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

5,049 stars
498 forks
2,160 projects

Last updated: 21 Aug 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

3,592 stars
405 forks
476 projects

Last updated: 24 Aug 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

1,139 stars
191 forks
43 projects

Last updated: 30 Aug 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

314 stars
20 forks
236 projects

Last updated: 12 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
11 forks
49 projects

Last updated: 14 Jun 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

88 stars
3 forks
64 projects

Last updated: 07 Aug 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
120 projects

Last updated: 26 Aug 2026

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bitcoin 54 frontend 53 swift 52 education 52 go 52 llms 52 tutorial 51 gpt 50 paper 50 typescript 50 security-tools 49 web 49 free 49 research 49 github 48 tutorials 48 books 48 dataset 48 agents 47 api 46 opensource 46 data 46 productivity 46 deep-neural-networks 46 development 45 rag 45 diffusion-models 45 cryptocurrency 45 cloud 44 paper-list 43 data-visualization 43 database 42 html 42 community 41 vue 41 documentation 41 anthropic 41 docker 41 gamedev 41 software 40 skills 40 ml 40 model-context-protocol 39 open-data 39 web-development 38 collections 38 game 37 multimodal 37 cli 36 neural-network 36 self-hosted 35 ai-agent 35 iot 35 testing 35 plugins 35 crypto 35 labex 34 hands-on 34 prompts 34 aws 34 reactjs 34 software-engineering 33 cpp 33 algorithms 33 exercises 33 courses 33 saas 33 mlops 32 hardware 32 graph-neural-networks 32 marketing 32 video 32 flutter 32 defi 32 framework 32 penetration-testing 31 solidity 31 video-generation 31 games 31 react-native 31 reverse-engineering 30 ruby 30 projects 30 bioinformatics 30 transformer 30 gemini 30 libraries 30 architecture 30 dotnet 30 microsoft 29 deepseek 29 csharp 29 image-generation 29 pentesting 29 mobile 29 knowledge-graph 28 best-practices 28 llm-agents 28 music 28 object-detection 28 openclaw 28 windows 28 data-analysis 28 cryptography 28 smart-contracts 28 ui 27 osint 27 pytorch 27 science 27 links 27 angular 27 slam 27 foundation-models 27 tensorflow 27 markdown 26 library 26 self-supervised-learning 26 nextjs 26 learning-resources 26 jobs 26 serverless 26 chinese 25 3d 25 mcp-server 25 django 25 data-mining 25 time-series 25 cursor 25 git 25 infosec 25 codex 25 computer-graphics 24 embedded 24 autonomous-agents 24 claude-skills 24 kotlin 24 mathematics 24 seo 24 vibe-coding 24 roadmap 24 awsome-list 24 chatbot 24 neural-networks 24 autonomous-driving 23 audio 23 sql 23 unity 23 engineering 23 interview 23 python3 23 reasoning 23 apple 23 langchain 23 segmentation 23 mcp-servers 23 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quantization 17 cheatsheet 17 containers 17 nerf 17 data-engineering 17 android-development 17 foss 17 animation 17 malware-analysis 17 mllm 17 autonomous-vehicles 17 image-processing 17 large-language-model 17 diffusion 16 cms 16 ros 16 medical-imaging 16 ai-security 16 vscode 16 pose-estimation 16 ecommerce 16 dart 16 gaming 16 algorithm 16 copilot 16 generative-model 16 anomaly-detection 16 llmops 16 reddit 16 distributed-systems 16 technology 16 databases 16 performance 16 readme 16 microservices 16 system-design 16 language 16 bert 16 articles 16 videos 16 drones 15 evm 15 selfhosted 15 webassembly 15 wasm 15 code-generation 15 react-components 15 beginner-friendly 15 npm 15 espana 15 vuejs 15 memory 15 students 15 p2p 15 google 15 recommender-system 15 detection 15 uav 15 art 15 leetcode 15 spain 15 solana 15 resource 15 trading 15 ai-video 15 multimodal-deep-learning 15 multimodal-large-language-models 15 mac 15 coding-agents 15 awesome-ai 15 mysql 15 mobile-development 14 utilities 14 wordpress 14 dotnet-core 14 ai-art 14 oss 14 deepseek-harness 14 knowledge-base 14 ui-design 14 yolo 14 gan 14 icons 14 ctf 14 android-library 14 dsh-plugin 14 sysadmin 14 frameworks 14 discord 14 graphics 14 software-architecture 14 language-model 14 healthcare 14 llm-security 14 open-science 14 xai 14 generative-adversarial-network 14 vector-database 14 podcast 14 vision-language-model 14 planning 14 observability 14 sustainability 14 multimodal-learning 14 3d-graphics 14 speech-to-text 13 objective-c 13 semantic-segmentation 13 rl 13 node 13 svelte 13 pwa 13 multi-agent-systems 13 automl 13 simulation 13 bug-bounty 13 interview-questions 13 storage 13 workflow 13 search 13 quantum-computing 13 infrastructure 13 drone 13 static-analysis 13 threat-intelligence 13 rest-api 13 deep-reinforcement-learning 13 continual-learning 13 sre 13 developer 13 neuroscience 13 software-libre 13 webdevelopment 13 geospatial 13 unicorns 13 dapp 13 fintech 13 free-software 13 transfer-learning 13 evaluation 13 programming-languages 13 ux 13 time-series-analysis 13 few-shot-learning 13 microservice 13 chain-of-thought 12 machine-learning-algorithms 12 ros2 12 social-media 12 graphics-programming 12 cuda 12 static-site-generator 12 es6 12 edge-computing 12 prompt-injection 12 gpu 12 rails 12 authentication 12 article 12 postgresql 12 compliance 12 application 12 classification 12 vision-and-language 12 email 12 dsh 12 cyber-security 12 search-engine 12 guide 12 social-network 12 question-answering 12 management 12 fuzzing 12 llm-tools 12 leadership 12 image 12 datos-abiertos 12 reading-list 12 vulnerabilities 12 privacy-tools 12 creative-coding 12 cicd 12 cross-platform 12 web-design 12 elasticsearch 12 lua 12 test-automation 12 webapp 12 infrastructure-as-code 12 earth-observation 11 webpack 11 point-cloud 11 video-editing 11 model-compression 11 hosting 11 hacking-tools 11 apis 11 owasp 11 cvpr 11