> ## Documentation Index
> Fetch the complete documentation index at: https://dripart-feat-openapi-i18n.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# ModelSamplingLTXV - ComfyUI Built-in Node Documentation

> Complete documentation for the ModelSamplingLTXV node in ComfyUI. Learn its inputs, outputs, parameters and usage.

The ModelSamplingLTXV node applies advanced sampling parameters to a model based on token count. It calculates a shift value using a linear interpolation between base and maximum shift values, with the calculation depending on the number of tokens in the input latent. The node then creates a specialized model sampling configuration and applies it to the input model.

## Inputs

| Parameter    | Description                                                                                                                               | Data Type | Required | Range        |
| ------------ | ----------------------------------------------------------------------------------------------------------------------------------------- | --------- | -------- | ------------ |
| `model`      | The input model to apply sampling parameters to                                                                                           | MODEL     | Yes      | -            |
| `max_shift`  | The maximum shift value used in the linear interpolation calculation (default: 2.05)                                                      | FLOAT     | Yes      | 0.0 to 100.0 |
| `base_shift` | The base shift value used in the linear interpolation calculation (default: 0.95)                                                         | FLOAT     | Yes      | 0.0 to 100.0 |
| `latent`     | Optional latent input used to determine the token count for the shift calculation. If not provided, a default token count of 4096 is used | LATENT    | No       | -            |

## Outputs

| Output Name | Description                                             | Data Type |
| ----------- | ------------------------------------------------------- | --------- |
| `model`     | The modified model with the applied sampling parameters | MODEL     |

> 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/ModelSamplingLTXV/en.md)

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