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

CUDA Templates for Linear Algebra Subroutines

DSPy: The framework for programming—not prompting—foundation models

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Uniform Manifold Approximation and Projection

Retrieval and Retrieval-augmented LLMs

Git extension for versioning large files

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

The PyTorch-based audio source separation toolkit for researchers

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

An open-source NLP research library, built on PyTorch.

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

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

Flax is a neural network library for JAX that is designed for flexibility.

A modular RL library to fine-tune language models to human preferences

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Train transformer language models with reinforcement learning.

Animation engine for explanatory math videos

Large Language Model Text Generation Inference

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

Accessible large language models via k-bit quantization for PyTorch.

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

Development repository for the Triton language and compiler

The official homepage of the COCO-Stuff dataset.

Stable Diffusion web UI