Resources

Models and libraries

Our open source libraries and models for those taking our AI learnings further through software and app development

Models

Computer vision

Detectron 2

Our next-generation platform for object detection and segmentation

Overview

DensePose

Designed to map all human pixels of an RGB image to a 3D surface-based representation of the human body

Overview

Language

Seamless

SeamlessM4T is a foundational speech/text translation and transcription model that overcomes the limitations of previous systems with state-of-the-art results.

Overview

Llama

Shaping the next wave of innovation through access of Llama's open platform featuring AI models, tools, and resources.

Overview

Fairseq

A sequence modeling toolkit for training custom models for translation, summarization, and other text generation tasks.

Overview

VizSeq

A research toolkit for natural language generation (translation, captioning, summarization, and more)

Overview

Multimodal

AudioCraft

A single codebase for developing audio generative models.

Overview

Hateful Memes Dataset

An open source dataset designed for the development of new systems that identify multimodal hate speech.

Overview

Reasoning

ELF

A platform for game research that allows developers to train and test their algorithms in various game environments

Overview

ELF OpenGo

An AI bot from Fundamental AI Research (FAIR) that has defeated world champion professional Go players

Overview

Libraries

Language

FastText

A lightweight library designed to help build scalable solutions for text representation and classification

Overview

Translate

An open source project based on AI at Meta's machine translation systems

Overview

MUSE

A Python library that enables faster development and evaluation of cross-lingual word embeddings and NLP

Overview

CoVoST

A large-scale multilingual speech-to-text translation corpus

Overview

FAISS

Allows developers to quickly search for embeddings of multimedia documents that are similar to each other

Overview

Reasoning

ReAgent

A platform for Large-Scale Reasoning systems (Reinforcement Learning, Contextual Bandits)

Overview

PHYRE

Benchmark for PHYsical REasoning that contains a set of simple classical mechanics puzzles in a 2D environment

Overview

TorchCraft

Enables AI research on real-time strategy (RTS) games such as StarCraft: Brood War

Product experiences