harvard-edge / cs249r_book

Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai

StarTrail-org / LEANN

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

areal-project / AReaL

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

mlc-ai / modern-gpu-programming-for-mlsys

A tutorial on modern GPU programming for machine learning systems

mlc-ai / agentic-gpu-programming-for-mlsys

—

zhengzihaoPKU / RoboECC

Code for Paper "RoboECC: Multi-Factor-Aware Edge-Cloud Collaborative Deployment for VLA Models" accepted by IJCNN 2026.

zhengzihaoPKU / KERV

Code of paper "KERV: Kinematic-Rectified Speculative Decoding for Embodied VLA Models" accepted by DAC 2026.

thu-ml / SLA

SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention