mirror of
https://github.com/lllyasviel/stable-diffusion-webui-forge.git
synced 2026-07-21 21:01:24 +08:00
557 lines
45 KiB
Python
557 lines
45 KiB
Python
import os
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import gradio as gr
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from backend.text_processing import emphasis as sd_emphasis
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from modules import localization, shared, shared_gradio_themes, shared_items, ui_components, util
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from modules.options import OptionDiv, OptionHTML, OptionInfo, categories, options_section
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from modules.paths_internal import data_path, default_output_dir
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from modules.shared_cmd_options import cmd_opts
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from modules_forge import presets as forge_presets
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from modules_forge import shared_options as forge_shared_options
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options_templates = {}
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hide_dirs = shared.hide_dirs
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restricted_opts = {
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"clean_temp_dir_at_start",
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"directories_filename_pattern",
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"outdir_extras_samples",
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"outdir_grids",
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"outdir_img2img_samples",
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"outdir_init_images",
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"outdir_samples",
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"outdir_save",
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"outdir_txt2img_grids",
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"outdir_txt2img_samples",
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"samples_filename_pattern",
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"temp_dir",
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}
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categories.register_category("saving", "Saving")
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categories.register_category("sd", "Stable Diffusion")
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categories.register_category("ui", "User Interface")
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categories.register_category("presets", "Presets")
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categories.register_category("system", "System")
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categories.register_category("postprocessing", "Postprocessing")
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categories.register_category("svdq", "Nunchaku")
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options_templates.update(
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options_section(
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("saving-images", "Saving Images/Grids", "saving"),
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{
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"samples_save": OptionInfo(True, "Automatically save every generated image").info('if disabled, images will needed to be manually saved via the "Save Image" button'),
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"samples_format": OptionInfo("png", "Image Format", gr.Dropdown, {"choices": ("jpg", "jpeg", "png", "webp", "avif", "heif")}).info('"webp" is recommended if supported'),
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"samples_filename_pattern": OptionInfo("", "Filename pattern for saving images", component_args=hide_dirs).link("wiki", "https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Images-Filename-Name-and-Subdirectory"),
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"save_images_add_number": OptionInfo(True, "Append an ascending number to the filename", component_args=hide_dirs),
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"save_images_replace_action": OptionInfo("Override", "Behavior when saving image to an existing filename", gr.Radio, {"choices": ("Override", "Number Suffix"), **hide_dirs}),
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"grid_save": OptionInfo(True, "Automatically save every generated image grid").info("<b>e.g.</b> for <b>X/Y/Z Plot</b>"),
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"grid_format": OptionInfo("jpg", "Image Format for Grids", gr.Dropdown, {"choices": ("jpg", "jpeg", "png", "webp", "avif", "heif")}),
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"grid_extended_filename": OptionInfo(False, "Append extended info (seed, prompt, etc.) to the filename when saving grids"),
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"grid_only_if_multiple": OptionInfo(True, "Do not save grids that contain only one image"),
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"grid_prevent_empty_spots": OptionInfo(True, "Prevent empty gaps within a grid"),
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"grid_zip_filename_pattern": OptionInfo("", "Filename pattern for saving .zip archives", component_args=hide_dirs).link("wiki", "https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Images-Filename-Name-and-Subdirectory"),
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"n_rows": OptionInfo(-1, "Grid Row Count", gr.Slider, {"minimum": -1, "maximum": 16, "step": 1}).info("-1 for autodetect; 0 for the same as batch size"),
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"grid_text_active_color": OptionInfo("#000000", "Text Color for image grids", ui_components.FormColorPicker, {}),
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"grid_text_inactive_color": OptionInfo("#999999", "Inactive Text Color for image grids", ui_components.FormColorPicker, {}),
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"grid_background_color": OptionInfo("#ffffff", "Background Color for image grids", ui_components.FormColorPicker, {}),
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"save_init_img": OptionInfo(False, "Save a copy of the init image before img2img"),
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"save_images_before_face_restoration": OptionInfo(False, "Save a copy of the image before face restoration"),
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"save_images_before_highres_fix": OptionInfo(False, "Save a copy of the image before Hires. fix"),
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"save_images_before_color_correction": OptionInfo(False, "Save a copy of the image before color correction"),
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"save_mask": OptionInfo(False, "For inpainting, save a copy of the greyscale mask"),
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"save_mask_composite": OptionInfo(False, "For inpainting, save the masked composite"),
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"jpeg_quality": OptionInfo(85, "JPEG Quality", gr.Slider, {"minimum": 1, "maximum": 100, "step": 1}),
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"webp_lossless": OptionInfo(False, "Lossless WebP"),
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"export_for_4chan": OptionInfo(True, "Save copies of large images as JPG").info("if the following limits are met"),
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"img_downscale_threshold": OptionInfo(4.0, "File Size limit for the above option", gr.Number).info("in MB"),
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"target_side_length": OptionInfo(4096, "Width/Height limit for the above option", gr.Number).info("in pixels"),
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"img_max_size_mp": OptionInfo(100, "Maximum Grid Size", gr.Number).info("in megapixels; only affect <b>X/Y/Z Plot</b>"),
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"use_original_name_batch": OptionInfo(True, "During batch process in Extras tab, use the input filename for output filename"),
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"save_selected_only": OptionInfo(True, 'When using the "Save" button, only save the selected image'),
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"save_write_log_csv": OptionInfo(True, 'Write the generation parameters to a log.csv when saving images using the "Save" button'),
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"temp_dir": OptionInfo(util.truncate_path(os.path.join(data_path, "tmp")), "Directory for temporary images; leave empty to use the system TEMP folder").info("only used for intermediate/interrupted images"),
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"clean_temp_dir_at_start": OptionInfo(True, "Clean up the temporary directory above when starting webui").info("only when the directory is not the system TEMP"),
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"save_incomplete_images": OptionInfo(False, "Save Interrupted Images"),
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"notification_audio": OptionInfo(True, "Play a notification sound after image generation").info('a "notification.mp3" file is required in the root directory').needs_reload_ui(),
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"notification_volume": OptionInfo(100, "Notification Volume", gr.Slider, {"minimum": 0, "maximum": 100, "step": 1}),
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},
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)
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)
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options_templates.update(
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options_section(
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("saving-videos", "Saving Videos", "saving"),
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{
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"video_save_frames": OptionInfo(False, "Save intermediate frames when generating video"),
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"video_player_auto": OptionInfo(True, "Play the generated video when done"),
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"video_player_loop": OptionInfo(False, "Make the video player loop the playback"),
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"video_explanation": OptionHTML(
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"""
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Parameters for encoding videos in <b>H.264</b> using <b>FFmpeg</b><br>
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Refer to the <a href="https://trac.ffmpeg.org/wiki/Encode/H.264">Wiki</a> for what these parameters mean
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"""
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),
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"video_crf": OptionInfo(16, "CRF", gr.Slider, {"minimum": 0, "maximum": 51, "step": 1}),
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"video_preset": OptionInfo("fast", "Preset", gr.Dropdown, {"choices": ("ultrafast", "superfast", "veryfast", "faster", "fast", "medium", "slow", "slower", "veryslow")}),
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"video_profile": OptionInfo("main", "Profile", gr.Dropdown, {"choices": ("baseline", "main", "high")}),
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"video_container": OptionInfo("mp4", "Extension", gr.Radio, {"choices": ("mp4", "mkv")}),
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},
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)
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)
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options_templates.update(
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options_section(
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("saving-paths", "Paths for Saving", "saving"),
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{
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"outdir_samples": OptionInfo("", "Output Directory", component_args=hide_dirs).info("if empty, default to the <b>four</b> folders below"),
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"outdir_txt2img_samples": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "txt2img-images")), "Output Directory for txt2img Images", component_args=hide_dirs),
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"outdir_img2img_samples": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "img2img-images")), "Output Directory for img2img Images", component_args=hide_dirs),
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"outdir_extras_samples": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "extras-images")), "Output Directory for Extras Images", component_args=hide_dirs),
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"outdir_videos": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "videos")), "Output Directory for Videos", component_args=hide_dirs),
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"div00": OptionDiv(),
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"outdir_grids": OptionInfo("", "Output Directory for Grids", component_args=hide_dirs).info("if empty, default to the <b>two</b> folders below"),
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"outdir_txt2img_grids": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "txt2img-grids")), "Output Directory for txt2img Grids", component_args=hide_dirs),
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"outdir_img2img_grids": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "img2img-grids")), "Output Directory for img2img Grids", component_args=hide_dirs),
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"div01": OptionDiv(),
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"outdir_save": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "images")), 'Directory for manually saving images via the "Save" button', component_args=hide_dirs),
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"outdir_init_images": OptionInfo(util.truncate_path(os.path.join(default_output_dir, "init-images")), "Directory for saving img2img init images if enabled", component_args=hide_dirs),
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},
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)
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)
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options_templates.update(
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options_section(
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("saving-to-dirs", "Saving to Subdirectory", "saving"),
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{
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"save_to_dirs": OptionInfo(True, "Save Images to Subdirectory"),
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"grid_save_to_dirs": OptionInfo(True, "Save Grids to Subdirectory"),
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"use_save_to_dirs_for_ui": OptionInfo(False, 'Save to subdirectory when manually saving images via the "Save" button'),
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"directories_filename_pattern": OptionInfo("[date]", "Folder name pattern for subdirectories", component_args=hide_dirs).link("wiki", "https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Custom-Images-Filename-Name-and-Subdirectory"),
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"directories_max_prompt_words": OptionInfo(8, "Max length of prompts for the [prompt_words] pattern", gr.Slider, {"minimum": 1, "maximum": 32, "step": 1, **hide_dirs}),
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},
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)
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)
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options_templates.update(
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options_section(
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("upscaling", "Upscaling", "postprocessing"),
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{
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"ESRGAN_tile": OptionInfo(256, "Tile Size for Upscalers", gr.Slider, {"minimum": 0, "maximum": 512, "step": 16}).info("0 = no tiling"),
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"ESRGAN_tile_overlap": OptionInfo(16, "Tile Overlap for Upscalers", gr.Slider, {"minimum": 0, "maximum": 64, "step": 4}).info("low values = visible seam"),
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"composite_tiles_on_gpu": OptionInfo(False, "Composite the Tiles on GPU").info("improve performance and resource utilization"),
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"upscaler_for_img2img": OptionInfo("None", "Upscaler for img2img", gr.Dropdown, lambda: {"choices": [x.name for x in shared.sd_upscalers]}).info("for resizing the input image if the image resolution is smaller than the generation resolution"),
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"upscaling_max_images_in_cache": OptionInfo(4, "Number of upscaled images to cache", gr.Slider, {"minimum": 0, "maximum": 8, "step": 1}),
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"set_scale_by_when_changing_upscaler": OptionInfo(True, 'Automatically set the "Scale by" factor based on the name of the selected Upscaler'),
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"prefer_fp16_upscalers": OptionInfo(False, "Prefer to load Upscaler in half precision").info("increase speed; reduce quality; will try <b>fp16</b>, then <b>bf16</b>, then fall back to <b>fp32</b> if not supported").needs_restart(),
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},
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)
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)
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options_templates.update(
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options_section(
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("face-restoration", "Face Restoration", "postprocessing"),
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{
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"face_restoration": OptionInfo(False, "Restore Faces", infotext="Face restoration").info("after each generation, process the face(s) with a 3rd-party model"),
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"face_restoration_model": OptionInfo("CodeFormer", "Face Restoration Model", gr.Radio, lambda: {"choices": [x.name() for x in shared.face_restorers]}),
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"code_former_weight": OptionInfo(0.5, "CodeFormer Strength", gr.Slider, {"minimum": 0, "maximum": 1, "step": 0.05}).info("0 = max effect; 1 = min effect"),
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"face_restoration_unload": OptionInfo(False, "Move the model to CPU after restoration"),
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},
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)
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)
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options_templates.update(
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options_section(
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("system", "System", "system"),
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{
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"auto_launch_browser": OptionInfo("Local", "Launch the webui in browser on startup", gr.Radio, {"choices": ("Disable", "Local", "Remote")}).info("Remote = always automatically start; Local = only when not sharing the server, such as <b>--share</b>"),
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"enable_console_prompts": OptionInfo(False, "Print the generation prompts to console"),
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"samples_log_stdout": OptionInfo(False, "Print the generation infotxt to console"),
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"show_warnings": OptionInfo(False, "Show warnings in console").needs_reload_ui(),
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"show_gradio_deprecation_warnings": OptionInfo(False, "Show gradio deprecation warnings in console").needs_reload_ui(),
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"memmon_poll_rate": OptionInfo(5, "VRAM usage polls per second during generation", gr.Slider, {"minimum": 0, "maximum": 50, "step": 1}).info("0 = disable"),
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"multiple_tqdm": OptionInfo(True, "Add an additional progress bar to the console to show the total progress of an entire job"),
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"enable_upscale_progressbar": OptionInfo(True, "Show a progress bar in the console for tiled upscaling"),
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"list_hidden_files": OptionInfo(True, "List the models/files under hidden directories").info('directory is hidden if its name starts with "."'),
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"dump_stacks_on_signal": OptionInfo(False, "Print the stack trace before terminating the webui via Ctrl + C"),
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},
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)
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)
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options_templates.update(
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options_section(
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("profiler", "Profiler", "system"),
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{
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"profiling_explanation": OptionHTML(
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"""
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These settings allow you to enable PyTorch profiler during generation.<br>
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Profiling allows you to see which code uses how much of the computer's resources.
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Each generation writes its own profile to one file, overwriting previous ones.
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The file can be viewed in <a href="chrome:tracing">Chrome</a> or on the <a href="https://ui.perfetto.dev/">Perfetto</a> website.
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<br><b>Warning:</b> Writing profile can take up to 30 seconds, and the file itself can be around 500MB in size.
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"""
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),
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"profiling_enable": OptionInfo(False, "Enable Profiling"),
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"profiling_activities": OptionInfo(["CPU"], "Activities", gr.CheckboxGroup, {"choices": ["CPU", "CUDA"]}),
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"profiling_record_shapes": OptionInfo(True, "Record Shapes"),
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"profiling_profile_memory": OptionInfo(True, "Profile Memory"),
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"profiling_with_stack": OptionInfo(True, "Include Python Stack"),
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"profiling_filename": OptionInfo("trace.json", "Profile Filename"),
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},
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)
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)
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options_templates.update(
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options_section(
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("API", "API", "system"),
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{
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"api_enable_requests": OptionInfo(True, 'Allow "http://" and "https://" URLs as input images', restrict_api=True),
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"api_forbid_local_requests": OptionInfo(True, "Forbid URLs to local resources", restrict_api=True),
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"api_useragent": OptionInfo("", "User Agent for Requests", restrict_api=True),
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},
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)
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)
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options_templates.update(
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options_section(
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("sd", "Stable Diffusion", "sd"),
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{
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"sd_model_checkpoint": OptionInfo("", "(Managed by Forge)", gr.State, infotext="Model"),
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"sd_unet": OptionInfo("Automatic", "SD UNet", gr.Dropdown, lambda: {"choices": shared_items.sd_unet_items()}, refresh=shared_items.refresh_unet_list),
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"emphasis": OptionInfo("Original", "Emphasis Mode", gr.Radio, lambda: {"choices": [x.name for x in sd_emphasis.options]}, infotext="Emphasis").info("pay (more:1.1) or (less:0.9) attention to prompts").html(sd_emphasis.get_options_descriptions()),
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"CLIP_stop_at_last_layers": OptionInfo(2, "Clip Skip", gr.Slider, {"minimum": 1, "maximum": 12, "step": 1}, infotext="Clip skip").link("wiki", "https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Features#clip-skip").info("1 = disable, 2 = skip one layer, etc."),
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"comma_padding_backtrack": OptionInfo(16, "Token Wrap Length", gr.Slider, {"minimum": 0, "maximum": 74, "step": 1}).info("for prompts shorter than the threshold, move them to the next chunk of 75 tokens if they do not fit inside the current chunk"),
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"tiling": OptionInfo(False, "Tiling", infotext="Tiling").info("produce a tileable image"),
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"randn_source": OptionInfo("CPU", "Random Number Generator", gr.Radio, {"choices": ("CPU", "GPU", "NV")}, infotext="RNG").info("use <b>CPU</b> for the maximum recreatability across different systems"),
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"divxl": OptionDiv(),
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"sdxl_crop_top": OptionInfo(0, "[SDXL] Crop-Top Coordinate"),
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"sdxl_crop_left": OptionInfo(0, "[SDXL] Crop-Left Coordinate"),
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"sdxl_refiner_low_aesthetic_score": OptionInfo(2.5, "[SDXL] Low Aesthetic Score", gr.Number),
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"sdxl_refiner_high_aesthetic_score": OptionInfo(6.0, "[SDXL] High Aesthetic Score", gr.Number),
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},
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)
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)
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options_templates.update(
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options_section(
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("vae", "VAE", "sd"),
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{
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"sd_vae_explanation": OptionHTML(
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"""
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<abbr title='Variational AutoEncoder'>VAE</abbr> is a neural network that transforms a standard <abbr title='Red/Green/Blue'>RGB</abbr>
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image to and from latent space representation. Latent space is what Stable Diffusion works on during generation. For txt2img, VAE is used
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to create the resulting image after the sampling is finished. For img2img, VAE is additionally used to process user's input image before the sampling.
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"""
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),
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"sd_vae": OptionInfo("Automatic", "SD VAE", gr.Dropdown, lambda: {"choices": shared_items.sd_vae_items()}, refresh=shared_items.refresh_vae_list, infotext="VAE").info("None = always use VAE from checkpoint; Automatic = use VAE with the same filename as checkpoint"),
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"sd_vae_overrides_per_model_preferences": OptionInfo(True, '"SD VAE" option overrides per-model preference'),
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"sd_vae_encode_method": OptionInfo("Full", "VAE for Encoding", gr.Radio, {"choices": ("Full", "TAESD")}, infotext="VAE Encoder").info("method to encode image to latent (img2img / Hires. fix / inpaint)"),
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"sd_vae_decode_method": OptionInfo("Full", "VAE for Decoding", gr.Radio, {"choices": ("Full", "TAESD")}, infotext="VAE Decoder").info("method to decode latent to image"),
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},
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)
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)
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options_templates.update(
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options_section(
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("img2img", "img2img", "sd"),
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{
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"inpainting_mask_weight": OptionInfo(1.0, "Inpainting Conditioning Mask Strength", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}, infotext="Conditional mask weight"),
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"initial_noise_multiplier": OptionInfo(1.0, "Noise Multiplier for img2img", gr.Slider, {"minimum": 0.0, "maximum": 1.5, "step": 0.05}, infotext="Noise multiplier"),
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"img2img_extra_noise": OptionInfo(0.0, "Extra Noise Multiplier for img2img and Hires. fix", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}, infotext="Extra noise").info("0 = disabled; higher = more details in generation"),
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"img2img_color_correction": OptionInfo(False, "Apply color correction to img2img results to match original colors"),
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"img2img_fix_steps": OptionInfo(False, "During img2img, do exactly the number of Steps the slider specifies").info("otherwise, only process <b>Sampling steps</b> x <b>Denoising strength</b> steps"),
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"img2img_background_color": OptionInfo("#808080", "For img2img, fill the transparent parts of the input image with this color", ui_components.FormColorPicker, {}),
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"img2img_sketch_default_brush_color": OptionInfo("#ff0000", "Initial Brush Color for Sketch", ui_components.FormColorPicker, {}).needs_reload_ui(),
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"img2img_inpaint_mask_brush_color": OptionInfo("#808080", "Brush Color for Inpaint Mask", ui_components.FormColorPicker, {}).needs_reload_ui(),
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"img2img_inpaint_sketch_default_brush_color": OptionInfo("#ff0000", "Initial Brush Color for Inpaint Sketch", ui_components.FormColorPicker, {}).needs_reload_ui(),
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"img2img_inpaint_mask_high_contrast": OptionInfo(True, "Use high-contrast brush for inpainting").info("use a checkerboard pattern instead of a solid color").needs_reload_ui(),
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"img2img_inpaint_mask_scribble_alpha": OptionInfo(75, "Inpaint mask alpha (transparency)", gr.Slider, {"minimum": 0, "maximum": 100, "step": 1}).info("only affects solid color brush").needs_reload_ui(),
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"return_mask": OptionInfo(False, "For inpainting, append the greyscale mask to results"),
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"return_mask_composite": OptionInfo(False, "For inpainting, append the masked composite to results"),
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"img2img_batch_show_results_limit": OptionInfo(32, "Show the first N batch of img2img results in UI", gr.Slider, {"minimum": -1, "maximum": 256, "step": 1}).info("0 = disable; -1 = show all; too many images causes severe lag"),
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"overlay_inpaint": OptionInfo(True, "For inpainting, overlay the resulting image back onto the original image").info('when using the "Only masked" option'),
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"img2img_autosize": OptionInfo(False, "Automatically update the Width and Height when uploading image to img2img input"),
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"img2img_batch_use_original_name": OptionInfo(False, "In img2img Batch, use the input filenames when saving").info("<b>Warning:</b> may override existing files"),
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},
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)
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)
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options_templates.update(
|
|
options_section(
|
|
("optimizations", "Optimizations", "sd"),
|
|
{
|
|
"cross_attention_optimization": OptionInfo("Automatic", "Cross Attention Optimization", gr.Dropdown, {"choices": ("Automatic",), "interactive": False}),
|
|
"persistent_cond_cache": OptionInfo(False, "Persistent Cond Cache").info("do not re-encode prompts if only the Seed changes ; <b>Note:</b> breaks Qwen-Image-Edit if only the input image was changed"),
|
|
"skip_early_cond": OptionInfo(0.0, "Ignore Negative Prompt during Early Steps", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}, infotext="Skip Early CFG").info("in percentage of total steps; 0 = disable; higher = faster"),
|
|
"s_min_uncond": OptionInfo(0.0, "Skip Negative Prompt during Later Steps", gr.Slider, {"minimum": 0.0, "maximum": 8.0, "step": 0.05}).info('in "sigma"; 0 = disable; higher = faster'),
|
|
"s_min_uncond_all": OptionInfo(False, "For the above option, skip every step", infotext="NGMS all steps").info("otherwise, only skip every other step"),
|
|
"div_tome": OptionDiv(),
|
|
"token_merging_explanation": OptionHTML(
|
|
"""
|
|
<b>Token Merging</b> speeds up the diffusion process by fusing "redundant" tokens together, but also reduces quality as a result.
|
|
[<a href="https://github.com/dbolya/tomesd">GitHub</a>] <br>
|
|
<b>Note:</b> Has no effect on SDXL when Max Downsample is set to 1
|
|
"""
|
|
),
|
|
"token_merging_ratio": OptionInfo(0.0, "Token Merging Ratio", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.05}, infotext="Token merging ratio").info("0 = disable; higher = faster"),
|
|
"token_merging_ratio_img2img": OptionInfo(0.0, "Token Merging Ratio for img2img", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.05}).info("overrides base ratio if non-zero"),
|
|
"token_merging_ratio_hr": OptionInfo(0.0, "Token Merging Ratio for Hires. fix", gr.Slider, {"minimum": 0.0, "maximum": 0.9, "step": 0.05}, infotext="Token merging ratio hr").info("overrides base ratio if non-zero"),
|
|
"token_merging_stride": OptionInfo(2, "Token Merging - Stride", gr.Slider, {"minimum": 1, "maximum": 8, "step": 1}).info("higher = faster"),
|
|
"token_merging_downsample": OptionInfo(1, "Token Merging - Max Downsample", gr.Slider, {"minimum": 1, "maximum": 4, "step": 1}).info("higher = faster"),
|
|
"token_merging_no_rand": OptionInfo(False, "Token Merging - No Random").info("reduce randomness by always fusing the same regions"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("compatibility", "Compatibility", "sd"),
|
|
{
|
|
"compatibility_explanation": OptionHTML("Don't touch these unless you know what you are doing..."),
|
|
"forge_try_reproduce": OptionInfo("None", "Try to reproduce the results from external software", gr.Radio, lambda: {"choices": ["None", "Diffusers", "ComfyUI", "WebUI 1.5", "InvokeAI", "EasyDiffusion", "DrawThings"]}),
|
|
"auto_backcompat": OptionInfo(True, "Automatic backward compatibility").info("automatically enable options for backwards compatibility when importing generation parameters from infotext that has program version."),
|
|
"use_old_karras_scheduler_sigmas": OptionInfo(False, "Use old karras scheduler sigmas (0.1 to 10)."),
|
|
"no_dpmpp_sde_batch_determinism": OptionInfo(False, "Do not make DPM++ SDE deterministic across different batch sizes."),
|
|
"use_old_hires_fix_width_height": OptionInfo(False, "For hires fix, use width/height sliders to set final resolution rather than first pass (disables Upscale by, Resize width/height to)."),
|
|
"hires_fix_use_firstpass_conds": OptionInfo(False, "For hires fix, calculate conds of second pass using extra networks of first pass."),
|
|
"use_old_scheduling": OptionInfo(False, "Use old prompt editing timelines.", infotext="Old prompt editing timelines").info("For [red:green:N]; old: If N < 1, it's a fraction of steps (and hires fix uses range from 0 to 1), if N >= 1, it's an absolute number of steps; new: If N has a decimal point in it, it's a fraction of steps (and hires fix uses range from 1 to 2), othewrwise it's an absolute number of steps"),
|
|
"use_downcasted_alpha_bar": OptionInfo(False, "Downcast model alphas_cumprod to fp16 before sampling. For reproducing old seeds.", infotext="Downcast alphas_cumprod"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("extra_networks", "Extra Networks", "sd"),
|
|
{
|
|
"extra_networks_tree_view_style": OptionInfo("Dirs", "Extra Networks UI Style", gr.Radio, {"choices": ("Tree", "Dirs")}).needs_reload_ui(),
|
|
"extra_networks_hidden_models": OptionInfo("When searched", "Show the Extra Networks in hidden directories", gr.Radio, {"choices": ("Always", "When searched", "Never")}).info('"When searched" option will only show the item when the search string contains 4 characters or more'),
|
|
"extra_networks_default_multiplier": OptionInfo(1.0, "Default Weight for Extra Networks", gr.Slider, {"minimum": 0.0, "maximum": 2.0, "step": 0.05}),
|
|
"extra_networks_card_width": OptionInfo(0, "Card Width for Extra Networks").info("in pixels; 0 = auto"),
|
|
"extra_networks_card_height": OptionInfo(0, "Card Height for Extra Networks").info("in pixels; 0 = auto"),
|
|
"extra_networks_card_text_scale": OptionInfo(1.0, "Card Text Scale", gr.Slider, {"minimum": 0.0, "maximum": 2.0, "step": 0.05}).info("1 = original size"),
|
|
"extra_networks_card_show_desc": OptionInfo(True, "Show description on cards"),
|
|
"extra_networks_card_description_is_html": OptionInfo(False, "Treat description as raw HTML"),
|
|
"extra_networks_card_order_field": OptionInfo("Path", "Default sorting method for Extra Networks cards", gr.Dropdown, {"choices": ("Path", "Name", "Date Created", "Date Modified")}).needs_reload_ui(),
|
|
"extra_networks_card_order": OptionInfo("Ascending", "Default sorting order for Extra Networks cards", gr.Radio, {"choices": ("Ascending", "Descending")}).needs_reload_ui(),
|
|
"extra_networks_add_text_separator": OptionInfo(" ", "Extra Networks Separator").info("additional text to insert before the Extra Networks syntax"),
|
|
"ui_extra_networks_tab_reorder": OptionInfo("", "Extra Networks Tab Order").info('tab names separated by "," character; empty = default').needs_reload_ui(),
|
|
"extra_tree_div": OptionDiv(),
|
|
"extra_networks_tree_view_default_enabled": OptionInfo(True, "Show the Extra Networks Tree view by default").needs_reload_ui(),
|
|
"extra_networks_tree_view_default_width": OptionInfo(180, "Default Width for the Tree view", gr.Number).needs_reload_ui(),
|
|
"extra_dirs_div": OptionDiv(),
|
|
"extra_networks_show_hidden_directories": OptionInfo(True, "Show Dir buttons of hidden directories").info('directory is hidden if its name starts with "."'),
|
|
"extra_networks_dir_button_function": OptionInfo(False, 'Add a "/" to the Dir buttons').info("buttons will only display the contents of the directory, without acting as a search filter"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("ui_prompt_editing", "Prompt Editing", "ui"),
|
|
{
|
|
"keyedit_precision_attention": OptionInfo(0.1, "Precision for (attention:1.1) when editing the prompt with Ctrl + Up/Down", gr.Slider, {"minimum": 0.05, "maximum": 0.25, "step": 0.05}),
|
|
"keyedit_precision_extra": OptionInfo(0.05, "Precision for <lora:0.9> when editing the prompt with Ctrl + Up/Down", gr.Slider, {"minimum": 0.05, "maximum": 0.25, "step": 0.05}),
|
|
"keyedit_delimiters": OptionInfo(r".,\/!?%^*;:{}=`~() ", "RegEx Delimiters when editing the prompt with Ctrl + Up/Down"),
|
|
"keyedit_delimiters_whitespace": OptionInfo(["Tab", "Carriage Return", "Line Feed"], "Whitespace Delimiters when editing the prompt with Ctrl + Up/Down", gr.CheckboxGroup, {"choices": ("Tab", "Carriage Return", "Line Feed")}),
|
|
"keyedit_move": OptionInfo(True, "Alt + Left/Right moves prompt chunks"),
|
|
"disable_token_counters": OptionInfo(False, "Disable Token Counter"),
|
|
"include_styles_into_token_counters": OptionInfo(True, "Include enabled Styles in Token Count"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("ui_gallery", "Gallery", "ui"),
|
|
{
|
|
"do_not_show_images": OptionInfo(False, "Do not show any image in gallery"),
|
|
"gallery_height": OptionInfo("", "Gallery Height", gr.Textbox).info("in CSS value; <b>e.g.</b> 768px or 20em").needs_reload_ui(),
|
|
"return_grid": OptionInfo(True, "Show Grids in gallery").info("<b>e.g.</b> for <b>X/Y/Z Plot</b>"),
|
|
"js_modal_lightbox": OptionInfo(True, 'Enable "Lightbox"').info("Full Page Image Viewer"),
|
|
"js_modal_lightbox_initially_zoomed": OptionInfo(True, "[Lightbox]: show images zoomed in by default"),
|
|
"js_modal_lightbox_gamepad": OptionInfo(False, "[Lightbox]: navigate with gamepad"),
|
|
"js_modal_lightbox_gamepad_repeat": OptionInfo(250, "[Lightbox]: gamepad repeat period").info("in ms"),
|
|
"sd_webui_modal_lightbox_icon_opacity": OptionInfo(1.0, "[Lightbox]: control icon unfocused opacity", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}, onchange=shared.reload_gradio_theme).info("for mouse only").needs_reload_ui(),
|
|
"sd_webui_modal_lightbox_toolbar_opacity": OptionInfo(0.9, "[Lightbox]: tool bar opacity", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.05}, onchange=shared.reload_gradio_theme).info("for mouse only").needs_reload_ui(),
|
|
"open_dir_button_choice": OptionInfo("Subdirectory", "What directory the [📂] button opens", gr.Radio, {"choices": ("Output Root", "Subdirectory", "Subdirectory (even temp dir)")}),
|
|
"hires_button_gallery_insert": OptionInfo(False, "When using the [✨] button, insert the upscaled image to the gallery").info("otherwise replace the selected image in the gallery"),
|
|
"hires_insert_index": OptionInfo(True, "When the above option is enabled, automatically select the upscaled image").info("otherwise select the original image"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("ui_alternatives", "UI Alternatives", "ui"),
|
|
{
|
|
"show_refiner": OptionInfo(False, "Display the Refiner Accordion").info('"deprecated" feature for SDXL').needs_reload_ui(),
|
|
"show_rescale_cfg": OptionInfo(False, "Display the Rescale CFG Slider").info("feature for v-pred checkpoints").needs_reload_ui(),
|
|
"show_mahiro": OptionInfo(False, "Display the MaHiRo Toggle").info('see <a href="https://huggingface.co/spaces/yoinked/blue-arxiv">blue-arxiv</a> - <b>id:</b> <ins>2024-1208.1</ins>').needs_reload_ui(),
|
|
"paste_safe_guard": OptionInfo(False, 'Disable the "Read generation parameters" button (↙️) when negative prompt is not empty'),
|
|
"ctrl_enter_interrupt": OptionInfo(False, "Revert [Ctrl + Enter] to only interrupt the generation").info('the current "intended" behavior is to interrupt the current generation then immediately start a new one'),
|
|
"div_classic": OptionDiv(),
|
|
"compact_prompt_box": OptionInfo(False, "Compact Prompt Layout").info("put prompts inside the Generate tab, leaving more space for the gallery").needs_reload_ui(),
|
|
"dimensions_and_batch_together": OptionInfo(True, "Show Width/Height and Batch sliders in same row").needs_reload_ui(),
|
|
"sd_checkpoint_dropdown_use_short": OptionInfo(False, "Show filenames without folder in the Checkpoint dropdown").info("if disabled, models under subdirectories will be listed like sdxl/anime.safetensors"),
|
|
"hires_fix_show_sampler": OptionInfo(False, "[Hires. fix]: Show checkpoint, sampler, scheduler, and cfg options").needs_reload_ui(),
|
|
"hires_fix_show_prompts": OptionInfo(False, "[Hires. fix]: Show prompt and negative prompt textboxes").needs_reload_ui(),
|
|
"txt2img_settings_accordion": OptionInfo(False, "Put txt2img parameters under Accordion").needs_reload_ui(),
|
|
"img2img_settings_accordion": OptionInfo(False, "Put img2img parameters under Accordion").needs_reload_ui(),
|
|
"interrupt_after_current": OptionInfo(False, "Don't Interrupt in the middle").info("when using the Interrupt button, if generating more than one image, stop after the current generation of an image has finished instead of immediately"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("ui", "User Interface", "ui"),
|
|
{
|
|
"localization": OptionInfo("None", "Localization", gr.Dropdown, lambda: {"choices": ["None", *localization.localizations.keys()]}, refresh=lambda: localization.list_localizations(cmd_opts.localizations_dir)).needs_reload_ui(),
|
|
"quicksettings_list": OptionInfo([], "Quicksettings List", ui_components.DropdownMulti, lambda: {"choices": list(shared.opts.data_labels.keys())}).js("info", "settingsHintsShowQuicksettings").info("settings that appear at the top of the page <b>instead of</b> in the Settings tab").needs_reload_ui(),
|
|
"ui_tab_order": OptionInfo([], "UI Tab Order", ui_components.DropdownMulti, lambda: {"choices": list(shared.tab_names)}).needs_reload_ui(),
|
|
"hidden_tabs": OptionInfo([], "Hide UI Tabs", ui_components.DropdownMulti, lambda: {"choices": list(shared.tab_names)}).needs_reload_ui(),
|
|
"ui_reorder_list": OptionInfo([], "Parameter order for txt2img / img2img", ui_components.DropdownMulti, lambda: {"choices": list(shared_items.ui_reorder_categories())}).info("selected items appear first").needs_reload_ui(),
|
|
"gradio_theme": OptionInfo("Default", "Gradio Theme", ui_components.DropdownEditable, lambda: {"choices": ["Default", *shared_gradio_themes.gradio_hf_hub_themes]}).needs_reload_ui(),
|
|
"gradio_themes_cache": OptionInfo(True, "Cache selected theme locally"),
|
|
"show_progress_in_title": OptionInfo(True, "Show generation progress in window title"),
|
|
"send_seed": OptionInfo(True, 'Send the Seed information when using the "Send to" buttons'),
|
|
"send_cfg": OptionInfo(True, 'Send the CFG information when using the "Send to" buttons'),
|
|
"send_size": OptionInfo(True, 'Send the Resolution information when using the "Send to" buttons'),
|
|
"enable_reloading_ui_scripts": OptionInfo(False, 'Additionally reload the "modules.ui" scripts when using "Reload UI"').info("for developing"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("infotext", "Infotext", "ui"),
|
|
{
|
|
"infotext_explanation": OptionHTML("Infotext is what the webui calls the text that contains generation parameters, and can be used to generate the same image again."),
|
|
"enable_pnginfo": OptionInfo(True, "Write infotext to metadata of generated images"),
|
|
"stealth_pnginfo_option": OptionInfo("None", "Stealth Infotext Mode", gr.Radio, {"choices": ("Alpha", "RGB", "None")}),
|
|
"save_txt": OptionInfo(False, "Write infotext to a text file next to every generated image"),
|
|
"add_model_name_to_info": OptionInfo(True, "Add model name to infotext"),
|
|
"add_model_hash_to_info": OptionInfo(True, "Add model hash to infotext"),
|
|
"add_vae_name_to_info": OptionInfo(True, "Add VAE name to infotext"),
|
|
"add_vae_hash_to_info": OptionInfo(True, "Add VAE hash to infotext"),
|
|
"add_user_name_to_info": OptionInfo(False, "Add user name to infotext when authenticated"),
|
|
"add_version_to_infotext": OptionInfo(True, "Add webui version to infotext"),
|
|
"disable_weights_auto_swap": OptionInfo(True, "Ignore checkpoint information when reading infotext"),
|
|
"infotext_skip_pasting": OptionInfo([], "Ignore fields when reading infotext", ui_components.DropdownMulti, lambda: {"choices": shared_items.get_infotext_names()}),
|
|
"infotext_styles": OptionInfo("Apply if any", "Infer Styles when reading infotext", gr.Radio, {"choices": ("Ignore", "Apply", "Apply if any", "Discard")}).html(
|
|
"""
|
|
<ul style='margin-left: 1.5em'>
|
|
<li><b>Ignore:</b> keep prompt and styles dropdown as it is</li>
|
|
<li><b>Apply:</b> remove style text from prompt; always replace styles dropdown value with found styles (even if none was found)</li>
|
|
<li><b>Apply if any:</b> remove style text from prompt; if any styles are found in prompt, put them into styles dropdown, otherwise keep it as it is</li>
|
|
<li><b>Discard:</b> remove style text from prompt, keep styles dropdown as it is</li>
|
|
</ul>
|
|
"""
|
|
),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("preview", "Live Previews", "ui"),
|
|
{
|
|
"show_progressbar": OptionInfo(True, "Show Progress Bar"),
|
|
"live_previews_enable": OptionInfo(True, "Show live previews of images during sampling"),
|
|
"live_previews_image_format": OptionInfo("jpeg", "Live Preview Format", gr.Radio, {"choices": ("jpeg", "png", "webp")}),
|
|
"show_progress_grid": OptionInfo(True, "Show previews of all images in a batch as a grid"),
|
|
"show_progress_type": OptionInfo("RGB", "Live Preview Method", gr.Radio, {"choices": ("Approx NN", "RGB", "TAESD")})
|
|
.info("<b>Approx NN</b> and <b>TAESD</b> will download additional model")
|
|
.html(
|
|
"""
|
|
<ul style='margin-left: 1.5em'>
|
|
<li><b>Approx NN</b>: legacy preview method</li>
|
|
<li><b>RGB</b>: fast but low quality preview method</li>
|
|
<li><b>TAESD</b>: high quality preview method</li>
|
|
</ul>
|
|
"""
|
|
),
|
|
"live_preview_fast_interrupt": OptionInfo(False, "Return image with the selected preview method on interruption").info("speed up interruption"),
|
|
"js_live_preview_in_modal_lightbox": OptionInfo(False, "Show the live previews in full page image viewer"),
|
|
"show_progress_every_n_steps": OptionInfo(10, "Generate live preview every N step", gr.Slider, {"minimum": -1, "maximum": 32, "step": 1}).info("-1 = only after completion of a batch"),
|
|
"live_preview_refresh_period": OptionInfo(1000, "Progress Bar and Preview update interval").info("in ms"),
|
|
"prevent_screen_sleep_during_generation": OptionInfo(True, "Force the screen to stay awake during generation"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("sampler-params", "Sampler Parameters", "sd"),
|
|
{
|
|
"hide_samplers": OptionInfo([], "Hide Samplers", ui_components.DropdownMulti, lambda: {"choices": [x.name for x in shared_items.list_samplers()]}).needs_reload_ui(),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("sampler-params", "Sampler Parameters", "sd") if cmd_opts.adv_samplers else (None, "Sampler Parameters"),
|
|
{
|
|
"eta_ddim": OptionInfo(0.0, "Eta for DDIM", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.01}, infotext="Eta DDIM"),
|
|
"eta_ancestral": OptionInfo(1.0, "Eta for k-diffusion samplers", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.01}, infotext="Eta"),
|
|
"ddim_discretize": OptionInfo("uniform", "img2img DDIM discretize", gr.Radio, {"choices": ("uniform", "quad")}),
|
|
"s_churn": OptionInfo(0.0, "sigma churn", gr.Slider, {"minimum": 0.0, "maximum": 100.0, "step": 0.01}, infotext="Sigma churn"),
|
|
"s_tmin": OptionInfo(0.0, "sigma tmin", gr.Slider, {"minimum": 0.0, "maximum": 10.0, "step": 0.01}, infotext="Sigma tmin"),
|
|
"s_tmax": OptionInfo(0.0, "sigma tmax", gr.Slider, {"minimum": 0.0, "maximum": 999.0, "step": 0.01}, infotext="Sigma tmax"),
|
|
"s_noise": OptionInfo(1.0, "sigma noise", gr.Slider, {"minimum": 0.0, "maximum": 1.1, "step": 0.001}, infotext="Sigma noise"),
|
|
"sigma_min": OptionInfo(0.0, "sigma min", gr.Number, infotext="Schedule min sigma"),
|
|
"sigma_max": OptionInfo(0.0, "sigma max", gr.Number, infotext="Schedule max sigma"),
|
|
"rho": OptionInfo(0.0, "rho", gr.Number, infotext="Schedule rho"),
|
|
"eta_noise_seed_delta": OptionInfo(0, "Eta noise seed delta", gr.Number, {"precision": 0}, infotext="ENSD"),
|
|
"always_discard_next_to_last_sigma": OptionInfo(False, "Always discard next-to-last sigma", infotext="Discard penultimate sigma"),
|
|
"sgm_noise_multiplier": OptionInfo(False, "SGM noise multiplier", infotext="SGM noise multiplier"),
|
|
"sd_noise_schedule": OptionInfo("Default", "Noise schedule for sampling", gr.Radio, {"choices": ("Default", "Zero Terminal SNR")}, infotext="Noise Schedule"),
|
|
"beta_dist_alpha": OptionInfo(0.6, "Beta scheduler - alpha", gr.Slider, {"minimum": 0.01, "maximum": 2.0, "step": 0.01}, infotext="Beta scheduler alpha"),
|
|
"beta_dist_beta": OptionInfo(0.6, "Beta scheduler - beta", gr.Slider, {"minimum": 0.01, "maximum": 2.0, "step": 0.01}, infotext="Beta scheduler beta"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("postprocessing", "Postprocessing", "postprocessing"),
|
|
{
|
|
"postprocessing_enable_in_main_ui": OptionInfo([], "Enable Postprocessing operations in txt2img and img2img", ui_components.DropdownMulti, lambda: {"choices": [x.name for x in shared_items.postprocessing_scripts()]}),
|
|
"postprocessing_disable_in_extras": OptionInfo([], "Disable Postprocessing operations in Extras tab", ui_components.DropdownMulti, lambda: {"choices": [x.name for x in shared_items.postprocessing_scripts()]}),
|
|
"postprocessing_operation_order": OptionInfo([], "Order of Postprocessing operations", ui_components.DropdownMulti, lambda: {"choices": [x.name for x in shared_items.postprocessing_scripts()]}),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
(None, "Hidden Options"),
|
|
{
|
|
"disabled_extensions": OptionInfo([], "Disable these extensions"),
|
|
"disable_all_extensions": OptionInfo("none", "Disable all extensions", gr.Radio, {"choices": ("none", "extra", "all")}),
|
|
"restore_config_state_file": OptionInfo("", 'Config state file to restore from, under "config-states/" folder'),
|
|
"sd_checkpoint_hash": OptionInfo("", "SHA256 hash of the current checkpoint"),
|
|
},
|
|
)
|
|
)
|
|
|
|
options_templates.update(
|
|
options_section(
|
|
("svdq", "Nunchaku", "svdq"),
|
|
{
|
|
"svdq_cpu_offload": OptionInfo(True, "CPU Offload").info("recommended if the VRAM is less than 16 GB"),
|
|
"svdq_flux_exp": OptionHTML("Flux"),
|
|
"svdq_cache_threshold": OptionInfo(0.0, "Cache Threshold", gr.Slider, {"minimum": 0.0, "maximum": 1.0, "step": 0.01}).info("increasing the value enhances speed at the cost of quality; a typical value is 0.12; setting it to 0 disables the effect"),
|
|
"svdq_attention": OptionInfo("nunchaku-fp16", "Attention", gr.Radio, {"choices": ["nunchaku-fp16", "flashattn2"]}).info("RTX 20s GPUs can only use nunchaku-fp16"),
|
|
"svdq_qwen_exp": OptionHTML("Qwen"),
|
|
"svdq_use_pin_memory": OptionInfo(False, "Use Pinned Memory").info("improve load speed at the cost of higher RAM usage"),
|
|
"svdq_num_blocks_on_gpu": OptionInfo(1, "Blocks on GPU", gr.Slider, {"minimum": 1, "maximum": 60, "step": 1}).info("higher = more VRAM usage ; lower = more RAM usage"),
|
|
},
|
|
)
|
|
)
|
|
|
|
forge_shared_options.register(options_templates, options_section, OptionInfo)
|
|
forge_presets.register(options_templates, options_section, OptionInfo)
|