HuaizhengZhang/AI-Infra-from-Zero-to-Hero

🚀 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.

48
/ 100
Emerging

Organizes research and practical implementations across the full ML/AI infrastructure stack—from data processing and training systems to LLM serving and domain-specific areas like federated learning and edge AI. Curates papers from top systems conferences (OSDI, NSDI, MLSys, SoCC) alongside implementation code, whitepaper guides, and video tutorials to bridge academic research with production deployment. Covers specialized infrastructure for LLMs, video systems, AutoML, GNNs, and reinforcement learning, enabling developers to understand architectural patterns for scaling AI workloads.

3,763 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 20 / 25

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Stars

3,763

Forks

370

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License

MIT

Last pushed

Jul 25, 2025

Commits (30d)

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