# TensorRT-LLM: NVIDIA Enterprise Inference

> Source: https://sukruyusufkaya.com/en/learn/prompt-caching-context-engineering/pcce-67-tensorrt-llm
> Updated: 2026-05-14T14:48:51.877Z
> Category: Prompt Caching & Context Engineering
> Module: 10. Self-Hosted Inference + Caching
**TLDR:** NVIDIA'nın production-grade inference solution'ı. KV cache reuse, FP8 quantization, multi-GPU. Enterprise senaryolar için.