# YOLO modeling weight pruning Guide

**URL:** <https://community.ultralytics.com/t/yolo-modeling-weight-pruning-guide/1516>\
**Category:** Resources\
**Tags:** yolo, resource, tensorrt\
**Created:** [September 30, 2025, 1:26pm UTC](https://community.ultralytics.com/t/yolo-modeling-weight-pruning-guide/1516 "2025-09-30T13:26:27Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![BurhanQ](https://sea1.discourse-cdn.com/flex001/user_avatar/community.ultralytics.com/burhanq/32/7_2.png) [@BurhanQ](https://community.ultralytics.com/u/BurhanQ)\
**Post date:** [September 30, 2025, 1:26pm UTC](https://community.ultralytics.com/t/yolo-modeling-weight-pruning-guide/1516/1 "2025-09-30T13:26:27Z")

</div>

Really cool article shared on the [Ultralytics Subreddit](https://www.reddit.com/r/Ultralytics/) from @Toxite for YOLO pruning

> **[Pruning Ultralytics YOLO Models with NVIDIA Model Optimizer](https://y-t-g.github.io/tutorials/yolo-prune/)**
>
> Learn how to prune and fine-tune YOLO models to boost efficiency, reduce size, and speed up inference.