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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

1,637 stars
130 forks
215 projects

Last updated: 30 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

997 stars
58 forks
347 projects

Last updated: 25 Apr 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

416 stars
42 forks
118 projects

Last updated: 02 May 2025

Awesome-Efficient-Reasoning-Models

[Arxiv 2025] Efficient Reasoning Models: A Survey

chain-of-thought compression efficient-reasoning

118 stars
6 forks
306 projects

Last updated: 29 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

19 stars
0 forks
111 projects

Last updated: 21 Apr 2025

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unity 23 django 23 awsome-list 22 game-engine 22 best-practices 22 microsoft 22 infosec 22 gpt-3 22 markdown 22 mobile 22 osint 22 gpt-4 22 serverless 22 awesomeness 21 cryptography 21 apple 21 multimodal 21 neural-networks 21 hacktoberfest-accepted 21 python3 21 engineering 21 data-analysis 21 kotlin 21 coding 21 ui 21 knowledge-graph 21 self-hosted 21 audio 20 roadmap 20 startups 20 data-mining 20 youtube 20 website 20 programming-language 20 cloud-computing 20 slam 20 opendata 20 mathematics 20 segmentation 20 visualization 20 guidelines 19 sql 19 prompt-engineering 19 jobs 19 awsome 19 federated-learning 19 interview 19 raspberry-pi 19 apps 19 graph 19 chinese 19 3d 19 deeplearning 19 azure 19 c 19 time-series 18 marketing 18 front-end 18 blog 18 llama 18 saas 18 machinelearning 18 bash 18 js 18 cli 18 graphql 18 bugbounty 18 chatbot 18 blogs 18 language 17 mlops 17 decentralized 17 startup 17 microservices 17 algorithm 17 statistics 17 learning-resources 17 representation-learning 17 generative-art 17 knowledge 17 foundation-models 17 containers 17 stable-diffusion 17 curated 17 code 17 nextjs 17 optimization 17 aigc 17 data-structures 16 mcp 16 image-processing 16 autonomous-driving 16 networking 16 webgl 16 analytics 16 cheatsheet 16 articles 16 bert 16 ros 15 cloud-native 15 autonomous-vehicles 15 detection 15 pentest 15 software-development 15 nerf 15 graphics 15 big-data 15 monitoring 15 seo 15 reverse-engineering 15 resource 15 transformers 15 technology 15 performance 14 node 14 react-components 14 ai-agents 14 large-language-model 14 telegram 14 p2p 14 multimodal-deep-learning 14 recommender-system 14 data-engineering 14 animation 14 backend 14 prompt 14 distributed-systems 14 devsecops 14 android-library 14 mysql 14 dart 14 android-development 14 webassembly 14 terminal 14 icons 14 readme 14 selfhosted 14 vuejs 14 rails 13 deep-reinforcement-learning 13 generative-adversarial-network 13 gis 13 elasticsearch 13 unicorns 13 reasoning 13 pose-estimation 13 open-data 13 mac 13 plugins 13 dotnet-core 13 guide 13 search 13 microservice 13 remote-sensing 13 art 13 swiftui 13 podcast 13 laravel 13 speech-recognition 13 command-line 13 evm 13 foss 13 finance 13 oss 12 agents 12 image 12 font 12 static-analysis 12 ecommerce 12 cms 12 text-to-image 12 storage 12 pwa 12 svelte 12 gaming 12 wordpress 12 malware-analysis 12 gan 12 es6 12 anomaly-detection 12 search-engine 12 postgresql 12 wasm 12 videos 12 leetcode 12 frameworks 12 language-model 12 discord 12 fuzzing 12 dapp 12 transfer-learning 12 graphics-programming 12 unity3d 11 webapp 11 multimodal-learning 11 ctf 11 databases 11 code-generation 11 design-systems 11 front-end-development 11 network 11 npm 11 application 11 cvpr 11 yolo 11 cuda 11 point-cloud 11 automl 11 planning 11 cross-platform 11 bookmarks 11 objective-c 11 3d-graphics 11 question-answering 11 ui-design 11 beginner-friendly 11 sysadmin 11 course 11 creative-coding 11 open-science 11 free-software 11 vscode 11 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