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HUGGING FACE HUB
Official Python client for the Hugging Face Hub
Apache-2.0
ABOUT
Sharing and version-controlling ML artifacts is a mess: weights live on someone's S3, configs drift from the model, datasets are emailed around. Hugging Face Hub gives every model, dataset, and Space a versioned Git repo with a Python client for download, upload, and management.
INSTALL
pip install huggingface_hubINTEGRATION GUIDE
1. Download pretrained models and tokenizers from the Hub into your training or inference scripts
2. Push fine-tuned checkpoints to a versioned repo so teammates can reproduce your work
3. Manage datasets with the same Git-based versioning you use for code
4. Use the Inference API to run models hosted on the Hub without standing up your own GPU
5. Authenticate and rate-limit downloads from CI/CD pipelines running model training
TAGS
huggingfacemodelsdatasetshubmlpythonsdk