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"compression" Awesome Lists

Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

compression efficient-llm knowledge-distillation language-model llm llm-compression model-quantization pruning-algorithms

1,622 stars
130 forks
209 projects

Last updated: 23 Apr 2025

Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm

890 stars
52 forks
347 projects

Last updated: 09 Mar 2025

awesome_computer_science

The complete syllabus of Computer Science and Engineering. Roadmap, Checklist for Beginners.

algorithms artificial-intelligence assembly-language awesome-list browsers cloud compiler-design compression computer-networks computer-science

403 stars
42 forks
118 projects

Last updated: 07 Apr 2025

Awesome-Efficient-Reasoning-Models

[Arxiv 2025] Efficient Reasoning Models: A Survey

chain-of-thought compression efficient-reasoning

109 stars
6 forks
131 projects

Last updated: 22 Apr 2025

awesome_vcm

[Paper List‘25] Paper List of Visual Data Coding for Machines, including Image/Video Coding for Machines, Feature Compression, Point Cloud Compression for Machines and Image/Video Coding for Machines with Large Multimodal Models

awesome-list codec compression feature-compression large-multimodal-models machine-vision-analysis vcm

17 stars
0 forks
111 projects

Last updated: 18 Apr 2025

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library 22 gpt-3 22 best-practices 22 self-hosted 22 awsome-list 22 gpt-4 22 coding 22 youtube 22 markdown 22 object-detection 22 osint 21 projects 21 knowledge-graph 21 visualization 21 apple 21 audio 21 kotlin 21 data-analysis 21 awesomeness 21 hacktoberfest-accepted 21 engineering 21 multimodal 20 c 20 apps 20 ui 20 cloud-computing 20 serverless 20 opendata 20 game-engine 20 programming-language 20 startups 20 roadmap 20 neural-networks 20 segmentation 20 slam 20 mathematics 20 website 19 3d 19 federated-learning 19 awsome 19 jobs 19 python3 19 azure 19 guidelines 19 sql 19 prompt-engineering 19 data-mining 19 mobile 19 graph 19 blog 18 bugbounty 18 front-end 18 deeplearning 18 startup 18 time-series 18 interview 18 marketing 18 graphql 18 chinese 18 llama 18 blogs 18 chatbot 18 raspberry-pi 18 generative-art 17 cli 17 decentralized 17 algorithm 17 knowledge 17 statistics 17 representation-learning 17 code 17 nextjs 17 language 17 saas 17 autonomous-driving 17 cheatsheet 17 bash 17 containers 17 image-processing 16 mlops 16 microservices 16 articles 16 optimization 16 data-structures 16 resource 16 curated 16 machinelearning 16 foundation-models 16 aigc 16 learning-resources 16 networking 16 bert 16 webgl 16 stable-diffusion 16 analytics 15 big-data 15 transformers 15 distributed-systems 15 technology 15 reverse-engineering 15 monitoring 15 autonomous-vehicles 15 pentest 15 software-development 15 devsecops 15 graphics 15 detection 15 nerf 15 ros 15 cloud-native 15 react-components 14 recommender-system 14 animation 14 mac 14 performance 14 readme 14 mysql 14 dart 14 telegram 14 speech-recognition 14 data-engineering 14 selfhosted 14 terminal 14 backend 14 vuejs 14 icons 14 multimodal-deep-learning 14 prompt 14 node 13 guide 13 gis 13 remote-sensing 13 unicorns 13 swiftui 13 deep-reinforcement-learning 13 malware-analysis 13 microservice 13 p2p 13 evm 13 dapp 13 foss 13 finance 13 webassembly 13 generative-adversarial-network 13 dotnet-core 13 open-data 13 pose-estimation 13 seo 13 mcp 13 search 12 plugins 12 command-line 12 large-language-model 12 point-cloud 12 gan 12 cms 12 android-development 12 svelte 12 postgresql 12 android-library 12 font 12 laravel 12 wordpress 12 language-model 12 rails 12 search-engine 12 graphics-programming 12 reasoning 12 objective-c 12 planning 12 podcast 12 storage 12 oss 12 vision-and-language 12 image 12 art 12 elasticsearch 12 ecommerce 12 videos 12 transfer-learning 12 pwa 12 fuzzing 12 beginner-friendly 12 discord 12 gaming 12 speech-processing 11 webpack 11 text-to-image 11 free-software 11 question-answering 11 hacktoberfest2020 11 wasm 11 quantum-computing 11 ctf 11 sysadmin 11 static-analysis 11 ansible 11 programming-languages 11 network 11 anomaly-detection 11 course 11 haskell 11 unity3d 11 sustainability 11 frameworks 11 bookmarks 11 ai-agents 11 databases 11 automl 11 3d-graphics 11 creative-coding 11 application 11 multimodal-learning 11 design-systems 11 front-end-development 11 cvpr 11 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unix 9 conference 9 static-site-generator 9 math 9 fairness 9 book 9 solana 9 sentiment-analysis 9 google 9 few-shot-learning 9 electronics 9 webcomponents 9 swift-library 9 semantic-segmentation 9 article 9 flask 9 websites 9 arkit 9 video-generation 9 3d-reconstruction 9 system-design 9 email 9 cyber-security 9 ionic 9 ros2 9 bug-bounty 9 simulation 9 quantization 9 ide 9 sre 9 agents 9 knowledge-base 9 flutter-apps 9 classification 9 exploit 9 android-application 9 ux 9 augmented-reality 9 android-app 9 neuroscience 9 social-network 9 jupyter-notebook 9 reddit 9 leadership 9 k8s 8 lua 8 fintech 8 ubuntu 8 vulnerabilities 8 dfir 8 notes 8 chemistry 8 pruning 8 btc 8 software-architecture 8 chinese-translation 8 ruby-on-rails 8 opencv 8 data-analytics 8 interview-preparation 8 pre-training 8