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"efficient-deep-learning" Awesome Lists

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

1,881 stars
206 forks
528 projects

Last updated: 16 Nov 2024

awesome-efficient-llm-diffusion

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 awesome diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization

150 stars
12 forks
266 projects

Last updated: 02 Nov 2024

Awesome-Resource-Efficient-LLM-Papers

a curated list of high-quality papers on resource-efficient LLMs 🌱

efficient-deep-learning generative-ai large-language-models machine-learning machine-learning-systems resource-efficient survey

78 stars
5 forks
187 projects

Last updated: 14 Nov 2024

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