RobinQrtz

RobinQrtz's Stars

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  27.5k2.3k

• JoeyOhman/SuperLim-2-Testing

  Some initial testing of SuperLim 2 tasks

  Language:Python42

• facebookresearch/KILT

  Library for Knowledge Intensive Language Tasks

  Language:Python91991

• microsoft/infinibatch

  Efficient, check-pointed data loading for deep learning with massive data sets.

  Language:Python20517

• microsoft/torchscale

  Foundation Architecture for (M)LLMs

  Language:Python3k210

• TurkuNLP/finngen-tools

  Tools for training causal language models for Finnish

  Language:Python271

• bminixhofer/nlprule

  A fast, low-resource Natural Language Processing and Text Correction library written in Rust.

  Language:Rust60539

• CPJKU/wechsel

  Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

  Language:Python7610

• facebookresearch/fairseq

  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

  Language:Python30.7k6.4k

• facebookresearch/xformers

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

  Language:Python8.8k632

• huggingface/olm-datasets

  Pipeline for pulling and processing online language model pretraining data from the web

  Language:Python17423

• microsoft/adaptive-testing

  Find and fix bugs in natural language machine learning models using adaptive testing.

  Language:Jupyter Notebook18230

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k423

• attardi/wikiextractor

  A tool for extracting plain text from Wikipedia dumps

  Language:Python3.8k966

• EleutherAI/gpt-neox

  An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

  Language:Python7k1k

• NVIDIA/apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

  Language:Python8.5k1.4k

• NVIDIA/FasterTransformer

  Transformer related optimization, including BERT, GPT

  Language:C++5.9k895

• NVIDIA/DALI

  A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

  Language:C++5.2k622

• NVIDIA/DeepLearningExamples

  State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  Language:Jupyter Notebook13.7k3.2k

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python10.8k2.4k

• NVIDIA/NeMo

  A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

  Language:Python12.4k2.6k

• mediacloud/sentence-splitter

  Text to sentence splitter using heuristic algorithm by Philipp Koehn and Josh Schroeder.

  Language:Python23229

• hplt-project/sacremoses

  Python port of Moses tokenizer, truecaser and normalizer

  Language:Python48959

• facebookresearch/GENRE

  Autoregressive Entity Retrieval

  Language:Python771103

• FedML-AI/FedNLP

  FedNLP: An Industry and Research Integrated Platform for Federated Learning in Natural Language Processing, Backed by FedML, Inc. The Previous Research Version is Accepted to NAACL 2022

  22446

• jerbarnes/sentiment_graphs

  Graph parsing approach to structured sentiment analysis.

  Language:Python406

• lucidrains/performer-pytorch

  An implementation of Performer, a linear attention-based transformer, in Pytorch

  Language:Python1.1k144

• idiap/fast-transformers

  Pytorch library for fast transformer implementations

  Language:Python1.7k179

• timoschick/pet

  This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

  Language:Python1.6k282

• neelguha/simple-wikidata-db

  A set of Python scripts for preprocessing the Wikidata JSON dump and running simple queries in an efficient manner.

  Language:Python10819