elizabetht/100-days-of-inference

learn LLM inference system on Apple Silicon for systems engineers: build a tiny vLLM + Qwen

Machine Learning Engineering Open Book

A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.

Repo to accompany my mastering LLM engineering course

Open Source Inference Research Platform Standard / 开源推理研究平台

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

Code, labs, and resources for O'Reilly AI Systems Performance Engineering: GPU optimization, distributed training, inference scaling, and full-stack tuning.

LLM training code for Databricks foundation models

🚀 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.