Popular GitHub Repositories for Fairseq

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction

Transformer-based image captioning extension for pytorch/fairseq

PyTorch implementation of "data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language" from Meta AI

Towards Neural Phrase-based Machine Translation

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

Reparameterized Discrete Diffusion Models for Text Generation

Team Kakao&Brain's Grammatical Error Correction System for the ACL 2019 BEA Shared Task

Neural macine translation soft alignment visualisations for web and command line

[NeurIPS 2024] Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective

[ACL 2024] Generative Pre-Trained Speech Language Model with Efficient Hierarchical Transformer

A mini, simple, and fast end-to-end automatic speech recognition toolkit.

SSM-DTA: Breaking the Barriers of Data Scarcity in Drug-Target Affinity Prediction (Briefings in Bioinformatics 2023)

State-Of-The-Art & ready to use mini NLP models for Indian Languages

This repository contains an extension of fairseq for pixel / visual representations for machine translation.

A Robustly Optimized BERT Pretraining Approach for Vietnamese

Pre-trained Machine Translation Models of Korean from/to ECJ