{ "type": "network", "version": "1.0", "data": "compressed_modalities_data.json.gz", "logo": { "file": "", "link": "", "text": "Test" }, "text": { "more": "<p><strong>Note:</strong> This visualizes a very small part of Hugging Face, more maps coming soon...</p> <br><br><br> <p><strong>Note:</strong> this is an alpha version, loading can take a bit of time and many features are missing including edge arrows and node borders, they will be added in a future version.</p> <br><br><br> <h2 class=\"title\">BibTeX</h2><p>If you use this model atlas in your research or work, please cite our paper: </p><br><pre><code>@misc{horwitz2025chartingnavigatinghuggingfaces, <br>title={Charting and Navigating Hugging Face's Model Atlas}, <br>author={Eliahu Horwitz and Nitzan Kurer and Jonathan Kahana and Liel Amar and Yedid Hoshen}, <br>year={2025}, <br>eprint={2503.10633}, <br>archivePrefix={arXiv}, <br>primaryClass={cs.LG}, <br>url={https://arxiv.org/abs/2503.10633},<br>}</code></pre>", "intro": "A model atlas for a small region of Hugging Face. The model atlas was introduced in the paper \"Charting and Navigating Hugging Face's Model Atlas\". <br><br> For more details see <a href=\"https://horwitz.ai/model-atlas\" target=\"_blank\">horwitz.ai/model-atlas</a>. <br><br> <div class=\"features\"> <h2>Key Features</h2> <ul> <li><strong>Search:</strong> Find models by name.</li> <li><strong>Color By:</strong> Customize node colors based on model attributes.</li> <li><strong>Atlas:</strong> Select the Hugging Face region to display.</li> <li><strong>Interactive Nodes:</strong> Click a node to view details, navigate to the model's Hugging Face page, or edit metadata.</li> </ul> </div> <br>", "title": "Model Atlas" }, "legend": { "edgeLabel": "edgeLabel", "colorLabel": "colorLabel", "nodeLabel": "nodeLabel" }, "features": { "search": true, "groupSelectorAttribute": false, "hoverBehavior": "dim" }, "informationPanel": { "groupByEdgeDirection": false, "imageAttribute": false }, "sigma": { "drawingProperties": { "defaultEdgeType": "curve", "defaultHoverLabelBGColor": "#002147", "defaultLabelBGColor": "#ddd", "activeFontStyle": "bold", "defaultLabelColor": "#000", "labelThreshold": 10, "defaultLabelHoverColor": "#fff", "fontStyle": "bold", "hoverFontStyle": "bold", "defaultLabelSize": 14 }, "graphProperties": { "maxEdgeSize": 2.5, "minEdgeSize": 2, "minNodeSize": 1, "maxNodeSize": 7 }, "mouseProperties": { "maxRatio": 20, "minRatio": 0.75 } } }