{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"gpuType":"T4","authorship_tag":"ABX9TyOD5hukApk6EBpf+nvGrv8l"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"},"accelerator":"GPU","widgets":{"application/vnd.jupyter.widget-state+json":{"18e6351152374dbdac7ff4d99309253b":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_7b08a7b02ec34d58b9b5782bcd2fb9af","IPY_MODEL_648b82822aba4b1bb98f87180ad3d734","IPY_MODEL_858ab7e813ba4d58b83942e1c0ecb046"],"layout":"IPY_MODEL_0ebcf991317c4d6c9350a704a557c085"}},"7b08a7b02ec34d58b9b5782bcd2fb9af":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_eb57e193beef488098c4eb25fda5a048","placeholder":"​","style":"IPY_MODEL_cc04a9a9e8a94dc3bead46189d300d29","value":"model_index.json: 100%"}},"648b82822aba4b1bb98f87180ad3d734":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_0827d2c04ed84df59e58e1cf2031831b","max":541,"min":0,"orientation":"horizontal","style":"IPY_MODEL_ecb180f6150141c084fbeaee58ebedff","value":541}},"858ab7e813ba4d58b83942e1c0ecb046":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_b2702fe39b294947b159209c1804f948","placeholder":"​","style":"IPY_MODEL_b7391501c17d44fca09ba9afcbf7a827","value":" 541/541 [00:00&lt;00:00, 12.3kB/s]"}},"0ebcf991317c4d6c9350a704a557c085":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"eb57e193beef488098c4eb25fda5a048":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"cc04a9a9e8a94dc3bead46189d300d29":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"0827d2c04ed84df59e58e1cf2031831b":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ecb180f6150141c084fbeaee58ebedff":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"b2702fe39b294947b159209c1804f948":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"b7391501c17d44fca09ba9afcbf7a827":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"cc0a9e00a294476d85eeb20190ebcf6c":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_d2831eed957e495eac3372e40650a770","IPY_MODEL_a6f06805a4eb45a7af0f706e6cf6dc7c","IPY_MODEL_a54735a11bbd4b2b9d355bd869bdd101"],"layout":"IPY_MODEL_994f639418d2469697fb84ad8edac1e9"}},"d2831eed957e495eac3372e40650a770":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_655531599b114788a08dfb7175bb0cdc","placeholder":"​","style":"IPY_MODEL_534b87843a054d51b2b8238c1c4662c6","value":"Fetching 30 files: 100%"}},"a6f06805a4eb45a7af0f706e6cf6dc7c":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_b42e4148f324472281f68ba708634c9e","max":30,"min":0,"orientation":"horizontal","style":"IPY_MODEL_277cd4540a2946219dffac3001767e3c","value":30}},"a54735a11bbd4b2b9d355bd869bdd101":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_128738197a8b45cfae201bf93a7b708a","placeholder":"​","style":"IPY_MODEL_9cf0f9f85c844456b9e770c17a29d801","value":" 30/30 [02:25&lt;00:00,  4.76s/it]"}},"994f639418d2469697fb84ad8edac1e9":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"655531599b114788a08dfb7175bb0cdc":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"534b87843a054d51b2b8238c1c4662c6":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"b42e4148f324472281f68ba708634c9e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"277cd4540a2946219dffac3001767e3c":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"128738197a8b45cfae201bf93a7b708a":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"9cf0f9f85c844456b9e770c17a29d801":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"3c90bdf6822140c0bf7c25a4bf305502":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_af82f641996e432988b3536bc08a0964","IPY_MODEL_3b710678bdbe4d628102c3cd8b2b882b","IPY_MODEL_9ba51b7de5fb4c7e8e886f9f38755969"],"layout":"IPY_MODEL_6942cd0100614bbe87e088ab43513ca4"}},"af82f641996e432988b3536bc08a0964":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_17aa924003564e8688f4dff07a5d48af","placeholder":"​","style":"IPY_MODEL_2dbefdb5d7ca4bc380d25d357c6cbf36","value":"safety_checker/config.json: 100%"}},"3b710678bdbe4d628102c3cd8b2b882b":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_20d96e251d7d43338d4bb9237eb29fe3","max":4556,"min":0,"orientation":"horizontal","style":"IPY_MODEL_10dadf7646b94c9f97446f332ff52377","value":4556}},"9ba51b7de5fb4c7e8e886f9f38755969":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_b8e9cb3565e943eebfc0d04c349da807","placeholder":"​","style":"IPY_MODEL_cfed336ac3704c9fb06f1623ca2e3bb4","value":" 4.56k/4.56k [00:00&lt;00:00, 27.3kB/s]"}},"6942cd0100614bbe87e088ab43513ca4":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"17aa924003564e8688f4dff07a5d48af":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"2dbefdb5d7ca4bc380d25d357c6cbf36":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"20d96e251d7d43338d4bb9237eb29fe3":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"10dadf7646b94c9f97446f332ff52377":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"b8e9cb3565e943eebfc0d04c349da807":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"cfed336ac3704c9fb06f1623ca2e3bb4":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"cdfcd3f60036499b86186b6e43c275f0":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_1a09ff534cb645dd982ac02660210817","IPY_MODEL_761fed493c894c44801f5938cabc9373","IPY_MODEL_7a04768c4cf64929963a9869dba58790"],"layout":"IPY_MODEL_7b6c0d79e6374822b80c8af8583a9713"}},"1a09ff534cb645dd982ac02660210817":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_f11a39d5351b4ec78d25120b407884c5","placeholder":"​","style":"IPY_MODEL_ef3ca84e3c424e78b4cf3139c50fd60e","value":"(…)ature_extractor/preprocessor_config.json: 100%"}},"761fed493c894c44801f5938cabc9373":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_d97f721bb3494037b82e2d77aac68b0d","max":342,"min":0,"orientation":"horizontal","style":"IPY_MODEL_a26cdb7937084489a836e1b744e16fe8","value":342}},"7a04768c4cf64929963a9869dba58790":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_3fa87ca6c0dc491dbc57ab3e414d5a6f","placeholder":"​","style":"IPY_MODEL_9a8d0aff6ede4c539ee46f0b26d679dd","value":" 342/342 [00:00&lt;00:00, 2.71kB/s]"}},"7b6c0d79e6374822b80c8af8583a9713":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f11a39d5351b4ec78d25120b407884c5":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ef3ca84e3c424e78b4cf3139c50fd60e":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"d97f721bb3494037b82e2d77aac68b0d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"a26cdb7937084489a836e1b744e16fe8":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"3fa87ca6c0dc491dbc57ab3e414d5a6f":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"9a8d0aff6ede4c539ee46f0b26d679dd":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"7f5846a695624cdaa5c7061cad500ec3":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_0b4298a5cc7c4755b3ce96b884408869","IPY_MODEL_abb3d6e9486a4cd4b4ed659b55c16b24","IPY_MODEL_480346ab0e2c432ba225748d6216209b"],"layout":"IPY_MODEL_2700564881674715b67ac2c211dd52eb"}},"0b4298a5cc7c4755b3ce96b884408869":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_21b3d5681c7a45f9ab253c5f6f2984f1","placeholder":"​","style":"IPY_MODEL_a4befe0f08a84c0084128c35af104f5c","value":"(…)kpoints/scheduler_config-checkpoint.json: 100%"}},"abb3d6e9486a4cd4b4ed659b55c16b24":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_a2b0878d06b24a0e89e2d65cb112019d","max":209,"min":0,"orientation":"horizontal","style":"IPY_MODEL_3a5bde4e7d9f48a48ea7bf70e7450f21","value":209}},"480346ab0e2c432ba225748d6216209b":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_5ecedfa76ea043db89ebff1a363739ac","placeholder":"​","style":"IPY_MODEL_6b41685e49bd48e29b1977fa8cf079a9","value":" 209/209 [00:00&lt;00:00, 994B/s]"}},"2700564881674715b67ac2c211dd52eb":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"21b3d5681c7a45f9ab253c5f6f2984f1":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"a4befe0f08a84c0084128c35af104f5c":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"a2b0878d06b24a0e89e2d65cb112019d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"3a5bde4e7d9f48a48ea7bf70e7450f21":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"5ecedfa76ea043db89ebff1a363739ac":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6b41685e49bd48e29b1977fa8cf079a9":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"1d38c29e17ac42c8863742cca5b1e47e":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_de1cf39bb71344fdbb0a508b2ea2014e","IPY_MODEL_669b2e33d39040f89829c4a34705c95c","IPY_MODEL_0c150f3ba6f24b699117a3b00fb1b666"],"layout":"IPY_MODEL_ee8e1be90f484f6484c203ca91616ddd"}},"de1cf39bb71344fdbb0a508b2ea2014e":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_aaa6e10995874b858072fbfae6e70b4a","placeholder":"​","style":"IPY_MODEL_fd7775bc18c8436eb597a1c59791b89b","value":"scheduler/scheduler_config.json: 100%"}},"669b2e33d39040f89829c4a34705c95c":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_edf39f91300e4ca4bcd0dd411ed9bbe3","max":313,"min":0,"orientation":"horizontal","style":"IPY_MODEL_024509bca6524375a0b3018b041d8ae2","value":313}},"0c150f3ba6f24b699117a3b00fb1b666":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_79f36a1ece01428c9624919cfd4e0d31","placeholder":"​","style":"IPY_MODEL_68945571c9604ad487336510f11b5de9","value":" 313/313 [00:00&lt;00:00, 2.94kB/s]"}},"ee8e1be90f484f6484c203ca91616ddd":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"aaa6e10995874b858072fbfae6e70b4a":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"fd7775bc18c8436eb597a1c59791b89b":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"edf39f91300e4ca4bcd0dd411ed9bbe3":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"024509bca6524375a0b3018b041d8ae2":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"79f36a1ece01428c9624919cfd4e0d31":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"68945571c9604ad487336510f11b5de9":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"3d57ed97ffd749989f433b45450d42b5":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_150f895eff5e4b9bb9ff4c9e8e396823","IPY_MODEL_943ff8c300fc4430ba0a92cd2472c881","IPY_MODEL_ae8f0d834fbc4db2a66ca2b60d0ad876"],"layout":"IPY_MODEL_f502073112ad44359124a7c6031a915f"}},"150f895eff5e4b9bb9ff4c9e8e396823":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_fa2104d2dd784a528c54ab006974237d","placeholder":"​","style":"IPY_MODEL_3dafa397d0e6418092a26710c7fbe8b0","value":"text_encoder/config.json: 100%"}},"943ff8c300fc4430ba0a92cd2472c881":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_cefe367d3f37415ca487d2c9f5f865eb","max":592,"min":0,"orientation":"horizontal","style":"IPY_MODEL_661e225c187646dd9df4c33dcc2c1320","value":592}},"ae8f0d834fbc4db2a66ca2b60d0ad876":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_616f7aba964f474888eded98cbc13d54","placeholder":"​","style":"IPY_MODEL_3046b533b0ff4effba314c5b1d1fefeb","value":" 592/592 [00:00&lt;00:00, 6.91kB/s]"}},"f502073112ad44359124a7c6031a915f":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"fa2104d2dd784a528c54ab006974237d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"3dafa397d0e6418092a26710c7fbe8b0":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"cefe367d3f37415ca487d2c9f5f865eb":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"661e225c187646dd9df4c33dcc2c1320":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"616f7aba964f474888eded98cbc13d54":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"3046b533b0ff4effba314c5b1d1fefeb":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"789a258fa93e4a1e9261abc53f1d1c8e":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_605a280e550b4b15884aa2067b2d4ee3","IPY_MODEL_4530ffd8994a46afb0eec0a37e043083","IPY_MODEL_20f0bc206af942b59545b6012c8ea86a"],"layout":"IPY_MODEL_187fe8eb82f9498aa8635e3be89615c6"}},"605a280e550b4b15884aa2067b2d4ee3":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_980739fe991a4dc09bb99c5d3a9ce1ca","placeholder":"​","style":"IPY_MODEL_ebc3fe9b099544f8a1f2f4321439f23b","value":"model.fp16.safetensors: 100%"}},"4530ffd8994a46afb0eec0a37e043083":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_e60df1002d3e481b8291dd48e06e590c","max":608018440,"min":0,"orientation":"horizontal","style":"IPY_MODEL_9c45fccdaed44d6f9fb5252d2ca8c19f","value":608018440}},"20f0bc206af942b59545b6012c8ea86a":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_530280945dd84c6e9feca8a3f8e8ce2f","placeholder":"​","style":"IPY_MODEL_5872154359b54ebba1e7a3cebf017670","value":" 608M/608M [00:29&lt;00:00, 33.3MB/s]"}},"187fe8eb82f9498aa8635e3be89615c6":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"980739fe991a4dc09bb99c5d3a9ce1ca":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ebc3fe9b099544f8a1f2f4321439f23b":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"e60df1002d3e481b8291dd48e06e590c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"9c45fccdaed44d6f9fb5252d2ca8c19f":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"530280945dd84c6e9feca8a3f8e8ce2f":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"5872154359b54ebba1e7a3cebf017670":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"9ed9ad96f8a6496684ba5c1f6bf45f73":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_574d25fd919d4a2fa2d4ed59f036c6a8","IPY_MODEL_6ec2583fea7d454db2da240abfe9738b","IPY_MODEL_7aec17dc3ea04b11b083a6ed286df084"],"layout":"IPY_MODEL_de9b639161b24069ab712bc1df81dc56"}},"574d25fd919d4a2fa2d4ed59f036c6a8":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_620e4a0b07f24f67b9c8514ce06ec4bc","placeholder":"​","style":"IPY_MODEL_a84eb1b5c65f4660bb819312f73d4f09","value":"pytorch_model.bin: 100%"}},"6ec2583fea7d454db2da240abfe9738b":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_508248be578f4bcba518fc06df2b5e80","max":1216061799,"min":0,"orientation":"horizontal","style":"IPY_MODEL_6ea6cb411e1c4191b5d7743952a979f6","value":1216061799}},"7aec17dc3ea04b11b083a6ed286df084":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_8bf3f0eb51ed42ee8ba4ed65cb56bb61","placeholder":"​","style":"IPY_MODEL_430f8e4241d942fa89b7e2c2f208643a","value":" 1.22G/1.22G [01:04&lt;00:00, 14.0MB/s]"}},"de9b639161b24069ab712bc1df81dc56":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"620e4a0b07f24f67b9c8514ce06ec4bc":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"a84eb1b5c65f4660bb819312f73d4f09":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"508248be578f4bcba518fc06df2b5e80":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6ea6cb411e1c4191b5d7743952a979f6":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"8bf3f0eb51ed42ee8ba4ed65cb56bb61":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"430f8e4241d942fa89b7e2c2f208643a":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"a34074bbfb5c4d69aec35b065ebe2c0d":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_48d981b3784b474e90a22416c2fcc53e","IPY_MODEL_1d2f024c0d354ad387896a88d26da6ca","IPY_MODEL_00eae275d383489fbdd9b8f72e583711"],"layout":"IPY_MODEL_c5d1e3cc2de5484f9c8cd0c0a49608ee"}},"48d981b3784b474e90a22416c2fcc53e":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_6edb33bb04ab44feb3310cf489bba815","placeholder":"​","style":"IPY_MODEL_44295e035a8e4913a5188b754154fe65","value":"pytorch_model.fp16.bin: 100%"}},"1d2f024c0d354ad387896a88d26da6ca":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_22b04e260639487e9535231c30e67eed","max":608103564,"min":0,"orientation":"horizontal","style":"IPY_MODEL_d8320b1c884344afb9838e8836fac43f","value":608103564}},"00eae275d383489fbdd9b8f72e583711":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_dbe56c3251cb455f995ee0e92fb239bc","placeholder":"​","style":"IPY_MODEL_e39bbecdc63a4d6ba3a28df7ec7d6c5a","value":" 608M/608M [00:30&lt;00:00, 35.8MB/s]"}},"c5d1e3cc2de5484f9c8cd0c0a49608ee":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6edb33bb04ab44feb3310cf489bba815":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"44295e035a8e4913a5188b754154fe65":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"22b04e260639487e9535231c30e67eed":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d8320b1c884344afb9838e8836fac43f":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"dbe56c3251cb455f995ee0e92fb239bc":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"e39bbecdc63a4d6ba3a28df7ec7d6c5a":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"e552d995515e45c286651e3b9de2f27a":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_2c6468f930f74819ae95d65b2bbb0e31","IPY_MODEL_f522354d220740e3a1166bbec28c3a1a","IPY_MODEL_51df1f2f009a441ea37f83f99e3229f5"],"layout":"IPY_MODEL_69c2d13d792041ad9ca45e2411b9a285"}},"2c6468f930f74819ae95d65b2bbb0e31":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d9234922f6ed4d1c8428f6b5d54eb8a3","placeholder":"​","style":"IPY_MODEL_f172a58a9ab44102832dcac19315f564","value":"model.safetensors: 100%"}},"f522354d220740e3a1166bbec28c3a1a":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_794168a5585441089ea9f8afbec73169","max":1215981830,"min":0,"orientation":"horizontal","style":"IPY_MODEL_f9563d01e2f049408da4f3cd30977572","value":1215981830}},"51df1f2f009a441ea37f83f99e3229f5":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_aec984ced8aa49999638e882a061f274","placeholder":"​","style":"IPY_MODEL_469f1897abc9496799f0df538c18d192","value":" 1.22G/1.22G [01:03&lt;00:00, 10.5MB/s]"}},"69c2d13d792041ad9ca45e2411b9a285":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d9234922f6ed4d1c8428f6b5d54eb8a3":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f172a58a9ab44102832dcac19315f564":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"794168a5585441089ea9f8afbec73169":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f9563d01e2f049408da4f3cd30977572":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"aec984ced8aa49999638e882a061f274":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"469f1897abc9496799f0df538c18d192":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"2547058d892f4bf7bcf2c91452de891a":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_6c1038aa269c48e3919b2b128f51bcd4","IPY_MODEL_2946ea44947741ef823876bb4299cf31","IPY_MODEL_60b1267662db4acaae1be732a95624c0"],"layout":"IPY_MODEL_8980ba14073347d1bccc07ab96ae4ac2"}},"6c1038aa269c48e3919b2b128f51bcd4":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_827ae5f29000472685aadd1fde09061a","placeholder":"​","style":"IPY_MODEL_57d3bd87366947eaac8bd6c13cc98a6f","value":"model.safetensors: 100%"}},"2946ea44947741ef823876bb4299cf31":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_bce895c8095c4054b030baff4db6da8e","max":492265879,"min":0,"orientation":"horizontal","style":"IPY_MODEL_846c7ab95ab241a2b7d2cddc0eaa85fa","value":492265879}},"60b1267662db4acaae1be732a95624c0":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_45f9b56c32584ada898ee35a764e3b2c","placeholder":"​","style":"IPY_MODEL_78f66e6bda394c2fb3bc8f56aa29df21","value":" 492M/492M [00:26&lt;00:00, 30.2MB/s]"}},"8980ba14073347d1bccc07ab96ae4ac2":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"827ae5f29000472685aadd1fde09061a":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"57d3bd87366947eaac8bd6c13cc98a6f":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"bce895c8095c4054b030baff4db6da8e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"846c7ab95ab241a2b7d2cddc0eaa85fa":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"45f9b56c32584ada898ee35a764e3b2c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"78f66e6bda394c2fb3bc8f56aa29df21":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"d26021f539814253b8f94af3a5cbcdfc":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_3457a7c3b6da4ba4a8d38b8d572e96e8","IPY_MODEL_bc4774eddf23401796b625f82b9f4bcc","IPY_MODEL_b5cbed23388f4ea5999d1281bce0ea42"],"layout":"IPY_MODEL_e385cb5a61bb4756b24daae062122a44"}},"3457a7c3b6da4ba4a8d38b8d572e96e8":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_7e441aab2fbb4d0ca070ae6ecb3ee19e","placeholder":"​","style":"IPY_MODEL_6e7b2ab1d7a74e89822bc37912e05ca4","value":"pytorch_model.bin: 100%"}},"bc4774eddf23401796b625f82b9f4bcc":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_ae925e6d57a14d73b90f57fab616d4d2","max":492305335,"min":0,"orientation":"horizontal","style":"IPY_MODEL_6fa20cf5f8224a9ab1b262727b9133fd","value":492305335}},"b5cbed23388f4ea5999d1281bce0ea42":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_8c27d52b12214ebf8d3f1a4bb89177fc","placeholder":"​","style":"IPY_MODEL_bcd7585910d94757994ea0a0daf9cc64","value":" 492M/492M [00:27&lt;00:00, 28.5MB/s]"}},"e385cb5a61bb4756b24daae062122a44":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"7e441aab2fbb4d0ca070ae6ecb3ee19e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6e7b2ab1d7a74e89822bc37912e05ca4":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"ae925e6d57a14d73b90f57fab616d4d2":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6fa20cf5f8224a9ab1b262727b9133fd":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"8c27d52b12214ebf8d3f1a4bb89177fc":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"bcd7585910d94757994ea0a0daf9cc64":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"e684a6b33e514c7fa12560e59e9e72e6":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_4dbcd99bfce64a4383d7e0a7c0910dc2","IPY_MODEL_e9db8d429abb4b82abb97fa725727a87","IPY_MODEL_f5fe1a814bd6445d88733c93b77aacea"],"layout":"IPY_MODEL_14d9f65ef13346e4aee46a2ac3b34d09"}},"4dbcd99bfce64a4383d7e0a7c0910dc2":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_0299fdd0065d4abb8f6b7b54c7156e7c","placeholder":"​","style":"IPY_MODEL_6645b5e6089549288f02d019079f1efb","value":"model.fp16.safetensors: 100%"}},"e9db8d429abb4b82abb97fa725727a87":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_9990c24f4c5b4e61b8e85739fc3b645e","max":246144864,"min":0,"orientation":"horizontal","style":"IPY_MODEL_86dbb8d495bf474ba241d334f293f414","value":246144864}},"f5fe1a814bd6445d88733c93b77aacea":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_a4ad5580abba40ffa77d3409b50b9106","placeholder":"​","style":"IPY_MODEL_d6d1dd408ba643c69744744530991bd0","value":" 246M/246M [00:15&lt;00:00, 22.3MB/s]"}},"14d9f65ef13346e4aee46a2ac3b34d09":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"0299fdd0065d4abb8f6b7b54c7156e7c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6645b5e6089549288f02d019079f1efb":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"9990c24f4c5b4e61b8e85739fc3b645e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"86dbb8d495bf474ba241d334f293f414":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"a4ad5580abba40ffa77d3409b50b9106":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d6d1dd408ba643c69744744530991bd0":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"7b032b066f634aecbff7fcb216c4d846":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_1be04a0e7c424b4c89a318356e5da889","IPY_MODEL_fee75b911ba6427e8e251b0d9e300a30","IPY_MODEL_56a01594d51e4f008d5715e1a1970863"],"layout":"IPY_MODEL_21e1ae0e6de049d9ad65f0b3b712738f"}},"1be04a0e7c424b4c89a318356e5da889":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_a845369cdd20442da150e4e7042a3f21","placeholder":"​","style":"IPY_MODEL_ed73251a765f451cadc29a9a2e8458eb","value":"pytorch_model.fp16.bin: 100%"}},"fee75b911ba6427e8e251b0d9e300a30":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_8af249387ba24357a2a9c1a90947b8cf","max":246187076,"min":0,"orientation":"horizontal","style":"IPY_MODEL_4a7c116163a04b03a0a5a70ef2ca30dc","value":246187076}},"56a01594d51e4f008d5715e1a1970863":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_244005bd72304d45bdd3a3d9685f48c5","placeholder":"​","style":"IPY_MODEL_ce11076026d64113885ce6aba9ccf952","value":" 246M/246M [00:15&lt;00:00, 23.7MB/s]"}},"21e1ae0e6de049d9ad65f0b3b712738f":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"a845369cdd20442da150e4e7042a3f21":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ed73251a765f451cadc29a9a2e8458eb":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"8af249387ba24357a2a9c1a90947b8cf":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"4a7c116163a04b03a0a5a70ef2ca30dc":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"244005bd72304d45bdd3a3d9685f48c5":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ce11076026d64113885ce6aba9ccf952":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"f575d8ff609d49d2850eba90b2c36916":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_1bf195b068dd40e8936773427df30e4f","IPY_MODEL_1398c78ba2bc463eb15aa7242c281297","IPY_MODEL_a7094767d4064fe3a30cb8c2e0d46b19"],"layout":"IPY_MODEL_3a0f4a8225a64ad590c642d33582cc82"}},"1bf195b068dd40e8936773427df30e4f":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d4f6d0748efd49c2a70c6091e46e4504","placeholder":"​","style":"IPY_MODEL_98198bf9329f4316ba89d3a553000c76","value":"tokenizer/merges.txt: 100%"}},"1398c78ba2bc463eb15aa7242c281297":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_fbd2da93ef98463aaba2af3d8740f87e","max":524619,"min":0,"orientation":"horizontal","style":"IPY_MODEL_8f3f8fd388fc4986b950e3022cbb88a0","value":524619}},"a7094767d4064fe3a30cb8c2e0d46b19":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_230c2d6c6eae4699999850a10a5f380b","placeholder":"​","style":"IPY_MODEL_7f62ee355d334b7facfd5fdd8834c9d9","value":" 525k/525k [00:00&lt;00:00, 2.12MB/s]"}},"3a0f4a8225a64ad590c642d33582cc82":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d4f6d0748efd49c2a70c6091e46e4504":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"98198bf9329f4316ba89d3a553000c76":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"fbd2da93ef98463aaba2af3d8740f87e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"8f3f8fd388fc4986b950e3022cbb88a0":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"230c2d6c6eae4699999850a10a5f380b":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"7f62ee355d334b7facfd5fdd8834c9d9":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"69bc47f43b544ed9bfa5ef30abef6690":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_68d30288082c4a3a97cc6d669be330eb","IPY_MODEL_d7f45a86ec5e4f9ba25f65f68051402c","IPY_MODEL_0ffe73c8dadd43e29d1aa4c7ab56aeda"],"layout":"IPY_MODEL_1cad21a069424eef9a3394c23c4f9320"}},"68d30288082c4a3a97cc6d669be330eb":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_75cd3cbb552544ca8a5642478f06ebae","placeholder":"​","style":"IPY_MODEL_998efb1258c24746886df1c97df0ddfe","value":"tokenizer/special_tokens_map.json: 100%"}},"d7f45a86ec5e4f9ba25f65f68051402c":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_0dfb9489547b4641bf1243ca3d2cfe44","max":472,"min":0,"orientation":"horizontal","style":"IPY_MODEL_f69b23d0939b43c486d37ee67c113b6a","value":472}},"0ffe73c8dadd43e29d1aa4c7ab56aeda":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d26930e4dbac4a9399e33493577fcbda","placeholder":"​","style":"IPY_MODEL_2f0b699d969f46438b52bb256ac89f53","value":" 472/472 [00:00&lt;00:00, 4.48kB/s]"}},"1cad21a069424eef9a3394c23c4f9320":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"75cd3cbb552544ca8a5642478f06ebae":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"998efb1258c24746886df1c97df0ddfe":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"0dfb9489547b4641bf1243ca3d2cfe44":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f69b23d0939b43c486d37ee67c113b6a":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"d26930e4dbac4a9399e33493577fcbda":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"2f0b699d969f46438b52bb256ac89f53":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"5ae29024b49d425f8a320ae321277355":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_861debbea903418292d68c0ac39081a1","IPY_MODEL_90b92638b8384619b74af40719c8a075","IPY_MODEL_a641ae654b5e4f3d96d58e819bb4371d"],"layout":"IPY_MODEL_2257b9dc6a5344559628f4866ee330d2"}},"861debbea903418292d68c0ac39081a1":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_1cee330898094f5aa808fbc465043821","placeholder":"​","style":"IPY_MODEL_ba0b7206a7c44d33832f9c896432ea3d","value":"tokenizer/vocab.json: 100%"}},"90b92638b8384619b74af40719c8a075":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_3c12ad15f92144c79c8beab7159973c0","max":1059962,"min":0,"orientation":"horizontal","style":"IPY_MODEL_5b910d6733554b93b996b143e290ffdd","value":1059962}},"a641ae654b5e4f3d96d58e819bb4371d":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_ba0f766c5904494a83b78a741407271a","placeholder":"​","style":"IPY_MODEL_71664b39b00b4ac4909b6222a4b02b86","value":" 1.06M/1.06M [00:00&lt;00:00, 4.32MB/s]"}},"2257b9dc6a5344559628f4866ee330d2":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"1cee330898094f5aa808fbc465043821":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ba0b7206a7c44d33832f9c896432ea3d":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"3c12ad15f92144c79c8beab7159973c0":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"5b910d6733554b93b996b143e290ffdd":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"ba0f766c5904494a83b78a741407271a":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"71664b39b00b4ac4909b6222a4b02b86":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"a9ff19b7e0aa4ce2806966c6d0e4a99a":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_5a54e77d9d4441a19c0143e4ef31ceff","IPY_MODEL_99a88817e6a14c1f8ec83aaf37bc244a","IPY_MODEL_8e2b96ecf36c44da816ab0e4df7dbb5f"],"layout":"IPY_MODEL_32f12ad246ee4829819e37afa404c992"}},"5a54e77d9d4441a19c0143e4ef31ceff":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d325a5a6d8aa4255b6420a56d6edd21d","placeholder":"​","style":"IPY_MODEL_1ce3a160216f4564b55d80376d5705d7","value":"tokenizer/tokenizer_config.json: 100%"}},"99a88817e6a14c1f8ec83aaf37bc244a":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_432f91ce55994bac847cafb79450eccc","max":806,"min":0,"orientation":"horizontal","style":"IPY_MODEL_91e2c387f9d94fd396638b6c57bd8998","value":806}},"8e2b96ecf36c44da816ab0e4df7dbb5f":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_34fe9cd055544a87bdecb937c77f0972","placeholder":"​","style":"IPY_MODEL_964e331860cc473b853212f57dd6960d","value":" 806/806 [00:00&lt;00:00, 4.64kB/s]"}},"32f12ad246ee4829819e37afa404c992":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d325a5a6d8aa4255b6420a56d6edd21d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"1ce3a160216f4564b55d80376d5705d7":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"432f91ce55994bac847cafb79450eccc":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"91e2c387f9d94fd396638b6c57bd8998":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"34fe9cd055544a87bdecb937c77f0972":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"964e331860cc473b853212f57dd6960d":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"e490f1e1de174b66a05ca9de0d31fe9c":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_f9243b05784e4911ac55c63d9e4eded4","IPY_MODEL_07afb4351be84379b0541972daaaa547","IPY_MODEL_0f52f56b26aa41a4a3e89ed7813cf9ce"],"layout":"IPY_MODEL_35620e9ab2594041a136046ba2fbc042"}},"f9243b05784e4911ac55c63d9e4eded4":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_c2610a1209ac4b439decaea124b9baed","placeholder":"​","style":"IPY_MODEL_acc1c054ae7146b1b040736d5eb15cf9","value":"unet/config.json: 100%"}},"07afb4351be84379b0541972daaaa547":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_18a962bf70954317a9210c6f878c4121","max":743,"min":0,"orientation":"horizontal","style":"IPY_MODEL_d4ac354abe5d4ae49be94aa76c49fad3","value":743}},"0f52f56b26aa41a4a3e89ed7813cf9ce":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_2d0cf71187df4a2c8e06240be007175e","placeholder":"​","style":"IPY_MODEL_cf9891c34e7d47278eac452c524a2169","value":" 743/743 [00:00&lt;00:00, 7.09kB/s]"}},"35620e9ab2594041a136046ba2fbc042":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"c2610a1209ac4b439decaea124b9baed":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"acc1c054ae7146b1b040736d5eb15cf9":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"18a962bf70954317a9210c6f878c4121":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d4ac354abe5d4ae49be94aa76c49fad3":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"2d0cf71187df4a2c8e06240be007175e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"cf9891c34e7d47278eac452c524a2169":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"fd5dc0aaf6e04e99af5bb5ea05ce411b":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_f2332cf9b5c243c086368f5ca3389e58","IPY_MODEL_410cacaa1627498bbfc0d3a43766b4fc","IPY_MODEL_4ca5aa20622f400c92f561dc4331fca1"],"layout":"IPY_MODEL_da1b074823bf40ffb85312ba19bb3fc0"}},"f2332cf9b5c243c086368f5ca3389e58":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_0711acb42e864fc8a65374a0d2e97d14","placeholder":"​","style":"IPY_MODEL_95c3f9a0bd6c475e9bd9a793b4df00c9","value":"diffusion_pytorch_model.bin: 100%"}},"410cacaa1627498bbfc0d3a43766b4fc":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_10f3c482f0f047e6a5b8afdd213d3c87","max":3438354725,"min":0,"orientation":"horizontal","style":"IPY_MODEL_c06a9afaa24a41ed99bcbf06b687e549","value":3438354725}},"4ca5aa20622f400c92f561dc4331fca1":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_5b68982b0f2244a4ad06e6fc21683301","placeholder":"​","style":"IPY_MODEL_f2f47fe221cc4d8ca97b42a4aa62090a","value":" 3.44G/3.44G [02:04&lt;00:00, 59.1MB/s]"}},"da1b074823bf40ffb85312ba19bb3fc0":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"0711acb42e864fc8a65374a0d2e97d14":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"95c3f9a0bd6c475e9bd9a793b4df00c9":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"10f3c482f0f047e6a5b8afdd213d3c87":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"c06a9afaa24a41ed99bcbf06b687e549":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"5b68982b0f2244a4ad06e6fc21683301":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f2f47fe221cc4d8ca97b42a4aa62090a":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"1d06b55c288f49ffbce9fa7912964e5c":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_03a9abf9f2bd461cb2ef3424463a88a5","IPY_MODEL_a236672cf8ad4fcb93d485ee68c5ddd9","IPY_MODEL_429acaab338a456389cefd0efef0912e"],"layout":"IPY_MODEL_79a684ef6f5b428e8f01d9a92c9170f0"}},"03a9abf9f2bd461cb2ef3424463a88a5":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_0b98fae762a34f3db3c3b235e3cbc2de","placeholder":"​","style":"IPY_MODEL_795ed6e462ef48a594837049768ed420","value":"diffusion_pytorch_model.fp16.bin: 100%"}},"a236672cf8ad4fcb93d485ee68c5ddd9":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_884f27a312d24f7abdd33ec3d4a6278e","max":1719327893,"min":0,"orientation":"horizontal","style":"IPY_MODEL_f2c2c9b73e5e45cb98cba9b1db14c4c8","value":1719327893}},"429acaab338a456389cefd0efef0912e":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_6f9a8fb619314f0ebce3457f84f3d49f","placeholder":"​","style":"IPY_MODEL_8edeb7582330435d867c01ba6a3efd20","value":" 1.72G/1.72G [01:26&lt;00:00, 35.4MB/s]"}},"79a684ef6f5b428e8f01d9a92c9170f0":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"0b98fae762a34f3db3c3b235e3cbc2de":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"795ed6e462ef48a594837049768ed420":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"884f27a312d24f7abdd33ec3d4a6278e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f2c2c9b73e5e45cb98cba9b1db14c4c8":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"6f9a8fb619314f0ebce3457f84f3d49f":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"8edeb7582330435d867c01ba6a3efd20":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"d1dd62b325214d46b000e02662e974de":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_ba4cef5adb0d4b61a7da3d2ea414f5fb","IPY_MODEL_c0a969244ba2426cb65a77fc90dff8a9","IPY_MODEL_762e05cfd3fa4718bc335ef1bbb44719"],"layout":"IPY_MODEL_323890b558b04062aa853a55899fb015"}},"ba4cef5adb0d4b61a7da3d2ea414f5fb":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_4e14f3819fd14c05bd1a9966fb62789d","placeholder":"​","style":"IPY_MODEL_5025403273c143d2b5cc4db2d86ca347","value":"diffusion_pytorch_model.fp16.safetensors: 100%"}},"c0a969244ba2426cb65a77fc90dff8a9":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_dfb3efaa2c1847d09daa211264d6dd32","max":1719125304,"min":0,"orientation":"horizontal","style":"IPY_MODEL_0a1267d811384216ab13b0f0eab1273e","value":1719125304}},"762e05cfd3fa4718bc335ef1bbb44719":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_1a5707afa1724c15ae6759bbc5ab2d5c","placeholder":"​","style":"IPY_MODEL_baa41cb3dddb4501865b2b208ead7b3d","value":" 1.72G/1.72G [01:19&lt;00:00, 35.9MB/s]"}},"323890b558b04062aa853a55899fb015":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"4e14f3819fd14c05bd1a9966fb62789d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"5025403273c143d2b5cc4db2d86ca347":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"dfb3efaa2c1847d09daa211264d6dd32":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"0a1267d811384216ab13b0f0eab1273e":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"1a5707afa1724c15ae6759bbc5ab2d5c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"baa41cb3dddb4501865b2b208ead7b3d":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"886632deff934015925c8d16c1b2f01b":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_dfc8e23f2d414e4b88693913d820410b","IPY_MODEL_2eeb1bfa8b804ca38e2028e8be58811f","IPY_MODEL_9fbfa0584d6d47c0b9678425404f7a85"],"layout":"IPY_MODEL_f3dd56d18b0c4b508845a78e93759688"}},"dfc8e23f2d414e4b88693913d820410b":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_b8194a75d41f481ca87e90a39faa89b1","placeholder":"​","style":"IPY_MODEL_8446122b32db4aa28f83e302f49e5243","value":"diffusion_pytorch_model.non_ema.bin: 100%"}},"2eeb1bfa8b804ca38e2028e8be58811f":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_a9a0ba5721bd466fa15197f5576d8328","max":3438366373,"min":0,"orientation":"horizontal","style":"IPY_MODEL_ea2e5c779fde48b4bbbcc2d4142fa4e7","value":3438366373}},"9fbfa0584d6d47c0b9678425404f7a85":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_576abfef48764119a05e3a82647d0312","placeholder":"​","style":"IPY_MODEL_99a7f557cb554eb6a815c961e28a152d","value":" 3.44G/3.44G [01:54&lt;00:00, 85.6MB/s]"}},"f3dd56d18b0c4b508845a78e93759688":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"b8194a75d41f481ca87e90a39faa89b1":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"8446122b32db4aa28f83e302f49e5243":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"a9a0ba5721bd466fa15197f5576d8328":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ea2e5c779fde48b4bbbcc2d4142fa4e7":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"576abfef48764119a05e3a82647d0312":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"99a7f557cb554eb6a815c961e28a152d":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"a8bffa3d1d6549889f5107474b5d20c4":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_f0df37a8c120422c8bb8b8fac80c1cc2","IPY_MODEL_d73e555e4fbd480884c2246c00fffe50","IPY_MODEL_2fa2d6a97fe14a04939a8e1f91cdd603"],"layout":"IPY_MODEL_37d885a175d9427484893bcdfcef68c4"}},"f0df37a8c120422c8bb8b8fac80c1cc2":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d30025a66df54007ac5a0fda1f5b9a36","placeholder":"​","style":"IPY_MODEL_3787130199a342a186cea8cade431826","value":"(…)fusion_pytorch_model.non_ema.safetensors: 100%"}},"d73e555e4fbd480884c2246c00fffe50":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_1e0be057235a4cccada8fd09bb721ee7","max":3438167536,"min":0,"orientation":"horizontal","style":"IPY_MODEL_cf9cc6ba8d644bf49db9468937f2ac41","value":3438167536}},"2fa2d6a97fe14a04939a8e1f91cdd603":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_b6b8f812b4ed4c7d9490032bceeb39d2","placeholder":"​","style":"IPY_MODEL_960576826e5b41b3a32f786504f94b23","value":" 3.44G/3.44G [01:53&lt;00:00, 121MB/s]"}},"37d885a175d9427484893bcdfcef68c4":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d30025a66df54007ac5a0fda1f5b9a36":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"3787130199a342a186cea8cade431826":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"1e0be057235a4cccada8fd09bb721ee7":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"cf9cc6ba8d644bf49db9468937f2ac41":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"b6b8f812b4ed4c7d9490032bceeb39d2":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"960576826e5b41b3a32f786504f94b23":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"400a41652f63406783f967ddb7ddf2b1":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_f3d9d51a615d4ee6845549d9b0a233da","IPY_MODEL_801d991dc8f5475fa3ca31b8a6a9555d","IPY_MODEL_67f099d784a145d49cbfa178c7b0d0e6"],"layout":"IPY_MODEL_1836cf5720f94d468509297c6a1be0af"}},"f3d9d51a615d4ee6845549d9b0a233da":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_efc4ef0af4004bef8d661dd8462b7866","placeholder":"​","style":"IPY_MODEL_3e8e6984bde948d5accbe6607f3481fc","value":"diffusion_pytorch_model.safetensors: 100%"}},"801d991dc8f5475fa3ca31b8a6a9555d":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_1d1709b65ab44696b50b9485f9a880bf","max":3438167534,"min":0,"orientation":"horizontal","style":"IPY_MODEL_2daf11e3ea0a47c78d3039c227db87a7","value":3438167534}},"67f099d784a145d49cbfa178c7b0d0e6":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_8c48fba7332240dda0bdaa4bd8ee2fdd","placeholder":"​","style":"IPY_MODEL_10faad3740904653a97fdd04064c3141","value":" 3.44G/3.44G [01:52&lt;00:00, 122MB/s]"}},"1836cf5720f94d468509297c6a1be0af":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"efc4ef0af4004bef8d661dd8462b7866":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"3e8e6984bde948d5accbe6607f3481fc":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"1d1709b65ab44696b50b9485f9a880bf":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"2daf11e3ea0a47c78d3039c227db87a7":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"8c48fba7332240dda0bdaa4bd8ee2fdd":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"10faad3740904653a97fdd04064c3141":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"eac608d6075c4ae196efd821f58243a4":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_9d24bf09bb074b429b33c7fcf448dc53","IPY_MODEL_feeaa294eca441cbbbe029cda3b0e31a","IPY_MODEL_0bfaf4b2d5b144e6a6beed8e33fd8207"],"layout":"IPY_MODEL_5ec847d2757b4f52be1ccce24b62d8a0"}},"9d24bf09bb074b429b33c7fcf448dc53":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_661b1f90c4744c88994b2436dbceb64c","placeholder":"​","style":"IPY_MODEL_f694784c91e946bba18176cc811e27b2","value":"vae/config.json: 100%"}},"feeaa294eca441cbbbe029cda3b0e31a":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_2ef0301114944444a732e7b943eb3898","max":551,"min":0,"orientation":"horizontal","style":"IPY_MODEL_14f7cc0e67f64b2181147422760c8143","value":551}},"0bfaf4b2d5b144e6a6beed8e33fd8207":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_dd9a6b2880584e259dd530f01044a72d","placeholder":"​","style":"IPY_MODEL_66ff85b2ccfe410c94c99cbd5860bedc","value":" 551/551 [00:00&lt;00:00, 10.9kB/s]"}},"5ec847d2757b4f52be1ccce24b62d8a0":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"661b1f90c4744c88994b2436dbceb64c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"f694784c91e946bba18176cc811e27b2":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"2ef0301114944444a732e7b943eb3898":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"14f7cc0e67f64b2181147422760c8143":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"dd9a6b2880584e259dd530f01044a72d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"66ff85b2ccfe410c94c99cbd5860bedc":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"8f027f60580a46b189e77500d7571bcd":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_72b53cb70f0141528bf67552ce009aaa","IPY_MODEL_33a1e0dc900143c184d5f0b1f68d7a0b","IPY_MODEL_2f955fea8bce4d99924756e839f967cd"],"layout":"IPY_MODEL_7df3121efe6243408063688af3db764d"}},"72b53cb70f0141528bf67552ce009aaa":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_27a897b9c196467cbb99a01f5f5d123c","placeholder":"​","style":"IPY_MODEL_470f2cbee052456695de3bd79eccc8f3","value":"diffusion_pytorch_model.fp16.bin: 100%"}},"33a1e0dc900143c184d5f0b1f68d7a0b":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_6835e22d04a34b918f65946211fcfa7e","max":167405651,"min":0,"orientation":"horizontal","style":"IPY_MODEL_159adcf98ffb48d2b473f77c0565c2d8","value":167405651}},"2f955fea8bce4d99924756e839f967cd":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_6490875fcfc84bb5b309783430a506e7","placeholder":"​","style":"IPY_MODEL_653428561ab5445d88db2bac39833c0f","value":" 167M/167M [00:08&lt;00:00, 29.5MB/s]"}},"7df3121efe6243408063688af3db764d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"27a897b9c196467cbb99a01f5f5d123c":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"470f2cbee052456695de3bd79eccc8f3":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"6835e22d04a34b918f65946211fcfa7e":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"159adcf98ffb48d2b473f77c0565c2d8":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"6490875fcfc84bb5b309783430a506e7":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"653428561ab5445d88db2bac39833c0f":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"1c767e52a3974eb8bbf34fbdfcad2207":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_a8a60de1a803404aaa394ef07904cccb","IPY_MODEL_d671bd8cccfb4cb880573ed1b024ffe4","IPY_MODEL_54d92c6f0912491a9ba62cbf83ce3d4c"],"layout":"IPY_MODEL_891ee48357fb4cc29c81b7066c674d57"}},"a8a60de1a803404aaa394ef07904cccb":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_139b1f8463874bcc9635631dd9cdc119","placeholder":"​","style":"IPY_MODEL_a093d903c2a44b3f9d232e9f853f161e","value":"diffusion_pytorch_model.bin: 100%"}},"d671bd8cccfb4cb880573ed1b024ffe4":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_fe86ade4538e4667a2d559078005d232","max":334707217,"min":0,"orientation":"horizontal","style":"IPY_MODEL_c25ae1fd236e437cbb3901e9384f7394","value":334707217}},"54d92c6f0912491a9ba62cbf83ce3d4c":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_25e3a88b363d4c6b88b14b5cfd49c3ad","placeholder":"​","style":"IPY_MODEL_d5cd110efcd24ce2828a86b7069b1605","value":" 335M/335M [00:14&lt;00:00, 33.2MB/s]"}},"891ee48357fb4cc29c81b7066c674d57":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"139b1f8463874bcc9635631dd9cdc119":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"a093d903c2a44b3f9d232e9f853f161e":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"fe86ade4538e4667a2d559078005d232":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"c25ae1fd236e437cbb3901e9384f7394":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"25e3a88b363d4c6b88b14b5cfd49c3ad":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d5cd110efcd24ce2828a86b7069b1605":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"8c3cbeabccf2406d9e2f8943b28b3888":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_e3579fb9e8db41178e3c22281988bedf","IPY_MODEL_6f6064c39ebd46e9a1477cb374528b43","IPY_MODEL_5815c3962eb24fe3acbc5066b8df5103"],"layout":"IPY_MODEL_09692bb70c45427abfdd8266570f82b1"}},"e3579fb9e8db41178e3c22281988bedf":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_c6947751dcb442a2abdce48700124dfa","placeholder":"​","style":"IPY_MODEL_6856489c767048d880f8b571ac4e768f","value":"diffusion_pytorch_model.fp16.safetensors: 100%"}},"6f6064c39ebd46e9a1477cb374528b43":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_bc9f718b103d4adf8df7522262389ccb","max":167335342,"min":0,"orientation":"horizontal","style":"IPY_MODEL_149d6e1604824860a812bdc0086421ac","value":167335342}},"5815c3962eb24fe3acbc5066b8df5103":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_7d75302e2cdf46458664291c47c901aa","placeholder":"​","style":"IPY_MODEL_ec73d11d520a4f1dac6fe2aca7028d0a","value":" 167M/167M [00:06&lt;00:00, 30.2MB/s]"}},"09692bb70c45427abfdd8266570f82b1":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"c6947751dcb442a2abdce48700124dfa":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"6856489c767048d880f8b571ac4e768f":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"bc9f718b103d4adf8df7522262389ccb":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"149d6e1604824860a812bdc0086421ac":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"7d75302e2cdf46458664291c47c901aa":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ec73d11d520a4f1dac6fe2aca7028d0a":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"3bdab4176789411b88cfe51fbc9eed4d":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_96bc883e36274f69867f105afe9cbe1c","IPY_MODEL_9312e77c4e134826b72628b27cb7b3a0","IPY_MODEL_ad7478ae881d445d94cbef1401b6e875"],"layout":"IPY_MODEL_82a5c932f1c14acf9e4e645e7561359d"}},"96bc883e36274f69867f105afe9cbe1c":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_219543c4d51240cf83eabec23a6fa0a0","placeholder":"​","style":"IPY_MODEL_ff35d39bc6064b3495d3e99befcee573","value":"diffusion_pytorch_model.safetensors: 100%"}},"9312e77c4e134826b72628b27cb7b3a0":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_d593752a0f4e4115957fbaaa5717a4c7","max":334643276,"min":0,"orientation":"horizontal","style":"IPY_MODEL_b367c9432eaf4eeca485288eb43375d0","value":334643276}},"ad7478ae881d445d94cbef1401b6e875":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_ce9779e98ce1436d9e9b2a2f663eb679","placeholder":"​","style":"IPY_MODEL_385234aba4304c12b34f9c9556cec0c6","value":" 335M/335M [00:14&lt;00:00, 29.1MB/s]"}},"82a5c932f1c14acf9e4e645e7561359d":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"219543c4d51240cf83eabec23a6fa0a0":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"ff35d39bc6064b3495d3e99befcee573":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"d593752a0f4e4115957fbaaa5717a4c7":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"b367c9432eaf4eeca485288eb43375d0":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"ce9779e98ce1436d9e9b2a2f663eb679":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"385234aba4304c12b34f9c9556cec0c6":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"ad1bf52b22c3461e9673b7772cd02025":{"model_module":"@jupyter-widgets/controls","model_name":"HBoxModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HBoxModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HBoxView","box_style":"","children":["IPY_MODEL_b9104d0bb579484a9597270bd2a1bc89","IPY_MODEL_b8b867533f8240278902c1d4637f8ae1","IPY_MODEL_c9c3fea9c8304e5fa5657c5557fd96d2"],"layout":"IPY_MODEL_0e8e09a3479b4a70aaf32720b7c43c33"}},"b9104d0bb579484a9597270bd2a1bc89":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_d00acfe3b8a34425978fc252b08915a7","placeholder":"​","style":"IPY_MODEL_064bf9973b1a4d7193914498b9093d04","value":"100%"}},"b8b867533f8240278902c1d4637f8ae1":{"model_module":"@jupyter-widgets/controls","model_name":"FloatProgressModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"FloatProgressModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"ProgressView","bar_style":"success","description":"","description_tooltip":null,"layout":"IPY_MODEL_9b30c0d835bf4d72bb2d4db461beda27","max":20,"min":0,"orientation":"horizontal","style":"IPY_MODEL_602c6ee866d447a7a8e387f82e3e02df","value":20}},"c9c3fea9c8304e5fa5657c5557fd96d2":{"model_module":"@jupyter-widgets/controls","model_name":"HTMLModel","model_module_version":"1.5.0","state":{"_dom_classes":[],"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"HTMLModel","_view_count":null,"_view_module":"@jupyter-widgets/controls","_view_module_version":"1.5.0","_view_name":"HTMLView","description":"","description_tooltip":null,"layout":"IPY_MODEL_91d8c4a7be974d7493ad778b80bcbb81","placeholder":"​","style":"IPY_MODEL_edb714648aaa4f529aa94d732b65cf5d","value":" 20/20 [00:04&lt;00:00,  4.65it/s]"}},"0e8e09a3479b4a70aaf32720b7c43c33":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"d00acfe3b8a34425978fc252b08915a7":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"064bf9973b1a4d7193914498b9093d04":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}},"9b30c0d835bf4d72bb2d4db461beda27":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"602c6ee866d447a7a8e387f82e3e02df":{"model_module":"@jupyter-widgets/controls","model_name":"ProgressStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"ProgressStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","bar_color":null,"description_width":""}},"91d8c4a7be974d7493ad778b80bcbb81":{"model_module":"@jupyter-widgets/base","model_name":"LayoutModel","model_module_version":"1.2.0","state":{"_model_module":"@jupyter-widgets/base","_model_module_version":"1.2.0","_model_name":"LayoutModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"LayoutView","align_content":null,"align_items":null,"align_self":null,"border":null,"bottom":null,"display":null,"flex":null,"flex_flow":null,"grid_area":null,"grid_auto_columns":null,"grid_auto_flow":null,"grid_auto_rows":null,"grid_column":null,"grid_gap":null,"grid_row":null,"grid_template_areas":null,"grid_template_columns":null,"grid_template_rows":null,"height":null,"justify_content":null,"justify_items":null,"left":null,"margin":null,"max_height":null,"max_width":null,"min_height":null,"min_width":null,"object_fit":null,"object_position":null,"order":null,"overflow":null,"overflow_x":null,"overflow_y":null,"padding":null,"right":null,"top":null,"visibility":null,"width":null}},"edb714648aaa4f529aa94d732b65cf5d":{"model_module":"@jupyter-widgets/controls","model_name":"DescriptionStyleModel","model_module_version":"1.5.0","state":{"_model_module":"@jupyter-widgets/controls","_model_module_version":"1.5.0","_model_name":"DescriptionStyleModel","_view_count":null,"_view_module":"@jupyter-widgets/base","_view_module_version":"1.2.0","_view_name":"StyleView","description_width":""}}}}},"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Ia-YGjrHfwBX","executionInfo":{"status":"ok","timestamp":1701218354534,"user_tz":300,"elapsed":235,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}},"outputId":"010c205c-2601-40cc-9555-3006811fb869"},"outputs":[{"output_type":"stream","name":"stdout","text":["Wed Nov 29 00:39:12 2023       \n","+-----------------------------------------------------------------------------+\n","| NVIDIA-SMI 525.105.17   Driver Version: 525.105.17   CUDA Version: 12.0     |\n","|-------------------------------+----------------------+----------------------+\n","| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n","| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n","|                               |                      |               MIG M. |\n","|===============================+======================+======================|\n","|   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |\n","| N/A   45C    P8    10W /  70W |      0MiB / 15360MiB |      0%      Default |\n","|                               |                      |                  N/A |\n","+-------------------------------+----------------------+----------------------+\n","                                                                               \n","+-----------------------------------------------------------------------------+\n","| Processes:                                                                  |\n","|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n","|        ID   ID                                                   Usage      |\n","|=============================================================================|\n","|  No running processes found                                                 |\n","+-----------------------------------------------------------------------------+\n"]}],"source":["!nvidia-smi"]},{"cell_type":"code","source":["!pip install diffusers==0.11.1\n","!pip install transformers scipy ftfy accelerate"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"CByTsntYgw1R","executionInfo":{"status":"ok","timestamp":1701218371651,"user_tz":300,"elapsed":16941,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}},"outputId":"d88d2e8e-a8bc-4ec7-c4c5-6041062778f0"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["Requirement already satisfied: diffusers==0.11.1 in /usr/local/lib/python3.10/dist-packages (0.11.1)\n","Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (6.8.0)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (3.13.1)\n","Requirement already satisfied: huggingface-hub>=0.10.0 in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (0.19.4)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (1.23.5)\n","Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (2023.6.3)\n","Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (2.31.0)\n","Requirement already satisfied: Pillow in /usr/local/lib/python3.10/dist-packages (from diffusers==0.11.1) (9.4.0)\n","Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.11.1) (2023.6.0)\n","Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.11.1) (4.66.1)\n","Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.11.1) (6.0.1)\n","Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.11.1) (4.5.0)\n","Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub>=0.10.0->diffusers==0.11.1) (23.2)\n","Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.10/dist-packages (from importlib-metadata->diffusers==0.11.1) (3.17.0)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers==0.11.1) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers==0.11.1) (3.4)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers==0.11.1) (2.0.7)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->diffusers==0.11.1) (2023.7.22)\n","Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (4.35.2)\n","Requirement already satisfied: scipy in /usr/local/lib/python3.10/dist-packages (1.11.3)\n","Requirement already satisfied: ftfy in /usr/local/lib/python3.10/dist-packages (6.1.3)\n","Requirement already satisfied: accelerate in /usr/local/lib/python3.10/dist-packages (0.24.1)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers) (3.13.1)\n","Requirement already satisfied: huggingface-hub<1.0,>=0.16.4 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.19.4)\n","Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (1.23.5)\n","Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (23.2)\n","Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (6.0.1)\n","Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (2023.6.3)\n","Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from transformers) (2.31.0)\n","Requirement already satisfied: tokenizers<0.19,>=0.14 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.15.0)\n","Requirement already satisfied: safetensors>=0.3.1 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.4.0)\n","Requirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.10/dist-packages (from transformers) (4.66.1)\n","Requirement already satisfied: wcwidth<0.3.0,>=0.2.12 in /usr/local/lib/python3.10/dist-packages (from ftfy) (0.2.12)\n","Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from accelerate) (5.9.5)\n","Requirement already satisfied: torch>=1.10.0 in /usr/local/lib/python3.10/dist-packages (from accelerate) (2.1.0+cu118)\n","Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (2023.6.0)\n","Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (4.5.0)\n","Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (1.12)\n","Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.2.1)\n","Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (3.1.2)\n","Requirement already satisfied: triton==2.1.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.10.0->accelerate) (2.1.0)\n","Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.3.2)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.4)\n","Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2.0.7)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2023.7.22)\n","Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.10.0->accelerate) (2.1.3)\n","Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n"]}]},{"cell_type":"code","source":["import torch\n","from diffusers import StableDiffusionPipeline\n","\n","pipe = StableDiffusionPipeline.from_pretrained(\"CompVis/stable-diffusion-v1-4\", torch_dtype=torch.float16)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":1000,"referenced_widgets":["18e6351152374dbdac7ff4d99309253b","7b08a7b02ec34d58b9b5782bcd2fb9af","648b82822aba4b1bb98f87180ad3d734","858ab7e813ba4d58b83942e1c0ecb046","0ebcf991317c4d6c9350a704a557c085","eb57e193beef488098c4eb25fda5a048","cc04a9a9e8a94dc3bead46189d300d29","0827d2c04ed84df59e58e1cf2031831b","ecb180f6150141c084fbeaee58ebedff","b2702fe39b294947b159209c1804f948","b7391501c17d44fca09ba9afcbf7a827","cc0a9e00a294476d85eeb20190ebcf6c","d2831eed957e495eac3372e40650a770","a6f06805a4eb45a7af0f706e6cf6dc7c","a54735a11bbd4b2b9d355bd869bdd101","994f639418d2469697fb84ad8edac1e9","655531599b114788a08dfb7175bb0cdc","534b87843a054d51b2b8238c1c4662c6","b42e4148f324472281f68ba708634c9e","277cd4540a2946219dffac3001767e3c","128738197a8b45cfae201bf93a7b708a","9cf0f9f85c844456b9e770c17a29d801","3c90bdf6822140c0bf7c25a4bf305502","af82f641996e432988b3536bc08a0964","3b710678bdbe4d628102c3cd8b2b882b","9ba51b7de5fb4c7e8e886f9f38755969","6942cd0100614bbe87e088ab43513ca4","17aa924003564e8688f4dff07a5d48af","2dbefdb5d7ca4bc380d25d357c6cbf36","20d96e251d7d43338d4bb9237eb29fe3","10dadf7646b94c9f97446f332ff52377","b8e9cb3565e943eebfc0d04c349da807","cfed336ac3704c9fb06f1623ca2e3bb4","cdfcd3f60036499b86186b6e43c275f0","1a09ff534cb645dd982ac02660210817","761fed493c894c44801f5938cabc9373","7a04768c4cf64929963a9869dba58790","7b6c0d79e6374822b80c8af8583a9713","f11a39d5351b4ec78d25120b407884c5","ef3ca84e3c424e78b4cf3139c50fd60e","d97f721bb3494037b82e2d77aac68b0d","a26cdb7937084489a836e1b744e16fe8","3fa87ca6c0dc491dbc57ab3e414d5a6f","9a8d0aff6ede4c539ee46f0b26d679dd","7f5846a695624cdaa5c7061cad500ec3","0b4298a5cc7c4755b3ce96b884408869","abb3d6e9486a4cd4b4ed659b55c16b24","480346ab0e2c432ba225748d6216209b","2700564881674715b67ac2c211dd52eb","21b3d5681c7a45f9ab253c5f6f2984f1","a4befe0f08a84c0084128c35af104f5c","a2b0878d06b24a0e89e2d65cb112019d","3a5bde4e7d9f48a48ea7bf70e7450f21","5ecedfa76ea043db89ebff1a363739ac","6b41685e49bd48e29b1977fa8cf079a9","1d38c29e17ac42c8863742cca5b1e47e","de1cf39bb71344fdbb0a508b2ea2014e","669b2e33d39040f89829c4a34705c95c","0c150f3ba6f24b699117a3b00fb1b666","ee8e1be90f484f6484c203ca91616ddd","aaa6e10995874b858072fbfae6e70b4a","fd7775bc18c8436eb597a1c59791b89b","edf39f91300e4ca4bcd0dd411ed9bbe3","024509bca6524375a0b3018b041d8ae2","79f36a1ece01428c9624919cfd4e0d31","68945571c9604ad487336510f11b5de9","3d57ed97ffd749989f433b45450d42b5","150f895eff5e4b9bb9ff4c9e8e396823","943ff8c300fc4430ba0a92cd2472c881","ae8f0d834fbc4db2a66ca2b60d0ad876","f502073112ad44359124a7c6031a915f","fa2104d2dd784a528c54ab006974237d","3dafa397d0e6418092a26710c7fbe8b0","cefe367d3f37415ca487d2c9f5f865eb","661e225c187646dd9df4c33dcc2c1320","616f7aba964f474888eded98cbc13d54","3046b533b0ff4effba314c5b1d1fefeb","789a258fa93e4a1e9261abc53f1d1c8e","605a280e550b4b15884aa2067b2d4ee3","4530ffd8994a46afb0eec0a37e043083","20f0bc206af942b59545b6012c8ea86a","187fe8eb82f9498aa8635e3be89615c6","980739fe991a4dc09bb99c5d3a9ce1ca","ebc3fe9b099544f8a1f2f4321439f23b","e60df1002d3e481b8291dd48e06e590c","9c45fccdaed44d6f9fb5252d2ca8c19f","530280945dd84c6e9feca8a3f8e8ce2f","5872154359b54ebba1e7a3cebf017670","9ed9ad96f8a6496684ba5c1f6bf45f73","574d25fd919d4a2fa2d4ed59f036c6a8","6ec2583fea7d454db2da240abfe9738b","7aec17dc3ea04b11b083a6ed286df084","de9b639161b24069ab712bc1df81dc56","620e4a0b07f24f67b9c8514ce06ec4bc","a84eb1b5c65f4660bb819312f73d4f09","508248be578f4bcba518fc06df2b5e80","6ea6cb411e1c4191b5d7743952a979f6","8bf3f0eb51ed42ee8ba4ed65cb56bb61","430f8e4241d942fa89b7e2c2f208643a","a34074bbfb5c4d69aec35b065ebe2c0d","48d981b3784b474e90a22416c2fcc53e","1d2f024c0d354ad387896a88d26da6ca","00eae275d383489fbdd9b8f72e583711","c5d1e3cc2de5484f9c8cd0c0a49608ee","6edb33bb04ab44feb3310cf489bba815","44295e035a8e4913a5188b754154fe65","22b04e260639487e9535231c30e67eed","d8320b1c884344afb9838e8836fac43f","dbe56c3251cb455f995ee0e92fb239bc","e39bbecdc63a4d6ba3a28df7ec7d6c5a","e552d995515e45c286651e3b9de2f27a","2c6468f930f74819ae95d65b2bbb0e31","f522354d220740e3a1166bbec28c3a1a","51df1f2f009a441ea37f83f99e3229f5","69c2d13d792041ad9ca45e2411b9a285","d9234922f6ed4d1c8428f6b5d54eb8a3","f172a58a9ab44102832dcac19315f564","794168a5585441089ea9f8afbec73169","f9563d01e2f049408da4f3cd30977572","aec984ced8aa49999638e882a061f274","469f1897abc9496799f0df538c18d192","2547058d892f4bf7bcf2c91452de891a","6c1038aa269c48e3919b2b128f51bcd4","2946ea44947741ef823876bb4299cf31","60b1267662db4acaae1be732a95624c0","8980ba14073347d1bccc07ab96ae4ac2","827ae5f29000472685aadd1fde09061a","57d3bd87366947eaac8bd6c13cc98a6f","bce895c8095c4054b030baff4db6da8e","846c7ab95ab241a2b7d2cddc0eaa85fa","45f9b56c32584ada898ee35a764e3b2c","78f66e6bda394c2fb3bc8f56aa29df21","d26021f539814253b8f94af3a5cbcdfc","3457a7c3b6da4ba4a8d38b8d572e96e8","bc4774eddf23401796b625f82b9f4bcc","b5cbed23388f4ea5999d1281bce0ea42","e385cb5a61bb4756b24daae062122a44","7e441aab2fbb4d0ca070ae6ecb3ee19e","6e7b2ab1d7a74e89822bc37912e05ca4","ae925e6d57a14d73b90f57fab616d4d2","6fa20cf5f8224a9ab1b262727b9133fd","8c27d52b12214ebf8d3f1a4bb89177fc","bcd7585910d94757994ea0a0daf9cc64","e684a6b33e514c7fa12560e59e9e72e6","4dbcd99bfce64a4383d7e0a7c0910dc2","e9db8d429abb4b82abb97fa725727a87","f5fe1a814bd6445d88733c93b77aacea","14d9f65ef13346e4aee46a2ac3b34d09","0299fdd0065d4abb8f6b7b54c7156e7c","6645b5e6089549288f02d019079f1efb","9990c24f4c5b4e61b8e85739fc3b645e","86dbb8d495bf474ba241d334f293f414","a4ad5580abba40ffa77d3409b50b9106","d6d1dd408ba643c69744744530991bd0","7b032b066f634aecbff7fcb216c4d846","1be04a0e7c424b4c89a318356e5da889","fee75b911ba6427e8e251b0d9e300a30","56a01594d51e4f008d5715e1a1970863","21e1ae0e6de049d9ad65f0b3b712738f","a845369cdd20442da150e4e7042a3f21","ed73251a765f451cadc29a9a2e8458eb","8af249387ba24357a2a9c1a90947b8cf","4a7c116163a04b03a0a5a70ef2ca30dc","244005bd72304d45bdd3a3d9685f48c5","ce11076026d64113885ce6aba9ccf952","f575d8ff609d49d2850eba90b2c36916","1bf195b068dd40e8936773427df30e4f","1398c78ba2bc463eb15aa7242c281297","a7094767d4064fe3a30cb8c2e0d46b19","3a0f4a8225a64ad590c642d33582cc82","d4f6d0748efd49c2a70c6091e46e4504","98198bf9329f4316ba89d3a553000c76","fbd2da93ef98463aaba2af3d8740f87e","8f3f8fd388fc4986b950e3022cbb88a0","230c2d6c6eae4699999850a10a5f380b","7f62ee355d334b7facfd5fdd8834c9d9","69bc47f43b544ed9bfa5ef30abef6690","68d30288082c4a3a97cc6d669be330eb","d7f45a86ec5e4f9ba25f65f68051402c","0ffe73c8dadd43e29d1aa4c7ab56aeda","1cad21a069424eef9a3394c23c4f9320","75cd3cbb552544ca8a5642478f06ebae","998efb1258c24746886df1c97df0ddfe","0dfb9489547b4641bf1243ca3d2cfe44","f69b23d0939b43c486d37ee67c113b6a","d26930e4dbac4a9399e33493577fcbda","2f0b699d969f46438b52bb256ac89f53","5ae29024b49d425f8a320ae321277355","861debbea903418292d68c0ac39081a1","90b92638b8384619b74af40719c8a075","a641ae654b5e4f3d96d58e819bb4371d","2257b9dc6a5344559628f4866ee330d2","1cee330898094f5aa808fbc465043821","ba0b7206a7c44d33832f9c896432ea3d","3c12ad15f92144c79c8beab7159973c0","5b910d6733554b93b996b143e290ffdd","ba0f766c5904494a83b78a741407271a","71664b39b00b4ac4909b6222a4b02b86","a9ff19b7e0aa4ce2806966c6d0e4a99a","5a54e77d9d4441a19c0143e4ef31ceff","99a88817e6a14c1f8ec83aaf37bc244a","8e2b96ecf36c44da816ab0e4df7dbb5f","32f12ad246ee4829819e37afa404c992","d325a5a6d8aa4255b6420a56d6edd21d","1ce3a160216f4564b55d80376d5705d7","432f91ce55994bac847cafb79450eccc","91e2c387f9d94fd396638b6c57bd8998","34fe9cd055544a87bdecb937c77f0972","964e331860cc473b853212f57dd6960d","e490f1e1de174b66a05ca9de0d31fe9c","f9243b05784e4911ac55c63d9e4eded4","07afb4351be84379b0541972daaaa547","0f52f56b26aa41a4a3e89ed7813cf9ce","35620e9ab2594041a136046ba2fbc042","c2610a1209ac4b439decaea124b9baed","acc1c054ae7146b1b040736d5eb15cf9","18a962bf70954317a9210c6f878c4121","d4ac354abe5d4ae49be94aa76c49fad3","2d0cf71187df4a2c8e06240be007175e","cf9891c34e7d47278eac452c524a2169","fd5dc0aaf6e04e99af5bb5ea05ce411b","f2332cf9b5c243c086368f5ca3389e58","410cacaa1627498bbfc0d3a43766b4fc","4ca5aa20622f400c92f561dc4331fca1","da1b074823bf40ffb85312ba19bb3fc0","0711acb42e864fc8a65374a0d2e97d14","95c3f9a0bd6c475e9bd9a793b4df00c9","10f3c482f0f047e6a5b8afdd213d3c87","c06a9afaa24a41ed99bcbf06b687e549","5b68982b0f2244a4ad06e6fc21683301","f2f47fe221cc4d8ca97b42a4aa62090a","1d06b55c288f49ffbce9fa7912964e5c","03a9abf9f2bd461cb2ef3424463a88a5","a236672cf8ad4fcb93d485ee68c5ddd9","429acaab338a456389cefd0efef0912e","79a684ef6f5b428e8f01d9a92c9170f0","0b98fae762a34f3db3c3b235e3cbc2de","795ed6e462ef48a594837049768ed420","884f27a312d24f7abdd33ec3d4a6278e","f2c2c9b73e5e45cb98cba9b1db14c4c8","6f9a8fb619314f0ebce3457f84f3d49f","8edeb7582330435d867c01ba6a3efd20","d1dd62b325214d46b000e02662e974de","ba4cef5adb0d4b61a7da3d2ea414f5fb","c0a969244ba2426cb65a77fc90dff8a9","762e05cfd3fa4718bc335ef1bbb44719","323890b558b04062aa853a55899fb015","4e14f3819fd14c05bd1a9966fb62789d","5025403273c143d2b5cc4db2d86ca347","dfb3efaa2c1847d09daa211264d6dd32","0a1267d811384216ab13b0f0eab1273e","1a5707afa1724c15ae6759bbc5ab2d5c","baa41cb3dddb4501865b2b208ead7b3d","886632deff934015925c8d16c1b2f01b","dfc8e23f2d414e4b88693913d820410b","2eeb1bfa8b804ca38e2028e8be58811f","9fbfa0584d6d47c0b9678425404f7a85","f3dd56d18b0c4b508845a78e93759688","b8194a75d41f481ca87e90a39faa89b1","8446122b32db4aa28f83e302f49e5243","a9a0ba5721bd466fa15197f5576d8328","ea2e5c779fde48b4bbbcc2d4142fa4e7","576abfef48764119a05e3a82647d0312","99a7f557cb554eb6a815c961e28a152d","a8bffa3d1d6549889f5107474b5d20c4","f0df37a8c120422c8bb8b8fac80c1cc2","d73e555e4fbd480884c2246c00fffe50","2fa2d6a97fe14a04939a8e1f91cdd603","37d885a175d9427484893bcdfcef68c4","d30025a66df54007ac5a0fda1f5b9a36","3787130199a342a186cea8cade431826","1e0be057235a4cccada8fd09bb721ee7","cf9cc6ba8d644bf49db9468937f2ac41","b6b8f812b4ed4c7d9490032bceeb39d2","960576826e5b41b3a32f786504f94b23","400a41652f63406783f967ddb7ddf2b1","f3d9d51a615d4ee6845549d9b0a233da","801d991dc8f5475fa3ca31b8a6a9555d","67f099d784a145d49cbfa178c7b0d0e6","1836cf5720f94d468509297c6a1be0af","efc4ef0af4004bef8d661dd8462b7866","3e8e6984bde948d5accbe6607f3481fc","1d1709b65ab44696b50b9485f9a880bf","2daf11e3ea0a47c78d3039c227db87a7","8c48fba7332240dda0bdaa4bd8ee2fdd","10faad3740904653a97fdd04064c3141","eac608d6075c4ae196efd821f58243a4","9d24bf09bb074b429b33c7fcf448dc53","feeaa294eca441cbbbe029cda3b0e31a","0bfaf4b2d5b144e6a6beed8e33fd8207","5ec847d2757b4f52be1ccce24b62d8a0","661b1f90c4744c88994b2436dbceb64c","f694784c91e946bba18176cc811e27b2","2ef0301114944444a732e7b943eb3898","14f7cc0e67f64b2181147422760c8143","dd9a6b2880584e259dd530f01044a72d","66ff85b2ccfe410c94c99cbd5860bedc","8f027f60580a46b189e77500d7571bcd","72b53cb70f0141528bf67552ce009aaa","33a1e0dc900143c184d5f0b1f68d7a0b","2f955fea8bce4d99924756e839f967cd","7df3121efe6243408063688af3db764d","27a897b9c196467cbb99a01f5f5d123c","470f2cbee052456695de3bd79eccc8f3","6835e22d04a34b918f65946211fcfa7e","159adcf98ffb48d2b473f77c0565c2d8","6490875fcfc84bb5b309783430a506e7","653428561ab5445d88db2bac39833c0f","1c767e52a3974eb8bbf34fbdfcad2207","a8a60de1a803404aaa394ef07904cccb","d671bd8cccfb4cb880573ed1b024ffe4","54d92c6f0912491a9ba62cbf83ce3d4c","891ee48357fb4cc29c81b7066c674d57","139b1f8463874bcc9635631dd9cdc119","a093d903c2a44b3f9d232e9f853f161e","fe86ade4538e4667a2d559078005d232","c25ae1fd236e437cbb3901e9384f7394","25e3a88b363d4c6b88b14b5cfd49c3ad","d5cd110efcd24ce2828a86b7069b1605","8c3cbeabccf2406d9e2f8943b28b3888","e3579fb9e8db41178e3c22281988bedf","6f6064c39ebd46e9a1477cb374528b43","5815c3962eb24fe3acbc5066b8df5103","09692bb70c45427abfdd8266570f82b1","c6947751dcb442a2abdce48700124dfa","6856489c767048d880f8b571ac4e768f","bc9f718b103d4adf8df7522262389ccb","149d6e1604824860a812bdc0086421ac","7d75302e2cdf46458664291c47c901aa","ec73d11d520a4f1dac6fe2aca7028d0a","3bdab4176789411b88cfe51fbc9eed4d","96bc883e36274f69867f105afe9cbe1c","9312e77c4e134826b72628b27cb7b3a0","ad7478ae881d445d94cbef1401b6e875","82a5c932f1c14acf9e4e645e7561359d","219543c4d51240cf83eabec23a6fa0a0","ff35d39bc6064b3495d3e99befcee573","d593752a0f4e4115957fbaaa5717a4c7","b367c9432eaf4eeca485288eb43375d0","ce9779e98ce1436d9e9b2a2f663eb679","385234aba4304c12b34f9c9556cec0c6"]},"id":"nhUvuC-Cg5kN","executionInfo":{"status":"ok","timestamp":1701218570559,"user_tz":300,"elapsed":195282,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}},"outputId":"73a4b761-cc9c-4823-b867-2d556827c88a"},"execution_count":3,"outputs":[{"output_type":"display_data","data":{"text/plain":["model_index.json:   0%|          | 0.00/541 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"18e6351152374dbdac7ff4d99309253b"}},"metadata":{}},{"output_type":"stream","name":"stderr","text":["safety_checker/pytorch_model.fp16.safetensors not found\n"]},{"output_type":"display_data","data":{"text/plain":["Fetching 30 files:   0%|          | 0/30 [00:00<?, ?it/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"cc0a9e00a294476d85eeb20190ebcf6c"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["safety_checker/config.json:   0%|          | 0.00/4.56k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"3c90bdf6822140c0bf7c25a4bf305502"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["(…)ature_extractor/preprocessor_config.json:   0%|          | 0.00/342 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"cdfcd3f60036499b86186b6e43c275f0"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["(…)kpoints/scheduler_config-checkpoint.json:   0%|          | 0.00/209 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"7f5846a695624cdaa5c7061cad500ec3"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["scheduler/scheduler_config.json:   0%|          | 0.00/313 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"1d38c29e17ac42c8863742cca5b1e47e"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["text_encoder/config.json:   0%|          | 0.00/592 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"3d57ed97ffd749989f433b45450d42b5"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.fp16.safetensors:   0%|          | 0.00/608M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"789a258fa93e4a1e9261abc53f1d1c8e"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["pytorch_model.bin:   0%|          | 0.00/1.22G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"9ed9ad96f8a6496684ba5c1f6bf45f73"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["pytorch_model.fp16.bin:   0%|          | 0.00/608M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"a34074bbfb5c4d69aec35b065ebe2c0d"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.safetensors:   0%|          | 0.00/1.22G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"e552d995515e45c286651e3b9de2f27a"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.safetensors:   0%|          | 0.00/492M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"2547058d892f4bf7bcf2c91452de891a"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["pytorch_model.bin:   0%|          | 0.00/492M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"d26021f539814253b8f94af3a5cbcdfc"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["model.fp16.safetensors:   0%|          | 0.00/246M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"e684a6b33e514c7fa12560e59e9e72e6"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["pytorch_model.fp16.bin:   0%|          | 0.00/246M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"7b032b066f634aecbff7fcb216c4d846"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer/merges.txt:   0%|          | 0.00/525k [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"f575d8ff609d49d2850eba90b2c36916"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer/special_tokens_map.json:   0%|          | 0.00/472 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"69bc47f43b544ed9bfa5ef30abef6690"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer/vocab.json:   0%|          | 0.00/1.06M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"5ae29024b49d425f8a320ae321277355"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["tokenizer/tokenizer_config.json:   0%|          | 0.00/806 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"a9ff19b7e0aa4ce2806966c6d0e4a99a"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["unet/config.json:   0%|          | 0.00/743 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"e490f1e1de174b66a05ca9de0d31fe9c"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.bin:   0%|          | 0.00/3.44G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"fd5dc0aaf6e04e99af5bb5ea05ce411b"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.fp16.bin:   0%|          | 0.00/1.72G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"1d06b55c288f49ffbce9fa7912964e5c"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.fp16.safetensors:   0%|          | 0.00/1.72G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"d1dd62b325214d46b000e02662e974de"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.non_ema.bin:   0%|          | 0.00/3.44G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"886632deff934015925c8d16c1b2f01b"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["(…)fusion_pytorch_model.non_ema.safetensors:   0%|          | 0.00/3.44G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"a8bffa3d1d6549889f5107474b5d20c4"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.safetensors:   0%|          | 0.00/3.44G [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"400a41652f63406783f967ddb7ddf2b1"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["vae/config.json:   0%|          | 0.00/551 [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"eac608d6075c4ae196efd821f58243a4"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.fp16.bin:   0%|          | 0.00/167M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"8f027f60580a46b189e77500d7571bcd"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.bin:   0%|          | 0.00/335M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"1c767e52a3974eb8bbf34fbdfcad2207"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.fp16.safetensors:   0%|          | 0.00/167M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"8c3cbeabccf2406d9e2f8943b28b3888"}},"metadata":{}},{"output_type":"display_data","data":{"text/plain":["diffusion_pytorch_model.safetensors:   0%|          | 0.00/335M [00:00<?, ?B/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"3bdab4176789411b88cfe51fbc9eed4d"}},"metadata":{}},{"output_type":"stream","name":"stderr","text":["`text_config_dict` is provided which will be used to initialize `CLIPTextConfig`. The value `text_config[\"id2label\"]` will be overriden.\n","`text_config_dict` is provided which will be used to initialize `CLIPTextConfig`. The value `text_config[\"bos_token_id\"]` will be overriden.\n","`text_config_dict` is provided which will be used to initialize `CLIPTextConfig`. The value `text_config[\"eos_token_id\"]` will be overriden.\n","The config attributes {'scaling_factor': 0.18215} were passed to AutoencoderKL, but are not expected and will be ignored. Please verify your config.json configuration file.\n"]}]},{"cell_type":"code","source":["pipe = pipe.to(\"cuda\")"],"metadata":{"id":"d4yN0PMIhF9w","executionInfo":{"status":"ok","timestamp":1701218580644,"user_tz":300,"elapsed":897,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}}},"execution_count":4,"outputs":[]},{"cell_type":"code","source":["prompt = \"Dr Seuss rendition of a pig\"\n","image = pipe(prompt, num_inference_steps=20).images[0]  # image here is in [PIL format](https://pillow.readthedocs.io/en/stable/)\n","\n","#Above, we've set the number of inference steps to be 20 for speed reasons.  The more inference steps you have, the more accurate your result.\n","\n","\n","\n","# Now to display an image you can either save it such as:\n","image.save(f\"testdrseuss.png\")\n","\n","# or if you're in a google colab you can directly display it with\n","image\n","\n","\n","#This is code to show how you can get a deterministic input by running some seed\n","# import torch\n","\n","# generator = torch.Generator(\"cuda\").manual_seed(1024)\n","\n","# image = pipe(prompt, generator=generator).images[0]\n","\n","# image"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":561,"referenced_widgets":["ad1bf52b22c3461e9673b7772cd02025","b9104d0bb579484a9597270bd2a1bc89","b8b867533f8240278902c1d4637f8ae1","c9c3fea9c8304e5fa5657c5557fd96d2","0e8e09a3479b4a70aaf32720b7c43c33","d00acfe3b8a34425978fc252b08915a7","064bf9973b1a4d7193914498b9093d04","9b30c0d835bf4d72bb2d4db461beda27","602c6ee866d447a7a8e387f82e3e02df","91d8c4a7be974d7493ad778b80bcbb81","edb714648aaa4f529aa94d732b65cf5d"]},"id":"_wAjiVWbhJpu","executionInfo":{"status":"ok","timestamp":1701218867411,"user_tz":300,"elapsed":5618,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}},"outputId":"be322fb0-dafc-4c24-dd0d-efa66381c9ef"},"execution_count":12,"outputs":[{"output_type":"display_data","data":{"text/plain":["  0%|          | 0/20 [00:00<?, ?it/s]"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"ad1bf52b22c3461e9673b7772cd02025"}},"metadata":{}},{"output_type":"execute_result","data":{"text/plain":["<PIL.Image.Image image mode=RGB size=512x512>"],"image/png":"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\n"},"metadata":{},"execution_count":12}]},{"cell_type":"code","source":["%pip install git+https://github.com/facebookresearch/xformers@1d31a3a#egg=xformers"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"gVj5ndhciHpe","executionInfo":{"status":"ok","timestamp":1701220040660,"user_tz":300,"elapsed":385440,"user":{"displayName":"Ella Crabtree","userId":"13958854139020379795"}},"outputId":"92bbfcd2-4811-4012-c2b0-977f4fc5093d"},"execution_count":14,"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting xformers\n","  Cloning https://github.com/facebookresearch/xformers (to revision 1d31a3a) to /tmp/pip-install-7vwc8tql/xformers_29c2d597bdd44114956c8cc4f219d27b\n","  Running command git clone --filter=blob:none --quiet https://github.com/facebookresearch/xformers /tmp/pip-install-7vwc8tql/xformers_29c2d597bdd44114956c8cc4f219d27b\n","\u001b[33m  WARNING: Did not find branch or tag '1d31a3a', assuming revision or ref.\u001b[0m\u001b[33m\n","\u001b[0m  Running command git checkout -q 1d31a3a\n","  Resolved https://github.com/facebookresearch/xformers to commit 1d31a3a\n","  Running command git submodule update --init --recursive -q\n","  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n","Requirement already satisfied: torch>=1.12 in /usr/local/lib/python3.10/dist-packages (from xformers) (2.1.0+cu118)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from xformers) (1.23.5)\n","Collecting pyre-extensions==0.0.23 (from xformers)\n","  Downloading pyre_extensions-0.0.23-py3-none-any.whl (11 kB)\n","Collecting typing-inspect (from pyre-extensions==0.0.23->xformers)\n","  Downloading typing_inspect-0.9.0-py3-none-any.whl (8.8 kB)\n","Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from pyre-extensions==0.0.23->xformers) (4.5.0)\n","Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (3.13.1)\n","Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (1.12)\n","Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (3.2.1)\n","Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (3.1.2)\n","Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (2023.6.0)\n","Requirement already satisfied: triton==2.1.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.12->xformers) (2.1.0)\n","Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.12->xformers) (2.1.3)\n","Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.12->xformers) (1.3.0)\n","Collecting mypy-extensions>=0.3.0 (from typing-inspect->pyre-extensions==0.0.23->xformers)\n","  Downloading mypy_extensions-1.0.0-py3-none-any.whl (4.7 kB)\n","Building wheels for collected packages: xformers\n","  Building wheel for xformers (setup.py) ... \u001b[?25l\u001b[?25hcanceled\n","\u001b[31mERROR: Operation cancelled by user\u001b[0m\u001b[31m\n","\u001b[0mTraceback (most recent call last):\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/base_command.py\", line 169, in exc_logging_wrapper\n","    status = run_func(*args)\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/req_command.py\", line 242, in wrapper\n","    return func(self, options, args)\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/commands/install.py\", line 417, in run\n","    _, build_failures = build(\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/wheel_builder.py\", line 320, in build\n","    wheel_file = _build_one(\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/wheel_builder.py\", line 194, in _build_one\n","    wheel_path = _build_one_inside_env(\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/wheel_builder.py\", line 241, in _build_one_inside_env\n","    wheel_path = build_wheel_legacy(\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/operations/build/wheel_legacy.py\", line 83, in build_wheel_legacy\n","    output = call_subprocess(\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/utils/subprocess.py\", line 166, in call_subprocess\n","    line: str = proc.stdout.readline()\n","  File \"/usr/lib/python3.10/codecs.py\", line 319, in decode\n","    def decode(self, input, final=False):\n","KeyboardInterrupt\n","\n","During handling of the above exception, another exception occurred:\n","\n","Traceback (most recent call last):\n","  File \"/usr/local/bin/pip3\", line 8, in <module>\n","    sys.exit(main())\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/main.py\", line 79, in main\n","    return command.main(cmd_args)\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/base_command.py\", line 101, in main\n","    return self._main(args)\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/base_command.py\", line 223, in _main\n","    return run(options, args)\n","  File \"/usr/local/lib/python3.10/dist-packages/pip/_internal/cli/base_command.py\", line 206, in exc_logging_wrapper\n","    logger.critical(\"Operation cancelled by user\")\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1524, in critical\n","    self._log(CRITICAL, msg, args, **kwargs)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1624, in _log\n","    self.handle(record)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1634, in handle\n","    self.callHandlers(record)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1696, in callHandlers\n","    hdlr.handle(record)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 968, in handle\n","    self.emit(record)\n","  File \"/usr/lib/python3.10/logging/handlers.py\", line 75, in emit\n","    logging.FileHandler.emit(self, record)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1218, in emit\n","    StreamHandler.emit(self, record)\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1104, in emit\n","    self.flush()\n","  File \"/usr/lib/python3.10/logging/__init__.py\", line 1084, in flush\n","    self.stream.flush()\n","KeyboardInterrupt\n","^C\n"]}]},{"cell_type":"code","source":[],"metadata":{"id":"fbK3wkS0mBO8"},"execution_count":null,"outputs":[]}]}