myleott

fairing

Python SDK for building, training, and deploying ML models

dm-haiku

JAX-based neural network library

liquidctl

Cross-platform CLI and Python drivers for AIO liquid coolers and other devices

copilot-docs

Documentation for GitHub Copilot

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

deduplicate-text-datasets

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

triton

Development repository for the Triton language and compiler

mistral

Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.

bio-lm

We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.

BIG-bench

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

captum

Model interpretability and understanding for PyTorch

scrubadub

Clean personally identifiable information from dirty dirty text.

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

codemod

Codemod is a tool/library to assist you with large-scale codebase refactors that can be partially automated but still require human oversight and occasional intervention. Codemod was developed at Facebook and released as open source.

GENRE

Autoregressive Entity Retrieval

PyTorch-Reparam-Module

Reparameterize your PyTorch modules

hiplot

HiPlot makes understanding high dimensional data easy

iopath

A python library that provides common I/O interface across different storage backends.

ParlAI

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

entmax

The entmax mapping and its loss, a family of sparse softmax alternatives.

hydra-torch

Configuration classes enabling type-safe PyTorch configuration for Hydra apps

fastseq

An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf

text

Models, data loaders and abstractions for language processing, powered by PyTorch

Transformer-Clinic

Understanding the Difficulty of Training Transformers

routing-transformer

Fully featured implementation of Routing Transformer

omegaconf

Flexible Python configuration system. The last one you will ever need.

GitHub-Repo-ReadMe-Dead-Link-Finder

A program which will search for Repos with dead links in their README.md files

fewglue

This repository contains the FewGLUE dataset for few-shot natural language understanding.

fairscale

PyTorch extensions for high performance and large scale training.