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Awesome GitHub RepositoriesPreemptible Compute Management
Systems for executing workloads on low-cost spot instances with fault-tolerance and elasticity.
Distinct from Fluid Compute Tasks: None of the candidates address the specific logic of handling preemptible/spot instance compute lifecycles for AI inference.
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Awesome Preemptible Compute Management GitHub Repositories
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- infrasys-ai/aisystem
Infrasys-AI/AISystem
17,017Vezi pe GitHubAISystem is a comprehensive AI full-stack infrastructure project covering the entire pipeline from AI chip architecture to high-level training frameworks. It encompasses the development of AI compiler frameworks, inference engines, and distributed training orchestrators designed to coordinate workloads across a heterogeneous compute stack of CPUs, GPUs, and NPUs. The project focuses on the deep integration of software and hardware, employing software-hardware co-design to align tensor layouts with physical memory structures. It provides specialized capabilities for accelerating Transformer mo
Executes inference tasks on low-cost spot instances using elastic computing and fault-tolerant systems.
Jupyter Notebookaiaiinfraaisys
