Individual skill

tensorrt-llm

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.

tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/inference-serving-tensorrt-llm/SKILL.md

Source commit 70110103476bad94b3d700f50909d08842df50cc

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Observed behavior

Network or broad shell

Last checked

Nov 3, 2026

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