Metadata-Version: 2.1
Name: huggingface-hub
Version: 0.11.1
Summary: Client library to download and publish models, datasets and other repos on the huggingface.co hub
Home-page: https://github.com/huggingface/huggingface_hub
Author: Hugging Face, Inc.
Author-email: julien@huggingface.co
License: Apache
Keywords: model-hub machine-learning models natural-language-processing deep-learning pytorch pretrained-models
Platform: UNKNOWN
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# `huggingface_hub`
## Welcome to the huggingface_hub library
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.
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:
* Downloading and caching files from a Hub repository.
* Creating repositories and uploading an updated model every few epochs.
* Extract metadata from all models that match certain criteria (e.g. models for `text-classification`).
* List all files from a specific repository.
Read all about it in [the library documentation](https://huggingface.co/docs/huggingface_hub).
## Integrating to the Hub.
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).
The advantages are:
- Free model or dataset hosting for libraries and their users.
- Built-in file versioning, even with very large files, thanks to a git-based approach.
- Hosted inference API for all models publicly available.
- In-browser widgets to play with the uploaded models.
- Anyone can upload a new model for your library, they just need to add the corresponding tag for the model to be discoverable.
- Fast downloads! We use Cloudfront (a CDN) to geo-replicate downloads so they're blazing fast from anywhere on the globe.
- Usage stats and more features to come.
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 โค๏ธ showing how to do this integration.
## Feedback (feature requests, bugs, etc.) is super welcome ๐๐๐๐โฅ๏ธ๐งก