Context Windows (Manual)

contextExperimental

ContextWindowsManual

Manually set context windows.

Experimental: This node is experimental and its behavior may change without notice.

Example

JSON Example

{
  "class_type": "ContextWindowsManual",
  "inputs": {
    "model": [
      "node_id",
      0
    ],
    "context_length": 16,
    "context_overlap": 4,
    "context_schedule": null,
    "context_stride": 1,
    "closed_loop": false,
    "fuse_method": "pyramid",
    "dim": 0,
    "freenoise": false
  }
}

This example shows required inputs only. Connection values like ["node_id", 0] should reference actual node IDs from your workflow.

Inputs

Name	Type	Status	Constraints	Default
model?	MODEL	required	-	-
context_length?	INT	required	min: 1	16
context_overlap?	INT	required	min: 0	4
context_schedule?	COMBO	required	-	-
context_stride?	INT	required	min: 1	1
closed_loop?	BOOLEAN	required	-	false
fuse_method?	COMBO	required	-	"pyramid"
dim?	INT	required	min: 0, max: 5	0
freenoise?	BOOLEAN	required	-	false

Outputs

Index	Name	Type	Is List	Connection Reference
0	MODEL	MODEL	No	["{node_id}", 0]

How to connect to these outputs

To connect another node's input to an output from this node, use the connection reference format:

["node_id", output_index]

Where node_id is the ID of this ContextWindowsManual node in your workflow, and output_index is the index from the table above.

Example

If this node has ID "5" in your workflow:

• MODEL (MODEL): ["5", 0]

Package: comfyui-extras