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@ -1,4 +1,5 @@
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import base64
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import base64
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import html
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import io
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import io
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import math
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import math
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import os
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import os
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@ -16,13 +17,23 @@ re_param = re.compile(re_param_code)
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re_imagesize = re.compile(r"^(\d+)x(\d+)$")
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re_imagesize = re.compile(r"^(\d+)x(\d+)$")
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re_hypernet_hash = re.compile("\(([0-9a-f]+)\)$")
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re_hypernet_hash = re.compile("\(([0-9a-f]+)\)$")
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type_of_gr_update = type(gr.update())
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type_of_gr_update = type(gr.update())
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paste_fields = {}
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paste_fields = {}
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bind_list = []
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registered_param_bindings = []
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class ParamBinding:
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def __init__(self, paste_button, tabname, source_text_component=None, source_image_component=None, source_tabname=None, override_settings_component=None):
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self.paste_button = paste_button
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self.tabname = tabname
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self.source_text_component = source_text_component
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self.source_image_component = source_image_component
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self.source_tabname = source_tabname
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self.override_settings_component = override_settings_component
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def reset():
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def reset():
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paste_fields.clear()
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paste_fields.clear()
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bind_list.clear()
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def quote(text):
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def quote(text):
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@ -74,26 +85,6 @@ def add_paste_fields(tabname, init_img, fields):
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modules.ui.img2img_paste_fields = fields
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modules.ui.img2img_paste_fields = fields
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def integrate_settings_paste_fields(component_dict):
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from modules import ui
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settings_map = {
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'CLIP_stop_at_last_layers': 'Clip skip',
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'inpainting_mask_weight': 'Conditional mask weight',
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'sd_model_checkpoint': 'Model hash',
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'eta_noise_seed_delta': 'ENSD',
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'initial_noise_multiplier': 'Noise multiplier',
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}
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settings_paste_fields = [
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(component_dict[k], lambda d, k=k, v=v: ui.apply_setting(k, d.get(v, None)))
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for k, v in settings_map.items()
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]
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for tabname, info in paste_fields.items():
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if info["fields"] is not None:
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info["fields"] += settings_paste_fields
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def create_buttons(tabs_list):
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def create_buttons(tabs_list):
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buttons = {}
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buttons = {}
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for tab in tabs_list:
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for tab in tabs_list:
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@ -101,71 +92,79 @@ def create_buttons(tabs_list):
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return buttons
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return buttons
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#if send_generate_info is a tab name, mean generate_info comes from the params fields of the tab
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def bind_buttons(buttons, send_image, send_generate_info):
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def bind_buttons(buttons, send_image, send_generate_info):
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bind_list.append([buttons, send_image, send_generate_info])
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"""old function for backwards compatibility; do not use this, use register_paste_params_button"""
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for tabname, button in buttons.items():
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source_text_component = send_generate_info if isinstance(send_generate_info, gr.components.Component) else None
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source_tabname = send_generate_info if isinstance(send_generate_info, str) else None
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register_paste_params_button(ParamBinding(paste_button=button, tabname=tabname, source_text_component=source_text_component, source_image_component=send_image, source_tabname=source_tabname))
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def send_image_and_dimensions(x):
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if isinstance(x, Image.Image):
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img = x
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else:
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img = image_from_url_text(x)
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if shared.opts.send_size and isinstance(img, Image.Image):
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def register_paste_params_button(binding: ParamBinding):
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w = img.width
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registered_param_bindings.append(binding)
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h = img.height
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else:
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w = gr.update()
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h = gr.update()
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return img, w, h
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def run_bind():
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def connect_paste_params_buttons():
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for buttons, source_image_component, send_generate_info in bind_list:
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binding: ParamBinding
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for tab in buttons:
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for binding in registered_param_bindings:
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button = buttons[tab]
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destination_image_component = paste_fields[binding.tabname]["init_img"]
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destination_image_component = paste_fields[tab]["init_img"]
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fields = paste_fields[binding.tabname]["fields"]
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fields = paste_fields[tab]["fields"]
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destination_width_component = next(iter([field for field, name in fields if name == "Size-1"] if fields else []), None)
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destination_width_component = next(iter([field for field, name in fields if name == "Size-1"] if fields else []), None)
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destination_height_component = next(iter([field for field, name in fields if name == "Size-2"] if fields else []), None)
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destination_height_component = next(iter([field for field, name in fields if name == "Size-2"] if fields else []), None)
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if source_image_component and destination_image_component:
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if binding.source_image_component and destination_image_component:
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if isinstance(source_image_component, gr.Gallery):
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if isinstance(binding.source_image_component, gr.Gallery):
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func = send_image_and_dimensions if destination_width_component else image_from_url_text
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func = send_image_and_dimensions if destination_width_component else image_from_url_text
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jsfunc = "extract_image_from_gallery"
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jsfunc = "extract_image_from_gallery"
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else:
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else:
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func = send_image_and_dimensions if destination_width_component else lambda x: x
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func = send_image_and_dimensions if destination_width_component else lambda x: x
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jsfunc = None
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jsfunc = None
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button.click(
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binding.paste_button.click(
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fn=func,
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fn=func,
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_js=jsfunc,
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_js=jsfunc,
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inputs=[source_image_component],
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inputs=[binding.source_image_component],
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outputs=[destination_image_component, destination_width_component, destination_height_component] if destination_width_component else [destination_image_component],
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outputs=[destination_image_component, destination_width_component, destination_height_component] if destination_width_component else [destination_image_component],
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)
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)
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if send_generate_info and fields is not None:
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if binding.source_text_component is not None and fields is not None:
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if send_generate_info in paste_fields:
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connect_paste(binding.paste_button, fields, binding.source_text_component, binding.override_settings_component)
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if binding.source_tabname is not None and fields is not None:
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paste_field_names = ['Prompt', 'Negative prompt', 'Steps', 'Face restoration'] + (["Seed"] if shared.opts.send_seed else [])
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paste_field_names = ['Prompt', 'Negative prompt', 'Steps', 'Face restoration'] + (["Seed"] if shared.opts.send_seed else [])
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button.click(
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binding.paste_button.click(
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fn=lambda *x: x,
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fn=lambda *x: x,
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inputs=[field for field, name in paste_fields[send_generate_info]["fields"] if name in paste_field_names],
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inputs=[field for field, name in paste_fields[binding.source_tabname]["fields"] if name in paste_field_names],
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outputs=[field for field, name in fields if name in paste_field_names],
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outputs=[field for field, name in fields if name in paste_field_names],
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)
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)
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else:
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connect_paste(button, fields, send_generate_info)
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button.click(
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binding.paste_button.click(
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fn=None,
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fn=None,
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_js=f"switch_to_{tab}",
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_js=f"switch_to_{binding.tabname}",
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inputs=None,
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inputs=None,
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outputs=None,
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outputs=None,
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)
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)
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def send_image_and_dimensions(x):
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if isinstance(x, Image.Image):
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img = x
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else:
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img = image_from_url_text(x)
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if shared.opts.send_size and isinstance(img, Image.Image):
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w = img.width
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h = img.height
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else:
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w = gr.update()
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h = gr.update()
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return img, w, h
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def find_hypernetwork_key(hypernet_name, hypernet_hash=None):
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def find_hypernetwork_key(hypernet_name, hypernet_hash=None):
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"""Determines the config parameter name to use for the hypernet based on the parameters in the infotext.
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"""Determines the config parameter name to use for the hypernet based on the parameters in the infotext.
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@ -286,7 +285,47 @@ Steps: 20, Sampler: Euler a, CFG scale: 7, Seed: 965400086, Size: 512x512, Model
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return res
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return res
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def connect_paste(button, paste_fields, input_comp, jsfunc=None):
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settings_map = {}
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infotext_to_setting_name_mapping = [
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('Clip skip', 'CLIP_stop_at_last_layers', ),
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('Conditional mask weight', 'inpainting_mask_weight'),
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('Model hash', 'sd_model_checkpoint'),
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('ENSD', 'eta_noise_seed_delta'),
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('Noise multiplier', 'initial_noise_multiplier'),
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]
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def create_override_settings_dict(text_pairs):
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"""creates processing's override_settings parameters from gradio's multiselect
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Example input:
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['Clip skip: 2', 'Model hash: e6e99610c4', 'ENSD: 31337']
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Example output:
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{'CLIP_stop_at_last_layers': 2, 'sd_model_checkpoint': 'e6e99610c4', 'eta_noise_seed_delta': 31337}
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"""
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res = {}
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params = {}
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for pair in text_pairs:
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k, v = pair.split(":", maxsplit=1)
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params[k] = v.strip()
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for param_name, setting_name in infotext_to_setting_name_mapping:
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value = params.get(param_name, None)
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if value is None:
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continue
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res[setting_name] = shared.opts.cast_value(setting_name, value)
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return res
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def connect_paste(button, paste_fields, input_comp, override_settings_component, jsfunc=None):
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def paste_func(prompt):
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def paste_func(prompt):
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if not prompt and not shared.cmd_opts.hide_ui_dir_config:
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if not prompt and not shared.cmd_opts.hide_ui_dir_config:
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filename = os.path.join(data_path, "params.txt")
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filename = os.path.join(data_path, "params.txt")
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@ -323,6 +362,32 @@ def connect_paste(button, paste_fields, input_comp, jsfunc=None):
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return res
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return res
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if override_settings_component is not None:
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def paste_settings(params):
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vals = {}
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for param_name, setting_name in infotext_to_setting_name_mapping:
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v = params.get(param_name, None)
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if v is None:
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continue
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if setting_name == "sd_model_checkpoint" and shared.opts.disable_weights_auto_swap:
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|
continue
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
v = shared.opts.cast_value(setting_name, v)
|
|
|
|
|
|
|
|
current_value = getattr(shared.opts, setting_name, None)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
if v == current_value:
|
|
|
|
|
|
|
|
continue
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
vals[param_name] = v
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
vals_pairs = [f"{k}: {v}" for k, v in vals.items()]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
return gr.Dropdown.update(value=vals_pairs, choices=vals_pairs, visible=len(vals_pairs) > 0)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
paste_fields = paste_fields + [(override_settings_component, paste_settings)]
|
|
|
|
|
|
|
|
|
|
|
|
button.click(
|
|
|
|
button.click(
|
|
|
|
fn=paste_func,
|
|
|
|
fn=paste_func,
|
|
|
|
_js=jsfunc,
|
|
|
|
_js=jsfunc,
|
|
|
|
|