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import gradio as gr
from modules import scripts, sd_models
from modules.infotext_utils import PasteField
from modules.shared import opts
from modules.ui_common import create_refresh_button
from modules.ui_components import InputAccordion
class ScriptRefiner(scripts.ScriptBuiltinUI):
section = "accordions"
create_group = False
ckpts = []
def title(self):
return "Refiner"
def show(self, is_img2img):
return scripts.AlwaysVisible if opts.show_refiner else None
@classmethod
def refresh_checkpoints(cls):
from modules_forge.main_entry import refresh_models
ckpt_list, _ = refresh_models()
cls.ckpts = ["None"] + ckpt_list
def ui(self, is_img2img):
self.refresh_checkpoints()
with InputAccordion(False, label="Refiner", elem_id=self.elem_id("enable")) as enable_refiner:
with gr.Row():
refiner_checkpoint = gr.Dropdown(value="None", label="Checkpoint", info="(use model of same architecture)", elem_id=self.elem_id("checkpoint"), choices=self.ckpts)
create_refresh_button(refiner_checkpoint, self.refresh_checkpoints, lambda: {"choices": self.ckpts}, self.elem_id("checkpoint_refresh"))
refiner_switch_at = gr.Slider(value=0.875, label="Switch at", info="(in sigmas)", minimum=0.1, maximum=1.0, step=0.025, elem_id=self.elem_id("switch_at"), tooltip="Wan 2.2 T2V: 0.875 ; Wan 2.2 I2V: 0.9")
def lookup_checkpoint(title):
info = sd_models.get_closet_checkpoint_match(title)
return None if info is None else info.short_title
self.infotext_fields = [
PasteField(enable_refiner, lambda d: "Refiner" in d),
PasteField(refiner_checkpoint, lambda d: lookup_checkpoint(d.get("Refiner")), api="refiner_checkpoint"),
PasteField(refiner_switch_at, "Refiner switch at", api="refiner_switch_at"),
]
return enable_refiner, refiner_checkpoint, refiner_switch_at
def setup(self, p, enable_refiner, refiner_checkpoint, refiner_switch_at):
# the actual implementation is in sd_samplers_common.py apply_refiner()
if not enable_refiner or refiner_checkpoint in (None, "", "None"):
p.refiner_checkpoint = None
p.refiner_switch_at = None
else:
p.refiner_checkpoint = refiner_checkpoint
p.refiner_switch_at = refiner_switch_at
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