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End of training
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- README.md +22 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1000/text_encoder/config.json +25 -0
- checkpoint-1000/text_encoder/pytorch_model.bin +3 -0
- checkpoint-1000/unet/config.json +66 -0
- checkpoint-1000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1500/optimizer.bin +3 -0
- checkpoint-1500/random_states_0.pkl +3 -0
- checkpoint-1500/scheduler.bin +3 -0
- checkpoint-1500/text_encoder/config.json +25 -0
- checkpoint-1500/text_encoder/pytorch_model.bin +3 -0
- checkpoint-1500/unet/config.json +66 -0
- checkpoint-1500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-2000/text_encoder/config.json +25 -0
- checkpoint-2000/text_encoder/pytorch_model.bin +3 -0
- checkpoint-2000/unet/config.json +66 -0
- checkpoint-2000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-2500/optimizer.bin +3 -0
- checkpoint-2500/random_states_0.pkl +3 -0
- checkpoint-2500/scheduler.bin +3 -0
- checkpoint-2500/text_encoder/config.json +25 -0
- checkpoint-2500/text_encoder/pytorch_model.bin +3 -0
- checkpoint-2500/unet/config.json +66 -0
- checkpoint-2500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- checkpoint-3000/text_encoder/config.json +25 -0
- checkpoint-3000/text_encoder/pytorch_model.bin +3 -0
- checkpoint-3000/unet/config.json +66 -0
- checkpoint-3000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- checkpoint-500/text_encoder/config.json +25 -0
- checkpoint-500/text_encoder/pytorch_model.bin +3 -0
- checkpoint-500/unet/config.json +66 -0
- checkpoint-500/unet/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +28 -0
- logs/dreambooth/1693200432.9144347/events.out.tfevents.1693200432.glancefeed-nishant-oli-gpu-large.8533.1 +3 -0
- logs/dreambooth/1693200432.9167085/hparams.yml +58 -0
- logs/dreambooth/1693200978.4146986/events.out.tfevents.1693200978.glancefeed-nishant-oli-gpu-large.19315.1 +3 -0
- logs/dreambooth/1693200978.4163878/hparams.yml +58 -0
- logs/dreambooth/1693201186.2964692/events.out.tfevents.1693201186.glancefeed-nishant-oli-gpu-large.20407.1 +3 -0
- logs/dreambooth/1693201186.298644/hparams.yml +58 -0
README.md
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---
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license: creativeml-openrail-m
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base_model: CompVis/stable-diffusion-v1-4
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instance_prompt: a photo of sks person
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- dreambooth
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inference: true
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---
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# DreamBooth - nishant-glance/model-sd-1-4-priorp-unet-3000-lowlr-regnam3
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This is a dreambooth model derived from CompVis/stable-diffusion-v1-4. The weights were trained on a photo of sks person using [DreamBooth](https://dreambooth.github.io/).
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You can find some example images in the following.
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DreamBooth for the text encoder was enabled: True.
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checkpoint-1000/optimizer.bin
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size 7861403191
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checkpoint-1000/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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size 15691
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checkpoint-1000/scheduler.bin
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version https://git-lfs.github.com/spec/v1
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size 563
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checkpoint-1000/text_encoder/config.json
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{
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 512,
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"torch_dtype": "float32",
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"transformers_version": "4.32.0",
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"vocab_size": 49408
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}
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checkpoint-1000/text_encoder/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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size 492308829
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checkpoint-1000/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.21.0.dev0",
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"addition_time_embed_dim": null,
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"attention_head_dim": 8,
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"attention_type": "default",
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"block_out_channels": [
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320,
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640,
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1280,
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1280
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],
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"center_input_sample": false,
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"class_embed_type": null,
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"class_embeddings_concat": false,
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"conv_in_kernel": 3,
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"conv_out_kernel": 3,
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"cross_attention_dim": 768,
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"cross_attention_norm": null,
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dual_cross_attention": false,
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"encoder_hid_dim": null,
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"encoder_hid_dim_type": null,
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"flip_sin_to_cos": true,
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"freq_shift": 0,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": null,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
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"upcast_attention": false,
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"use_linear_projection": false
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}
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checkpoint-1000/unet/diffusion_pytorch_model.safetensors
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checkpoint-1500/optimizer.bin
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checkpoint-1500/random_states_0.pkl
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version https://git-lfs.github.com/spec/v1
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checkpoint-1500/scheduler.bin
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checkpoint-1500/text_encoder/config.json
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{
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"projection_dim": 512,
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"torch_dtype": "float32",
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"vocab_size": 49408
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}
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checkpoint-1500/text_encoder/pytorch_model.bin
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checkpoint-1500/unet/config.json
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{
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"_class_name": "UNet2DConditionModel",
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"_diffusers_version": "0.21.0.dev0",
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320,
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640,
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1280,
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1280
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],
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"center_input_sample": false,
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"conv_in_kernel": 3,
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"cross_attention_dim": 768,
|
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"cross_attention_norm": null,
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
|
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"mid_block_type": "UNetMidBlock2DCrossAttn",
|
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
|
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"sample_size": 64,
|
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
|
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
|
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"up_block_types": [
|
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"UpBlock2D",
|
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"CrossAttnUpBlock2D",
|
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"CrossAttnUpBlock2D",
|
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"CrossAttnUpBlock2D"
|
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],
|
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"upcast_attention": false,
|
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checkpoint-3000/unet/config.json
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@@ -0,0 +1,66 @@
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1 |
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{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
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"_diffusers_version": "0.21.0.dev0",
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4 |
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"act_fn": "silu",
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"addition_embed_type": null,
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"addition_embed_type_num_heads": 64,
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"attention_type": "default",
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"conv_in_kernel": 3,
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"cross_attention_dim": 768,
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"cross_attention_norm": null,
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"down_block_types": [
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dual_cross_attention": false,
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"flip_sin_to_cos": true,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"num_attention_heads": null,
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"num_class_embeds": null,
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"only_cross_attention": false,
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"out_channels": 4,
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"projection_class_embeddings_input_dim": null,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
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"up_block_types": [
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"UpBlock2D",
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"CrossAttnUpBlock2D",
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61 |
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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],
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"upcast_attention": false,
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"use_linear_projection": false
|
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}
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checkpoint-3000/unet/diffusion_pytorch_model.safetensors
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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checkpoint-500/optimizer.bin
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version https://git-lfs.github.com/spec/v1
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checkpoint-500/random_states_0.pkl
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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checkpoint-500/scheduler.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 563
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checkpoint-500/text_encoder/config.json
ADDED
@@ -0,0 +1,25 @@
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{
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2 |
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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3 |
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"architectures": [
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"CLIPTextModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"dropout": 0.0,
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"eos_token_id": 2,
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"hidden_act": "quick_gelu",
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"hidden_size": 768,
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"initializer_factor": 1.0,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 77,
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"model_type": "clip_text_model",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"projection_dim": 512,
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"torch_dtype": "float32",
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"transformers_version": "4.32.0",
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"vocab_size": 49408
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}
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checkpoint-500/text_encoder/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 492308829
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checkpoint-500/unet/config.json
ADDED
@@ -0,0 +1,66 @@
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{
|
2 |
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"_class_name": "UNet2DConditionModel",
|
3 |
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"_diffusers_version": "0.21.0.dev0",
|
4 |
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"_name_or_path": "CompVis/stable-diffusion-v1-4",
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"act_fn": "silu",
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"addition_embed_type": null,
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"attention_type": "default",
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"block_out_channels": [
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320,
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1280,
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1280
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],
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"center_input_sample": false,
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"conv_out_kernel": 3,
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"cross_attention_dim": 768,
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"cross_attention_norm": null,
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"down_block_types": [
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"CrossAttnDownBlock2D",
|
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"CrossAttnDownBlock2D",
|
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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],
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"downsample_padding": 1,
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"dual_cross_attention": false,
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"flip_sin_to_cos": true,
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"in_channels": 4,
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"layers_per_block": 2,
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"mid_block_only_cross_attention": null,
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"mid_block_scale_factor": 1,
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"mid_block_type": "UNetMidBlock2DCrossAttn",
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"norm_eps": 1e-05,
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"norm_num_groups": 32,
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"only_cross_attention": false,
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"out_channels": 4,
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"resnet_out_scale_factor": 1.0,
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"resnet_skip_time_act": false,
|
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"resnet_time_scale_shift": "default",
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"sample_size": 64,
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"time_cond_proj_dim": null,
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"time_embedding_act_fn": null,
|
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"time_embedding_dim": null,
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"time_embedding_type": "positional",
|
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"timestep_post_act": null,
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"transformer_layers_per_block": 1,
|
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"up_block_types": [
|
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"UpBlock2D",
|
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"CrossAttnUpBlock2D",
|
61 |
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"CrossAttnUpBlock2D",
|
62 |
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"CrossAttnUpBlock2D"
|
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],
|
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"upcast_attention": false,
|
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"use_linear_projection": false
|
66 |
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}
|
checkpoint-500/unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 3438167536
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feature_extractor/preprocessor_config.json
ADDED
@@ -0,0 +1,28 @@
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
|
7 |
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"do_convert_rgb": true,
|
8 |
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"do_normalize": true,
|
9 |
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"do_rescale": true,
|
10 |
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"do_resize": true,
|
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"feature_extractor_type": "CLIPFeatureExtractor",
|
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"image_mean": [
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0.48145466,
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0.4578275,
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0.40821073
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],
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"image_processor_type": "CLIPImageProcessor",
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"image_std": [
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0.26862954,
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0.26130258,
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0.27577711
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 224
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}
|
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}
|
logs/dreambooth/1693200432.9144347/events.out.tfevents.1693200432.glancefeed-nishant-oli-gpu-large.8533.1
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:55a5d6a4e908c4b4b1d736409ca39177d5fcffa41a4047d06d176feab05689dc
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size 2924
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logs/dreambooth/1693200432.9167085/hparams.yml
ADDED
@@ -0,0 +1,58 @@
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|
1 |
+
adam_beta1: 0.9
|
2 |
+
adam_beta2: 0.999
|
3 |
+
adam_epsilon: 1.0e-08
|
4 |
+
adam_weight_decay: 0.01
|
5 |
+
allow_tf32: false
|
6 |
+
center_crop: false
|
7 |
+
checkpointing_steps: 500
|
8 |
+
checkpoints_total_limit: null
|
9 |
+
class_data_dir: class-sd-1-4-priorp-unet-3000-lowlr-regnam3
|
10 |
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class_labels_conditioning: null
|
11 |
+
class_prompt: a photo of person
|
12 |
+
dataloader_num_workers: 0
|
13 |
+
enable_xformers_memory_efficient_attention: false
|
14 |
+
gradient_accumulation_steps: 1
|
15 |
+
gradient_checkpointing: true
|
16 |
+
hub_model_id: null
|
17 |
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hub_token: null
|
18 |
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instance_data_dir: radhika
|
19 |
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instance_prompt: a photo of sks person
|
20 |
+
learning_rate: 1.0e-06
|
21 |
+
local_rank: 0
|
22 |
+
logging_dir: logs
|
23 |
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lr_num_cycles: 1
|
24 |
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lr_power: 1.0
|
25 |
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lr_scheduler: constant
|
26 |
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lr_warmup_steps: 0
|
27 |
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max_grad_norm: 1.0
|
28 |
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max_train_steps: 3000
|
29 |
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mixed_precision: null
|
30 |
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num_class_images: 2400
|
31 |
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num_train_epochs: 3
|
32 |
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num_validation_images: 4
|
33 |
+
offset_noise: false
|
34 |
+
output_dir: model-sd-1-4-priorp-unet-3000-lowlr-regnam3
|
35 |
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pre_compute_text_embeddings: false
|
36 |
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pretrained_model_name_or_path: CompVis/stable-diffusion-v1-4
|
37 |
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prior_generation_precision: null
|
38 |
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prior_loss_weight: 1.0
|
39 |
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push_to_hub: true
|
40 |
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report_to: tensorboard
|
41 |
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resolution: 512
|
42 |
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resume_from_checkpoint: null
|
43 |
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revision: null
|
44 |
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sample_batch_size: 4
|
45 |
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scale_lr: false
|
46 |
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seed: null
|
47 |
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set_grads_to_none: false
|
48 |
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skip_save_text_encoder: false
|
49 |
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text_encoder_use_attention_mask: false
|
50 |
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tokenizer_max_length: null
|
51 |
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tokenizer_name: null
|
52 |
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train_batch_size: 1
|
53 |
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train_text_encoder: true
|
54 |
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use_8bit_adam: false
|
55 |
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validation_prompt: null
|
56 |
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validation_scheduler: DPMSolverMultistepScheduler
|
57 |
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validation_steps: 100
|
58 |
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with_prior_preservation: true
|
logs/dreambooth/1693200978.4146986/events.out.tfevents.1693200978.glancefeed-nishant-oli-gpu-large.19315.1
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 2924
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logs/dreambooth/1693200978.4163878/hparams.yml
ADDED
@@ -0,0 +1,58 @@
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|
1 |
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adam_beta1: 0.9
|
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|
3 |
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|
4 |
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|
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|
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|
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|
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|
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|
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class_prompt: a photo of person
|
12 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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validation_scheduler: DPMSolverMultistepScheduler
|
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|
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logs/dreambooth/1693201186.2964692/events.out.tfevents.1693201186.glancefeed-nishant-oli-gpu-large.20407.1
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 2924
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logs/dreambooth/1693201186.298644/hparams.yml
ADDED
@@ -0,0 +1,58 @@
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