Awesome-LLM-Systems

Overview

A curated GitHub repository listing academic papers and resources on large language model systems. It organizes research by topics such as training, inference, and deployment for easy reference.

Best for

Best for
Researchers and engineers surveying LLM system papers

Use cases

• Surveying recent LLM system research for a project
• Finding papers on efficient LLM training or inference
• Keeping up with community-curated LLM system literature

Notes

A curated GitHub repository listing academic papers and resources on large language model systems. It organizes research by topics such as training, inference, and deployment for easy reference.

2,055 stars on GitHub. Last updated 2026-05-16.

Use cases

• Surveying recent LLM system research for a project
• Finding papers on efficient LLM training or inference
• Keeping up with community-curated LLM system literature

Pros

• Structured by topic for quick navigation
• Community-maintained with active updates
• High-quality curated list with 2000+ stars

Cons

• Only a paper list, not a runnable tool or framework
• No code or implementation details included
• Relies on community contributions for completeness

Indexed from awesome-llm and enriched against its public facts.