Hugging Face

accelerate

🚀 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

candle

Minimalist ML framework for Rust

datasets

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

diffusers

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

optimum

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

peft

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

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

transformers

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

transformers.js

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

trl

Train transformer language models with reinforcement learning.

huggingface/swift-coreml-transformers

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

huggingface/torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

huggingface/llm_training_handbook

An open collection of methodologies to help with successful training of large language models.

huggingface/community-events

Place where folks can contribute to 🤗 community events

huggingface/education-toolkit

Educational materials for universities

huggingface/instruction-tuned-sd

Code for instruction-tuning Stable Diffusion.

huggingface/simulate

🎢 Creating and sharing simulation environments for embodied and synthetic data research

huggingface/sharp-transformers

A Unity plugin for using Transformers models in Unity.

huggingface/amused

huggingface/m4-logs

M4 experiment logbook

huggingface/discord-bots

huggingface/peft-pytorch-conference

Code for the examples presented in the talk "Training a Llama in your backyard: fine-tuning very large models on consumer hardware" given at PyTorch Conference 2023

huggingface/hf_benchmarks

A starter kit for evaluating benchmarks on the 🤗 Hub

huggingface/model-evaluator

Evaluate Transformers from the Hub 🔥

huggingface/candle-paged-attention

huggingface/candle-cublaslt

huggingface/candle-rotary

huggingface/autogptq-index

A GitHub Pages hosting AutoGPTQ wheels

huggingface/helm-publish-action

Github Action to simplify Helm Chart publish into a registry

huggingface/candle-layer-norm

huggingface/Huggy

Huggy is a Unity ML-Agents environment showcasing a dog mastering stick-catching through deep reinforcement learning.

huggingface/candle-silu

huggingface/alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

huggingface/llm-awq

AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

huggingface/Snowball-Target

Snowball Target is a Unity ML-Agents environment where you need to train Julien the Bear to shoot snowballs onto spawning targets

huggingface/trident

Storage orchestrator for containers

huggingface/test-actions

huggingface/hub-js-utils

huggingface/slurm

Slurm: A Highly Scalable Workload Manager

huggingface/slurm-mail

Slurm-Mail is a drop in replacement for Slurm's e-mails to give users much more information about their jobs compared to the standard Slurm e-mails.