yexiangw

yexiangw's Stars

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python33.9k4.2k

• Dao-AILab/flash-attention

  Fast and memory-efficient exact attention

  Language:Python14.1k1.3k

• NVIDIA/TransformerEngine

  A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

  Language:Python1.9k322

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python10.5k2.3k

• tunib-ai/parallelformers

  Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

  Language:Python77961

• Zjh-819/LLMDataHub

  A quick guide (especially) for trending instruction finetuning datasets

  2.6k168

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python35.4k4.1k

• microsoft/DeepSpeedExamples

  Example models using DeepSpeed

  Language:Python6.1k1k

• lukemelas/EfficientNet-PyTorch

  A PyTorch implementation of EfficientNet

  Language:Python7.9k1.5k

• hankcs/HanLP

  Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

  Language:Python33.9k10.1k

• ymcui/Chinese-ELECTRA

  Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

  Language:Python1.4k171

• liuzhuang13/DenseNet

  Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

  Language:Lua4.7k1.1k

• bamos/densenet.pytorch

  A PyTorch implementation of DenseNet.

  Language:Python830188

• salesforce/decaNLP

  The Natural Language Decathlon: A Multitask Challenge for NLP

  Language:Python2.3k472

• budzianowski/multiwoz

  Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

  Language:Python859200

• jasonwu0731/trade-dst

  Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

  Language:Python391115

• sz128/slot_filling_and_intent_detection_of_SLU

  slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

  Language:Python392106

• RasaHQ/rasa

  💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

  Language:Python18.9k4.6k

• crownpku/Awesome-Chinese-NLP

  A curated list of resources for Chinese NLP 中文自然语言处理相关资料

  7.8k1.7k

• sonos/nlu-benchmark

  493109

• AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey

  A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

  1.2k216

• ymcui/Chinese-BERT-wwm

  Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

  Language:Python9.7k1.4k

• PaddlePaddle/ERNIE

  Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

  Language:Python6.3k1.3k

• kimiyoung/transformer-xl

  Language:Python3.6k763

• brightmart/nlp_chinese_corpus

  大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

  9.5k1.5k

• shenweichen/DeepCTR

  Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

  Language:Python7.6k2.2k

• google-research/bert

  TensorFlow code and pre-trained models for BERT

  Language:Python38.2k9.6k

• thunlp/RCPapers

  Must-read papers on Machine Reading Comprehension

  893172

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python135k26.9k