Library/awesome-ml-model-compression
Library/awesome-ml-model-compressionForked

cedrickchee/awesome-ml-model-compression

awesome-ml-model-compression

Awesome machine learning model compression research papers, quantization, tools, and learning material.

Builder

cedrickchee

cedrickchee

cedrickchee • individual

Stars

543

Using upstream star count

Forks

62

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 6, 2018

Project creation date

README Summary

This repository is a curated collection of awesome machine learning model compression research papers, quantization techniques, tools, and learning materials. It serves as a comprehensive resource for researchers and practitioners interested in reducing the size and computational requirements of ML models while maintaining performance.

AI Dev Skills

Unmapped

Model CompressionNeural Network QuantizationKnowledge DistillationPruning TechniquesModel OptimizationDeep Learning Architecture DesignEfficient Neural NetworksHardware-Aware Model Design

Tags

Model CompressionNeural Network QuantizationKnowledge DistillationPruning TechniquesModel OptimizationDeep Learning Architecture DesignEfficient Neural NetworksHardware-Aware Model DesignEmbedded SystemsMobile AI Application DevelopmentAudioTextEfficient AIGreen AIMultimodalResource-Constrained InferenceEdge/MobileSmall Language ModelsEdge AIEdge Computing Model DeploymentIoT Device AI IntegrationOn-premiseVideoOn-device AIReal-time Model ServingImageCloud APIBattery-Efficient AI Systems

Taxonomy

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Dev Tools & AutomationPrimaryInference & ServingCoding & Dev ToolsMultimodal AIEdge & Mobile AIOther AI / MLFoundation ModelsGenerative Media

PM Skills

Developer Platform

Languages

No language breakdown recorded.

Timeline

Project created
Dec 6, 2018
Forked
Mar 23, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Sep 21, 2024

Similar Repos

pgvector cosine similarity · $0

Loading…