TensorRT Model Optimizer

Getting Started

Overview
Installation
Quick Start: Quantization
Quick Start: Pruning
Quick Start: Distillation
Quick Start: Sparsity

Guides

Quantization
Pruning
NAS
Distillation
Sparsity
Saving & Restoring
Speculative Decoding

Deployment

TensorRT-LLM Deployment

Examples

All GitHub Examples
ResNet20 on CIFAR-10: Pruning
HF BERT: Prune, Distill & Quantize

Reference

Model Optimizer Changelog
modelopt API

Support

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FAQs

TensorRT Model Optimizer

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