An open API service indexing awesome lists of open source software.

"transformer" Awesome Lists

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

attention-mechanism attention-mechanisms awesome-list computer-vision deep-learning detr papers self-attention transformer transformer-architecture

5,047 stars
498 forks
2,160 projects

Last updated: 18 Sep 2026

awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

bert classification cnn detection dqn dssm dynabert gan nlp pose

3,656 stars
859 forks
143 projects

Last updated: 24 Sep 2026

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

detr transformer transformer-awesome transformer-cv transformer-with-cv visual-transformer

3,590 stars
405 forks
476 projects

Last updated: 10 Sep 2026

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling

2,173 stars
103 forks
318 projects

Last updated: 24 Sep 2026

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

cnn deep-learning image-classification pytorch pytorch-classification resnet swin-transformer transformer

1,953 stars
270 forks
82 projects

Last updated: 10 Sep 2026

awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

attention-mechanism awesome awesome-list bert chatgpt gpt-2 gpt-3 gpt-4 language-model llama

1,151 stars
131 forks
307 projects

Last updated: 17 Sep 2026

openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

artificial-intelligence attention-mechanism awesome-list awesome-lists benchmark computer-vision deep-learning mlp predictive-learning pytorch

1,150 stars
191 forks
43 projects

Last updated: 19 Sep 2026

awesome-graph-transformer

Papers about graph transformers.

deep-learning graph-mining graph-neural-networks graph-transformer machine-learning transformer transformers

929 stars
73 forks
96 projects

Last updated: 22 Sep 2026

Awesome-Parameter-Efficient-Transfer-Learning

Collection of awesome parameter-efficient fine-tuning resources.

awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer

590 stars
19 forks
124 projects

Last updated: 01 Sep 2026

Transformer_Tracking

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

awesome-list cvpr eccv iccv neurips ob object-tracking paper-list single-object-tracking tracking

391 stars
34 forks
324 projects

Last updated: 02 Sep 2026

Awesome-Transformer-based-SLAM

Paper Survey for Transformer-based SLAM

awesome deep-learning depth-estimation pose-estimation slam transformer

315 stars
20 forks
238 projects

Last updated: 16 Sep 2026

awesome-ai4molconformation-md

List of molecules (small molecules, RNA, peptide, protein, enzymes, antibody, and PPIs) conformations and molecular dynamics (force fields) using generative artificial intelligence and deep learning

active-learning amber enzymes flow force-fields gan gnns gromacs llm lstm-neural-networks

307 stars
27 forks
920 projects

Last updated: 26 Sep 2026

awesome-transformer-search

A curated list of awesome resources combining Transformers with Neural Architecture Search

neural-architecture-search transformer

269 stars
30 forks
70 projects

Last updated: 20 Aug 2026

awesome-snn

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

attention awesome-list bindsnet brain braincog chatgpt event-camera large-language-models object-detection snn

238 stars
23 forks
118 projects

Last updated: 07 Sep 2026

Awesome-Transformer-in-Medical-Imaging

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

attention-mechanism awesome-list computer-vision deep-learning medical-image-segmentation segmentation transformer transformers vision-transformer vit

223 stars
26 forks
81 projects

Last updated: 15 Jul 2026

awesome-khmer-language

A large collection of Khmer language resources. Khmer is a language used by Cambodia.

ai cambodia cambodian g2p khmer khmer-dataset khmer-language khmer-nlp khmer-research khmer-resource

199 stars
43 forks
182 projects

Last updated: 09 Sep 2026

awesome-typescript-ecosystem

😎 A list of awesome TypeScript transformers, plugins, handbooks, etc

awesome awesome-list list plugin transformer typescript

141 stars
13 forks
49 projects

Last updated: 10 Sep 2026

ATPapers

Worth-reading papers and related resources on attention mechanism, Transformer and pretrained language model (PLM) such as BERT. 值得一读的注意力机制、Transformer和预训练语言模型论文与相关资源集合

attention-mechanism awesome bert pretrained-language-model transformer

129 stars
13 forks
352 projects

Last updated: 07 Sep 2026

awesome-360-depth-estimation

State-of-the-art papers for depth estimation of 360 images.

equirectangular-panorama monocular-depth-estimation transformer

89 stars
3 forks
64 projects

Last updated: 13 Sep 2026

Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

attention attention-visualization awesome computer-vision detr papers segmentation survey transformer transformer-networks

59 stars
6 forks
117 projects

Last updated: 09 Dec 2025

awesome-Transformers-For-Segmentation

Semantic segmentation is an important job in computer vision, and its applications have grown in popularity over the last decade.We grouped the publications that used various forms of segmentation in this repository. Particularly, every paper is built on a transformer.

computer-vision encoder-decoder instance-segmentation multihead-attention segmentation self-attention semantic-segmentation transformer

46 stars
2 forks
218 projects

Last updated: 24 Aug 2026

awesome-transformer

This repo is not maintained. For latest version, please visit https://github.com/ictnlp. A collection of transformer's guides, implementations and variants.

awesome deep-learning encoder-decoder nmt transformer

44 stars
3 forks
48 projects

Last updated: 30 Aug 2025

awesome_vision_transformer

Implementation of vision transformer. ⭐⭐⭐

deep-learning paper transformer transformer-task vision-transformers

34 stars
7 forks
200 projects

Last updated: 14 Apr 2026

awesome-transformer-visualization

Explore visualization tools for understanding Transformer-based large language models (LLMs)

attention-mechanism awesome bert explainable-ai gemma interactive interactive-visualizations large-language-models llm mechanistic-interpretability

30 stars
2 forks
30 projects

Last updated: 30 Jul 2026

awesome-llm

Curated list of open source and openly accessible large language models

alpaca bloom chatgpt chatgpt-alternative chatgpt-alternatives chatllama gpt gpt-j koala llama

26 stars
10 forks
34 projects

Last updated: 14 Mar 2026

Awesome-LLM-Productization

Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization

ai awesome awesome-list large-language-models llm llm-inference llm-serving llmops machine-learning mlops

24 stars
5 forks
53 projects

Last updated: 16 Jun 2026

awesome-anchor-free-object-detection

A collection of some awesome public Anchor-Free object detection series projects.

anchor-free attention centernet cornernet detr fcos nanodet object-detection transformer yolo

23 stars
2 forks
46 projects

Last updated: 04 Jul 2026

awesome-bytecode

Awesome list for binary

assembly assembly-x86 awesome awesome-list awesome-lists binary code codegen transformer

20 stars
3 forks
39 projects

Last updated: 11 Sep 2026

moe-paper-models

A sumary of MoE experimental setups across a number of different papers.

awesome-list language-model machine-learning machine-translation mixture-of-experts moe papers transformer transformers

16 stars
1 forks
64 projects

Last updated: 16 Mar 2025

Awesome-LLM-VLM-Foundation-Models

🚀⭐⭐⭐ Awesome curated list of LLM, VLM and other Foundation Models

awesome foundation-models large-language-models llm multimodal rag transformer vision-language-model vlm

9 stars
0 forks
139 projects

Last updated: 26 Aug 2026

Search
Keywords
awesome-list 4,613 awesome 4,081 awesome-lists 653 machine-learning 494 list 439 deep-learning 402 ai 357 resources 352 llm 338 python 238 hacktoberfest 229 lists 205 ai-agents 202 javascript 201 artificial-intelligence 193 security 185 open-source 176 programming 156 curated-list 154 computer-vision 149 blockchain 147 large-language-models 144 mcp 140 nlp 129 tools 127 chatgpt 116 data-science 114 developer-tools 113 react 110 android 98 natural-language-processing 93 awesome-readme 92 learning 92 devops 90 generative-ai 89 cybersecurity 88 linux 88 ai-tools 88 ios 84 awesome-resources 83 reinforcement-learning 82 papers 82 claude-code 82 openai 80 ethereum 77 robotics 76 css 73 rust 70 nodejs 66 kubernetes 66 survey 65 computer-science 65 claude 63 macos 63 collection 63 agent 62 prompt-engineering 62 design 62 datasets 61 playground 61 java 61 agentic-ai 61 game-development 60 golang 60 free-resources 59 automation 59 web3 57 agent-skills 57 php 57 getvm 57 hacking 56 privacy 55 bitcoin 54 swift 53 frontend 53 education 53 llms 53 go 52 tutorial 52 typescript 52 gpt 50 paper 50 research 50 web 49 github 49 security-tools 49 free 49 dataset 48 tutorials 48 books 48 agents 47 productivity 47 api 47 diffusion-models 47 data 46 deep-neural-networks 46 cryptocurrency 45 rag 45 development 45 opensource 45 paper-list 44 cloud 44 data-visualization 43 documentation 42 database 42 gamedev 42 docker 42 html 41 vue 41 skills 41 community 41 software 40 anthropic 40 open-data 40 ml 40 model-context-protocol 39 collections 38 web-development 38 game 37 multimodal 37 plugins 37 cli 36 ai-agent 36 neural-network 36 iot 35 crypto 35 testing 35 self-hosted 35 prompts 35 hands-on 34 labex 34 cpp 34 software-engineering 34 reactjs 34 video-generation 34 aws 34 exercises 33 courses 33 algorithms 33 saas 33 framework 32 defi 32 mlops 32 hardware 32 flutter 32 graph-neural-networks 32 video 32 marketing 32 solidity 31 dotnet 31 react-native 31 reverse-engineering 31 pentesting 31 games 31 penetration-testing 31 libraries 30 llm-agents 30 gemini 30 architecture 30 bioinformatics 30 projects 30 transformer 30 ruby 30 deepseek 30 image-generation 30 windows 29 mobile 29 csharp 29 microsoft 29 ui 28 best-practices 28 cryptography 28 music 28 object-detection 28 openclaw 28 data-analysis 28 knowledge-graph 28 smart-contracts 28 osint 28 foundation-models 27 learning-resources 27 angular 27 links 27 slam 27 science 27 tensorflow 27 pytorch 27 infosec 26 serverless 26 chinese 26 markdown 26 self-supervised-learning 26 autonomous-agents 26 jobs 26 library 26 nextjs 26 chatbot 25 time-series 25 codex 25 mcp-server 25 vibe-coding 25 django 25 git 25 3d 25 data-mining 25 cursor 25 claude-skills 24 roadmap 24 text-to-image 24 awsome-list 24 neural-networks 24 kotlin 24 computer-graphics 24 embedded 24 seo 24 mathematics 24 reasoning 23 awesomeness 23 cloud-computing 23 langchain 23 interview 23 autonomous-driving 23 startups 23 blog 23 engineering 23 segmentation 23 game-engine 23 mcp-servers 23 python3 23 text-to-video 23 networking 23 startup 23 sql 23 unity 23 apple 23 finance 23 audio 23 coding 22 c 22 federated-learning 22 programming-language 22 jev 22 website 22 devsecops 22 decentralized 22 software-development 22 llama 22 terminal 21 js 21 visualization 21 hacktoberfest-accepted 21 monitoring 21 embodied-ai 21 blogs 21 ai-coding 21 r 21 benchmark 21 azure 21 apps 21 graphql 21 deeplearning 21 awsome 21 stable-diffusion 21 gpt-3 21 ai-safety 20 curated 20 graph 20 opendata 20 gis 20 transformers 20 optimization 20 youtube 20 multi-agent 20 remote-sensing 19 statistics 19 cloud-native 19 vlm 19 backend 19 generative-art 19 raspberry-pi 19 big-data 19 swiftui 19 gpt-4 19 telegram 19 representation-learning 19 data-structures 18 bugbounty 18 analytics 18 ai-security 18 guidelines 18 machinelearning 18 laravel 18 ai-video 18 code 18 pentest 18 speech-recognition 18 prompt 18 front-end 18 mllm 17 github-actions 17 foss 17 autonomous-vehicles 17 cheatsheet 17 large-language-model 17 quantization 17 data-engineering 17 command-line 17 animation 17 bash 17 malware-analysis 17 webgl 17 image-processing 17 nerf 17 containers 17 knowledge 17 android-development 17 aigc 17 gaming 17 language 16 coding-agents 16 databases 16 memory 16 cms 16 diffusion 16 performance 16 llmops 16 videos 16 technology 16 microservices 16 ros 16 readme 16 ecommerce 16 copilot 16 algorithm 16 classification 16 medical-imaging 16 dart 16 generative-model 16 anomaly-detection 16 reddit 16 articles 16 system-design 16 bert 16 pose-estimation 16 vscode 16 distributed-systems 16 npm 15 evm 15 p2p 15 solana 15 multimodal-deep-learning 15 multimodal-large-language-models 15 react-components 15 detection 15 selfhosted 15 system-one 15 mysql 15 vuejs 15 espana 15 google 15 resource 15 leetcode 15 code-generation 15 awesome-ai 15 recommender-system 15 art 15 spain 15 students 15 mac 15 beginner-friendly 15 uav 15 llm-security 15 wasm 15 webassembly 15 drones 15 trading 15 yolo 14 typesafe 14 vision-language-model 14 observability 14 sysadmin 14 generative-adversarial-network 14 objective-c 14 software-architecture 14 oss 14 wordpress 14 sustainability 14 utilities 14 xai 14 language-model 14 threat-intelligence 14 podcast 14 bug-bounty 14 dsh-plugin 14 multimodal-learning 14 gan 14 frameworks 14 planning 14 dotnet-core 14 software-libre 14 graphics 14 open-science 14 knowledge-base 14 llm-tools 14 icons 14 mobile-development 14 ctf 14 vector-database 14 3d-graphics 14 ai-art 14 multi-agent-systems 14 healthcare 14 discord 14 ui-design 14 deepseek-harness 14 android-library 14 webdevelopment 13 deep-reinforcement-learning 13 pwa 13 time-series-analysis 13 automl 13 programming-languages 13 evaluation 13 simulation 13 continual-learning 13 dapp 13 storage 13 unicorns 13 infrastructure 13 microservice 13 geospatial 13 neuroscience 13 quantum-computing 13 semantic-segmentation 13 drone 13 svelte 13 lua 13 compliance 13 rl 13 sre 13 transfer-learning 13 ux 13 static-analysis 13 developer 13 search 13 rest-api 13 few-shot-learning 13 fintech 13 node 13 dsh 13 free-software 13 workflow 13 speech-to-text 13 datos-abiertos 13 interview-questions 13 guide 12 privacy-tools 12 vulnerabilities 12 image 12 search-engine 12 fuzzing 12 graphics-programming 12 authentication 12 chain-of-thought 12 ros2 12 web-design 12 rails 12 hacking-tools 12 test-automation 12 cicd 12 es6 12 elasticsearch 12 leadership 12 application 12 infrastructure-as-code 12 typesafe-ai 12 gpu 12 cuda 12 cyber-security 12 article 12 postgresql 12 machine-learning-algorithms 12 cross-platform 12 social-media 12 webapp 12 management 12 prompt-injection 12 question-answering 12 static-site-generator 12 vision-and-language 12 email 12 video-editing 12 reading-list 12 edge-computing 12 social-network 12 creative-coding 12 vr 11 qwen 11 haskell 11 genai 11