> ## Documentation Index
> Fetch the complete documentation index at: https://dripart-docs-custom-nodes-sdk-v2-frontend.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# SamplerLMS - ComfyUI Built-in Node Documentation

> The SamplerLMS node creates a Least Mean Squares (LMS) sampler for use in diffusion models.

The SamplerLMS node creates a Least Mean Squares (LMS) sampler for use in diffusion models. It generates a sampler object that can be used in the sampling process, allowing you to control the order of the LMS algorithm for numerical stability and accuracy.

## Inputs

| Parameter | Description                                                                                                                                                                                          | Data Type | Required | Range    |
| --------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------- | -------- | -------- |
| `order`   | The order parameter for the LMS sampler algorithm, which controls the numerical method's accuracy and stability (default: 4). This parameter is shown in the advanced section of the node interface. | INT       | Yes      | 1 to 100 |

## Outputs

| Output Name | Description                                                               | Data Type |
| ----------- | ------------------------------------------------------------------------- | --------- |
| `sampler`   | A configured LMS sampler object that can be used in the sampling pipeline | SAMPLER   |

> This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! [Edit on GitHub](https://github.com/Comfy-Org/embedded-docs/blob/main/comfyui_embedded_docs/docs/SamplerLMS/en.md)

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