🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Fast and memory-efficient exact attention

A high-throughput and memory-efficient inference and serving engine for LLMs

A TTS model capable of generating ultra-realistic dialogue in one pass.

A PyTorch native library for large model training

Puzzles for learning Triton

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton

Mamba SSM architecture

A unified framework for machine learning with time series