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  1. transformers transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python 169k 35.2k

  2. diffusers diffusers Public

    🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

    Python 34.9k 7.5k

  3. datasets datasets Public

    🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

    Python 22.1k 3.6k

  4. peft peft Public

    🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

    Python 21.9k 2.7k

  5. accelerate accelerate Public

    🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    Python 9.9k 1.6k

  6. optimum optimum Public

    🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

    Python 3.5k 723

Repositories

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Showing 10 of 481 repositories
  • paperswithcode Public

    This repository hosts the code of Papers with Code, which tracks trending AI research with code, datasets and leaderboards.

    huggingface/paperswithcode's past year of commit activity
    Python 320 Apache-2.0 41 7 3 Updated Nov 12, 2026
  • pwc-cli Public

    A Command-Line Interface (CLI), Skill and MCP Server to interact with Papers with Code. For agents and humans.

    huggingface/pwc-cli's past year of commit activity
    Python 217 16 0 4 Updated Nov 12, 2026
  • transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    huggingface/transformers's past year of commit activity
    Python 168,892 Apache-2.0 35,221 391 695 Updated Nov 12, 2026
  • transformers-mic Public

    Executable model integration contracts published on the Hub, run from framework CI

    huggingface/transformers-mic's past year of commit activity
    Python 8 Apache-2.0 6 3 4 Updated Nov 12, 2026
  • trl Public

    Train transformer language models with reinforcement learning.

    huggingface/trl's past year of commit activity
    Python 19,728 Apache-2.0 3,136 165 141 Updated Nov 12, 2026
  • kernels Public

    Build compute kernels and load them from the Hub.

    huggingface/kernels's past year of commit activity
    Python 787 Apache-2.0 146 27 16 Updated Nov 12, 2026
  • tokenizers Public

    💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

    huggingface/tokenizers's past year of commit activity
    Rust 11,251 Apache-2.0 1,255 83 102 Updated Nov 12, 2026
  • lerobot Public

    🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

    huggingface/lerobot's past year of commit activity
    Python 28,832 Apache-2.0 6,069 285 (2 issues need help) 668 Updated Nov 12, 2026
  • transformers.js Public

    State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

    huggingface/transformers.js's past year of commit activity
    JavaScript 16,415 Apache-2.0 1,231 232 (2 issues need help) 54 Updated Nov 12, 2026
  • kernels-community Public

    Kernel sources for https://huggingface.co/kernels-community

    huggingface/kernels-community's past year of commit activity
    C++ 157 92 22 23 Updated Nov 12, 2026
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Most used topics

pytorch huggingface machine-learning nlp transformers
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