Vikas Raunak's starred repositories
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
CTranslate2
Fast inference engine for Transformer models
helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).
NL-Augmenter
NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations
latex-templates
A collection of LaTeX templates used for research, courses, and miscellanea.
fastformers
FastFormers - highly efficient transformer models for NLU
generate-subtitles
Generate transcripts for audio and video content with a user friendly UI, powered by Open AI's Whisper with automatic translations and download videos automatically with yt-dlp integration
Awesome-Noisy-Labels
A Survey
biaffine-ner
Named Entity Recognition as Dependency Parsing
mlqe
We release a dataset based on Wikipedia sentences and the corresponding translations in 6 different languages along with the scores (scale 1 to 100) generated though human evaluations that represent the quality of the translations.Paper Title Unsupervised Quality Estimation for Neural Machine Translation
semantic_parsing_with_constrained_lm
Code to reproduce experiments in the paper "Constrained Language Models Yield Few-Shot Semantic Parsers" (EMNLP 2021).
long-tailed
Code for "On Long-Tailed Phenomena in NMT".
LM_NE_bias
Named Entity Biases in Pre-trained Language Models
Finding-Memo
Code for "Extractive Memorization in Constrained Sequence Generation Tasks"