# NVIDIA/Model-Optimizer

<https://repo.masters-masters.com/en/repos/NVIDIA/Model-Optimizer>

[Home](https://repo.masters-masters.com/en) › [NVIDIA](https://repo.masters-masters.com/en/owners/NVIDIA) › [Model-Optimizer](https://repo.masters-masters.com/en/repos/NVIDIA/Model-Optimizer)

NVIDIA/Model-Optimizer has 5,493 stars on GitHub. Its RepoMasters card: Stable tier. A unified library of SOTA model optimization techniques like…

| Field | Value |
| --- | --- |
| Owner | [NVIDIA](https://repo.masters-masters.com/en/owners/NVIDIA) |
| Stars | 5,493 |
| Forks | 788 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | Apache-2.0 |
| Created | 2024 |
| Tier | [Stable (5,000 to 19,999 ★)](https://repo.masters-masters.com/en/ranks/cult) |
| View on GitHub | [NVIDIA/Model-Optimizer](https://github.com/NVIDIA/Model-Optimizer) |

## Repository

A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM, TensorRT, vLLM, etc. to optimize inference speed.

The tier for repos with 5,000 to 19,999 ★. Published odds per card pulled: 0.9%. Rarity: Very rare.

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