Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
10 "model-compression" Awesome Lists
awesome-knowledge-distillation
Awesome Knowledge Distillation
co-training deep-learning distillation distillation-model kd knowldge-distillation knowledge-distillation knowledge-transfer model-compression model-distillation
3,318 stars
484 forks
190 projects
Last updated: 02 May 2024
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-list model-acceleration model-compression pruning
2,215 stars
327 forks
285 projects
Last updated: 01 May 2024
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome binarization binarized-neural-networks binary-network deep-learning efficient-deep-learning lightweight-neural-network model-acceleration model-compression model-quantization
1,630 stars
198 forks
526 projects
Last updated: 07 May 2024
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search
827 stars
160 forks
150 projects
Last updated: 26 Apr 2024
awesome-ml-model-compression
Awesome machine learning model compression research papers, tools, and learning material.
awesome-list machine-learning model-compression neural-networks pruning quantization
445 stars
57 forks
110 projects
Last updated: 08 May 2024
awesome-ai-infrastructures
Infrastructures™ for Machine Learning Training/Inference in Production.
apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes
368 stars
71 forks
31 projects
Last updated: 04 May 2024
awesome-model-compression
papers about model compression
166 stars
39 forks
961 projects
Last updated: 19 Apr 2024
awesome-efficient-aigc
A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
aigc diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization pruning
102 stars
9 forks
265 projects
Last updated: 03 May 2024
Awesome-AI-on-the-Edge
Resources of our survey paper "Enabling AI on Edges: Techniques, Applications and Challenges"
awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment
38 stars
2 forks
287 projects
Last updated: 23 Apr 2024
awesome-deep-model-compression
Awesome Deep Model Compression
awesome-list deep-learning model-compression model-distillation neural-network pruning python quantization
2 stars
0 forks
37 projects
Last updated: 10 Feb 2023