ComfyUI/comfy_extras/nodes_rope.py

48 lines
1.5 KiB
Python

from comfy_api.latest import ComfyExtension, io
from typing_extensions import override
class ScaleROPE(io.ComfyNode):
@classmethod
def define_schema(cls):
return io.Schema(
node_id="ScaleROPE",
category="advanced/model_patches",
description="Scale and shift the ROPE of the model.",
is_experimental=True,
inputs=[
io.Model.Input("model"),
io.Float.Input("scale_x", default=1.0, min=0.0, max=100.0, step=0.1),
io.Float.Input("shift_x", default=0.0, min=-256.0, max=256.0, step=0.1),
io.Float.Input("scale_y", default=1.0, min=0.0, max=100.0, step=0.1),
io.Float.Input("shift_y", default=0.0, min=-256.0, max=256.0, step=0.1),
io.Float.Input("scale_t", default=1.0, min=0.0, max=100.0, step=0.1),
io.Float.Input("shift_t", default=0.0, min=-256.0, max=256.0, step=0.1),
],
outputs=[
io.Model.Output(),
],
)
@classmethod
def execute(cls, model, scale_x, shift_x, scale_y, shift_y, scale_t, shift_t) -> io.NodeOutput:
m = model.clone()
m.set_model_rope_options(scale_x, shift_x, scale_y, shift_y, scale_t, shift_t)
return io.NodeOutput(m)
class RopeExtension(ComfyExtension):
@override
async def get_node_list(self) -> list[type[io.ComfyNode]]:
return [
ScaleROPE
]
async def comfy_entrypoint() -> RopeExtension:
return RopeExtension()