stable-diffusion-webui/modules/processing_scripts/refiner.py
AUTOMATIC1111 64311faa68 put refiner into main UI, into the new accordions section
add VAE from main model into infotext, not from refiner model
option to make scripts UI without gr.Group
fix inconsistencies with refiner when usings samplers that do more denoising than steps
2023-08-12 12:39:59 +03:00

56 lines
2.4 KiB
Python

import gradio as gr
from modules import scripts, sd_models
from modules.ui_common import create_refresh_button
from modules.ui_components import InputAccordion
class ScriptRefiner(scripts.Script):
section = "accordions"
create_group = False
def __init__(self):
pass
def title(self):
return "Refiner"
def show(self, is_img2img):
return scripts.AlwaysVisible
def ui(self, is_img2img):
with InputAccordion(False, label="Refiner", elem_id=self.elem_id("enable")) as enable_refiner:
with gr.Row():
refiner_checkpoint = gr.Dropdown(label='Checkpoint', elem_id=self.elem_id("checkpoint"), choices=sd_models.checkpoint_tiles(), value='', tooltip="switch to another model in the middle of generation")
create_refresh_button(refiner_checkpoint, sd_models.list_models, lambda: {"choices": sd_models.checkpoint_tiles()}, self.elem_id("checkpoint_refresh"))
refiner_switch_at = gr.Slider(value=0.8, label="Switch at", minimum=0.01, maximum=1.0, step=0.01, elem_id=self.elem_id("switch_at"), tooltip="fraction of sampling steps when the swtch to refiner model should happen; 1=never, 0.5=switch in the middle of generation")
def lookup_checkpoint(title):
info = sd_models.get_closet_checkpoint_match(title)
return None if info is None else info.title
self.infotext_fields = [
(enable_refiner, lambda d: 'Refiner' in d),
(refiner_checkpoint, lambda d: lookup_checkpoint(d.get('Refiner'))),
(refiner_switch_at, 'Refiner switch at'),
]
return enable_refiner, refiner_checkpoint, refiner_switch_at
def before_process(self, p, enable_refiner, refiner_checkpoint, refiner_switch_at):
# the actual implementation is in sd_samplers_common.py, apply_refiner
p.refiner_checkpoint_info = None
p.refiner_switch_at = None
if not enable_refiner or refiner_checkpoint in (None, "", "None"):
return
refiner_checkpoint_info = sd_models.get_closet_checkpoint_match(refiner_checkpoint)
if refiner_checkpoint_info is None:
raise Exception(f'Could not find checkpoint with name {refiner_checkpoint}')
p.refiner_checkpoint_info = refiner_checkpoint_info
p.refiner_switch_at = refiner_switch_at