LLMSys-PaperList

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

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This repository provides a comprehensive list of academic papers, articles, tutorials, slides, and projects related to Large Language Model (LLM) systems. It covers various aspects of LLM research, including pre-training, serving, system efficiency optimization, multi-model systems, image generation systems, LLM applications in systems, ML systems, survey papers, LLM benchmarks and leaderboards, and other relevant resources. The repository is regularly updated to include the latest developments in this rapidly evolving field, making it a valuable resource for researchers, practitioners, and anyone interested in staying abreast of the advancements in LLM technology.

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Awesome LLM Systems Papers

A curated list of Large Language Model systems related academic papers, articles, tutorials, slides and projects. Star this repository, and then you can keep abreast of the latest developments of this booming research field.

LLM Systems

Pre-Training

Serving

Fine-tuning Systems

  • Ymir: A Scheduler for Foundation Model Fine-tuning Workloads in Datacenters | ICS' 24

Multi-Model Systems

LLM for Systems

System Efficiency Optimization

ML Systems

Survey Paper

LLM Benchmark / Leaderboard ? Traces

LLM Frameworks

Related ML Readings

MLSys Courses

Other Reading

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