Shypd.aiThe largest open index of AI toolsAI-Infra-from-Zero-to-Hero is an open-source resource for machine learning systems and AI infrastructure. It provides a curated list of research papers, industry practices, and video tutorials covering LLM and GenAI.
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AI-Infra-from-Zero-to-Hero is a comprehensive, open-source collection of resources dedicated to machine learning systems and AI infrastructure. It serves as a valuable guide for understanding the foundational and advanced concepts in this rapidly evolving field. The repository curates research papers, industry best practices, and video tutorials, covering critical areas such as Large Language Models (LLM) and Generative AI (GenAI). It includes insights from major conferences like OSDI, NSDI, SIGCOMM, SoCC, and MLSys, and references prominent models like Llama3 and Mistral. The project aims to provide a structured path for learning about AI system design, from data processing and training systems to inference and domain-specific infrastructures like AutoML and GNN systems.
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