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Metadata-Version: 2.1 |
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Name: huggingface-hub |
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Version: 0.11.1 |
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Summary: Client library to download and publish models, datasets and other repos on the huggingface.co hub |
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Home-page: https://github.com/huggingface/huggingface_hub |
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Author: Hugging Face, Inc. |
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Author-email: [email protected] |
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License: Apache |
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Keywords: model-hub machine-learning models natural-language-processing deep-learning pytorch pretrained-models |
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Platform: UNKNOWN |
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Classifier: Intended Audience :: Developers |
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Classifier: Intended Audience :: Education |
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Classifier: Intended Audience :: Science/Research |
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Classifier: License :: OSI Approved :: Apache Software License |
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Classifier: Operating System :: OS Independent |
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Classifier: Programming Language :: Python :: 3 |
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Classifier: Programming Language :: Python :: 3 :: Only |
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Classifier: Programming Language :: Python :: 3.7 |
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Classifier: Programming Language :: Python :: 3.11 |
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Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence |
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Description-Content-Type: text/markdown |
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License-File: LICENSE |
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<a href="https://github.com/psf/black"><img alt="Code style: black" src="https://img.shields.io/badge/code%20style-black-000000.svg"></a> |
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<a href="https://codecov.io/gh/huggingface/huggingface_hub"><img alt="Code coverage" src="https://codecov.io/gh/huggingface/huggingface_hub/branch/main/graph/badge.svg?token=RXP95LE2XL"></a> |
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<a href="https://github.com/huggingface/huggingface_hub/releases"><img alt="GitHub release" src="https://img.shields.io/github/release/huggingface/huggingface_hub.svg"></a> |
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<a href="https://github.com/huggingface/huggingface_hub"><img alt="Documentation" src="https://img.shields.io/pypi/pyversions/huggingface_hub.svg"></a> |
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<a href="https://huggingface.co/docs/huggingface_hub/index"><img alt="Documentation" src="https://img.shields.io/website/http/huggingface.co/docs/huggingface_hub/index.svg?down_color=red&down_message=offline&up_message=online&label=doc"></a> |
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The `huggingface_hub` is a client library to interact with the Hugging Face Hub. The Hugging Face Hub is a platform with over 35K models, 4K datasets, and 2K demos in which people can easily collaborate in their ML workflows. The Hub works as a central place where anyone can share, explore, discover, and experiment with open-source Machine Learning. |
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With `huggingface_hub`, you can easily download and upload models, datasets, and Spaces. You can extract useful information from the Hub, and do much more. Some example use cases: |
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* Downloading and caching files from a Hub repository. |
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* Creating repositories and uploading an updated model every few epochs. |
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* Extract metadata from all models that match certain criteria (e.g. models for `text-classification`). |
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* List all files from a specific repository. |
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Read all about it in [the library documentation](https://huggingface.co/docs/huggingface_hub). |
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<br> |
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## Integrating to the Hub. |
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We're partnering with cool open source ML libraries to provide free model hosting and versioning. You can find the existing integrations [here](https://huggingface.co/docs/hub/libraries). |
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The advantages are: |
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- Free model or dataset hosting for libraries and their users. |
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- Built-in file versioning, even with very large files, thanks to a git-based approach. |
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- Hosted inference API for all models publicly available. |
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- In-browser widgets to play with the uploaded models. |
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- Anyone can upload a new model for your library, they just need to add the corresponding tag for the model to be discoverable. |
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- Fast downloads! We use Cloudfront (a CDN) to geo-replicate downloads so they're blazing fast from anywhere on the globe. |
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- Usage stats and more features to come. |
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If you would like to integrate your library, feel free to open an issue to begin the discussion. We wrote a [step-by-step guide](https://huggingface.co/docs/hub/adding-a-library) with ❤️ showing how to do this integration. |
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<br> |
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## Feedback (feature requests, bugs, etc.) is super welcome 💙💚💛💜♥️🧡 |
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