huggingface_hub and hf-hub-lightning

The official Hugging Face Hub client provides the underlying API and authentication infrastructure that the PyTorch Lightning callback depends on to push models to the Hub, making them complements rather than alternatives.

huggingface_hub
100
Verified
hf-hub-lightning
41
Emerging
Maintenance 25/25
Adoption 25/25
Maturity 25/25
Community 25/25
Maintenance 0/25
Adoption 10/25
Maturity 25/25
Community 6/25
Stars: 3,405
Forks: 955
Downloads: 207,768,003
Commits (30d): 98
Language: Python
License: Apache-2.0
Stars: 35
Forks: 2
Downloads: 23
Commits (30d): 0
Language: Python
License: MIT
No risk flags
Stale 6m

About huggingface_hub

huggingface/huggingface_hub

The official Python client for the Hugging Face Hub.

Provides programmatic access to repository management, file versioning, and inference APIs on the Hub, with built-in caching and resumable downloads. Integrates seamlessly with ML frameworks like Transformers and Diffusers through a git-based versioning system and supports community features like model cards, discussions, and pull requests. Includes optional dependencies for specialized use cases and Model Context Protocol (MCP) support.

About hf-hub-lightning

nateraw/hf-hub-lightning

A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️

Related comparisons

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