> ## Documentation Index
> Fetch the complete documentation index at: https://docs.comfy.org/llms.txt
> Use this file to discover all available pages before exploring further.

# CLIPAttentionMultiply - ComfyUI Built-in Node Documentation

> The CLIPAttentionMultiply node allows you to adjust the attention mechanism in CLIP models by applying multiplication factors to different components of the self-attention layers.

The CLIPAttentionMultiply node allows you to adjust the attention mechanism in CLIP models by applying multiplication factors to different components of the self-attention layers. It works by modifying the query, key, value, and output projection weights and biases in the CLIP model's attention mechanism. This experimental node creates a modified copy of the input CLIP model with the specified scaling factors applied.

## Inputs

| Parameter | Description | Data Type | Required | Range |
| - | - | - | - | - |
| `clip` | The CLIP model to modify | CLIP | Yes | - |
| `q` | Multiplication factor for query projection weights and biases (default: 1.0) | FLOAT | Yes | 0.0 - 10.0 |
| `k` | Multiplication factor for key projection weights and biases (default: 1.0) | FLOAT | Yes | 0.0 - 10.0 |
| `v` | Multiplication factor for value projection weights and biases (default: 1.0) | FLOAT | Yes | 0.0 - 10.0 |
| `out` | Multiplication factor for output projection weights and biases (default: 1.0) | FLOAT | Yes | 0.0 - 10.0 |

## Outputs

| Output Name | Description | Data Type |
| - | - | - |
| `CLIP` | Returns a modified CLIP model with the specified attention scaling factors applied | CLIP |

> 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/CLIPAttentionMultiply/en.md)

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