kcxain/Awesome-LLM4Kernel
LLM4Kernel: A Survey of Large Language Models for GPU Kernel Development
This resource provides a comprehensive overview for anyone interested in using Large Language Models (LLMs) to enhance GPU kernel development. It brings together a wide array of research papers, projects, and benchmarks, showing how LLMs can automate kernel generation, optimization, and verification. If you're a high-performance computing engineer, GPU programmer, or AI/ML researcher, this helps you stay current with the rapidly evolving field of LLM-assisted kernel development.
Use this if you need to understand the current landscape, key methodologies, and performance benchmarks for leveraging LLMs in GPU kernel development.
Not ideal if you are a beginner looking for a tutorial on how to write your first GPU kernel or directly implement an LLM for code generation without prior knowledge.
Stars
50
Forks
3
Language
—
License
—
Category
Last pushed
Mar 02, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/kcxain/Awesome-LLM4Kernel"
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
日本語LLMまとめ - Overview of Japanese LLMs
InftyAI/Awesome-LLMOps
🎉 An awesome & curated list of best LLMOps tools.