AI-HPC Knowledge BaseReshaping Compute, Empowering Intelligence

Building a production-grade AI infrastructure knowledge system.

💎 Full-Stack Fusion

GPU clusters, RDMA networks, compilers and inference engines.

3D parallelism, ZeRO optimization, multi-node scaling.

vLLM, TensorRT-LLM and production inference stack.

GPU architecture, HBM, heterogeneous computing

AI cluster design and benchmarking

InfiniBand, RoCE, NCCL optimization

Triton, TVM and kernel fusion

Megatron-LM, DeepSpeed, 3D parallelism

vLLM, TensorRT-LLM serving