Inputs
| Parameter | Description | Data Type | Required | Range |
|---|---|---|---|---|
model | The model to apply context windows to during sampling. | MODEL | Yes | - |
context_length | The length of the context window (default: 81). | INT | Yes | 1 to 1048576 |
context_overlap | The overlap of the context window (default: 30). | INT | Yes | 0 to 1048576 |
context_schedule | The stride of the context window. | COMBO | Yes | "static_standard""uniform_standard""uniform_looped""batched" |
context_stride | The stride of the context window; only applicable to uniform schedules (default: 1). | INT | Yes | 1 to 1048576 |
closed_loop | Whether to close the context window loop; only applicable to looped schedules (default: False). | BOOLEAN | Yes | - |
fuse_method | The method to use to fuse the context windows (default: “pyramid”). | COMBO | Yes | "pyramid""gaussian""average""overlap" |
freenoise | Whether to apply FreeNoise noise shuffling, improves window blending (default: False). | BOOLEAN | Yes | - |
context_stride parameter only affects uniform schedules, and closed_loop only applies to looped schedules. The context length and overlap values are automatically adjusted to ensure minimum valid values during processing. The fuse_method parameter now includes additional options beyond just “pyramid”.
Outputs
| Output Name | Description | Data Type |
|---|---|---|
model | The model with the applied context window configuration. | MODEL |
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