Hugging Face

transformers

🤗 Transformers: state-of-the-art machine learning models for text, vision, audio, and multimodal models

lerobot

Making AI for Robotics more accessible with end-to-end learning

open-r1

Fully open reproduction of DeepSeek-R1

datasets

Largest hub of ready-to-use datasets for AI models

peft

State-of-the-art Parameter-Efficient Fine-Tuning

candle

Minimalist ML framework for Rust

trl

Train transformer language models with reinforcement learning

speech-to-speech

Build local voice agents with open-source models

tokenizers

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

text-generation-inference

Large Language Model Text Generation Inference

accelerate

A tool for launching, training, and using PyTorch models with ease on various devices, configurations, including mixed precision support.

text-embeddings-inference

Blazing fast inference solution for text embeddings models

datatrove

Platform-agnostic customizable pipeline processing blocks for data processing and transformation.

nanotron

Minimalistic large language model 3D-parallelism training

lighteval

All-in-one toolkit for evaluating LLMs across multiple backends

aisheets

Build, enrich, and transform datasets using AI models with no code

optimum-tpu

Google TPU optimizations for transformers models