Core concept
Supports major architectures (Llama, Mixtral, GPT). Python API + Triton integration.
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How it works
Setup complex vs vLLM. But squeezes more perf on NVIDIA. Kernel optimizations aggressive.
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Trade-offs + gotchas
Max-perf LLM serving on NVIDIA. Enterprise deployments.