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

DensePose

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

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.

Llama

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

Fairseq

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

VizSeq

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

Multimodal

AudioCraft

A single codebase for developing audio generative models.

Hateful Memes Dataset

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

Reasoning

ELF

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

ELF OpenGo

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


Libraries

Language

FastText

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

Translate

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

MUSE

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

CoVoST

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

FAISS

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

Reasoning

ReAgent

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

PHYRE

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

TorchCraft

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