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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 154k 31.4k

2. diffusers diffusers Public

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

   Python 32k 6.6k

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 21k 3k

4. peft peft Public

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

   Python 20.3k 2.1k

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 9.4k 1.2k

6. optimum optimum Public

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

   Python 3.2k 606