| 1 |
transformers |
163189 |
34084 |
Python |
909 |
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. |
2026-07-31T06:15:19Z |
| 2 |
vllm |
87749 |
20086 |
Python |
2035 |
A high-throughput and memory-efficient inference and serving engine for LLMs |
2026-07-31T06:06:09Z |
| 3 |
funNLP |
82158 |
15263 |
Python |
43 |
中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试–功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战、中文知识图谱资料、数据及工具、各大公司内部里大牛分享的技术文档 PDF 或者 PPT、自然语言生成SQL语句（英文）、中文NLP数据增强（EDA）工具、英文NLP数据增强工具 、基于医药知识图谱的智能问答系统、京东商品知识图谱、基于mongodb存储的军事领域知识图谱问答项目、基于远监督的中文关系抽取、语音情感分析、中文ULMFiT-情感分析-文本分类-语料及模型、一个拍照做题程序、世界各国大规模人名库、一个利用有趣中文语料库 qingyun 训练出来的中文聊天机器人、中文聊天机器人seqGAN、省市区镇行政区划数据带拼音标注、教育行业新闻语料库包含自动文摘功能、开放了对话机器人-知识图谱-语义理解-自然语言处理工具及数据、中文知识图谱：基于百度百科中文页面-抽取三元组信息-构建中文知识图谱、masr: 中文语音识别-提供预训练模型-高识别率、Python音频数据增广库、中文全词覆盖BERT及两份阅读理解数据、ConvLab：开源多域端到端对话系统平台、中文自然语言处理数据集、基于最新版本rasa搭建的对话系统、基于TensorFlow和BERT的管道式实体及关系抽取、一个小型的证券知识图谱/知识库、复盘所有NLP比赛的TOP方案、OpenCLaP：多领域开源中文预训练语言模型仓库、UER：基于不同语料+编码器+目标任务的中文预训练模型仓库、中文自然语言处理向量合集、基于金融-司法领域(兼有闲聊性质)的聊天机器人、g2pC：基于上下文的汉语读音自动标记模块、Zincbase 知识图谱构建工具包、诗歌质量评价/细粒度情感诗歌语料库、快速转化「中文数字」和「阿拉伯数字」、百度知道问答语料库、基于知识图谱的问答系统、jieba_fast 加速版的jieba、正则表达式教程、中文阅读理解数据集、基于BERT等最新语言模型的抽取式摘要提取、Python利用深度学习进行文本摘要的综合指南、知识图谱深度学习相关资料整理、维基大规模平行文本语料、StanfordNLP 0.2.0：纯Python版自然语言处理包、NeuralNLP-NeuralClassifier：腾讯开源深度学习文本分类工具、端到端的封闭域对话系统、中文命名实体识别：NeuroNER vs. BertNER、新闻事件线索抽取、2019年百度的三元组抽取比赛：“科学空间队”源码、基于依存句法的开放域文本知识三元组抽取和知识库构建、中文的GPT2训练代码、ML-NLP - 机器学习(Machine Learning)NLP面试中常考到的知识点和代码实现、nlp4han:中文自然语言处理工具集(断句/分词/词性标注/组块/句法分析/语义分析/NER/N元语法/HMM/代词消解/情感分析/拼写检查、XLM：Facebook的跨语言预训练语言模型、用基于BERT的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取、中文自然语言处理相关的开放任务-数据集-当前最佳结果、CoupletAI - 基于CNN+Bi-LSTM+Attention 的自动对对联系统、抽象知识图谱、MiningZhiDaoQACorpus - 580万百度知道问答数据挖掘项目、brat rapid annotation tool: 序列标注工具、大规模中文知识图谱数据：1.4亿实体、数据增强在机器翻译及其他nlp任务中的应用及效果、allennlp阅读理解:支持多种数据和模型、PDF表格数据提取工具 、 Graphbrain：AI开源软件库和科研工具，目的是促进自动意义提取和文本理解以及知识的探索和推断、简历自动筛选系统、基于命名实体识别的简历自动摘要、中文语言理解测评基准，包括代表性的数据集&基准模型&语料库&排行榜、树洞 OCR 文字识别 、从包含表格的扫描图片中识别表格和文字、语声迁移、Python口语自然语言处理工具集(英文)、 similarity：相似度计算工具包，java编写、海量中文预训练ALBERT模型 、Transformers 2.0 、基于大规模音频数据集Audioset的音频增强 、Poplar：网页版自然语言标注工具、图片文字去除，可用于漫画翻译 、186种语言的数字叫法库、Amazon发布基于知识的人-人开放领域对话数据集 、中文文本纠错模块代码、繁简体转换 、 Python实现的多种文本可读性评价指标、类似于人名/地名/组织机构名的命名体识别数据集 、东南大学《知识图谱》研究生课程(资料)、. 英文拼写检查库 、 wwsearch是企业微信后台自研的全文检索引擎、CHAMELEON：深度学习新闻推荐系统元架构 、 8篇论文梳理BERT相关模型进展与反思、DocSearch：免费文档搜索引擎、 LIDA：轻量交互式对话标注工具 、aili - the fastest in-memory index in the East 东半球最快并发索引 、知识图谱车音工作项目、自然语言生成资源大全 、中日韩分词库mecab的Python接口库、中文文本摘要/关键词提取、汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征、中文生成任务基准测评 、中文缩写数据集、中文任务基准测评 - 代表性的数据集-基准(预训练)模型-语料库-baseline-工具包-排行榜、PySS3：面向可解释AI的SS3文本分类器机器可视化工具 、中文NLP数据集列表、COPE - 格律诗编辑程序、doccano：基于网页的开源协同多语言文本标注工具 、PreNLP：自然语言预处理库、简单的简历解析器，用来从简历中提取关键信息、用于中文闲聊的GPT2模型：GPT2-chitchat、基于检索聊天机器人多轮响应选择相关资源列表(Leaderboards、Datasets、Papers)、(Colab)抽象文本摘要实现集锦(教程 、词语拼音数据、高效模糊搜索工具、NLP数据增广资源集、微软对话机器人框架 、 GitHub Typo Corpus：大规模GitHub多语言拼写错误/语法错误数据集、TextCluster：短文本聚类预处理模块 Short text cluster、面向语音识别的中文文本规范化、BLINK：最先进的实体链接库、BertPunc：基于BERT的最先进标点修复模型、Tokenizer：快速、可定制的文本词条化库、中文语言理解测评基准，包括代表性的数据集、基准(预训练)模型、语料库、排行榜、spaCy 医学文本挖掘与信息提取 、 NLP任务示例项目代码集、 python拼写检查库、chatbot-list - 行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍、语音质量评价指标(MOSNet, BSSEval, STOI, PESQ, SRMR)、 用138GB语料训练的法文RoBERTa预训练语言模型 、BERT-NER-Pytorch：三种不同模式的BERT中文NER实验、无道词典 - 有道词典的命令行版本，支持英汉互查和在线查询、2019年NLP亮点回顾、 Chinese medical dialogue data 中文医疗对话数据集 、最好的汉字数字(中文数字)-阿拉伯数字转换工具、 基于百科知识库的中文词语多词义/义项获取与特定句子词语语义消歧、awesome-nlp-sentiment-analysis - 情感分析、情绪原因识别、评价对象和评价词抽取、LineFlow：面向所有深度学习框架的NLP数据高效加载器、中文医学NLP公开资源整理 、MedQuAD：(英文)医学问答数据集、将自然语言数字串解析转换为整数和浮点数、Transfer Learning in Natural Language Processing (NLP) 、面向语音识别的中文/英文发音辞典、Tokenizers：注重性能与多功能性的最先进分词器、CLUENER 细粒度命名实体识别 Fine Grained Named Entity Recognition、 基于BERT的中文命名实体识别、中文谣言数据库、NLP数据集/基准任务大列表、nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow 、Python文本挖掘/NLP实战示例、 Blackstone：面向非结构化法律文本的spaCy pipeline和NLP模型通过同义词替换实现文本“变脸” 、中文 预训练 ELECTREA 模型: 基于对抗学习 pretrain Chinese Model 、albert-chinese-ner - 用预训练语言模型ALBERT做中文NER 、基于GPT2的特定主题文本生成/文本增广、开源预训练语言模型合集、多语言句向量包、编码、标记和实现：一种可控高效的文本生成方法、 英文脏话大列表 、attnvis：GPT2、BERT等transformer语言模型注意力交互可视化、CoVoST：Facebook发布的多语种语音-文本翻译语料库，包括11种语言(法语、德语、荷兰语、俄语、西班牙语、意大利语、土耳其语、波斯语、瑞典语、蒙古语和中文)的语音、文字转录及英文译文、Jiagu自然语言处理工具 - 以BiLSTM等模型为基础，提供知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类等功能、用unet实现对文档表格的自动检测，表格重建、NLP事件提取文献资源列表 、 金融领域自然语言处理研究资源大列表、CLUEDatasetSearch - 中英文NLP数据集：搜索所有中文NLP数据集，附常用英文NLP数据集 、medical_NER - 中文医学知识图谱命名实体识别 、(哈佛)讲因果推理的免费书、知识图谱相关学习资料/数据集/工具资源大列表、Forte：灵活强大的自然语言处理pipeline工具集 、Python字符串相似性算法库、PyLaia：面向手写文档分析的深度学习工具包、TextFooler：针对文本分类/推理的对抗文本生成模块、Haystack：灵活、强大的可扩展问答(QA)框架、中文关键短语抽取工具 |
2024-05-10T07:38:24Z |
| 4 |
annotated_deep_learning_paper_implementations |
67251 |
6749 |
Python |
28 |
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, …), optimizers (adam, adabelief, sophia, …), gans(cyclegan, stylegan2, …), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, … 🧠 |
2026-01-22T04:26:00Z |
| 5 |
whisper.cpp |
52459 |
5944 |
C++ |
1059 |
Port of OpenAI’s Whisper model in C/C++ |
2026-07-31T05:48:44Z |
| 6 |
pytorch-image-models |
37029 |
5181 |
Python |
43 |
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights – ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more |
2026-07-27T21:10:58Z |
| 7 |
mmdetection |
32854 |
9828 |
Python |
1776 |
OpenMMLab Detection Toolbox and Benchmark |
2024-08-21T02:01:07Z |
| 8 |
fish-speech |
31789 |
2737 |
Python |
4 |
SOTA Open Source TTS |
2026-07-26T08:06:33Z |
| 9 |
sglang |
30989 |
7535 |
Python |
740 |
SGLang is a high-performance serving framework for large language models and multimodal models. |
2026-07-31T06:21:11Z |
| 10 |
heretic |
26958 |
2919 |
Python |
42 |
Fully automatic censorship removal for language models |
2026-07-28T10:36:44Z |
| 11 |
vit-pytorch |
25452 |
3497 |
Python |
129 |
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch |
2026-06-22T01:06:24Z |
| 12 |
minGPT |
24751 |
3300 |
Python |
49 |
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training |
2024-08-15T04:09:40Z |
| 13 |
faster-whisper |
24650 |
2002 |
Python |
288 |
Faster Whisper transcription with CTranslate2 |
2025-11-19T14:40:46Z |
| 14 |
best-of-ml-python |
23697 |
3140 |
None |
33 |
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. |
2026-07-30T14:48:45Z |
| 15 |
CVPR2026-Papers-with-Code |
22774 |
2801 |
None |
9 |
CVPR 2026 论文和开源项目合集 |
2026-03-08T07:27:34Z |
| 16 |
nndl |
19010 |
3666 |
None |
1 |
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版 |
2026-06-01T16:59:06Z |
| 17 |
trl |
18968 |
2881 |
Python |
90 |
Train transformer language models with reinforcement learning. |
2026-07-31T05:36:40Z |
| 18 |
sentence-transformers |
18959 |
2842 |
Python |
1273 |
State-of-the-Art Embeddings, Retrieval, and Reranking |
2026-07-30T20:14:17Z |
| 19 |
CodeFormer |
18086 |
3712 |
Python |
263 |
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer |
2025-11-18T12:03:30Z |
| 20 |
Megatron-LM |
17266 |
4311 |
Python |
370 |
Ongoing research training transformer models at scale |
2026-07-31T06:08:11Z |
| 21 |
leedl-tutorial |
16713 |
3096 |
Jupyter Notebook |
2 |
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases |
2025-11-23T09:12:43Z |
| 22 |
LaTeX-OCR |
16526 |
1309 |
Python |
142 |
pix2tex: Using a ViT to convert images of equations into LaTeX code. |
2025-01-18T15:23:58Z |
| 23 |
transformers.js |
16221 |
1172 |
JavaScript |
187 |
State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server! |
2026-07-30T12:34:12Z |
| 24 |
Swin-Transformer |
16020 |
2213 |
Python |
185 |
This is an official implementation for “Swin Transformer: Hierarchical Vision Transformer using Shifted Windows”. |
2024-07-24T17:09:57Z |
| 25 |
MNN |
15768 |
2393 |
C++ |
42 |
MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI. |
2026-07-30T07:00:02Z |
| 26 |
detr |
15359 |
2664 |
Python |
240 |
End-to-End Object Detection with Transformers |
2024-03-12T15:58:25Z |
| 27 |
nlp-tutorial |
14920 |
3944 |
Jupyter Notebook |
34 |
Natural Language Processing Tutorial for Deep Learning Researchers |
2024-02-21T13:49:10Z |
| 28 |
nano-vllm |
14727 |
2376 |
Python |
30 |
Nano vLLM |
2026-04-26T05:10:12Z |
| 29 |
RWKV-LM |
14643 |
1011 |
Python |
127 |
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 “Goose”. So it’s combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding. |
2026-07-23T08:56:31Z |
| 30 |
vggt |
14091 |
1522 |
Python |
249 |
[CVPR 2025 Best Paper Award] VGGT: Visual Geometry Grounded Transformer |
2026-05-19T03:39:39Z |
| 31 |
lm-evaluation-harness |
13474 |
3452 |
Python |
582 |
A framework for few-shot evaluation of language models. |
2026-07-13T20:18:15Z |
| 32 |
pytorch-grad-cam |
12942 |
1705 |
Python |
152 |
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more. |
2026-07-10T13:19:18Z |
| 33 |
dio |
12836 |
1561 |
Dart |
21 |
A powerful HTTP client for Dart and Flutter, which supports global settings, Interceptors, FormData, aborting and canceling a request, files uploading and downloading, requests timeout, custom adapters, etc. |
2026-07-29T07:09:40Z |
| 34 |
PaddleSpeech |
12653 |
1961 |
Python |
268 |
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award. |
2026-07-20T17:53:38Z |
| 35 |
vision_transformer |
12648 |
1476 |
Jupyter Notebook |
129 |
None |
2026-07-30T16:53:46Z |
| 36 |
Transformers-Tutorials |
11685 |
1728 |
Jupyter Notebook |
304 |
This repository contains demos I made with the Transformers library by HuggingFace. |
2026-04-20T12:36:38Z |
| 37 |
segmentation_models.pytorch |
11673 |
1842 |
Python |
70 |
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones. |
2026-07-30T10:23:41Z |
| 38 |
text-generation-inference |
10887 |
1274 |
Python |
285 |
Large Language Model Text Generation Inference |
2026-03-21T11:34:22Z |
| 39 |
xformers |
10530 |
777 |
Python |
364 |
Hackable and optimized Transformers building blocks, supporting a composable construction. |
2026-07-15T11:50:37Z |
| 40 |
petals |
10461 |
636 |
Python |
92 |
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading |
2024-09-07T11:54:28Z |
| 41 |
manga-image-translator |
10249 |
1037 |
Python |
128 |
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working) |
2026-07-20T07:17:48Z |
| 42 |
mmsegmentation |
9896 |
2853 |
Python |
772 |
OpenMMLab Semantic Segmentation Toolbox and Benchmark. |
2024-08-13T08:53:34Z |
| 43 |
attention-is-all-you-need-pytorch |
9775 |
2098 |
Python |
66 |
A PyTorch implementation of the Transformer model in “Attention is All You Need”. |
2024-04-16T07:27:13Z |
| 44 |
PaddleSeg |
9370 |
1710 |
Python |
27 |
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc. |
2026-02-05T16:49:17Z |
| 45 |
DiT |
8692 |
807 |
Python |
67 |
Official PyTorch Implementation of “Scalable Diffusion Models with Transformers” |
2024-05-31T13:04:15Z |
| 46 |
Sana |
8628 |
688 |
Python |
127 |
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer |
2026-07-30T14:38:02Z |
| 47 |
LMFlow |
8487 |
825 |
Python |
78 |
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All. |
2026-05-22T02:57:26Z |
| 48 |
transformer-explainer |
8325 |
922 |
JavaScript |
8 |
Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization |
2026-06-06T12:08:04Z |
| 49 |
trax |
8309 |
819 |
Python |
107 |
Trax — Deep Learning with Clear Code and Speed |
2025-09-26T14:37:32Z |
| 50 |
bertviz |
8141 |
887 |
Python |
21 |
BertViz: Visualize Attention in Transformer Models |
2026-01-08T22:38:46Z |
| 51 |
jukebox |
8029 |
1441 |
Python |
194 |
Code for the paper “Jukebox: A Generative Model for Music” |
2024-06-19T05:14:24Z |
| 52 |
lightningcss |
7642 |
287 |
Rust |
318 |
An extremely fast CSS parser, transformer, bundler, and minifier written in Rust. |
2026-07-20T05:12:53Z |
| 53 |
dino |
7610 |
1050 |
Python |
101 |
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO |
2024-07-03T16:21:59Z |
| 54 |
GPT2-Chinese |
7602 |
1686 |
Python |
101 |
Chinese version of GPT2 training code, using BERT tokenizer. |
2024-04-25T09:14:25Z |
| 55 |
gpt-neox |
7447 |
1120 |
Python |
67 |
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries |
2026-06-11T19:25:44Z |
| 56 |
annotated-transformer |
7409 |
1555 |
Jupyter Notebook |
31 |
An annotated implementation of the Transformer paper. |
2024-04-07T09:58:46Z |
| 57 |
class-transformer |
7335 |
527 |
TypeScript |
209 |
Decorator-based transformation, serialization, and deserialization between objects and classes. |
2026-05-22T11:06:41Z |
| 58 |
ts-jest |
7076 |
476 |
TypeScript |
72 |
A Jest transformer with source map support that lets you use Jest to test projects written in TypeScript. |
2026-07-25T20:54:08Z |
| 59 |
donut |
6912 |
565 |
Python |
207 |
Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022 |
2024-07-11T15:33:26Z |
| 60 |
MindSearch |
6908 |
690 |
JavaScript |
47 |
🔍 An LLM-based Multi-agent Framework of Web Search Engine (like Perplexity.ai Pro and SearchGPT) |
2025-07-04T10:06:45Z |
| 61 |
ProPainter |
6836 |
809 |
Python |
73 |
[ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting |
2025-02-19T12:07:56Z |
| 62 |
text-to-text-transfer-transformer |
6541 |
800 |
Python |
59 |
Code for the paper “Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer” |
2026-07-08T23:37:09Z |
| 63 |
BERT-pytorch |
6529 |
1314 |
Python |
57 |
Google AI 2018 BERT pytorch implementation |
2023-09-15T12:57:08Z |
| 64 |
taming-transformers |
6522 |
1220 |
Jupyter Notebook |
147 |
Taming Transformers for High-Resolution Image Synthesis |
2024-07-30T18:27:31Z |
| 65 |
Informer2020 |
6516 |
1298 |
Python |
184 |
The GitHub repository for the paper “Informer” accepted by AAAI 2021. |
2025-06-20T06:42:54Z |
| 66 |
FasterTransformer |
6445 |
936 |
C++ |
250 |
Transformer related optimization, including BERT, GPT |
2024-03-27T11:25:30Z |
| 67 |
mesh-transformer-jax |
6374 |
878 |
Python |
49 |
Model parallel transformers in JAX and Haiku |
2023-01-21T00:09:29Z |
| 68 |
gpt-fast |
6234 |
573 |
Python |
76 |
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python. |
2025-08-22T23:37:14Z |
| 69 |
Awesome-Prompt-Engineering |
6207 |
738 |
TypeScript |
8 |
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc |
2026-07-30T08:40:08Z |
| 70 |
tsai |
6097 |
721 |
Jupyter Notebook |
22 |
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai |
2026-07-23T21:55:35Z |
| 71 |
gogocode |
6081 |
463 |
JavaScript |
91 |
GoGoCode is a transformer for JavaScript/Typescript/HTML based on AST but providing a more intuitive API. |
2024-04-11T02:24:33Z |
| 72 |
x-transformers |
5929 |
516 |
Python |
71 |
A concise but complete full-attention transformer with a set of promising experimental features from various papers |
2026-07-29T14:01:28Z |
| 73 |
vllm-omni |
5755 |
1374 |
Python |
625 |
A framework for efficient model inference with omni-modality models |
2026-07-31T05:44:53Z |
| 74 |
Chinese-Text-Classification-Pytorch |
5723 |
1261 |
Python |
80 |
中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。 |
2020-09-23T11:28:21Z |
| 75 |
pytorch-seq2seq |
5701 |
1356 |
Jupyter Notebook |
7 |
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. |
2024-01-20T16:51:04Z |
| 76 |
DALLE-pytorch |
5628 |
643 |
Python |
120 |
Implementation / replication of DALL-E, OpenAI’s Text to Image Transformer, in Pytorch |
2024-02-17T21:42:10Z |
| 77 |
SwinIR |
5557 |
661 |
Python |
72 |
SwinIR: Image Restoration Using Swin Transformer (official repository) |
2024-05-14T07:05:48Z |
| 78 |
cactus |
5552 |
451 |
C++ |
31 |
Quantization, kernels, runtime and inference engine for mobiles, wearables, smart home and robots. |
2026-07-30T03:54:34Z |
| 79 |
understand-prompt |
5515 |
439 |
Jupyter Notebook |
0 |
【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结：StableDiffusion 是一种强大的图像生成模型，能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型，它能够自动为输入的主题生成合适的文章。而 Github Copilot 是一个智能编程助手，能够加速日常编程活动。 |
2023-03-11T13:25:16Z |
| 80 |
RT-DETR |
5423 |
645 |
Python |
413 |
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥 |
2026-06-15T04:50:44Z |
| 81 |
bert4keras |
5418 |
920 |
Python |
165 |
keras implement of transformers for humans |
2024-11-11T15:41:47Z |
| 82 |
qpdf |
5271 |
393 |
C++ |
142 |
qpdf: A content-preserving PDF document transformer |
2026-07-11T13:05:50Z |
| 83 |
recast |
5252 |
362 |
TypeScript |
168 |
JavaScript syntax tree transformer, nondestructive pretty-printer, and automatic source map generator |
2026-07-31T05:41:31Z |
| 84 |
wenet |
5215 |
1186 |
Python |
3 |
Production First and Production Ready End-to-End Speech Recognition Toolkit |
2026-06-15T05:56:43Z |
| 85 |
transformerlab-app |
5168 |
547 |
Python |
17 |
The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. |
2026-07-28T14:12:39Z |
| 86 |
AutoGPTQ |
5075 |
541 |
Python |
241 |
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm. |
2025-04-11T13:27:20Z |
| 87 |
Awesome-Transformer-Attention |
5052 |
498 |
None |
3 |
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites |
2024-07-30T06:57:18Z |
| 88 |
OpenPrompt |
4887 |
476 |
Python |
87 |
An Open-Source Framework for Prompt-Learning. |
2024-07-16T03:48:08Z |
| 89 |
notebooks |
4795 |
1475 |
Jupyter Notebook |
83 |
Jupyter notebooks for the Natural Language Processing with Transformers book |
2026-05-29T12:54:09Z |
| 90 |
beatai |
4698 |
260 |
JavaScript |
2 |
不玩晦涩不搞少数派的 AI 入门圣经，从学生到工程师都能轻松掌握。涵盖神经网络到大模型、顶层设计到微观原理、工程实现到算法基础。 学完后，大家能彻底看懂为什么下一 token 预测这个看似不起眼的能力可以改变世界，也能发现原来 AI 并没有想象中那么神秘、那么高不可攀。 Let’s just beat it ! |
2026-07-29T07:29:57Z |
| 91 |
transformer |
4626 |
641 |
Python |
15 |
Transformer: PyTorch Implementation of “Attention Is All You Need” |
2025-07-15T06:19:46Z |
| 92 |
stanford-cme-295-transformers-large-language-models |
4605 |
663 |
None |
3 |
VIP cheatsheet for Stanford’s CME 295 Transformers and Large Language Models |
2026-05-25T01:08:57Z |
| 93 |
CTranslate2 |
4598 |
503 |
C++ |
223 |
Fast inference engine for Transformer models |
2026-07-03T12:39:06Z |
| 94 |
transformer |
4472 |
1304 |
Python |
126 |
A TensorFlow Implementation of the Transformer: Attention Is All You Need |
2023-05-21T17:39:56Z |
| 95 |
primus |
4469 |
269 |
JavaScript |
50 |
:zap: Primus, the creator god of the transformers & an abstraction layer for real-time to prevent module lock-in. |
2023-11-06T18:13:11Z |
| 96 |
Efficient-AI-Backbones |
4418 |
735 |
Python |
93 |
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah’s Ark Lab. |
2025-03-15T12:48:07Z |
| 97 |
HunyuanDiT |
4292 |
362 |
Jupyter Notebook |
102 |
Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding |
2025-11-27T06:37:00Z |
| 98 |
simpletransformers |
4251 |
715 |
Python |
44 |
Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI |
2026-05-31T18:18:50Z |
| 99 |
neuralforecast |
4222 |
500 |
Python |
4 |
Scalable and user friendly neural :brain: forecasting algorithms. |
2026-07-28T20:37:56Z |
| 100 |
AIGC-Interview-Book |
4212 |
441 |
None |
0 |
【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试秘籍。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。 |
2026-07-30T16:12:47Z |