huhk-sysu

huhk-sysu's Stars

• Mooler0410/LLMsPracticalGuide

  A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

  9.6k739

• LC1332/Luotuo-Chinese-LLM

  骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

  Language:Jupyter Notebook3.6k248

• google-research/tuning_playbook

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

  27.7k2.3k

• CLUEbenchmark/SimCLUE

  3000000+语义理解与匹配数据集。可用于无监督对比学习、半监督学习等构建中文领域效果最好的预训练模型

  Language:Python28940

• UKPLab/sentence-transformers

  State-of-the-Art Text Embeddings

  Language:Python15.7k2.5k

• python-jsonschema/jsonschema

  An implementation of the JSON Schema specification for Python

  Language:Python4.7k582

• luyug/COIL

  NAACL2021 - COIL Contextualized Lexical Retriever

  Language:Python14929

• thunlp/OpenPrompt

  An Open-Source Framework for Prompt-Learning.

  Language:Python4.4k458

• facebookresearch/bitsandbytes

  Library for 8-bit optimizers and quantization routines.

  71638

• facebookresearch/faiss

  A library for efficient similarity search and clustering of dense vectors.

  Language:C++32.1k3.7k

• airaria/TextBrewer

  A PyTorch-based knowledge distillation toolkit for natural language processing

  Language:Python1.6k239

• OpenBMB/BMInf

  Efficient Inference for Big Models

  Language:Python57167

• princeton-nlp/SimCSE

  [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

  Language:Python3.5k519

• fastnlp/fitlog

  fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

  Language:Python1.5k130

• hankcs/HanLP

  中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

  Language:Python34.2k10.3k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.7k3.4k

• cool-RR/PySnooper

  Never use print for debugging again

  Language:Python16.4k955

• huggingface/knockknock

  🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

  Language:Python2.8k236

• jessevig/bertviz

  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  Language:Python7k792

• huggingface/transformers

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

  Language:Python137k27.4k

• facebookresearch/pytext

  A natural language modeling framework based on PyTorch

  Language:Python6.3k802

• wookayin/gpustat

  📊 A simple command-line utility for querying and monitoring GPU status

  Language:Python4.1k281

• facebookresearch/fairseq

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

  Language:Python30.7k6.4k

• tqdm/tqdm

  :zap: A Fast, Extensible Progress Bar for Python and CLI

  Language:Python29k1.4k

• PetrochukM/PyTorch-NLP

  Basic Utilities for PyTorch Natural Language Processing (NLP)

  Language:Python2.2k257

• sebastianruder/NLP-progress

  Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

  Language:Python22.8k3.6k

• OpenNMT/OpenNMT-py

  Open Source Neural Machine Translation and (Large) Language Models in PyTorch

  Language:Python6.8k2.2k

• pytorch/ignite

  High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

  Language:Python4.6k620

• ritchieng/the-incredible-pytorch

  The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

  11.6k2.1k

• bharathgs/Awesome-pytorch-list

  A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

  15.6k2.8k