The Software Stack
From CUDA kernels and compilers to the engines: llama.cpp, vLLM, SGLang, TensorRT-LLM and friends compared from the inside.
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- ▶ Up nextPro14 min+50 XPThe software stack: from CUDA kernels to inference enginesThe layers between a Python script and GPU silicon: drivers, CUDA, cuBLAS/cuDNN/CUTLASS, Triton and compilers…
- Pro15 min+50 XPEngines compared from the inside: llama.cpp, vLLM, SGLang, TGI, TensorRT-LLM, DynamoHow the major inference engines differ in architecture rather than marketing: scheduling and KV management, kernels…