tiingweii-shii/Awesome-Resource-Efficient-LLM-Papers
a curated list of high-quality papers on resource-efficient LLMs π±
This is a curated list of research papers focused on making Large Language Models (LLMs) more efficient, particularly concerning their computational resource demands. It helps AI researchers and machine learning engineers stay updated on techniques to reduce memory, processing, and energy costs associated with training and deploying LLMs. The resource provides direct links to papers covering various optimization strategies, from architectural design to fine-tuning and inference.
158 stars. No commits in the last 6 months.
Use this if you are a researcher or engineer looking for academic papers on optimizing LLM performance and resource consumption.
Not ideal if you are looking for ready-to-use software libraries, code examples, or practical tutorials for LLM deployment.
Stars
158
Forks
10
Language
—
License
CC0-1.0
Category
Last pushed
Mar 15, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/tiingweii-shii/Awesome-Resource-Efficient-LLM-Papers"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
rafska/awesome-local-llm
A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally
KalyanKS-NLP/llm-engineer-toolkit
A curated list of 120+ LLM libraries category wise.
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM...
llm-jp/awesome-japanese-llm
ζ₯ζ¬θͺLLMγΎγ¨γ - Overview of Japanese LLMs
InftyAI/Awesome-LLMOps
π An awesome & curated list of best LLMOps tools.