Efficient-ML/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.

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For AI researchers and practitioners working with generative AI, this resource helps you find ways to make large language models (LLMs) and diffusion models (DMs) run more efficiently. It provides a curated list of research papers and code repositories focused on reducing the heavy computing demands of these powerful AI models. This is ideal for those seeking to optimize the performance and resource usage of generative AI systems.

203 stars. No commits in the last 6 months.

Use this if you are an AI researcher or practitioner looking for existing solutions and research to make your large language models or diffusion models more efficient, requiring less computational power.

Not ideal if you are a general user looking for a ready-to-use software tool or application to directly build or deploy an AI model without needing to dive into research papers or code.

AI Research Large Language Models Diffusion Models Computational Efficiency Generative AI Optimization
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 9 / 25

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Feb 10, 2025

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