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Transformers State-of-the-art ML for Pytorch, TensorFlow, and JAX. Diffusers State-of-the-art diffusion models for image and audio generation in PyTorch. Safetensors Simple, safe way to store and distribute neural networks weights safely and quickly. Hub Python Library Client library for the HF Hub: manage repositories from your Python runtime. Tokenizers Fast tokenizers, optimized for both research and production. PEFT Parameter efficient finetuning methods for large models. Transformers.js Community library to run pretrained models from Transformers in your browser. timm State-of-the-art computer vision models, layers, optimizers, training/evaluation, and utilities. TRL Train transformer language models with reinforcement learning. Datasets Access and share datasets for computer vision, audio, and NLP tasks. Text Generation Inference Toolkit to serve Large Language Models. Accelerate Easily train and use PyTorch models with multi-GPU, TPU, mixed-precision.

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