Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
15 "compress" 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
3,328 stars
483 forks
191 projects
Last updated: 22 May 2024
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-list model-acceleration model-compression pruning
2,231 stars
327 forks
285 projects
Last updated: 19 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
1,656 stars
200 forks
527 projects
Last updated: 03 Jun 2024
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
850 stars
63 forks
67 projects
Last updated: 29 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: 17 May 2024
awesome-emdl
Embedded and mobile deep learning research resources
deep-learning deep-neural-networks efficient-neural-networks embedded-ai inference mobile-ai mobile-deep-learning mobile-inference neural-network-compression pruning
723 stars
166 forks
147 projects
Last updated: 18 May 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
446 stars
57 forks
113 projects
Last updated: 29 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: 31 Mar 2024
awesome-model-compression
papers about model compression
166 stars
38 forks
961 projects
Last updated: 19 Apr 2024
awesome-quantization-and-fixed-point-training
Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
fixed-point network-compression quantization
151 stars
24 forks
114 projects
Last updated: 19 May 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
105 stars
10 forks
265 projects
Last updated: 29 May 2024
awesome-text-summarization
Text summarization starting from scratch.
abstractive-summarization deep-learning extractive-summarization nlp papers-collection sentence-compression text-mining text-summarization
94 stars
16 forks
61 projects
Last updated: 07 Jan 2024
Awesome-EdgeAI
Resources of our survey paper "A Systematic Review of AI Deployment on Resource-Constrained Edge Devices: Challenges, Techniques, and Applications"
awesome-list data-preprocessing deep-learning edge-ai edge-computing efficient-algorithm machine-learning model-acceleration model-compression model-deployment
42 stars
2 forks
287 projects
Last updated: 27 Jun 2024
awesome-nodejs-pure-js
Many low level node.js libs written in c/c++ or dependent on native modules. That's awesome, but in some trade off case we need pure javascript lib.
algorithm algorithms awesome collection compress crypto data-structures engine file-format font
19 stars
3 forks
96 projects
Last updated: 02 Dec 2023
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