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

3,659 stars
858 forks
143 projects

Last updated: 16 Oct 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: 08 Oct 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

589 stars
19 forks
124 projects

Last updated: 10 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

392 stars
34 forks
329 projects

Last updated: 19 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
945 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

239 stars
23 forks
118 projects

Last updated: 10 Oct 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

224 stars
26 forks
81 projects

Last updated: 12 Sep 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

200 stars
43 forks
182 projects

Last updated: 15 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: 29 Sep 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

31 stars
2 forks
30 projects

Last updated: 20 Sep 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

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penetration-testing 31 solidity 31 llm-agents 31 react-native 31 image-generation 30 projects 30 architecture 30 gemini 30 libraries 30 codex 30 ruby 30 bioinformatics 30 transformer 30 microsoft 30 mobile 29 csharp 29 best-practices 29 windows 29 knowledge-graph 29 openclaw 28 ui 28 object-detection 28 osint 28 cursor 28 pytorch 28 cryptography 28 data-analysis 28 learning-resources 28 music 28 smart-contracts 28 vibe-coding 27 foundation-models 27 links 27 tensorflow 27 git 27 slam 27 science 27 angular 27 library 27 nextjs 26 autonomous-agents 26 interview 26 serverless 26 self-supervised-learning 26 jobs 26 infosec 26 markdown 26 chinese 26 3d 25 time-series 25 mcp-server 25 chatbot 25 data-mining 25 django 25 mathematics 25 c 24 seo 24 python3 24 awsome-list 24 text-to-image 24 roadmap 24 audio 24 neural-networks 24 text-to-video 24 computer-graphics 24 claude-skills 24 embedded 24 deepseek-harness 24 jev 24 kotlin 24 startup 24 startups 23 sql 23 blog 23 reasoning 23 engineering 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bugbounty 18 guidelines 18 speech-recognition 18 code 18 foss 18 gaming 17 llmops 17 autonomous-vehicles 17 github-actions 17 quantization 17 malware-analysis 17 knowledge 17 animation 17 vscode 17 containers 17 webgl 17 aigc 17 image-processing 17 data-engineering 17 performance 17 coding-agents 17 bash 17 nerf 17 android-development 17 mllm 17 classification 16 spain 16 microservices 16 system-one 16 distributed-systems 16 algorithm 16 language 16 pose-estimation 16 dart 16 copilot 16 memory 16 reddit 16 system-design 16 ecommerce 16 awesome-ai 16 ros 16 articles 16 readme 16 bert 16 espana 16 databases 16 selfhosted 16 videos 16 technology 16 datos-abiertos 16 anomaly-detection 16 cms 16 diffusion 16 medical-imaging 16 generative-model 16 evm 15 detection 15 drones 15 leetcode 15 p2p 15 free-software 15 solana 15 llm-tools 15 google 15 xai 15 npm 15 multimodal-large-language-models 15 react-components 15 trading 15 beginner-friendly 15 multimodal-deep-learning 15 mac 15 llm-security 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developer 13 automl 13 drone 13 deep-reinforcement-learning 13 quantum-computing 13 geospatial 13 fintech 13 time-series-analysis 13 rl 13 search 13 utilities 13 neuroscience 13 compliance 13 lua 13 sre 13 typesafe-ai 13 svelte 13 hacking-tools 12 cicd 12 test-automation 12 leadership 12 fuzzing 12 cross-platform 12 social-network 12 quantitative-finance 12 image 12 reading-list 12 vulnerabilities 12 static-site-generator 12 privacy-tools 12 search-engine 12 ai-development 12 chain-of-thought 12 directory 12 vision-and-language 12 cuda 12 edge-computing 12 elasticsearch 12 authentication 12 web-design 12 prompt-injection 12 ros2 12 gobierno-abierto 12 question-answering 12 graphics-programming 12 postgresql 12 machine-learning-algorithms 12 rails 12 gpu 12 math 12 cyber-security 12 webapp 12 alternatives 12 video-editing 12 unity3d 12 social-media 12 es6 12 management 12 creative-coding 12 email 12