Model Optimizer

Announcements

Announcements

Getting Started

Overview
Installation
Quick Start: PTQ - PyTorch
Quick Start: PTQ - ONNX
Quick Start: PTQ - PyTorch to ONNX
Quick Start: PTQ - Windows
Quick Start: QAT
Quick Start: Pruning
Quick Start: Distillation
Quick Start: Speculative Decoding
Quick Start: Sparsity

Guides

Support Matrix
Recipes
ModelOpt Config System
Quantization
Saving & Restoring
Pruning
Distillation
Speculative Decoding
Sparsity
NAS
AutoCast (ONNX)
Autotune (ONNX)

Deployment

TensorRT-LLM
Onnxruntime
Unified HuggingFace Checkpoint

Examples

All GitHub Examples

Reference

Changelog
modelopt API
- deploy
- onnx
  - autocast
  - export
  - graph_surgery
  - llm_export_utils
  - logging_config
  - op_types
  - quantization
  - trt_utils
  - utils
- torch

Support

Contact us
FAQs

Model Optimizer

modelopt API
onnx
quantization
extensions
View page source

extensions

Module to load C++ extensions.

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