ForceInjection/AI-fundermentals

AI 基础知识 - GPU 架构、CUDA 编程、大模型基础及AI Agent 相关知识

74
/ 100
Verified

Covers GPU/CUDA internals, cluster operations (NCCL, InfiniBand monitoring), and Kubernetes-based AI infrastructure including device plugins, job scheduling with Kueue+HAMi, and GPU virtualization techniques for resource sharing. Combines low-level kernel optimization (TileLang, Tensor Cores) with cloud-native abstractions—addressing the full stack from hardware interconnect (NVLink, GPUDirect) to distributed storage (JuiceFS) and LLM application orchestration frameworks like LangGraph and Spring AI.

914 stars. Actively maintained with 102 commits in the last 30 days.

No Package No Dependents
Maintenance 25 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 23 / 25

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Stars

914

Forks

145

Language

HTML

License

Apache-2.0

Last pushed

Mar 13, 2026

Commits (30d)

102

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