diff options
26 files changed, 681 insertions, 257 deletions
diff --git a/extensions-builtin/extra-options-section/scripts/extra_options_section.py b/extensions-builtin/extra-options-section/scripts/extra_options_section.py index 983f87ff..a903df62 100644 --- a/extensions-builtin/extra-options-section/scripts/extra_options_section.py +++ b/extensions-builtin/extra-options-section/scripts/extra_options_section.py @@ -64,11 +64,14 @@ class ExtraOptionsSection(scripts.Script): p.override_settings[name] = value
-shared.options_templates.update(shared.options_section(('ui', "User interface"), {
- "extra_options_txt2img": shared.OptionInfo([], "Options in main UI - txt2img", ui_components.DropdownMulti, lambda: {"choices": list(shared.opts.data_labels.keys())}).js("info", "settingsHintsShowQuicksettings").info("setting entries that also appear in txt2img interfaces").needs_reload_ui(),
- "extra_options_img2img": shared.OptionInfo([], "Options in main UI - img2img", ui_components.DropdownMulti, lambda: {"choices": list(shared.opts.data_labels.keys())}).js("info", "settingsHintsShowQuicksettings").info("setting entries that also appear in img2img interfaces").needs_reload_ui(),
- "extra_options_cols": shared.OptionInfo(1, "Options in main UI - number of columns", gr.Number, {"precision": 0}).needs_reload_ui(),
- "extra_options_accordion": shared.OptionInfo(False, "Options in main UI - place into an accordion").needs_reload_ui()
+shared.options_templates.update(shared.options_section(('settings_in_ui', "Settings in UI", "ui"), {
+ "settings_in_ui": shared.OptionHTML("""
+This page allows you to add some settings to the main interface of txt2img and img2img tabs.
+"""),
+ "extra_options_txt2img": shared.OptionInfo([], "Settings for txt2img", ui_components.DropdownMulti, lambda: {"choices": list(shared.opts.data_labels.keys())}).js("info", "settingsHintsShowQuicksettings").info("setting entries that also appear in txt2img interfaces").needs_reload_ui(),
+ "extra_options_img2img": shared.OptionInfo([], "Settings for img2img", ui_components.DropdownMulti, lambda: {"choices": list(shared.opts.data_labels.keys())}).js("info", "settingsHintsShowQuicksettings").info("setting entries that also appear in img2img interfaces").needs_reload_ui(),
+ "extra_options_cols": shared.OptionInfo(1, "Number of columns for added settings", gr.Number, {"precision": 0}).needs_reload_ui(),
+ "extra_options_accordion": shared.OptionInfo(False, "Place added settings into an accordion").needs_reload_ui()
}))
diff --git a/extensions-builtin/hypertile/hypertile.py b/extensions-builtin/hypertile/hypertile.py index feb02fd2..0f40e2d3 100644 --- a/extensions-builtin/hypertile/hypertile.py +++ b/extensions-builtin/hypertile/hypertile.py @@ -6,7 +6,6 @@ Original author: @tfernd Github: https://github.com/tfernd/HyperTile from __future__ import annotations -import functools from dataclasses import dataclass from typing import Callable @@ -189,20 +188,27 @@ DEPTH_LAYERS_XL = { RNG_INSTANCE = random.Random() - -def random_divisor(value: int, min_value: int, /, max_options: int = 1) -> int: +@cache +def get_divisors(value: int, min_value: int, /, max_options: int = 1) -> list[int]: """ - Returns a random divisor of value that + Returns divisors of value that x * min_value <= value - if max_options is 1, the behavior is deterministic + in big -> small order, amount of divisors is limited by max_options """ + max_options = max(1, max_options) # at least 1 option should be returned min_value = min(min_value, value) - - # All big divisors of value (inclusive) divisors = [i for i in range(min_value, value + 1) if value % i == 0] # divisors in small -> big order - ns = [value // i for i in divisors[:max_options]] # has at least 1 element # big -> small order + return ns + +def random_divisor(value: int, min_value: int, /, max_options: int = 1) -> int: + """ + Returns a random divisor of value that + x * min_value <= value + if max_options is 1, the behavior is deterministic + """ + ns = get_divisors(value, min_value, max_options=max_options) # get cached divisors idx = RNG_INSTANCE.randint(0, len(ns) - 1) return ns[idx] @@ -212,7 +218,7 @@ def set_hypertile_seed(seed: int) -> None: RNG_INSTANCE.seed(seed) -@functools.cache +@cache def largest_tile_size_available(width: int, height: int) -> int: """ Calculates the largest tile size available for a given width and height diff --git a/extensions-builtin/hypertile/scripts/hypertile_script.py b/extensions-builtin/hypertile/scripts/hypertile_script.py index 3cc29cd1..d3ab6091 100644 --- a/extensions-builtin/hypertile/scripts/hypertile_script.py +++ b/extensions-builtin/hypertile/scripts/hypertile_script.py @@ -1,5 +1,6 @@ import hypertile
from modules import scripts, script_callbacks, shared
+from scripts.hypertile_xyz import add_axis_options
class ScriptHypertile(scripts.Script):
@@ -17,7 +18,10 @@ class ScriptHypertile(scripts.Script): configure_hypertile(p.width, p.height, enable_unet=shared.opts.hypertile_enable_unet)
def before_hr(self, p, *args):
- configure_hypertile(p.hr_upscale_to_x, p.hr_upscale_to_y, enable_unet=shared.opts.hypertile_enable_unet_secondpass or shared.opts.hypertile_enable_unet)
+ # exclusive hypertile seed for the second pass
+ if not shared.opts.hypertile_enable_unet:
+ hypertile.set_hypertile_seed(p.all_seeds[0])
+ configure_hypertile(p.hr_upscale_to_x, p.hr_upscale_to_y, enable_unet=shared.opts.hypertile_enable_unet_secondpass)
def configure_hypertile(width, height, enable_unet=True):
@@ -57,12 +61,12 @@ def on_ui_settings(): "hypertile_enable_unet_secondpass": shared.OptionInfo(False, "Enable Hypertile U-Net for hires fix second pass"),
"hypertile_max_depth_unet": shared.OptionInfo(3, "Hypertile U-Net max depth", gr.Slider, {"minimum": 0, "maximum": 3, "step": 1}),
"hypertile_max_tile_unet": shared.OptionInfo(256, "Hypertile U-net max tile size", gr.Slider, {"minimum": 0, "maximum": 512, "step": 16}),
- "hypertile_swap_size_unet": shared.OptionInfo(3, "Hypertile U-net swap size", gr.Slider, {"minimum": 0, "maximum": 6, "step": 1}),
+ "hypertile_swap_size_unet": shared.OptionInfo(3, "Hypertile U-net swap size", gr.Slider, {"minimum": 0, "maximum": 64, "step": 1}),
"hypertile_enable_vae": shared.OptionInfo(False, "Enable Hypertile VAE").info("minimal change in the generated picture"),
"hypertile_max_depth_vae": shared.OptionInfo(3, "Hypertile VAE max depth", gr.Slider, {"minimum": 0, "maximum": 3, "step": 1}),
"hypertile_max_tile_vae": shared.OptionInfo(128, "Hypertile VAE max tile size", gr.Slider, {"minimum": 0, "maximum": 512, "step": 16}),
- "hypertile_swap_size_vae": shared.OptionInfo(3, "Hypertile VAE swap size ", gr.Slider, {"minimum": 0, "maximum": 6, "step": 1}),
+ "hypertile_swap_size_vae": shared.OptionInfo(3, "Hypertile VAE swap size ", gr.Slider, {"minimum": 0, "maximum": 64, "step": 1}),
}
for name, opt in options.items():
@@ -71,3 +75,4 @@ def on_ui_settings(): script_callbacks.on_ui_settings(on_ui_settings)
+script_callbacks.on_before_ui(add_axis_options)
diff --git a/extensions-builtin/hypertile/scripts/hypertile_xyz.py b/extensions-builtin/hypertile/scripts/hypertile_xyz.py new file mode 100644 index 00000000..9e96ae3c --- /dev/null +++ b/extensions-builtin/hypertile/scripts/hypertile_xyz.py @@ -0,0 +1,51 @@ +from modules import scripts +from modules.shared import opts + +xyz_grid = [x for x in scripts.scripts_data if x.script_class.__module__ == "xyz_grid.py"][0].module + +def int_applier(value_name:str, min_range:int = -1, max_range:int = -1): + """ + Returns a function that applies the given value to the given value_name in opts.data. + """ + def validate(value_name:str, value:str): + value = int(value) + # validate value + if not min_range == -1: + assert value >= min_range, f"Value {value} for {value_name} must be greater than or equal to {min_range}" + if not max_range == -1: + assert value <= max_range, f"Value {value} for {value_name} must be less than or equal to {max_range}" + def apply_int(p, x, xs): + validate(value_name, x) + opts.data[value_name] = int(x) + return apply_int + +def bool_applier(value_name:str): + """ + Returns a function that applies the given value to the given value_name in opts.data. + """ + def validate(value_name:str, value:str): + assert value.lower() in ["true", "false"], f"Value {value} for {value_name} must be either true or false" + def apply_bool(p, x, xs): + validate(value_name, x) + value_boolean = x.lower() == "true" + opts.data[value_name] = value_boolean + return apply_bool + +def add_axis_options(): + extra_axis_options = [ + xyz_grid.AxisOption("[Hypertile] Unet First pass Enabled", str, bool_applier("hypertile_enable_unet"), choices=xyz_grid.boolean_choice(reverse=True)), + xyz_grid.AxisOption("[Hypertile] Unet Second pass Enabled", str, bool_applier("hypertile_enable_unet_secondpass"), choices=xyz_grid.boolean_choice(reverse=True)), + xyz_grid.AxisOption("[Hypertile] Unet Max Depth", int, int_applier("hypertile_max_depth_unet", 0, 3), choices=lambda: [str(x) for x in range(4)]), + xyz_grid.AxisOption("[Hypertile] Unet Max Tile Size", int, int_applier("hypertile_max_tile_unet", 0, 512)), + xyz_grid.AxisOption("[Hypertile] Unet Swap Size", int, int_applier("hypertile_swap_size_unet", 0, 64)), + xyz_grid.AxisOption("[Hypertile] VAE Enabled", str, bool_applier("hypertile_enable_vae"), choices=xyz_grid.boolean_choice(reverse=True)), + xyz_grid.AxisOption("[Hypertile] VAE Max Depth", int, int_applier("hypertile_max_depth_vae", 0, 3), choices=lambda: [str(x) for x in range(4)]), + xyz_grid.AxisOption("[Hypertile] VAE Max Tile Size", int, int_applier("hypertile_max_tile_vae", 0, 512)), + xyz_grid.AxisOption("[Hypertile] VAE Swap Size", int, int_applier("hypertile_swap_size_vae", 0, 64)), + ] + set_a = {opt.label for opt in xyz_grid.axis_options} + set_b = {opt.label for opt in extra_axis_options} + if set_a.intersection(set_b): + return + + xyz_grid.axis_options.extend(extra_axis_options) diff --git a/javascript/extraNetworks.js b/javascript/extraNetworks.js index a1bf29a8..98a7abb7 100644 --- a/javascript/extraNetworks.js +++ b/javascript/extraNetworks.js @@ -130,6 +130,10 @@ function extraNetworksMovePromptToTab(tabname, id, showPrompt, showNegativePromp } else { promptContainer.insertBefore(prompt, promptContainer.firstChild); } + + if (elem) { + elem.classList.toggle('extra-page-prompts-active', showNegativePrompt || showPrompt); + } } @@ -388,3 +392,9 @@ function extraNetworksRefreshSingleCard(page, tabname, name) { } }); } + +window.addEventListener("keydown", function(event) { + if (event.key == "Escape") { + closePopup(); + } +}); diff --git a/javascript/settings.js b/javascript/settings.js index 4e79ec00..e6009290 100644 --- a/javascript/settings.js +++ b/javascript/settings.js @@ -44,3 +44,28 @@ onUiLoaded(function() { buttonShowAllPages.addEventListener("click", settingsShowAllTabs); }); + + +onOptionsChanged(function() { + if (gradioApp().querySelector('#settings .settings-category')) return; + + var sectionMap = {}; + gradioApp().querySelectorAll('#settings > div > button').forEach(function(x) { + sectionMap[x.textContent.trim()] = x; + }); + + opts._categories.forEach(function(x) { + var section = x[0]; + var category = x[1]; + + var span = document.createElement('SPAN'); + span.textContent = category; + span.className = 'settings-category'; + + var sectionElem = sectionMap[section]; + if (!sectionElem) return; + + sectionElem.parentElement.insertBefore(span, sectionElem); + }); +}); + diff --git a/modules/cache.py b/modules/cache.py index ff26a213..2d37e7b9 100644 --- a/modules/cache.py +++ b/modules/cache.py @@ -32,7 +32,7 @@ def dump_cache(): with cache_lock:
cache_filename_tmp = cache_filename + "-"
with open(cache_filename_tmp, "w", encoding="utf8") as file:
- json.dump(cache_data, file, indent=4)
+ json.dump(cache_data, file, indent=4, ensure_ascii=False)
os.replace(cache_filename_tmp, cache_filename)
diff --git a/modules/devices.py b/modules/devices.py index c19a7f40..04669b46 100644 --- a/modules/devices.py +++ b/modules/devices.py @@ -55,7 +55,7 @@ def get_optimal_device(): def get_device_for(task): - if task in shared.cmd_opts.use_cpu: + if task in shared.cmd_opts.use_cpu or "all" in shared.cmd_opts.use_cpu: return cpu return get_optimal_device() diff --git a/modules/generation_parameters_copypaste.py b/modules/generation_parameters_copypaste.py index 0a606515..4efe53e0 100644 --- a/modules/generation_parameters_copypaste.py +++ b/modules/generation_parameters_copypaste.py @@ -1,3 +1,4 @@ +from __future__ import annotations
import base64
import io
import json
@@ -15,9 +16,6 @@ re_imagesize = re.compile(r"^(\d+)x(\d+)$") re_hypernet_hash = re.compile("\(([0-9a-f]+)\)$")
type_of_gr_update = type(gr.update())
-paste_fields = {}
-registered_param_bindings = []
-
class ParamBinding:
def __init__(self, paste_button, tabname, source_text_component=None, source_image_component=None, source_tabname=None, override_settings_component=None, paste_field_names=None):
@@ -30,6 +28,10 @@ class ParamBinding: self.paste_field_names = paste_field_names or []
+paste_fields: dict[str, dict] = {}
+registered_param_bindings: list[ParamBinding] = []
+
+
def reset():
paste_fields.clear()
registered_param_bindings.clear()
@@ -113,7 +115,6 @@ def register_paste_params_button(binding: ParamBinding): def connect_paste_params_buttons():
- binding: ParamBinding
for binding in registered_param_bindings:
destination_image_component = paste_fields[binding.tabname]["init_img"]
fields = paste_fields[binding.tabname]["fields"]
@@ -313,6 +314,9 @@ Steps: 20, Sampler: Euler a, CFG scale: 7, Seed: 965400086, Size: 512x512, Model if "VAE Decoder" not in res:
res["VAE Decoder"] = "Full"
+ skip = set(shared.opts.infotext_skip_pasting)
+ res = {k: v for k, v in res.items() if k not in skip}
+
return res
@@ -443,3 +447,4 @@ def connect_paste(button, paste_fields, input_comp, override_settings_component, outputs=[],
show_progress=False,
)
+
diff --git a/modules/gradio_extensons.py b/modules/gradio_extensons.py index e6b6835a..7d88dc98 100644 --- a/modules/gradio_extensons.py +++ b/modules/gradio_extensons.py @@ -47,10 +47,20 @@ def Block_get_config(self): def BlockContext_init(self, *args, **kwargs):
+ if scripts.scripts_current is not None:
+ scripts.scripts_current.before_component(self, **kwargs)
+
+ scripts.script_callbacks.before_component_callback(self, **kwargs)
+
res = original_BlockContext_init(self, *args, **kwargs)
add_classes_to_gradio_component(self)
+ scripts.script_callbacks.after_component_callback(self, **kwargs)
+
+ if scripts.scripts_current is not None:
+ scripts.scripts_current.after_component(self, **kwargs)
+
return res
diff --git a/modules/mac_specific.py b/modules/mac_specific.py index 89256c5b..d96d86d7 100644 --- a/modules/mac_specific.py +++ b/modules/mac_specific.py @@ -1,6 +1,7 @@ import logging import torch +from torch import Tensor import platform from modules.sd_hijack_utils import CondFunc from packaging import version @@ -51,6 +52,17 @@ def cumsum_fix(input, cumsum_func, *args, **kwargs): return cumsum_func(input, *args, **kwargs) +# MPS workaround for https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/14046 +def interpolate_with_fp32_fallback(orig_func, *args, **kwargs) -> Tensor: + try: + return orig_func(*args, **kwargs) + except RuntimeError as e: + if "not implemented for" in str(e) and "Half" in str(e): + input_tensor = args[0] + return orig_func(input_tensor.to(torch.float32), *args[1:], **kwargs).to(input_tensor.dtype) + else: + print(f"An unexpected RuntimeError occurred: {str(e)}") + if has_mps: if platform.mac_ver()[0].startswith("13.2."): # MPS workaround for https://github.com/pytorch/pytorch/issues/95188, thanks to danieldk (https://github.com/explosion/curated-transformers/pull/124) @@ -77,6 +89,9 @@ if has_mps: # MPS workaround for https://github.com/pytorch/pytorch/issues/96113 CondFunc('torch.nn.functional.layer_norm', lambda orig_func, x, normalized_shape, weight, bias, eps, **kwargs: orig_func(x.float(), normalized_shape, weight.float() if weight is not None else None, bias.float() if bias is not None else bias, eps).to(x.dtype), lambda _, input, *args, **kwargs: len(args) == 4 and input.device.type == 'mps') + # MPS workaround for https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/14046 + CondFunc('torch.nn.functional.interpolate', interpolate_with_fp32_fallback, None) + # MPS workaround for https://github.com/pytorch/pytorch/issues/92311 if platform.processor() == 'i386': for funcName in ['torch.argmax', 'torch.Tensor.argmax']: diff --git a/modules/options.py b/modules/options.py index 7703d80e..4fead690 100644 --- a/modules/options.py +++ b/modules/options.py @@ -1,5 +1,6 @@ import json
import sys
+from dataclasses import dataclass
import gradio as gr
@@ -8,13 +9,14 @@ from modules.shared_cmd_options import cmd_opts class OptionInfo:
- def __init__(self, default=None, label="", component=None, component_args=None, onchange=None, section=None, refresh=None, comment_before='', comment_after='', infotext=None, restrict_api=False):
+ def __init__(self, default=None, label="", component=None, component_args=None, onchange=None, section=None, refresh=None, comment_before='', comment_after='', infotext=None, restrict_api=False, category_id=None):
self.default = default
self.label = label
self.component = component
self.component_args = component_args
self.onchange = onchange
self.section = section
+ self.category_id = category_id
self.refresh = refresh
self.do_not_save = False
@@ -63,7 +65,11 @@ class OptionHTML(OptionInfo): def options_section(section_identifier, options_dict):
for v in options_dict.values():
- v.section = section_identifier
+ if len(section_identifier) == 2:
+ v.section = section_identifier
+ elif len(section_identifier) == 3:
+ v.section = section_identifier[0:2]
+ v.category_id = section_identifier[2]
return options_dict
@@ -158,7 +164,7 @@ class Options: assert not cmd_opts.freeze_settings, "saving settings is disabled"
with open(filename, "w", encoding="utf8") as file:
- json.dump(self.data, file, indent=4)
+ json.dump(self.data, file, indent=4, ensure_ascii=False)
def same_type(self, x, y):
if x is None or y is None:
@@ -206,6 +212,17 @@ class Options: d = {k: self.data.get(k, v.default) for k, v in self.data_labels.items()}
d["_comments_before"] = {k: v.comment_before for k, v in self.data_labels.items() if v.comment_before is not None}
d["_comments_after"] = {k: v.comment_after for k, v in self.data_labels.items() if v.comment_after is not None}
+
+ item_categories = {}
+ for item in self.data_labels.values():
+ category = categories.mapping.get(item.category_id)
+ category = "Uncategorized" if category is None else category.label
+ if category not in item_categories:
+ item_categories[category] = item.section[1]
+
+ # _categories is a list of pairs: [section, category]. Each section (a setting page) will get a special heading above it with the category as text.
+ d["_categories"] = [[v, k] for k, v in item_categories.items()] + [["Defaults", "Other"]]
+
return json.dumps(d)
def add_option(self, key, info):
@@ -214,15 +231,40 @@ class Options: self.data[key] = info.default
def reorder(self):
- """reorder settings so that all items related to section always go together"""
+ """Reorder settings so that:
+ - all items related to section always go together
+ - all sections belonging to a category go together
+ - sections inside a category are ordered alphabetically
+ - categories are ordered by creation order
+
+ Category is a superset of sections: for category "postprocessing" there could be multiple sections: "face restoration", "upscaling".
+
+ This function also changes items' category_id so that all items belonging to a section have the same category_id.
+ """
+
+ category_ids = {}
+ section_categories = {}
- section_ids = {}
settings_items = self.data_labels.items()
for _, item in settings_items:
- if item.section not in section_ids:
- section_ids[item.section] = len(section_ids)
+ if item.section not in section_categories:
+ section_categories[item.section] = item.category_id
+
+ for _, item in settings_items:
+ item.category_id = section_categories.get(item.section)
+
+ for category_id in categories.mapping:
+ if category_id not in category_ids:
+ category_ids[category_id] = len(category_ids)
- self.data_labels = dict(sorted(settings_items, key=lambda x: section_ids[x[1].section]))
+ def sort_key(x):
+ item: OptionInfo = x[1]
+ category_order = category_ids.get(item.category_id, len(category_ids))
+ section_order = item.section[1]
+
+ return category_order, section_order
+
+ self.data_labels = dict(sorted(settings_items, key=sort_key))
def cast_value(self, key, value):
"""casts an arbitrary to the same type as this setting's value with key
@@ -245,3 +287,22 @@ class Options: value = expected_type(value)
return value
+
+
+@dataclass
+class OptionsCategory:
+ id: str
+ label: str
+
+class OptionsCategories:
+ def __init__(self):
+ self.mapping = {}
+
+ def register_category(self, category_id, label):
+ if category_id in self.mapping:
+ return category_id
+
+ self.mapping[category_id] = OptionsCategory(category_id, label)
+
+
+categories = OptionsCategories()
diff --git a/modules/processing.py b/modules/processing.py index ac58ef86..5ab6ddde 100644 --- a/modules/processing.py +++ b/modules/processing.py @@ -679,8 +679,8 @@ def create_infotext(p, all_prompts, all_seeds, all_subseeds, comments=None, iter "Size": f"{p.width}x{p.height}",
"Model hash": p.sd_model_hash if opts.add_model_hash_to_info else None,
"Model": p.sd_model_name if opts.add_model_name_to_info else None,
- "VAE hash": p.sd_vae_hash if opts.add_model_hash_to_info else None,
- "VAE": p.sd_vae_name if opts.add_model_name_to_info else None,
+ "VAE hash": p.sd_vae_hash if opts.add_vae_hash_to_info else None,
+ "VAE": p.sd_vae_name if opts.add_vae_name_to_info else None,
"Variation seed": (None if p.subseed_strength == 0 else (p.all_subseeds[0] if use_main_prompt else all_subseeds[index])),
"Variation seed strength": (None if p.subseed_strength == 0 else p.subseed_strength),
"Seed resize from": (None if p.seed_resize_from_w <= 0 or p.seed_resize_from_h <= 0 else f"{p.seed_resize_from_w}x{p.seed_resize_from_h}"),
diff --git a/modules/scripts.py b/modules/scripts.py index b0689a23..7f9454eb 100644 --- a/modules/scripts.py +++ b/modules/scripts.py @@ -560,17 +560,25 @@ class ScriptRunner: on_after.clear()
def create_script_ui(self, script):
- import modules.api.models as api_models
script.args_from = len(self.inputs)
script.args_to = len(self.inputs)
+ try:
+ self.create_script_ui_inner(script)
+ except Exception:
+ errors.report(f"Error creating UI for {script.name}: ", exc_info=True)
+
+ def create_script_ui_inner(self, script):
+ import modules.api.models as api_models
+
controls = wrap_call(script.ui, script.filename, "ui", script.is_img2img)
if controls is None:
return
script.name = wrap_call(script.title, script.filename, "title", default=script.filename).lower()
+
api_args = []
for control in controls:
diff --git a/modules/sd_hijack.py b/modules/sd_hijack.py index 0157e19f..3d340fc9 100644 --- a/modules/sd_hijack.py +++ b/modules/sd_hijack.py @@ -38,9 +38,6 @@ ldm.models.diffusion.ddpm.print = shared.ldm_print optimizers = []
current_optimizer: sd_hijack_optimizations.SdOptimization = None
-ldm_original_forward = patches.patch(__file__, ldm.modules.diffusionmodules.openaimodel.UNetModel, "forward", sd_unet.UNetModel_forward)
-sgm_original_forward = patches.patch(__file__, sgm.modules.diffusionmodules.openaimodel.UNetModel, "forward", sd_unet.UNetModel_forward)
-
def list_optimizers():
new_optimizers = script_callbacks.list_optimizers_callback()
@@ -258,6 +255,9 @@ class StableDiffusionModelHijack: import modules.models.diffusion.ddpm_edit
+ ldm_original_forward = patches.patch(__file__, ldm.modules.diffusionmodules.openaimodel.UNetModel, "forward", sd_unet.UNetModel_forward)
+ sgm_original_forward = patches.patch(__file__, sgm.modules.diffusionmodules.openaimodel.UNetModel, "forward", sd_unet.UNetModel_forward)
+
if isinstance(m, ldm.models.diffusion.ddpm.LatentDiffusion):
sd_unet.original_forward = ldm_original_forward
elif isinstance(m, modules.models.diffusion.ddpm_edit.LatentDiffusion):
@@ -303,6 +303,9 @@ class StableDiffusionModelHijack: self.layers = None
self.clip = None
+ patches.undo(__file__, ldm.modules.diffusionmodules.openaimodel.UNetModel, "forward")
+ patches.undo(__file__, sgm.modules.diffusionmodules.openaimodel.UNetModel, "forward")
+
sd_unet.original_forward = None
diff --git a/modules/sd_models.py b/modules/sd_models.py index 90437c87..4b8a9ae6 100644 --- a/modules/sd_models.py +++ b/modules/sd_models.py @@ -230,15 +230,19 @@ def select_checkpoint(): return checkpoint_info
-checkpoint_dict_replacements = {
+checkpoint_dict_replacements_sd1 = {
'cond_stage_model.transformer.embeddings.': 'cond_stage_model.transformer.text_model.embeddings.',
'cond_stage_model.transformer.encoder.': 'cond_stage_model.transformer.text_model.encoder.',
'cond_stage_model.transformer.final_layer_norm.': 'cond_stage_model.transformer.text_model.final_layer_norm.',
}
+checkpoint_dict_replacements_sd2_turbo = { # Converts SD 2.1 Turbo from SGM to LDM format.
+ 'conditioner.embedders.0.': 'cond_stage_model.',
+}
+
-def transform_checkpoint_dict_key(k):
- for text, replacement in checkpoint_dict_replacements.items():
+def transform_checkpoint_dict_key(k, replacements):
+ for text, replacement in replacements.items():
if k.startswith(text):
k = replacement + k[len(text):]
@@ -249,9 +253,14 @@ def get_state_dict_from_checkpoint(pl_sd): pl_sd = pl_sd.pop("state_dict", pl_sd)
pl_sd.pop("state_dict", None)
+ is_sd2_turbo = 'conditioner.embedders.0.model.ln_final.weight' in pl_sd and pl_sd['conditioner.embedders.0.model.ln_final.weight'].size()[0] == 1024
+
sd = {}
for k, v in pl_sd.items():
- new_key = transform_checkpoint_dict_key(k)
+ if is_sd2_turbo:
+ new_key = transform_checkpoint_dict_key(k, checkpoint_dict_replacements_sd2_turbo)
+ else:
+ new_key = transform_checkpoint_dict_key(k, checkpoint_dict_replacements_sd1)
if new_key is not None:
sd[new_key] = v
diff --git a/modules/shared_items.py b/modules/shared_items.py index 5024b426..991971ad 100644 --- a/modules/shared_items.py +++ b/modules/shared_items.py @@ -66,6 +66,22 @@ def reload_hypernetworks(): shared.hypernetworks = hypernetwork.list_hypernetworks(cmd_opts.hypernetwork_dir)
+def get_infotext_names():
+ from modules import generation_parameters_copypaste, shared
+ res = {}
+
+ for info in shared.opts.data_labels.values():
+ if info.infotext:
+ res[info.infotext] = 1
+
+ for tab_data in generation_parameters_copypaste.paste_fields.values():
+ for _, name in tab_data.get("fields") or []:
+ if isinstance(name, str):
+ res[name] = 1
+
+ return list(res)
+
+
ui_reorder_categories_builtin_items = [
"prompt",
"image",
diff --git a/modules/shared_options.py b/modules/shared_options.py index 73fff3e7..f563223d 100644 --- a/ |