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

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Streamlit — A faster way to build and share data apps.

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

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

The Memory layer for AI Agents

State-of-the-art 2D and 3D Face Analysis Project

A modular graph-based Retrieval-Augmented Generation (RAG) system

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Datasets, Transforms and Models specific to Computer Vision

PyTorch package for the discrete VAE used for DALL·E.

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Python library for audio and music analysis

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

🔥 2D and 3D Face alignment library build using pytorch

Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

A lightweight, object-oriented finite state machine implementation in Python with many extensions

PyTorch deep learning projects made easy.

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

Toolkit for creating, sharing and using natural language prompts.

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

A TensorFlow implementation of the Differentiable Neural Computer.

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure