"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