Why it matters
TRT-LLM gets peak NVIDIA perf. Understanding shapes serving choice.
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The architecture
Engine build per model.
In-flight batching (continuous).
Custom kernels.
FP8 on H100.
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How it works end to end
Build engine ahead of time.
Optimized for target GPU.
Integration with Triton Inference Server.
NVIDIA-only.