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Getting Started with Repositories

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Models&quot;,&quot;id&quot;:&quot;models-downloading&quot;,&quot;url&quot;:&quot;/docs/hub/models-downloading&quot;},{&quot;title&quot;:&quot;Integrated Libraries&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;models-libraries&quot;,&quot;url&quot;:&quot;/docs/hub/models-libraries&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Adapters&quot;,&quot;id&quot;:&quot;adapters&quot;,&quot;url&quot;:&quot;/docs/hub/adapters&quot;},{&quot;title&quot;:&quot;AllenNLP&quot;,&quot;id&quot;:&quot;allennlp&quot;,&quot;url&quot;:&quot;/docs/hub/allennlp&quot;},{&quot;title&quot;:&quot;BERTopic&quot;,&quot;id&quot;:&quot;bertopic&quot;,&quot;url&quot;:&quot;/docs/hub/bertopic&quot;},{&quot;title&quot;:&quot;Asteroid&quot;,&quot;id&quot;:&quot;asteroid&quot;,&quot;url&quot;:&quot;/docs/hub/asteroid&quot;},{&quot;title&quot;:&quot;Diffusers&quot;,&quot;id&quot;:&quot;diffusers&quot;,&quot;url&quot;:&quot;/docs/hub/diffusers&quot;},{&quot;title&quot;:&quot;ESPnet&quot;,&quot;id&quot;:&quot;espnet&quot;,&quot;url&quot;:&quot;/docs/hub/espnet&quot;},{&quot;title&quot;:&quot;fastai&quot;,&quot;id&quot;:&quot;fastai&quot;,&quot;url&quot;:&quot;/docs/hub/fastai&quot;},{&quot;title&quot;:&quot;Flair&quot;,&quot;id&quot;:&quot;flair&quot;,&quot;url&quot;:&quot;/docs/hub/flair&quot;},{&quot;title&quot;:&quot;Keras&quot;,&quot;id&quot;:&quot;keras&quot;,&quot;url&quot;:&quot;/docs/hub/keras&quot;},{&quot;title&quot;:&quot;TF-Keras (legacy)&quot;,&quot;id&quot;:&quot;tf-keras&quot;,&quot;url&quot;:&quot;/docs/hub/tf-keras&quot;},{&quot;title&quot;:&quot;ML-Agents&quot;,&quot;id&quot;:&quot;ml-agents&quot;,&quot;url&quot;:&quot;/docs/hub/ml-agents&quot;},{&quot;title&quot;:&quot;mlx-image&quot;,&quot;id&quot;:&quot;mlx-image&quot;,&quot;url&quot;:&quot;/docs/hub/mlx-image&quot;},{&quot;title&quot;:&quot;MLX&quot;,&quot;id&quot;:&quot;mlx&quot;,&quot;url&quot;:&quot;/docs/hub/mlx&quot;},{&quot;title&quot;:&quot;OpenCLIP&quot;,&quot;id&quot;:&quot;open_clip&quot;,&quot;url&quot;:&quot;/docs/hub/open_clip&quot;},{&quot;title&quot;:&quot;PaddleNLP&quot;,&quot;id&quot;:&quot;paddlenlp&quot;,&quot;url&quot;:&quot;/docs/hub/paddlenlp&quot;},{&quot;title&quot;:&quot;peft&quot;,&quot;id&quot;:&quot;peft&quot;,&quot;url&quot;:&quot;/docs/hub/peft&quot;},{&quot;title&quot;:&quot;RL-Baselines3-Zoo&quot;,&quot;id&quot;:&quot;rl-baselines3-zoo&quot;,&quot;url&quot;:&quot;/docs/hub/rl-baselines3-zoo&quot;},{&quot;title&quot;:&quot;Sample Factory&quot;,&quot;id&quot;:&quot;sample-factory&quot;,&quot;url&quot;:&quot;/docs/hub/sample-factory&quot;},{&quot;title&quot;:&quot;Sentence Transformers&quot;,&quot;id&quot;:&quot;sentence-transformers&quot;,&quot;url&quot;:&quot;/docs/hub/sentence-transformers&quot;},{&quot;title&quot;:&quot;SetFit&quot;,&quot;id&quot;:&quot;setfit&quot;,&quot;url&quot;:&quot;/docs/hub/setfit&quot;},{&quot;title&quot;:&quot;spaCy&quot;,&quot;id&quot;:&quot;spacy&quot;,&quot;url&quot;:&quot;/docs/hub/spacy&quot;},{&quot;title&quot;:&quot;SpanMarker&quot;,&quot;id&quot;:&quot;span_marker&quot;,&quot;url&quot;:&quot;/docs/hub/span_marker&quot;},{&quot;title&quot;:&quot;SpeechBrain&quot;,&quot;id&quot;:&quot;speechbrain&quot;,&quot;url&quot;:&quot;/docs/hub/speechbrain&quot;},{&quot;title&quot;:&quot;Stable-Baselines3&quot;,&quot;id&quot;:&quot;stable-baselines3&quot;,&quot;url&quot;:&quot;/docs/hub/stable-baselines3&quot;},{&quot;title&quot;:&quot;Stanza&quot;,&quot;id&quot;:&quot;stanza&quot;,&quot;url&quot;:&quot;/docs/hub/stanza&quot;},{&quot;title&quot;:&quot;TensorBoard&quot;,&quot;id&quot;:&quot;tensorboard&quot;,&quot;url&quot;:&quot;/docs/hub/tensorboard&quot;},{&quot;title&quot;:&quot;timm&quot;,&quot;id&quot;:&quot;timm&quot;,&quot;url&quot;:&quot;/docs/hub/timm&quot;},{&quot;title&quot;:&quot;Transformers&quot;,&quot;id&quot;:&quot;transformers&quot;,&quot;url&quot;:&quot;/docs/hub/transformers&quot;},{&quot;title&quot;:&quot;Transformers.js&quot;,&quot;id&quot;:&quot;transformers-js&quot;,&quot;url&quot;:&quot;/docs/hub/transformers-js&quot;},{&quot;title&quot;:&quot;Unity Sentis&quot;,&quot;id&quot;:&quot;unity-sentis&quot;,&quot;url&quot;:&quot;/docs/hub/unity-sentis&quot;}]},{&quot;title&quot;:&quot;Model Widgets&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;models-widgets&quot;,&quot;url&quot;:&quot;/docs/hub/models-widgets&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Widget Examples&quot;,&quot;id&quot;:&quot;models-widgets-examples&quot;,&quot;url&quot;:&quot;/docs/hub/models-widgets-examples&quot;}]},{&quot;title&quot;:&quot;Inference API docs&quot;,&quot;id&quot;:&quot;models-inference&quot;,&quot;url&quot;:&quot;/docs/hub/models-inference&quot;},{&quot;title&quot;:&quot;Models Download Stats&quot;,&quot;id&quot;:&quot;models-download-stats&quot;,&quot;url&quot;:&quot;/docs/hub/models-download-stats&quot;},{&quot;title&quot;:&quot;Frequently Asked Questions&quot;,&quot;id&quot;:&quot;models-faq&quot;,&quot;url&quot;:&quot;/docs/hub/models-faq&quot;},{&quot;title&quot;:&quot;Advanced Topics&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;models-advanced&quot;,&quot;url&quot;:&quot;/docs/hub/models-advanced&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Integrate a library with the Hub&quot;,&quot;id&quot;:&quot;models-adding-libraries&quot;,&quot;url&quot;:&quot;/docs/hub/models-adding-libraries&quot;},{&quot;title&quot;:&quot;Tasks&quot;,&quot;id&quot;:&quot;models-tasks&quot;,&quot;url&quot;:&quot;/docs/hub/models-tasks&quot;},{&quot;title&quot;:&quot;GGUF&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;gguf&quot;,&quot;url&quot;:&quot;/docs/hub/gguf&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;GGUF usage with llama.cpp&quot;,&quot;id&quot;:&quot;gguf-llamacpp&quot;,&quot;url&quot;:&quot;/docs/hub/gguf-llamacpp&quot;},{&quot;title&quot;:&quot;GGUF usage with GPT4All&quot;,&quot;id&quot;:&quot;gguf-gpt4all&quot;,&quot;url&quot;:&quot;/docs/hub/gguf-gpt4all&quot;},{&quot;title&quot;:&quot;GGUF usage with Ollama&quot;,&quot;id&quot;:&quot;ollama&quot;,&quot;url&quot;:&quot;/docs/hub/ollama&quot;}]}]}]},{&quot;title&quot;:&quot;Datasets&quot;,&quot;isExpanded&quot;:true,&quot;id&quot;:&quot;datasets&quot;,&quot;url&quot;:&quot;/docs/hub/datasets&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Datasets Overview&quot;,&quot;id&quot;:&quot;datasets-overview&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-overview&quot;},{&quot;title&quot;:&quot;Dataset Cards&quot;,&quot;id&quot;:&quot;datasets-cards&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-cards&quot;},{&quot;title&quot;:&quot;Gated Datasets&quot;,&quot;id&quot;:&quot;datasets-gated&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-gated&quot;},{&quot;title&quot;:&quot;Uploading Datasets&quot;,&quot;id&quot;:&quot;datasets-adding&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-adding&quot;},{&quot;title&quot;:&quot;Downloading Datasets&quot;,&quot;id&quot;:&quot;datasets-downloading&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-downloading&quot;},{&quot;title&quot;:&quot;Integrated Libraries&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;datasets-libraries&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-libraries&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Argilla&quot;,&quot;id&quot;:&quot;datasets-argilla&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-argilla&quot;},{&quot;title&quot;:&quot;Dask&quot;,&quot;id&quot;:&quot;datasets-dask&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-dask&quot;},{&quot;title&quot;:&quot;Datasets&quot;,&quot;id&quot;:&quot;datasets-usage&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-usage&quot;},{&quot;title&quot;:&quot;Distilabel&quot;,&quot;id&quot;:&quot;datasets-distilabel&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-distilabel&quot;},{&quot;title&quot;:&quot;DuckDB&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;datasets-duckdb&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Authentication for private and gated datasets&quot;,&quot;id&quot;:&quot;datasets-duckdb-auth&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb-auth&quot;},{&quot;title&quot;:&quot;Query datasets&quot;,&quot;id&quot;:&quot;datasets-duckdb-select&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb-select&quot;},{&quot;title&quot;:&quot;Perform SQL operations&quot;,&quot;id&quot;:&quot;datasets-duckdb-sql&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb-sql&quot;},{&quot;title&quot;:&quot;Combine datasets and export&quot;,&quot;id&quot;:&quot;datasets-duckdb-combine-and-export&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb-combine-and-export&quot;},{&quot;title&quot;:&quot;Perform vector similarity search&quot;,&quot;id&quot;:&quot;datasets-duckdb-vector-similarity-search&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-duckdb-vector-similarity-search&quot;}]},{&quot;title&quot;:&quot;FiftyOne&quot;,&quot;id&quot;:&quot;datasets-fiftyone&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-fiftyone&quot;},{&quot;title&quot;:&quot;Pandas&quot;,&quot;id&quot;:&quot;datasets-pandas&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-pandas&quot;},{&quot;title&quot;:&quot;Polars&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;datasets-polars&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-polars&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Authentication for private and gated datasets&quot;,&quot;id&quot;:&quot;datasets-polars-auth&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-polars-auth&quot;},{&quot;title&quot;:&quot;Supported file formats&quot;,&quot;id&quot;:&quot;datasets-polars-file-formats&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-polars-file-formats&quot;},{&quot;title&quot;:&quot;Performing data transformations&quot;,&quot;id&quot;:&quot;datasets-polars-operations&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-polars-operations&quot;},{&quot;title&quot;:&quot;Performance optimizations&quot;,&quot;id&quot;:&quot;datasets-polars-optimizations&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-polars-optimizations&quot;}]},{&quot;title&quot;:&quot;Spark&quot;,&quot;id&quot;:&quot;datasets-spark&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-spark&quot;},{&quot;title&quot;:&quot;WebDataset&quot;,&quot;id&quot;:&quot;datasets-webdataset&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-webdataset&quot;}]},{&quot;title&quot;:&quot;Dataset Viewer&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;datasets-viewer&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-viewer&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Configure the Dataset Viewer&quot;,&quot;id&quot;:&quot;datasets-viewer-configure&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-viewer-configure&quot;},{&quot;title&quot;:&quot;Embed the Dataset Viewer in a webpage&quot;,&quot;id&quot;:&quot;datasets-viewer-embed&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-viewer-embed&quot;},{&quot;title&quot;:&quot;SQL Console&quot;,&quot;id&quot;:&quot;datasets-viewer-sql-console&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-viewer-sql-console&quot;}]},{&quot;title&quot;:&quot;Datasets Download Stats&quot;,&quot;id&quot;:&quot;datasets-download-stats&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-download-stats&quot;},{&quot;title&quot;:&quot;Data files Configuration&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;datasets-data-files-configuration&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-data-files-configuration&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;File names and splits&quot;,&quot;id&quot;:&quot;datasets-file-names-and-splits&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-file-names-and-splits&quot;},{&quot;title&quot;:&quot;Manual Configuration&quot;,&quot;id&quot;:&quot;datasets-manual-configuration&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-manual-configuration&quot;},{&quot;title&quot;:&quot;Audio Dataset&quot;,&quot;id&quot;:&quot;datasets-audio&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-audio&quot;},{&quot;title&quot;:&quot;Image Dataset&quot;,&quot;id&quot;:&quot;datasets-image&quot;,&quot;url&quot;:&quot;/docs/hub/datasets-image&quot;}]}]},{&quot;title&quot;:&quot;Spaces&quot;,&quot;isExpanded&quot;:true,&quot;id&quot;:&quot;spaces&quot;,&quot;url&quot;:&quot;/docs/hub/spaces&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Spaces Overview&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;spaces-overview&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-overview&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Handling Spaces Dependencies&quot;,&quot;id&quot;:&quot;spaces-dependencies&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-dependencies&quot;},{&quot;title&quot;:&quot;Spaces Settings&quot;,&quot;id&quot;:&quot;spaces-settings&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-settings&quot;},{&quot;title&quot;:&quot;Using Spaces for Organization Cards&quot;,&quot;id&quot;:&quot;spaces-organization-cards&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-organization-cards&quot;}]},{&quot;title&quot;:&quot;Spaces GPU Upgrades&quot;,&quot;id&quot;:&quot;spaces-gpus&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-gpus&quot;},{&quot;title&quot;:&quot;Spaces ZeroGPU&quot;,&quot;id&quot;:&quot;spaces-zerogpu&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-zerogpu&quot;},{&quot;title&quot;:&quot;Spaces Dev Mode&quot;,&quot;id&quot;:&quot;spaces-dev-mode&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-dev-mode&quot;},{&quot;title&quot;:&quot;Spaces Persistent Storage&quot;,&quot;id&quot;:&quot;spaces-storage&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-storage&quot;},{&quot;title&quot;:&quot;Gradio Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-gradio&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-gradio&quot;},{&quot;title&quot;:&quot;Streamlit Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-streamlit&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-streamlit&quot;},{&quot;title&quot;:&quot;Static HTML Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-static&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-static&quot;},{&quot;title&quot;:&quot;Docker Spaces&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;spaces-sdks-docker&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Your first Docker Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-first-demo&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-first-demo&quot;},{&quot;title&quot;:&quot;Example Docker Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-examples&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-examples&quot;},{&quot;title&quot;:&quot;JupyterLab on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-jupyter&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-jupyter&quot;},{&quot;title&quot;:&quot;Argilla on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-argilla&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-argilla&quot;},{&quot;title&quot;:&quot;Livebook on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-livebook&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-livebook&quot;},{&quot;title&quot;:&quot;Label Studio on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-label-studio&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-label-studio&quot;},{&quot;title&quot;:&quot;Aim on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-aim&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-aim&quot;},{&quot;title&quot;:&quot;Shiny on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-shiny&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-shiny&quot;},{&quot;title&quot;:&quot;ZenML on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-zenml&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-zenml&quot;},{&quot;title&quot;:&quot;ChatUI on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-chatui&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-chatui&quot;},{&quot;title&quot;:&quot;Panel on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-panel&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-panel&quot;},{&quot;title&quot;:&quot;Tabby on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-tabby&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-tabby&quot;},{&quot;title&quot;:&quot;Giskard on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-giskard&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-giskard&quot;},{&quot;title&quot;:&quot;Evidence on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-evidence&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-evidence&quot;},{&quot;title&quot;:&quot;marimo on Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-docker-marimo&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-docker-marimo&quot;}]},{&quot;title&quot;:&quot;Embed your Space&quot;,&quot;id&quot;:&quot;spaces-embed&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-embed&quot;},{&quot;title&quot;:&quot;Run Spaces with Docker&quot;,&quot;id&quot;:&quot;spaces-run-with-docker&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-run-with-docker&quot;},{&quot;title&quot;:&quot;Spaces Configuration Reference&quot;,&quot;id&quot;:&quot;spaces-config-reference&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-config-reference&quot;},{&quot;title&quot;:&quot;Sign-In with HF button&quot;,&quot;id&quot;:&quot;spaces-oauth&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-oauth&quot;},{&quot;title&quot;:&quot;Spaces Changelog&quot;,&quot;id&quot;:&quot;spaces-changelog&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-changelog&quot;},{&quot;title&quot;:&quot;Advanced Topics&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;spaces-advanced&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-advanced&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Using OpenCV in Spaces&quot;,&quot;id&quot;:&quot;spaces-using-opencv&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-using-opencv&quot;},{&quot;title&quot;:&quot;More ways to create Spaces&quot;,&quot;id&quot;:&quot;spaces-more-ways-to-create&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-more-ways-to-create&quot;},{&quot;title&quot;:&quot;Managing Spaces with Github Actions&quot;,&quot;id&quot;:&quot;spaces-github-actions&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-github-actions&quot;},{&quot;title&quot;:&quot;Managing Spaces with CircleCI Workflows&quot;,&quot;id&quot;:&quot;spaces-circleci&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-circleci&quot;},{&quot;title&quot;:&quot;Custom Python Spaces&quot;,&quot;id&quot;:&quot;spaces-sdks-python&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-sdks-python&quot;},{&quot;title&quot;:&quot;How to Add a Space to ArXiv&quot;,&quot;id&quot;:&quot;spaces-add-to-arxiv&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-add-to-arxiv&quot;},{&quot;title&quot;:&quot;Cookie limitations in Spaces&quot;,&quot;id&quot;:&quot;spaces-cookie-limitations&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-cookie-limitations&quot;},{&quot;title&quot;:&quot;Set URL query and hash&quot;,&quot;id&quot;:&quot;spaces-handle-url-parameters&quot;,&quot;url&quot;:&quot;/docs/hub/spaces-handle-url-parameters&quot;}]}]},{&quot;title&quot;:&quot;Other&quot;,&quot;isExpanded&quot;:true,&quot;id&quot;:&quot;other&quot;,&quot;url&quot;:&quot;/docs/hub/other&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Organizations&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;organizations&quot;,&quot;url&quot;:&quot;/docs/hub/organizations&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Managing Organizations&quot;,&quot;id&quot;:&quot;organizations-managing&quot;,&quot;url&quot;:&quot;/docs/hub/organizations-managing&quot;},{&quot;title&quot;:&quot;Organization Cards&quot;,&quot;id&quot;:&quot;organizations-cards&quot;,&quot;url&quot;:&quot;/docs/hub/organizations-cards&quot;},{&quot;title&quot;:&quot;Access Control in Organizations&quot;,&quot;id&quot;:&quot;organizations-security&quot;,&quot;url&quot;:&quot;/docs/hub/organizations-security&quot;}]},{&quot;title&quot;:&quot;Enterprise Hub&quot;,&quot;isExpanded&quot;:false,&quot;id&quot;:&quot;enterprise-hub&quot;,&quot;url&quot;:&quot;/docs/hub/enterprise-hub&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Single Sign-On (SSO)&quot;,&quot;id&quot;:&quot;enterprise-sso&quot;,&quot;url&quot;:&quot;/docs/hub/enterprise-sso&quot;},{&quot;title&quot;:&quot;Audit Logs&quot;,&quot;id&quot;:&quot;audit-logs&quot;,&quot;url&quot;:&quot;/docs/hub/audit-logs&quot;},{&quot;title&quot;:&quot;Storage Regions&quot;,&quot;id&quot;:&quot;storage-regions&quot;,&quot;url&quot;:&quot;/docs/hub/storage-regions&quot;},{&quot;title&quot;:&quot;Dataset viewer for Private datasets&quot;,&quot;id&quot;:&quot;enterprise-hub-datasets&quot;,&quot;url&quot;:&quot;/docs/hub/enterprise-hub-datasets&quot;},{&quot;title&quot;:&quot;Resource Groups (Access 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Hub&quot;,&quot;id&quot;:&quot;security-sso-azure-oidc&quot;,&quot;url&quot;:&quot;/docs/hub/security-sso-azure-oidc&quot;}]},{&quot;title&quot;:&quot;Advanced Access Control (Resource Groups)&quot;,&quot;id&quot;:&quot;security-resource-groups&quot;,&quot;url&quot;:&quot;/docs/hub/security-resource-groups&quot;},{&quot;title&quot;:&quot;Malware Scanning&quot;,&quot;id&quot;:&quot;security-malware&quot;,&quot;url&quot;:&quot;/docs/hub/security-malware&quot;},{&quot;title&quot;:&quot;Pickle Scanning&quot;,&quot;id&quot;:&quot;security-pickle&quot;,&quot;url&quot;:&quot;/docs/hub/security-pickle&quot;},{&quot;title&quot;:&quot;Secrets Scanning&quot;,&quot;id&quot;:&quot;security-secrets&quot;,&quot;url&quot;:&quot;/docs/hub/security-secrets&quot;},{&quot;title&quot;:&quot;Protect 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HF&quot;,&quot;id&quot;:&quot;oauth&quot;,&quot;url&quot;:&quot;/docs/hub/oauth&quot;}]}],&quot;chapterId&quot;:&quot;repositories-getting-started&quot;,&quot;docType&quot;:&quot;docs&quot;,&quot;isLoggedIn&quot;:false,&quot;lang&quot;:&quot;en&quot;,&quot;langs&quot;:[&quot;en&quot;],&quot;library&quot;:&quot;hub&quot;,&quot;theme&quot;:&quot;light&quot;,&quot;version&quot;:&quot;main&quot;,&quot;versions&quot;:[{&quot;version&quot;:&quot;main&quot;}],&quot;title&quot;:&quot;Getting Started with Repositories&quot;}"> <div class="z-2 w-full flex-none lg:flex lg:h-dvh lg:w-[270px] lg:flex-col 2xl:w-[300px] false"><div class="shadow-alternate flex h-auto w-full items-center rounded-b-xl border-b bg-white py-2 text-lg leading-tight lg:hidden"> <div class="flex flex-1 cursor-pointer flex-col justify-center self-stretch pl-6"><p class="text-sm text-gray-400 first-letter:capitalize">Hub documentation </p> <div class="mr-2 flex items-center"><p class="font-semibold">Getting Started with 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file&quot;,&quot;local&quot;:&quot;creating-a-new-file&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Uploading a file&quot;,&quot;local&quot;:&quot;uploading-a-file&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Adding files to a repository (terminal)&quot;,&quot;local&quot;:&quot;terminal&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;Cloning repositories&quot;,&quot;local&quot;:&quot;cloning-repositories&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Set up&quot;,&quot;local&quot;:&quot;set-up&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;Pushing files&quot;,&quot;local&quot;:&quot;pushing-files&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&quot;depth&quot;:2},{&quot;title&quot;:&quot;Viewing a repo’s history&quot;,&quot;local&quot;:&quot;viewing-a-repos-history&quot;,&quot;sections&quot;:[],&quot;depth&quot;:2}],&quot;depth&quot;:1}"><!-- HEAD_svelte-u9bgzb_END --> <p></p> <h1 class="relative group"><a id="getting-started-with-repositories" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#getting-started-with-repositories"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Getting Started with Repositories</span></h1> <p data-svelte-h="svelte-18jeh08">This beginner-friendly guide will help you get the basic skills you need to create and manage your repository on the Hub. Each section builds on the previous one, so feel free to choose where to start!</p> <h2 class="relative group"><a id="requirements" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#requirements"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Requirements</span></h2> <p data-svelte-h="svelte-jplm0f">This document shows how to handle repositories through the web interface as well as through the terminal. There are no requirements if working with the UI. If you want to work with the terminal, please follow these installation instructions.</p> <p data-svelte-h="svelte-10onan1">If you do not have <code>git</code> available as a CLI command yet, you will need to <a href="https://git-scm.com/downloads" rel="nofollow">install Git</a> for your platform. You will also need to <a href="https://git-lfs.github.com/" rel="nofollow">install Git LFS</a>, which will be used to handle large files such as images and model weights.</p> <p data-svelte-h="svelte-10qq2kp">To be able to push your code to the Hub, you’ll need to authenticate somehow. The easiest way to do this is by installing the <a href="https://huggingface.co/docs/huggingface_hub/index" rel="nofollow"><code>huggingface_hub</code> CLI</a> and running the login command:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->python -m pip install huggingface_hub huggingface-cli login<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-m84aem"><strong>The content in the Getting Started section of this document is also available as a video!</strong></p> <iframe width="560" height="315" src="https://www.youtube-nocookie.com/embed/rkCly_cbMBk" title="Managing a repo" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe> <h2 class="relative group"><a id="creating-a-repository" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#creating-a-repository"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Creating a repository</span></h2> <p data-svelte-h="svelte-9jw57k">Using the Hub’s web interface you can easily create repositories, add files (even large ones!), explore models, visualize diffs, and much more. There are three kinds of repositories on the Hub, and in this guide you’ll be creating a <strong>model repository</strong> for demonstration purposes. For information on creating and managing models, datasets, and Spaces, refer to their respective documentation.</p> <ol data-svelte-h="svelte-i0pqxh"><li>To create a new repository, visit <a href="http://huggingface.co/new" rel="nofollow">huggingface.co/new</a>:</li></ol> <div class="flex justify-center" data-svelte-h="svelte-1329z6f"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/new_repo.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/new_repo-dark.png"></div> <ol start="2" data-svelte-h="svelte-cmgrh3"><li><p>Specify the owner of the repository: this can be either you or any of the organizations you’re affiliated with.</p></li> <li><p>Enter your model’s name. This will also be the name of the repository.</p></li> <li><p>Specify whether you want your model to be public or private.</p></li> <li><p>Specify the license. You can leave the <em>License</em> field blank for now. To learn about licenses, visit the <a href="repositories-licenses"><strong>Licenses</strong></a> documentation.</p></li></ol> <p data-svelte-h="svelte-1glo7k3">After creating your model repository, you should see a page like this:</p> <div class="flex justify-center" data-svelte-h="svelte-fylt99"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/empty_repo.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/empty_repo-dark.png"></div> <p data-svelte-h="svelte-5qfa79">Note that the Hub prompts you to create a <em>Model Card</em>, which you can learn about in the <a href="./model-cards"><strong>Model Cards documentation</strong></a>. Including a Model Card in your model repo is best practice, but since we’re only making a test repo at the moment we can skip this.</p> <h2 class="relative group"><a id="adding-files-to-a-repository-web-ui" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#adding-files-to-a-repository-web-ui"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Adding files to a repository (Web UI)</span></h2> <p data-svelte-h="svelte-gg40nn">To add files to your repository via the web UI, start by selecting the <strong>Files</strong> tab, navigating to the desired directory, and then clicking <strong>Add file</strong>. You’ll be given the option to create a new file or upload a file directly from your computer.</p> <div class="flex justify-center" data-svelte-h="svelte-11fhgwf"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-add_file.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-add_file-dark.png"></div> <h3 class="relative group"><a id="creating-a-new-file" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#creating-a-new-file"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Creating a new file</span></h3> <p data-svelte-h="svelte-klvs3g">Choosing to create a new file will take you to the following editor screen, where you can choose a name for your file, add content, and save your file with a message that summarizes your changes. Instead of directly committing the new file to your repo’s <code>main</code> branch, you can select <code>Open as a pull request</code> to create a <a href="./repositories-pull-requests-discussions">Pull Request</a>.</p> <div class="flex justify-center" data-svelte-h="svelte-1odm04p"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-create_file.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-create_file-dark.png"></div> <h3 class="relative group"><a id="uploading-a-file" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#uploading-a-file"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Uploading a file</span></h3> <p data-svelte-h="svelte-1pm9h7b">If you choose <em>Upload file</em> you’ll be able to choose a local file to upload, along with a message summarizing your changes to the repo.</p> <div class="flex justify-center" data-svelte-h="svelte-1nct7w7"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-upload_file.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repositories-upload_file-dark.png"></div> <p data-svelte-h="svelte-1m95obm">As with creating new files, you can select <code>Open as a pull request</code> to create a <a href="./repositories-pull-requests-discussions">Pull Request</a> instead of adding your changes directly to the <code>main</code> branch of your repo.</p> <h2 class="relative group"><a id="terminal" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#terminal"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Adding files to a repository (terminal)</span></h2> <h3 class="relative group"><a id="cloning-repositories" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#cloning-repositories"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Cloning repositories</span></h3> <p data-svelte-h="svelte-1q61s0k">Downloading repositories to your local machine is called <em>cloning</em>. You can use the following commands to load your repo and navigate to it:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->git <span class="hljs-built_in">clone</span> https://huggingface.co/&lt;your-username&gt;/&lt;your-model-name&gt; <span class="hljs-built_in">cd</span> &lt;your-model-name&gt;<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-16y8plz">You can clone over SSH with the following command:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->git <span class="hljs-built_in">clone</span> git@hf.co:&lt;your-username&gt;/&lt;your-model-name&gt; <span class="hljs-built_in">cd</span> &lt;your-model-name&gt;<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-1wkndq8">You’ll need to add your SSH public key to <a href="https://huggingface.co/settings/keys" rel="nofollow">your user settings</a> to push changes or access private repositories.</p> <h3 class="relative group"><a id="set-up" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#set-up"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Set up</span></h3> <p data-svelte-h="svelte-k823yx">Now’s the time, you can add any files you want to the repository! 🔥</p> <p data-svelte-h="svelte-dwlaxn">Do you have files larger than 10MB? Those files should be tracked with <code>git-lfs</code>, which you can initialize with:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->git lfs install<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-155akwu">Note that if your files are larger than <strong>5GB</strong> you’ll also need to run:</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START -->huggingface-cli lfs-enable-largefiles .<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-z9ipj4">When you use Hugging Face to create a repository, Hugging Face automatically provides a list of common file extensions for common Machine Learning large files in the <code>.gitattributes</code> file, which <code>git-lfs</code> uses to efficiently track changes to your large files. However, you might need to add new extensions if your file types are not already handled. You can do so with <code>git lfs track &quot;*.your_extension&quot;</code>.</p> <h3 class="relative group"><a id="pushing-files" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#pushing-files"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Pushing files</span></h3> <p data-svelte-h="svelte-1xl5niv">You can use Git to save new files and any changes to already existing files as a bundle of changes called a <em>commit</em>, which can be thought of as a “revision” to your project. To create a commit, you have to <code>add</code> the files to let Git know that we’re planning on saving the changes and then <code>commit</code> those changes. In order to sync the new commit with the Hugging Face Hub, you then <code>push</code> the commit to the Hub.</p> <div class="code-block relative"><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5 text-gray-600 " title="code excerpt" type="button"><svg class="" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg> <div class="absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0"><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent; "></div> Copied</div></button></div> <pre class=""><!-- HTML_TAG_START --><span class="hljs-comment"># Create any files you like! Then...</span> git add . git commit -m <span class="hljs-string">&quot;First model version&quot;</span> <span class="hljs-comment"># You can choose any descriptive message</span> git push<!-- HTML_TAG_END --></pre></div> <p data-svelte-h="svelte-1jhxrbp">And you’re done! You can check your repository on Hugging Face with all the recently added files. For example, in the screenshot below the user added a number of files. Note that some files in this example have a size of <code>1.04 GB</code>, so the repo uses Git LFS to track it.</p> <div class="flex justify-center" data-svelte-h="svelte-1vobd2z"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repo_with_files.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repo_with_files-dark.png"></div> <div class="course-tip bg-gradient-to-br dark:bg-gradient-to-r before:border-green-500 dark:before:border-green-800 from-green-50 dark:from-gray-900 to-white dark:to-gray-950 border border-green-50 text-green-700 dark:text-gray-400"><p data-svelte-h="svelte-19lkcd0">If you cloned the repository with HTTP, you might be asked to fill your username and password on every push operation. The simplest way to avoid repetition is to <a href="#cloning-repositories">switch to SSH</a>, instead of HTTP. Alternatively, if you have to use HTTP, you might find it helpful to setup a <a href="https://git-scm.com/docs/gitcredentials#_avoiding_repetition" rel="nofollow">git credential helper</a> to autofill your username and password.</p></div> <h2 class="relative group"><a id="viewing-a-repos-history" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#viewing-a-repos-history"><span><svg class="" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg></span></a> <span>Viewing a repo’s history</span></h2> <p data-svelte-h="svelte-5ygnhh">Every time you go through the <code>add</code>-<code>commit</code>-<code>push</code> cycle, the repo will keep track of every change you’ve made to your files. The UI allows you to explore the model files and commits and to see the difference (also known as <em>diff</em>) introduced by each commit. To see the history, you can click on the <strong>History: X commits</strong> link.</p> <div class="flex justify-center" data-svelte-h="svelte-19wszbb"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repo_history.png"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/repo_history-dark.png"></div> <p data-svelte-h="svelte-1ww1ljh">You can click on an individual commit to see what changes that commit introduced:</p> <div class="flex justify-center" data-svelte-h="svelte-cdui6d"><img class="block dark:hidden" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/explore_history.gif"> <img class="hidden dark:block" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/explore_history-dark.gif"></div> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/hub-docs/blob/main/docs/hub/repositories-getting-started.md" target="_blank"><span data-svelte-h="svelte-1kd6by1">&lt;</span> <span data-svelte-h="svelte-x0xyl0">&gt;</span> <span data-svelte-h="svelte-1dajgef"><span class="underline ml-1.5">Update</span> on GitHub</span></a> <p></p> <script> { __sveltekit_1m36b5r = { assets: "/docs/hub/main/en", base: "/docs/hub/main/en", env: {} }; const element = document.currentScript.parentElement; const data = [null,null]; Promise.all([ import("/docs/hub/main/en/_app/immutable/entry/start.2759ecb3.js"), import("/docs/hub/main/en/_app/immutable/entry/app.838cc47c.js") ]).then(([kit, app]) => { kit.start(app, element, { node_ids: [0, 105], data, form: null, error: null }); }); } </script> <!-- HTML_TAG_END --></div> <div class="SVELTE_HYDRATER contents" data-target="DocFooterNav" data-props="{&quot;classNames&quot;:&quot;mx-auto mt-16 flex max-w-4xl items-center pb-8 font-sans font-medium leading-6 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