---
title: nn.backends.triton API Reference
description: Explore TritonBackend for NVIDIA Triton Inference Server, enabling scalable cloud and edge deployment of YOLO models.
keywords: Ultralytics, TritonBackend, Triton Inference Server, NVIDIA Triton, cloud inference, model serving, scalable deployment
---

# Reference for `ultralytics/nn/backends/triton.py`

!!! success "Improvements"

    This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/backends/triton.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/backends/triton.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing) — thank you! 🙏

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## ::: ultralytics.nn.backends.triton.TritonBackend

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