> ## Documentation Index
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# 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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