zwang4/awesome-machine-learning-in-compilers

Cool links & research papers related to Machine Learning applied to source code (MLonCode)

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

Awesome machine learning for combinatorial optimization papers.

[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.

Awesome LLM compression research papers and tools.

A curated list of Machine Learning Surveys, Tutorials and Books.

Open Machine Learning Compiler Framework

A machine learning compiler for GPUs, CPUs, and ML accelerators