TensorRT-LLM

Master TensorRT-LLM — NVIDIA's optimized LLM inference engine. Learn engine compilation, FP8/INT4 quantization, in-flight batching, and the patterns for peak throughput.

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6
Lessons
💻
Code Examples
✅
Production-Ready
100%
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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

🎯

TensorRT-LLM Overview

Intermediate
🎯

Building TensorRT-LLM Engines

Advanced
🎯

FP8 and INT4 Quantization

Advanced
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In-Flight Batching

Advanced
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Multi-GPU TensorRT-LLM

Advanced
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TensorRT-LLM in Production

Advanced