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
- deploy
  - llm
- onnx
- torch

Support

Contact us
FAQs

TensorRT Model Optimizer

modelopt API
deploy
View page source

deploy

Modules

modelopt.deploy.llm

LLM deployment utils with tensorrt_llm.

Model Optimizer’s deployment package.

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