diff --git a/args_manager.py b/args_manager.py index c7c1b7ab1..6a3ae9dc3 100644 --- a/args_manager.py +++ b/args_manager.py @@ -4,7 +4,10 @@ from tempfile import gettempdir args_parser.parser.add_argument("--share", action='store_true', help="Set whether to share on Gradio.") + args_parser.parser.add_argument("--preset", type=str, default=None, help="Apply specified UI preset.") +args_parser.parser.add_argument("--disable-preset-selection", action='store_true', + help="Disables preset selection in Gradio.") args_parser.parser.add_argument("--language", type=str, default='default', help="Translate UI using json files in [language] folder. " @@ -49,7 +52,4 @@ if args_parser.args.disable_in_browser: args_parser.args.in_browser = False -if args_parser.args.temp_path is None: - args_parser.args.temp_path = os.path.join(gettempdir(), 'Fooocus') - args = args_parser.args diff --git a/css/style.css b/css/style.css index 010c8e7f6..c702a7257 100644 --- a/css/style.css +++ b/css/style.css @@ -1,5 +1,136 @@ /* based on https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob/v1.6.0/style.css */ +.loader-container { + display: flex; /* Use flex to align items horizontally */ + align-items: center; /* Center items vertically within the container */ + white-space: nowrap; /* Prevent line breaks within the container */ +} + +.loader { + border: 8px solid #f3f3f3; /* Light grey */ + border-top: 8px solid #3498db; /* Blue */ + border-radius: 50%; + width: 30px; + height: 30px; + animation: spin 2s linear infinite; +} + +@keyframes spin { + 0% { transform: rotate(0deg); } + 100% { transform: rotate(360deg); } +} + +/* Style the progress bar */ +progress { + appearance: none; /* Remove default styling */ + height: 20px; /* Set the height of the progress bar */ + border-radius: 5px; /* Round the corners of the progress bar */ + background-color: #f3f3f3; /* Light grey background */ + width: 100%; +} + +/* Style the progress bar container */ +.progress-container { + margin-left: 20px; + margin-right: 20px; + flex-grow: 1; /* Allow the progress container to take up remaining space */ +} + +/* Set the color of the progress bar fill */ +progress::-webkit-progress-value { + background-color: #3498db; /* Blue color for the fill */ +} + +progress::-moz-progress-bar { + background-color: #3498db; /* Blue color for the fill in Firefox */ +} + +/* Style the text on the progress bar */ +progress::after { + content: attr(value '%'); /* Display the progress value followed by '%' */ + position: absolute; + top: 50%; + left: 50%; + transform: translate(-50%, -50%); + color: white; /* Set text color */ + font-size: 14px; /* Set font size */ +} + +/* Style other texts */ +.loader-container > span { + margin-left: 5px; /* Add spacing between the progress bar and the text */ +} + +.progress-bar > .generating { + display: none !important; +} + +.progress-bar{ + height: 30px !important; +} + +.type_row{ + height: 80px !important; +} + +.type_row_half{ + height: 32px !important; +} + +.scroll-hide{ + resize: none !important; +} + +.refresh_button{ + border: none !important; + background: none !important; + font-size: none !important; + box-shadow: none !important; +} + +.advanced_check_row{ + width: 250px !important; +} + +.min_check{ + min-width: min(1px, 100%) !important; +} + +.resizable_area { + resize: vertical; + overflow: auto !important; +} + +.aspect_ratios label { + width: 140px !important; +} + +.aspect_ratios label span { + white-space: nowrap !important; +} + +.aspect_ratios label input { + margin-left: -5px !important; +} + +.lora_enable label { + height: 100%; +} + +.lora_enable label input { + margin: auto; +} + +.lora_enable label span { + display: none; +} + +@-moz-document url-prefix() { + .lora_weight input[type=number] { + width: 80px; + } +} + #context-menu{ z-index:9999; position:absolute; @@ -218,3 +349,48 @@ #stylePreviewOverlay.lower-half { transform: translate(-140px, -140px); } + +/* scrollable box for style selections */ +.contain .tabs { + height: 100%; +} + +.contain .tabs .tabitem.style_selections_tab { + height: 100%; +} + +.contain .tabs .tabitem.style_selections_tab > div:first-child { + height: 100%; +} + +.contain .tabs .tabitem.style_selections_tab .style_selections { + min-height: 200px; + height: 100%; +} + +.contain .tabs .tabitem.style_selections_tab .style_selections .wrap[data-testid="checkbox-group"] { + position: absolute; /* remove this to disable scrolling within the checkbox-group */ + overflow: auto; + padding-right: 2px; + max-height: 100%; +} + +.contain .tabs .tabitem.style_selections_tab .style_selections .wrap[data-testid="checkbox-group"] label { + /* max-width: calc(35% - 15px) !important; */ /* add this to enable 3 columns layout */ + flex: calc(50% - 5px) !important; +} + +.contain .tabs .tabitem.style_selections_tab .style_selections .wrap[data-testid="checkbox-group"] label span { + /* white-space:nowrap; */ /* add this to disable text wrapping (better choice for 3 columns layout) */ + overflow: hidden; + text-overflow: ellipsis; +} + +/* styles preview tooltip */ +.preview-tooltip { + background-color: #fff8; + font-family: monospace; + text-align: center; + border-radius-top: 5px; + display: none; /* remove this to enable tooltip in preview image */ +} \ No newline at end of file diff --git a/fooocus_colab.ipynb b/fooocus_colab.ipynb index 205dac55d..7fa988798 100644 --- a/fooocus_colab.ipynb +++ b/fooocus_colab.ipynb @@ -12,7 +12,7 @@ "%cd /content\n", "!git clone https://github.com/lllyasviel/Fooocus.git\n", "%cd /content/Fooocus\n", - "!python entry_with_update.py --share\n" + "!python entry_with_update.py --share --always-high-vram\n" ] } ], diff --git a/fooocus_version.py b/fooocus_version.py index 6c3c2c903..a4b8895b3 100644 --- a/fooocus_version.py +++ b/fooocus_version.py @@ -1 +1 @@ -version = '2.2.1' +version = '2.3.0' diff --git a/javascript/script.js b/javascript/script.js index 8f4cac58f..9aa0b5c16 100644 --- a/javascript/script.js +++ b/javascript/script.js @@ -150,9 +150,12 @@ function initStylePreviewOverlay() { let overlayVisible = false; const samplesPath = document.querySelector("meta[name='samples-path']").getAttribute("content") const overlay = document.createElement('div'); + const tooltip = document.createElement('div'); + tooltip.className = 'preview-tooltip'; + overlay.appendChild(tooltip); overlay.id = 'stylePreviewOverlay'; document.body.appendChild(overlay); - document.addEventListener('mouseover', function(e) { + document.addEventListener('mouseover', function (e) { const label = e.target.closest('.style_selections label'); if (!label) return; label.removeEventListener("mouseout", onMouseLeave); @@ -162,9 +165,12 @@ function initStylePreviewOverlay() { const originalText = label.querySelector("span").getAttribute("data-original-text"); const name = originalText || label.querySelector("span").textContent; overlay.style.backgroundImage = `url("${samplesPath.replace( - "fooocus_v2", - name.toLowerCase().replaceAll(" ", "_") + "fooocus_v2", + name.toLowerCase().replaceAll(" ", "_") ).replaceAll("\\", "\\\\")}")`; + + tooltip.textContent = name; + function onMouseLeave() { overlayVisible = false; overlay.style.opacity = "0"; @@ -172,8 +178,8 @@ function initStylePreviewOverlay() { label.removeEventListener("mouseout", onMouseLeave); } }); - document.addEventListener('mousemove', function(e) { - if(!overlayVisible) return; + document.addEventListener('mousemove', function (e) { + if (!overlayVisible) return; overlay.style.left = `${e.clientX}px`; overlay.style.top = `${e.clientY}px`; overlay.className = e.clientY > window.innerHeight / 2 ? "lower-half" : "upper-half"; diff --git a/language/en.json b/language/en.json index f61255c96..fefc79c47 100644 --- a/language/en.json +++ b/language/en.json @@ -38,9 +38,12 @@ "* \"Inpaint or Outpaint\" is powered by the sampler \"DPMPP Fooocus Seamless 2M SDE Karras Inpaint Sampler\" (beta)": "* \"Inpaint or Outpaint\" is powered by the sampler \"DPMPP Fooocus Seamless 2M SDE Karras Inpaint Sampler\" (beta)", "Setting": "Setting", "Style": "Style", + "Preset": "Preset", "Performance": "Performance", "Speed": "Speed", "Quality": "Quality", + "Extreme Speed": "Extreme Speed", + "Lightning": "Lightning", "Aspect Ratios": "Aspect Ratios", "width \u00d7 height": "width \u00d7 height", "Image Number": "Image Number", @@ -50,6 +53,7 @@ "Seed": "Seed", "Disable seed increment": "Disable seed increment", "Disable automatic seed increment when image number is > 1.": "Disable automatic seed increment when image number is > 1.", + "Read wildcards in order": "Read wildcards in order", "\ud83d\udcda History Log": "\uD83D\uDCDA History Log", "Image Style": "Image Style", "Fooocus V2": "Fooocus V2", @@ -367,7 +371,6 @@ "B2": "B2", "S1": "S1", "S2": "S2", - "Extreme Speed": "Extreme Speed", "\uD83D\uDD0E Type here to search styles ...": "\uD83D\uDD0E Type here to search styles ...", "Type prompt here.": "Type prompt here.", "Outpaint Expansion Direction:": "Outpaint Expansion Direction:", @@ -381,5 +384,6 @@ "Metadata Scheme": "Metadata Scheme", "Image Prompt parameters are not included. Use png and a1111 for compatibility with Civitai.": "Image Prompt parameters are not included. Use png and a1111 for compatibility with Civitai.", "fooocus (json)": "fooocus (json)", - "a1111 (plain text)": "a1111 (plain text)" + "a1111 (plain text)": "a1111 (plain text)", + "Unsupported image type in input": "Unsupported image type in input" } \ No newline at end of file diff --git a/launch.py b/launch.py index f545c39e6..afa667058 100644 --- a/launch.py +++ b/launch.py @@ -1,6 +1,6 @@ import os -import sys import ssl +import sys print('[System ARGV] ' + str(sys.argv)) @@ -15,15 +15,13 @@ ssl._create_default_https_context = ssl._create_unverified_context - import platform import fooocus_version from build_launcher import build_launcher -from modules.launch_util import is_installed, run, python, run_pip, requirements_met +from modules.launch_util import is_installed, run, python, run_pip, requirements_met, delete_folder_content from modules.model_loader import load_file_from_url - REINSTALL_ALL = False TRY_INSTALL_XFORMERS = False @@ -68,6 +66,7 @@ def prepare_environment(): 'https://huggingface.co/lllyasviel/misc/resolve/main/xl-to-v1_interposer-v3.1.safetensors') ] + def ini_args(): from args_manager import args return args @@ -77,15 +76,24 @@ def ini_args(): build_launcher() args = ini_args() - if args.gpu_device_id is not None: os.environ['CUDA_VISIBLE_DEVICES'] = str(args.gpu_device_id) print("Set device to:", args.gpu_device_id) - from modules import config -def download_models(): +os.environ['GRADIO_TEMP_DIR'] = config.temp_path + +if config.temp_path_cleanup_on_launch: + print(f'[Cleanup] Attempting to delete content of temp dir {config.temp_path}') + result = delete_folder_content(config.temp_path, '[Cleanup] ') + if result: + print("[Cleanup] Cleanup successful") + else: + print(f"[Cleanup] Failed to delete content of temp dir.") + + +def download_models(default_model, previous_default_models, checkpoint_downloads, embeddings_downloads, lora_downloads): for file_name, url in vae_approx_filenames: load_file_from_url(url=url, model_dir=config.path_vae_approx, file_name=file_name) @@ -97,31 +105,32 @@ def download_models(): if args.disable_preset_download: print('Skipped model download.') - return + return default_model, checkpoint_downloads if not args.always_download_new_model: - if not os.path.exists(os.path.join(config.paths_checkpoints[0], config.default_base_model_name)): - for alternative_model_name in config.previous_default_models: + if not os.path.exists(os.path.join(config.paths_checkpoints[0], default_model)): + for alternative_model_name in previous_default_models: if os.path.exists(os.path.join(config.paths_checkpoints[0], alternative_model_name)): - print(f'You do not have [{config.default_base_model_name}] but you have [{alternative_model_name}].') + print(f'You do not have [{default_model}] but you have [{alternative_model_name}].') print(f'Fooocus will use [{alternative_model_name}] to avoid downloading new models, ' - f'but you are not using latest models.') + f'but you are not using the latest models.') print('Use --always-download-new-model to avoid fallback and always get new models.') - config.checkpoint_downloads = {} - config.default_base_model_name = alternative_model_name + checkpoint_downloads = {} + default_model = alternative_model_name break - for file_name, url in config.checkpoint_downloads.items(): + for file_name, url in checkpoint_downloads.items(): load_file_from_url(url=url, model_dir=config.paths_checkpoints[0], file_name=file_name) - for file_name, url in config.embeddings_downloads.items(): + for file_name, url in embeddings_downloads.items(): load_file_from_url(url=url, model_dir=config.path_embeddings, file_name=file_name) - for file_name, url in config.lora_downloads.items(): + for file_name, url in lora_downloads.items(): load_file_from_url(url=url, model_dir=config.paths_loras[0], file_name=file_name) - return - + return default_model, checkpoint_downloads -download_models() +config.default_base_model_name, config.checkpoint_downloads = download_models( + config.default_base_model_name, config.previous_default_models, config.checkpoint_downloads, + config.embeddings_downloads, config.lora_downloads) from webui import * diff --git a/modules/async_worker.py b/modules/async_worker.py index 62480f3f5..fa9593618 100644 --- a/modules/async_worker.py +++ b/modules/async_worker.py @@ -1,4 +1,5 @@ import threading +import re from modules.patch import PatchSettings, patch_settings, patch_all patch_all() @@ -45,8 +46,8 @@ def worker(): from modules.sdxl_styles import apply_style, apply_wildcards, fooocus_expansion, apply_arrays from modules.private_logger import log from extras.expansion import safe_str - from modules.util import remove_empty_str, HWC3, resize_image, \ - get_image_shape_ceil, set_image_shape_ceil, get_shape_ceil, resample_image, erode_or_dilate, ordinal_suffix + from modules.util import remove_empty_str, HWC3, resize_image, get_image_shape_ceil, set_image_shape_ceil, \ + get_shape_ceil, resample_image, erode_or_dilate, ordinal_suffix, get_enabled_loras from modules.upscaler import perform_upscale from modules.flags import Performance from modules.meta_parser import get_metadata_parser, MetadataScheme @@ -123,14 +124,6 @@ def build_image_wall(async_task): async_task.results = async_task.results + [wall] return - def apply_enabled_loras(loras): - enabled_loras = [] - for lora_enabled, lora_model, lora_weight in loras: - if lora_enabled: - enabled_loras.append([lora_model, lora_weight]) - - return enabled_loras - @torch.no_grad() @torch.inference_mode() def handler(async_task): @@ -148,12 +141,13 @@ def handler(async_task): image_number = args.pop() output_format = args.pop() image_seed = args.pop() + read_wildcards_in_order = args.pop() sharpness = args.pop() guidance_scale = args.pop() base_model_name = args.pop() refiner_model_name = args.pop() refiner_switch = args.pop() - loras = apply_enabled_loras([[bool(args.pop()), str(args.pop()), float(args.pop()), ] for _ in range(modules.config.default_max_lora_number)]) + loras = get_enabled_loras([[bool(args.pop()), str(args.pop()), float(args.pop())] for _ in range(modules.config.default_max_lora_number)]) input_image_checkbox = args.pop() current_tab = args.pop() uov_method = args.pop() @@ -250,6 +244,25 @@ def handler(async_task): adm_scaler_negative = 1.0 adm_scaler_end = 0.0 + elif performance_selection == Performance.LIGHTNING: + print('Enter Lightning mode.') + progressbar(async_task, 1, 'Downloading Lightning components ...') + loras += [(modules.config.downloading_sdxl_lightning_lora(), 1.0)] + + if refiner_model_name != 'None': + print(f'Refiner disabled in Lightning mode.') + + refiner_model_name = 'None' + sampler_name = 'euler' + scheduler_name = 'sgm_uniform' + sharpness = 0.0 + guidance_scale = 1.0 + adaptive_cfg = 1.0 + refiner_switch = 1.0 + adm_scaler_positive = 1.0 + adm_scaler_negative = 1.0 + adm_scaler_end = 0.0 + print(f'[Parameters] Adaptive CFG = {adaptive_cfg}') print(f'[Parameters] Sharpness = {sharpness}') print(f'[Parameters] ControlNet Softness = {controlnet_softness}') @@ -347,7 +360,7 @@ def handler(async_task): print(f'[Inpaint] Current inpaint model is {inpaint_patch_model_path}') if refiner_model_name == 'None': use_synthetic_refiner = True - refiner_switch = 0.5 + refiner_switch = 0.8 else: inpaint_head_model_path, inpaint_patch_model_path = None, None print(f'[Inpaint] Parameterized inpaint is disabled.') @@ -422,16 +435,16 @@ def handler(async_task): for i in range(image_number): if disable_seed_increment: - task_seed = seed + task_seed = seed % (constants.MAX_SEED + 1) else: task_seed = (seed + i) % (constants.MAX_SEED + 1) # randint is inclusive, % is not task_rng = random.Random(task_seed) # may bind to inpaint noise in the future - task_prompt = apply_wildcards(prompt, task_rng) + task_prompt = apply_wildcards(prompt, task_rng, i, read_wildcards_in_order) task_prompt = apply_arrays(task_prompt, i) - task_negative_prompt = apply_wildcards(negative_prompt, task_rng) - task_extra_positive_prompts = [apply_wildcards(pmt, task_rng) for pmt in extra_positive_prompts] - task_extra_negative_prompts = [apply_wildcards(pmt, task_rng) for pmt in extra_negative_prompts] + task_negative_prompt = apply_wildcards(negative_prompt, task_rng, i, read_wildcards_in_order) + task_extra_positive_prompts = [apply_wildcards(pmt, task_rng, i, read_wildcards_in_order) for pmt in extra_positive_prompts] + task_extra_negative_prompts = [apply_wildcards(pmt, task_rng, i, read_wildcards_in_order) for pmt in extra_negative_prompts] positive_basic_workloads = [] negative_basic_workloads = [] diff --git a/modules/config.py b/modules/config.py index a68bd2187..f3bf7f1f0 100644 --- a/modules/config.py +++ b/modules/config.py @@ -3,12 +3,14 @@ import math import numbers import args_manager +import tempfile import modules.flags import modules.sdxl_styles from modules.model_loader import load_file_from_url from modules.util import get_files_from_folder, makedirs_with_log -from modules.flags import Performance, MetadataScheme +from modules.flags import OutputFormat, Performance, MetadataScheme + def get_config_path(key, default_value): env = os.getenv(key) @@ -18,6 +20,7 @@ def get_config_path(key, default_value): else: return os.path.abspath(default_value) + config_path = get_config_path('config_path', "./config.txt") config_example_path = get_config_path('config_example_path', "config_modification_tutorial.txt") config_dict = {} @@ -94,21 +97,44 @@ def replace_config(old_key, new_key): try_load_deprecated_user_path_config() -preset = args_manager.args.preset -if isinstance(preset, str): - preset_path = os.path.abspath(f'./presets/{preset}.json') - try: - if os.path.exists(preset_path): - with open(preset_path, "r", encoding="utf-8") as json_file: - config_dict.update(json.load(json_file)) - print(f'Loaded preset: {preset_path}') - else: - raise FileNotFoundError - except Exception as e: - print(f'Load preset [{preset_path}] failed') - print(e) +def get_presets(): + preset_folder = 'presets' + presets = ['initial'] + if not os.path.exists(preset_folder): + print('No presets found.') + return presets + + return presets + [f[:f.index('.json')] for f in os.listdir(preset_folder) if f.endswith('.json')] + +def try_get_preset_content(preset): + if isinstance(preset, str): + preset_path = os.path.abspath(f'./presets/{preset}.json') + try: + if os.path.exists(preset_path): + with open(preset_path, "r", encoding="utf-8") as json_file: + json_content = json.load(json_file) + print(f'Loaded preset: {preset_path}') + return json_content + else: + raise FileNotFoundError + except Exception as e: + print(f'Load preset [{preset_path}] failed') + print(e) + return {} + + +try: + with open(os.path.abspath(f'./presets/default.json'), "r", encoding="utf-8") as json_file: + config_dict.update(json.load(json_file)) +except Exception as e: + print(f'Load default preset failed.') + print(e) + +available_presets = get_presets() +preset = args_manager.args.preset +config_dict.update(try_get_preset_content(preset)) def get_path_output() -> str: """ @@ -117,7 +143,7 @@ def get_path_output() -> str: global config_dict path_output = get_dir_or_set_default('path_outputs', '../outputs/', make_directory=True) if args_manager.args.output_path: - print(f'[CONFIG] Overriding config value path_outputs with {args_manager.args.output_path}') + print(f'Overriding config value path_outputs with {args_manager.args.output_path}') config_dict['path_outputs'] = path_output = args_manager.args.output_path return path_output @@ -176,8 +202,10 @@ def get_dir_or_set_default(key, default_value, as_array=False, make_directory=Fa path_controlnet = get_dir_or_set_default('path_controlnet', '../models/controlnet/') path_clip_vision = get_dir_or_set_default('path_clip_vision', '../models/clip_vision/') path_fooocus_expansion = get_dir_or_set_default('path_fooocus_expansion', '../models/prompt_expansion/fooocus_expansion') +path_wildcards = get_dir_or_set_default('path_wildcards', '../wildcards/') path_outputs = get_path_output() + def get_config_item_or_set_default(key, default_value, validator, disable_empty_as_none=False): global config_dict, visited_keys @@ -206,7 +234,37 @@ def get_config_item_or_set_default(key, default_value, validator, disable_empty_ return default_value -default_base_model_name = get_config_item_or_set_default( +def init_temp_path(path: str | None, default_path: str) -> str: + if args_manager.args.temp_path: + path = args_manager.args.temp_path + + if path != '' and path != default_path: + try: + if not os.path.isabs(path): + path = os.path.abspath(path) + os.makedirs(path, exist_ok=True) + print(f'Using temp path {path}') + return path + except Exception as e: + print(f'Could not create temp path {path}. Reason: {e}') + print(f'Using default temp path {default_path} instead.') + + os.makedirs(default_path, exist_ok=True) + return default_path + + +default_temp_path = os.path.join(tempfile.gettempdir(), 'fooocus') +temp_path = init_temp_path(get_config_item_or_set_default( + key='temp_path', + default_value=default_temp_path, + validator=lambda x: isinstance(x, str), +), default_temp_path) +temp_path_cleanup_on_launch = get_config_item_or_set_default( + key='temp_path_cleanup_on_launch', + default_value=True, + validator=lambda x: isinstance(x, bool) +) +default_base_model_name = default_model = get_config_item_or_set_default( key='default_model', default_value='model.safetensors', validator=lambda x: isinstance(x, str) @@ -216,7 +274,7 @@ def get_config_item_or_set_default(key, default_value, validator, disable_empty_ default_value=[], validator=lambda x: isinstance(x, list) and all(isinstance(k, str) for k in x) ) -default_refiner_model_name = get_config_item_or_set_default( +default_refiner_model_name = default_refiner = get_config_item_or_set_default( key='default_refiner', default_value='None', validator=lambda x: isinstance(x, str) @@ -240,28 +298,37 @@ def get_config_item_or_set_default(key, default_value, validator, disable_empty_ key='default_loras', default_value=[ [ + True, "None", 1.0 ], [ + True, "None", 1.0 ], [ + True, "None", 1.0 ], [ + True, "None", 1.0 ], [ + True, "None", 1.0 ] ], - validator=lambda x: isinstance(x, list) and all(len(y) == 2 and isinstance(y[0], str) and isinstance(y[1], numbers.Number) for y in x) + validator=lambda x: isinstance(x, list) and all( + len(y) == 3 and isinstance(y[0], bool) and isinstance(y[1], str) and isinstance(y[2], numbers.Number) + or len(y) == 2 and isinstance(y[0], str) and isinstance(y[1], numbers.Number) + for y in x) ) +default_loras = [(y[0], y[1], y[2]) if len(y) == 3 else (True, y[0], y[1]) for y in default_loras] default_max_lora_number = get_config_item_or_set_default( key='default_max_lora_number', default_value=len(default_loras) if isinstance(default_loras, list) and len(default_loras) > 0 else 5, @@ -326,7 +393,7 @@ def get_config_item_or_set_default(key, default_value, validator, disable_empty_ default_output_format = get_config_item_or_set_default( key='default_output_format', default_value='png', - validator=lambda x: x in modules.flags.output_formats + validator=lambda x: x in OutputFormat.list() ) default_image_number = get_config_item_or_set_default( key='default_image_number', @@ -411,29 +478,30 @@ def get_config_item_or_set_default(key, default_value, validator, disable_empty_ config_dict["default_loras"] = default_loras = default_loras[:default_max_lora_number] + [['None', 1.0] for _ in range(default_max_lora_number - len(default_loras))] -possible_preset_keys = [ - "default_model", - "default_refiner", - "default_refiner_switch", - "default_loras_min_weight", - "default_loras_max_weight", - "default_loras", - "default_max_lora_number", - "default_cfg_scale", - "default_sample_sharpness", - "default_sampler", - "default_scheduler", - "default_performance", - "default_prompt", - "default_prompt_negative", - "default_styles", - "default_aspect_ratio", - "default_save_metadata_to_images", - "checkpoint_downloads", - "embeddings_downloads", - "lora_downloads", -] - +# mapping config to meta parameter +possible_preset_keys = { + "default_model": "base_model", + "default_refiner": "refiner_model", + "default_refiner_switch": "refiner_switch", + "previous_default_models": "previous_default_models", + "default_loras_min_weight": "default_loras_min_weight", + "default_loras_max_weight": "default_loras_max_weight", + "default_loras": "", + "default_cfg_scale": "guidance_scale", + "default_sample_sharpness": "sharpness", + "default_sampler": "sampler", + "default_scheduler": "scheduler", + "default_overwrite_step": "steps", + "default_performance": "performance", + "default_prompt": "prompt", + "default_prompt_negative": "negative_prompt", + "default_styles": "styles", + "default_aspect_ratio": "resolution", + "default_save_metadata_to_images": "default_save_metadata_to_images", + "checkpoint_downloads": "checkpoint_downloads", + "embeddings_downloads": "embeddings_downloads", + "lora_downloads": "lora_downloads" +} REWRITE_PRESET = False @@ -474,21 +542,27 @@ def add_ratio(x): model_filenames = [] lora_filenames = [] +wildcard_filenames = [] + sdxl_lcm_lora = 'sdxl_lcm_lora.safetensors' +sdxl_lightning_lora = 'sdxl_lightning_4step_lora.safetensors' -def get_model_filenames(folder_paths, name_filter=None): - extensions = ['.pth', '.ckpt', '.bin', '.safetensors', '.fooocus.patch'] +def get_model_filenames(folder_paths, extensions=None, name_filter=None): + if extensions is None: + extensions = ['.pth', '.ckpt', '.bin', '.safetensors', '.fooocus.patch'] files = [] for folder in folder_paths: files += get_files_from_folder(folder, extensions, name_filter) return files -def update_all_model_names(): - global model_filenames, lora_filenames +def update_files(): + global model_filenames, lora_filenames, wildcard_filenames, available_presets model_filenames = get_model_filenames(paths_checkpoints) lora_filenames = get_model_filenames(paths_loras) + wildcard_filenames = get_files_from_folder(path_wildcards, ['.txt']) + available_presets = get_presets() return @@ -538,6 +612,14 @@ def downloading_sdxl_lcm_lora(): ) return sdxl_lcm_lora +def downloading_sdxl_lightning_lora(): + load_file_from_url( + url='https://huggingface.co/ByteDance/SDXL-Lightning/resolve/main/sdxl_lightning_4step_lora.safetensors', + model_dir=paths_loras[0], + file_name=sdxl_lightning_lora + ) + return sdxl_lightning_lora + def downloading_controlnet_canny(): load_file_from_url( @@ -604,4 +686,4 @@ def downloading_upscale_model(): return os.path.join(path_upscale_models, 'fooocus_upscaler_s409985e5.bin') -update_all_model_names() +update_files() diff --git a/modules/core.py b/modules/core.py index bfc449661..38ee8e8dc 100644 --- a/modules/core.py +++ b/modules/core.py @@ -73,14 +73,14 @@ def refresh_loras(self, loras): loras_to_load = [] - for name, weight in loras: - if name == 'None': + for filename, weight in loras: + if filename == 'None': continue - if os.path.exists(name): - lora_filename = name + if os.path.exists(filename): + lora_filename = filename else: - lora_filename = get_file_from_folder_list(name, modules.config.paths_loras) + lora_filename = get_file_from_folder_list(filename, modules.config.paths_loras) if not os.path.exists(lora_filename): print(f'Lora file not found: {lora_filename}') diff --git a/modules/default_pipeline.py b/modules/default_pipeline.py index f8edfae10..190601ecf 100644 --- a/modules/default_pipeline.py +++ b/modules/default_pipeline.py @@ -11,7 +11,7 @@ from ldm_patched.modules.model_base import SDXL, SDXLRefiner from modules.sample_hijack import clip_separate -from modules.util import get_file_from_folder_list +from modules.util import get_file_from_folder_list, get_enabled_loras model_base = core.StableDiffusionModel() @@ -254,7 +254,7 @@ def refresh_everything(refiner_model_name, base_model_name, loras, refresh_everything( refiner_model_name=modules.config.default_refiner_model_name, base_model_name=modules.config.default_base_model_name, - loras=modules.config.default_loras + loras=get_enabled_loras(modules.config.default_loras) ) diff --git a/modules/flags.py b/modules/flags.py index 6f12bc8f3..c9d13fd81 100644 --- a/modules/flags.py +++ b/modules/flags.py @@ -67,7 +67,7 @@ cn_ip: (0.5, 0.6), cn_ip_face: (0.9, 0.75), cn_canny: (0.5, 1.0), cn_cpds: (0.5, 1.0) } # stop, weight -output_formats = ['png', 'jpg', 'webp'] +output_formats = ['png', 'jpeg', 'webp'] inpaint_engine_versions = ['None', 'v1', 'v2.5', 'v2.6'] inpaint_option_default = 'Inpaint or Outpaint (default)' @@ -89,37 +89,51 @@ class MetadataScheme(Enum): (f'{MetadataScheme.A1111.value} (plain text)', MetadataScheme.A1111.value), ] -lora_count = 5 - controlnet_image_count = 4 +class OutputFormat(Enum): + PNG = 'png' + JPEG = 'jpeg' + WEBP = 'webp' + + @classmethod + def list(cls) -> list: + return list(map(lambda c: c.value, cls)) + + class Steps(IntEnum): QUALITY = 60 SPEED = 30 EXTREME_SPEED = 8 + LIGHTNING = 4 class StepsUOV(IntEnum): QUALITY = 36 SPEED = 18 EXTREME_SPEED = 8 + LIGHTNING = 4 class Performance(Enum): QUALITY = 'Quality' SPEED = 'Speed' EXTREME_SPEED = 'Extreme Speed' + LIGHTNING = 'Lightning' @classmethod def list(cls) -> list: return list(map(lambda c: c.value, cls)) + @classmethod + def has_restricted_features(cls, x) -> bool: + if isinstance(x, Performance): + x = x.value + return x in [cls.EXTREME_SPEED.value, cls.LIGHTNING.value] + def steps(self) -> int | None: return Steps[self.name].value if Steps[self.name] else None def steps_uov(self) -> int | None: return StepsUOV[self.name].value if Steps[self.name] else None - - -performance_selections = Performance.list() diff --git a/modules/gradio_hijack.py b/modules/gradio_hijack.py index 181429ec3..35df81c00 100644 --- a/modules/gradio_hijack.py +++ b/modules/gradio_hijack.py @@ -17,7 +17,7 @@ from gradio_client.serializing import ImgSerializable from PIL import Image as _Image # using _ to minimize namespace pollution -from gradio import processing_utils, utils +from gradio import processing_utils, utils, Error from gradio.components.base import IOComponent, _Keywords, Block from gradio.deprecation import warn_style_method_deprecation from gradio.events import ( @@ -275,7 +275,10 @@ def preprocess( x, mask = x["image"], x["mask"] assert isinstance(x, str) - im = processing_utils.decode_base64_to_image(x) + try: + im = processing_utils.decode_base64_to_image(x) + except PIL.UnidentifiedImageError: + raise Error("Unsupported image type in input") with warnings.catch_warnings(): warnings.simplefilter("ignore") im = im.convert(self.image_mode) diff --git a/modules/html.py b/modules/html.py index 769151a9f..25771cb9f 100644 --- a/modules/html.py +++ b/modules/html.py @@ -1,136 +1,3 @@ -css = ''' -.loader-container { - display: flex; /* Use flex to align items horizontally */ - align-items: center; /* Center items vertically within the container */ - white-space: nowrap; /* Prevent line breaks within the container */ -} - -.loader { - border: 8px solid #f3f3f3; /* Light grey */ - border-top: 8px solid #3498db; /* Blue */ - border-radius: 50%; - width: 30px; - height: 30px; - animation: spin 2s linear infinite; -} - -@keyframes spin { - 0% { transform: rotate(0deg); } - 100% { transform: rotate(360deg); } -} - -/* Style the progress bar */ -progress { - appearance: none; /* Remove default styling */ - height: 20px; /* Set the height of the progress bar */ - border-radius: 5px; /* Round the corners of the progress bar */ - background-color: #f3f3f3; /* Light grey background */ - width: 100%; -} - -/* Style the progress bar container */ -.progress-container { - margin-left: 20px; - margin-right: 20px; - flex-grow: 1; /* Allow the progress container to take up remaining space */ -} - -/* Set the color of the progress bar fill */ -progress::-webkit-progress-value { - background-color: #3498db; /* Blue color for the fill */ -} - -progress::-moz-progress-bar { - background-color: #3498db; /* Blue color for the fill in Firefox */ -} - -/* Style the text on the progress bar */ -progress::after { - content: attr(value '%'); /* Display the progress value followed by '%' */ - position: absolute; - top: 50%; - left: 50%; - transform: translate(-50%, -50%); - color: white; /* Set text color */ - font-size: 14px; /* Set font size */ -} - -/* Style other texts */ -.loader-container > span { - margin-left: 5px; /* Add spacing between the progress bar and the text */ -} - -.progress-bar > .generating { - display: none !important; -} - -.progress-bar{ - height: 30px !important; -} - -.type_row{ - height: 80px !important; -} - -.type_row_half{ - height: 32px !important; -} - -.scroll-hide{ - resize: none !important; -} - -.refresh_button{ - border: none !important; - background: none !important; - font-size: none !important; - box-shadow: none !important; -} - -.advanced_check_row{ - width: 250px !important; -} - -.min_check{ - min-width: min(1px, 100%) !important; -} - -.resizable_area { - resize: vertical; - overflow: auto !important; -} - -.aspect_ratios label { - width: 140px !important; -} - -.aspect_ratios label span { - white-space: nowrap !important; -} - -.aspect_ratios label input { - margin-left: -5px !important; -} - -.lora_enable label { - height: 100%; -} - -.lora_enable label input { - margin: auto; -} - -.lora_enable label span { - display: none; -} - -@-moz-document url-prefix() { - .lora_weight input[type=number] { - width: 80px; - } -} - -''' progress_html = '''
diff --git a/modules/launch_util.py b/modules/launch_util.py index b483d5158..370dc0489 100644 --- a/modules/launch_util.py +++ b/modules/launch_util.py @@ -1,6 +1,7 @@ import os import importlib import importlib.util +import shutil import subprocess import sys import re @@ -9,9 +10,6 @@ import packaging.version from packaging.requirements import Requirement - - - logging.getLogger("torch.distributed.nn").setLevel(logging.ERROR) # sshh... logging.getLogger("xformers").addFilter(lambda record: 'A matching Triton is not available' not in record.getMessage()) @@ -101,3 +99,19 @@ def requirements_met(requirements_file): return True + +def delete_folder_content(folder, prefix=None): + result = True + + for filename in os.listdir(folder): + file_path = os.path.join(folder, filename) + try: + if os.path.isfile(file_path) or os.path.islink(file_path): + os.unlink(file_path) + elif os.path.isdir(file_path): + shutil.rmtree(file_path) + except Exception as e: + print(f'{prefix}Failed to delete {file_path}. Reason: {e}') + result = False + + return result \ No newline at end of file diff --git a/modules/meta_parser.py b/modules/meta_parser.py index e518a9cfb..15f0ad7bc 100644 --- a/modules/meta_parser.py +++ b/modules/meta_parser.py @@ -210,9 +210,8 @@ def parse_meta_from_preset(preset_content): height = height[:height.index(" ")] preset_prepared[meta_key] = (width, height) else: - preset_prepared[meta_key] = items[settings_key] if settings_key in items and items[ - settings_key] is not None else getattr(modules.config, settings_key) - + preset_prepared[meta_key] = items[settings_key] if settings_key in items and items[settings_key] is not None else getattr(modules.config, settings_key) + if settings_key == "default_styles" or settings_key == "default_aspect_ratio": preset_prepared[meta_key] = str(preset_prepared[meta_key]) @@ -569,4 +568,4 @@ def get_exif(metadata: str | None, metadata_scheme: str): exif[0x0131] = 'Fooocus v' + fooocus_version.version # 0x927C = MakerNote exif[0x927C] = metadata_scheme - return exif \ No newline at end of file + return exif diff --git a/modules/private_logger.py b/modules/private_logger.py index 01e570a7d..edd9457d2 100644 --- a/modules/private_logger.py +++ b/modules/private_logger.py @@ -6,8 +6,9 @@ from PIL import Image from PIL.PngImagePlugin import PngInfo -from modules.util import generate_temp_filename +from modules.flags import OutputFormat from modules.meta_parser import MetadataParser, get_exif +from modules.util import generate_temp_filename log_cache = {} @@ -21,7 +22,7 @@ def get_current_html_path(output_format=None): def log(img, metadata, metadata_parser: MetadataParser | None = None, output_format=None) -> str: - path_outputs = args_manager.args.temp_path if args_manager.args.disable_image_log else modules.config.path_outputs + path_outputs = modules.config.temp_path if args_manager.args.disable_image_log else modules.config.path_outputs output_format = output_format if output_format else modules.config.default_output_format date_string, local_temp_filename, only_name = generate_temp_filename(folder=path_outputs, extension=output_format) os.makedirs(os.path.dirname(local_temp_filename), exist_ok=True) @@ -29,7 +30,7 @@ def log(img, metadata, metadata_parser: MetadataParser | None = None, output_for parsed_parameters = metadata_parser.parse_string(metadata.copy()) if metadata_parser is not None else '' image = Image.fromarray(img) - if output_format == 'png': + if output_format == OutputFormat.PNG.value: if parsed_parameters != '': pnginfo = PngInfo() pnginfo.add_text('parameters', parsed_parameters) @@ -37,9 +38,9 @@ def log(img, metadata, metadata_parser: MetadataParser | None = None, output_for else: pnginfo = None image.save(local_temp_filename, pnginfo=pnginfo) - elif output_format == 'jpg': + elif output_format == OutputFormat.JPEG.value: image.save(local_temp_filename, quality=95, optimize=True, progressive=True, exif=get_exif(parsed_parameters, metadata_parser.get_scheme().value) if metadata_parser else Image.Exif()) - elif output_format == 'webp': + elif output_format == OutputFormat.WEBP.value: image.save(local_temp_filename, quality=95, lossless=False, exif=get_exif(parsed_parameters, metadata_parser.get_scheme().value) if metadata_parser else Image.Exif()) else: image.save(local_temp_filename) diff --git a/modules/sdxl_styles.py b/modules/sdxl_styles.py index 2a310024c..77ad6b574 100644 --- a/modules/sdxl_styles.py +++ b/modules/sdxl_styles.py @@ -2,13 +2,12 @@ import re import json import math +import modules.config from modules.util import get_files_from_folder - # cannot use modules.config - validators causing circular imports styles_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '../sdxl_styles/')) -wildcards_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '../wildcards/')) wildcards_max_bfs_depth = 64 @@ -60,7 +59,7 @@ def apply_style(style, positive): return p.replace('{prompt}', positive).splitlines(), n.splitlines() -def apply_wildcards(wildcard_text, rng, directory=wildcards_path): +def apply_wildcards(wildcard_text, rng, i, read_wildcards_in_order): for _ in range(wildcards_max_bfs_depth): placeholders = re.findall(r'__([\w-]+)__', wildcard_text) if len(placeholders) == 0: @@ -69,10 +68,14 @@ def apply_wildcards(wildcard_text, rng, directory=wildcards_path): print(f'[Wildcards] processing: {wildcard_text}') for placeholder in placeholders: try: - words = open(os.path.join(directory, f'{placeholder}.txt'), encoding='utf-8').read().splitlines() + matches = [x for x in modules.config.wildcard_filenames if os.path.splitext(os.path.basename(x))[0] == placeholder] + words = open(os.path.join(modules.config.path_wildcards, matches[0]), encoding='utf-8').read().splitlines() words = [x for x in words if x != ''] assert len(words) > 0 - wildcard_text = wildcard_text.replace(f'__{placeholder}__', rng.choice(words), 1) + if read_wildcards_in_order: + wildcard_text = wildcard_text.replace(f'__{placeholder}__', words[i % len(words)], 1) + else: + wildcard_text = wildcard_text.replace(f'__{placeholder}__', rng.choice(words), 1) except: print(f'[Wildcards] Warning: {placeholder}.txt missing or empty. ' f'Using "{placeholder}" as a normal word.') @@ -82,8 +85,9 @@ def apply_wildcards(wildcard_text, rng, directory=wildcards_path): print(f'[Wildcards] BFS stack overflow. Current text: {wildcard_text}') return wildcard_text + def get_words(arrays, totalMult, index): - if(len(arrays) == 1): + if len(arrays) == 1: return [arrays[0].split(',')[index]] else: words = arrays[0].split(',') diff --git a/modules/util.py b/modules/util.py index c7923ec82..7c46d946c 100644 --- a/modules/util.py +++ b/modules/util.py @@ -163,7 +163,7 @@ def generate_temp_filename(folder='./outputs/', extension='png'): return date_string, os.path.abspath(result), filename -def get_files_from_folder(folder_path, exensions=None, name_filter=None): +def get_files_from_folder(folder_path, extensions=None, name_filter=None): if not os.path.isdir(folder_path): raise ValueError("Folder path is not a valid directory.") @@ -175,7 +175,7 @@ def get_files_from_folder(folder_path, exensions=None, name_filter=None): relative_path = "" for filename in sorted(files, key=lambda s: s.casefold()): _, file_extension = os.path.splitext(filename) - if (exensions is None or file_extension.lower() in exensions) and (name_filter is None or name_filter in _): + if (extensions is None or file_extension.lower() in extensions) and (name_filter is None or name_filter in _): path = os.path.join(relative_path, filename) filenames.append(path) @@ -360,3 +360,7 @@ def makedirs_with_log(path): os.makedirs(path, exist_ok=True) except OSError as error: print(f'Directory {path} could not be created, reason: {error}') + + +def get_enabled_loras(loras: list) -> list: + return [[lora[1], lora[2]] for lora in loras if lora[0]] diff --git a/presets/anime.json b/presets/anime.json index 8bd2813bc..6fe6e4ba9 100644 --- a/presets/anime.json +++ b/presets/anime.json @@ -4,22 +4,27 @@ "default_refiner_switch": 0.5, "default_loras": [ [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ] @@ -33,7 +38,7 @@ "default_prompt_negative": "", "default_styles": [ "Fooocus V2", - "Fooocus Negative", + "Fooocus Semi Realistic", "Fooocus Masterpiece" ], "default_aspect_ratio": "896*1152", diff --git a/presets/default.json b/presets/default.json index 7930c92f0..d02bb8a4d 100644 --- a/presets/default.json +++ b/presets/default.json @@ -4,22 +4,27 @@ "default_refiner_switch": 0.5, "default_loras": [ [ + true, "sd_xl_offset_example-lora_1.0.safetensors", 0.1 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ] diff --git a/presets/lcm.json b/presets/lcm.json index 3897f8812..6713fdd50 100644 --- a/presets/lcm.json +++ b/presets/lcm.json @@ -4,22 +4,27 @@ "default_refiner_switch": 0.5, "default_loras": [ [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ] diff --git a/presets/lightning.json b/presets/lightning.json new file mode 100644 index 000000000..d1466c10d --- /dev/null +++ b/presets/lightning.json @@ -0,0 +1,57 @@ +{ + "default_model": "juggernautXL_v8Rundiffusion.safetensors", + "default_refiner": "None", + "default_refiner_switch": 0.5, + "default_loras": [ + [ + true, + "None", + 1.0 + ], + [ + true, + "None", + 1.0 + ], + [ + true, + "None", + 1.0 + ], + [ + true, + "None", + 1.0 + ], + [ + true, + "None", + 1.0 + ] + ], + "default_cfg_scale": 4.0, + "default_sample_sharpness": 2.0, + "default_sampler": "dpmpp_2m_sde_gpu", + "default_scheduler": "karras", + "default_performance": "Lightning", + "default_prompt": "", + "default_prompt_negative": "", + "default_styles": [ + "Fooocus V2", + "Fooocus Enhance", + "Fooocus Sharp" + ], + "default_aspect_ratio": "1152*896", + "checkpoint_downloads": { + "juggernautXL_v8Rundiffusion.safetensors": "https://huggingface.co/lllyasviel/fav_models/resolve/main/fav/juggernautXL_v8Rundiffusion.safetensors" + }, + "embeddings_downloads": {}, + "lora_downloads": {}, + "previous_default_models": [ + "juggernautXL_version8Rundiffusion.safetensors", + "juggernautXL_version7Rundiffusion.safetensors", + "juggernautXL_v7Rundiffusion.safetensors", + "juggernautXL_version6Rundiffusion.safetensors", + "juggernautXL_v6Rundiffusion.safetensors" + ] +} \ No newline at end of file diff --git a/presets/realistic.json b/presets/realistic.json index 7799c96a4..6db6d0b76 100644 --- a/presets/realistic.json +++ b/presets/realistic.json @@ -1,25 +1,30 @@ { "default_model": "realisticStockPhoto_v20.safetensors", - "default_refiner": "", + "default_refiner": "None", "default_refiner_switch": 0.5, "default_loras": [ [ + true, "SDXL_FILM_PHOTOGRAPHY_STYLE_BetaV0.4.safetensors", 0.25 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ] diff --git a/presets/sai.json b/presets/sai.json index fecf047bf..918028f37 100644 --- a/presets/sai.json +++ b/presets/sai.json @@ -4,22 +4,27 @@ "default_refiner_switch": 0.75, "default_loras": [ [ + true, "sd_xl_offset_example-lora_1.0.safetensors", 0.5 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ], [ + true, "None", 1.0 ] diff --git a/readme.md b/readme.md index 0bfee5b4c..5f66e02aa 100644 --- a/readme.md +++ b/readme.md @@ -84,6 +84,10 @@ The first time you launch the software, it will automatically download models: After Fooocus 2.1.60, you will also have `run_anime.bat` and `run_realistic.bat`. They are different model presets (and require different models, but they will be automatically downloaded). [Check here for more details](https://github.com/lllyasviel/Fooocus/discussions/679). +After Fooocus 2.3.0 you can also switch presets directly in the browser. Keep in mind to add these arguments if you want to change the default behavior: +* Use `--disable-preset-selection` to disable preset selection in the browser. +* Use `--always-download-new-model` to download missing models on preset switch. Default is fallback to `previous_default_models` defined in the corresponding preset, also see terminal output. + ![image](https://github.com/lllyasviel/Fooocus/assets/19834515/d386f817-4bd7-490c-ad89-c1e228c23447) If you already have these files, you can copy them to the above locations to speed up installation. @@ -115,17 +119,21 @@ See also the common problems and troubleshoots [here](troubleshoot.md). ### Colab -(Last tested - 2023 Dec 12) +(Last tested - 2024 Mar 18 by [mashb1t](https://github.com/mashb1t)) | Colab | Info | --- | --- | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lllyasviel/Fooocus/blob/main/fooocus_colab.ipynb) | Fooocus Official -In Colab, you can modify the last line to `!python entry_with_update.py --share` or `!python entry_with_update.py --preset anime --share` or `!python entry_with_update.py --preset realistic --share` for Fooocus Default/Anime/Realistic Edition. +In Colab, you can modify the last line to `!python entry_with_update.py --share --always-high-vram` or `!python entry_with_update.py --share --always-high-vram --preset anime` or `!python entry_with_update.py --share --always-high-vram --preset realistic` for Fooocus Default/Anime/Realistic Edition. + +You can also change the preset in the UI. Please be aware that this may lead to timeouts after 60 seconds. If this is the case, please wait until the download has finished, change the preset to initial and back to the one you've selected or reload the page. Note that this Colab will disable refiner by default because Colab free's resources are relatively limited (and some "big" features like image prompt may cause free-tier Colab to disconnect). We make sure that basic text-to-image is always working on free-tier Colab. -Thanks to [camenduru](https://github.com/camenduru)! +Using `--always-high-vram` shifts resource allocation from RAM to VRAM and achieves the overall best balance between performance, flexibility and stability on the default T4 instance. Please find more information [here](https://github.com/lllyasviel/Fooocus/pull/1710#issuecomment-1989185346). + +Thanks to [camenduru](https://github.com/camenduru) for the template! ### Linux (Using Anaconda) diff --git a/sdxl_styles/samples/fooocus_semi_realistic.jpg b/sdxl_styles/samples/fooocus_semi_realistic.jpg new file mode 100644 index 000000000..b07555a7b Binary files /dev/null and b/sdxl_styles/samples/fooocus_semi_realistic.jpg differ diff --git a/sdxl_styles/sdxl_styles_fooocus.json b/sdxl_styles/sdxl_styles_fooocus.json index 81d6442e6..cf64eab44 100644 --- a/sdxl_styles/sdxl_styles_fooocus.json +++ b/sdxl_styles/sdxl_styles_fooocus.json @@ -3,6 +3,10 @@ "name": "Fooocus Enhance", "negative_prompt": "(worst quality, low quality, normal quality, lowres, low details, oversaturated, undersaturated, overexposed, underexposed, grayscale, bw, bad photo, bad photography, bad art:1.4), (watermark, signature, text font, username, error, logo, words, letters, digits, autograph, trademark, name:1.2), (blur, blurry, grainy), morbid, ugly, asymmetrical, mutated malformed, mutilated, poorly lit, bad shadow, draft, cropped, out of frame, cut off, censored, jpeg artifacts, out of focus, glitch, duplicate, (airbrushed, cartoon, anime, semi-realistic, cgi, render, blender, digital art, manga, amateur:1.3), (3D ,3D Game, 3D Game Scene, 3D Character:1.1), (bad hands, bad anatomy, bad body, bad face, bad teeth, bad arms, bad legs, deformities:1.3)" }, + { + "name": "Fooocus Semi Realistic", + "negative_prompt": "(worst quality, low quality, normal quality, lowres, low details, oversaturated, undersaturated, overexposed, underexposed, bad photo, bad photography, bad art:1.4), (watermark, signature, text font, username, error, logo, words, letters, digits, autograph, trademark, name:1.2), (blur, blurry, grainy), morbid, ugly, asymmetrical, mutated malformed, mutilated, poorly lit, bad shadow, draft, cropped, out of frame, cut off, censored, jpeg artifacts, out of focus, glitch, duplicate, (bad hands, bad anatomy, bad body, bad face, bad teeth, bad arms, bad legs, deformities:1.3)" + }, { "name": "Fooocus Sharp", "prompt": "cinematic still {prompt} . emotional, harmonious, vignette, 4k epic detailed, shot on kodak, 35mm photo, sharp focus, high budget, cinemascope, moody, epic, gorgeous, film grain, grainy", diff --git a/update_log.md b/update_log.md index 322c19c12..4e22db0a4 100644 --- a/update_log.md +++ b/update_log.md @@ -1,3 +1,14 @@ +# [2.3.0](https://github.com/lllyasviel/Fooocus/releases/tag/2.3.0) + +* Add performance "lightning" (based on [SDXL-Lightning 4 step LoRA](https://huggingface.co/ByteDance/SDXL-Lightning/blob/main/sdxl_lightning_4step_lora.safetensors)) +* Add preset selection to UI, disable with argument `--disable-preset-selection`. Use `--always-download-new-model` to download missing models on preset switch. +* Improve face swap consistency by switching later in the process to (synthetic) refiner +* Add temp path cleanup on startup +* Add support for wildcard subdirectories +* Add scrollable 2 column layout for styles for better structure +* Improve Colab resource needs for T4 instances (default), positively tested with all image prompt features +* Improve anime preset, now uses style `Fooocus Semi Realistic` instead of `Fooocus Negative` (less wet look images) + # [2.2.1](https://github.com/lllyasviel/Fooocus/releases/tag/2.2.1) * Fix some small bugs (e.g. image grid, upscale fast 2x, LoRA weight width in Firefox) diff --git a/webui.py b/webui.py index 80b1a3d8b..98780bff7 100644 --- a/webui.py +++ b/webui.py @@ -15,6 +15,7 @@ import modules.meta_parser import args_manager import copy +import launch from modules.sdxl_styles import legal_style_names from modules.private_logger import get_current_html_path @@ -28,12 +29,16 @@ def get_task(*args): return worker.AsyncTask(args=args) -def generate_clicked(task): +def generate_clicked(task: worker.AsyncTask): import ldm_patched.modules.model_management as model_management with model_management.interrupt_processing_mutex: model_management.interrupt_processing = False # outputs=[progress_html, progress_window, progress_gallery, gallery] + + if len(task.args) == 0: + return + execution_start_time = time.perf_counter() finished = False @@ -91,9 +96,7 @@ def generate_clicked(task): if isinstance(args_manager.args.preset, str): title += ' ' + args_manager.args.preset -shared.gradio_root = gr.Blocks( - title=title, - css=modules.html.css).queue() +shared.gradio_root = gr.Blocks(title=title).queue() with shared.gradio_root: currentTask = gr.State(worker.AsyncTask(args=[])) @@ -254,8 +257,13 @@ def trigger_metadata_preview(filepath): with gr.Column(scale=1, visible=modules.config.default_advanced_checkbox) as advanced_column: with gr.Tab(label='Setting'): + if not args_manager.args.disable_preset_selection: + preset_selection = gr.Radio(label='Preset', + choices=modules.config.available_presets, + value=args_manager.args.preset if args_manager.args.preset else "initial", + interactive=True) performance_selection = gr.Radio(label='Performance', - choices=modules.flags.performance_selections, + choices=flags.Performance.list(), value=modules.config.default_performance) aspect_ratios_selection = gr.Radio(label='Aspect Ratios', choices=modules.config.available_aspect_ratios, value=modules.config.default_aspect_ratio, info='width × height', @@ -263,7 +271,7 @@ def trigger_metadata_preview(filepath): image_number = gr.Slider(label='Image Number', minimum=1, maximum=modules.config.default_max_image_number, step=1, value=modules.config.default_image_number) output_format = gr.Radio(label='Output Format', - choices=modules.flags.output_formats, + choices=flags.OutputFormat.list(), value=modules.config.default_output_format) negative_prompt = gr.Textbox(label='Negative Prompt', show_label=True, placeholder="Type prompt here.", @@ -300,7 +308,7 @@ def update_history_link(): history_link = gr.HTML() shared.gradio_root.load(update_history_link, outputs=history_link, queue=False, show_progress=False) - with gr.Tab(label='Style'): + with gr.Tab(label='Style', elem_classes=['style_selections_tab']): style_sorter.try_load_sorted_styles( style_names=legal_style_names, default_selected=modules.config.default_styles) @@ -353,20 +361,20 @@ def update_history_link(): with gr.Group(): lora_ctrls = [] - for i, (n, v) in enumerate(modules.config.default_loras): + for i, (enabled, filename, weight) in enumerate(modules.config.default_loras): with gr.Row(): - lora_enabled = gr.Checkbox(label='Enable', value=True, + lora_enabled = gr.Checkbox(label='Enable', value=enabled, elem_classes=['lora_enable', 'min_check'], scale=1) lora_model = gr.Dropdown(label=f'LoRA {i + 1}', - choices=['None'] + modules.config.lora_filenames, value=n, + choices=['None'] + modules.config.lora_filenames, value=filename, elem_classes='lora_model', scale=5) lora_weight = gr.Slider(label='Weight', minimum=modules.config.default_loras_min_weight, - maximum=modules.config.default_loras_max_weight, step=0.01, value=v, + maximum=modules.config.default_loras_max_weight, step=0.01, value=weight, elem_classes='lora_weight', scale=5) lora_ctrls += [lora_enabled, lora_model, lora_weight] with gr.Row(): - model_refresh = gr.Button(label='Refresh', value='\U0001f504 Refresh All Files', variant='secondary', elem_classes='refresh_button') + refresh_files = gr.Button(label='Refresh', value='\U0001f504 Refresh All Files', variant='secondary', elem_classes='refresh_button') with gr.Tab(label='Advanced'): guidance_scale = gr.Slider(label='Guidance Scale', minimum=1.0, maximum=30.0, step=0.01, value=modules.config.default_cfg_scale, @@ -428,12 +436,13 @@ def update_history_link(): disable_preview = gr.Checkbox(label='Disable Preview', value=False, info='Disable preview during generation.') disable_intermediate_results = gr.Checkbox(label='Disable Intermediate Results', - value=modules.config.default_performance == 'Extreme Speed', - interactive=modules.config.default_performance != 'Extreme Speed', + value=modules.config.default_performance == flags.Performance.EXTREME_SPEED.value, + interactive=modules.config.default_performance != flags.Performance.EXTREME_SPEED.value, info='Disable intermediate results during generation, only show final gallery.') disable_seed_increment = gr.Checkbox(label='Disable seed increment', info='Disable automatic seed increment when image number is > 1.', value=False) + read_wildcards_in_order = gr.Checkbox(label="Read wildcards in order", value=False) if not args_manager.args.disable_metadata: save_metadata_to_images = gr.Checkbox(label='Save Metadata to Images', value=modules.config.default_save_metadata_to_images, @@ -512,24 +521,60 @@ def update_history_link(): def dev_mode_checked(r): return gr.update(visible=r) - dev_mode.change(dev_mode_checked, inputs=[dev_mode], outputs=[dev_tools], queue=False, show_progress=False) - def model_refresh_clicked(): - modules.config.update_all_model_names() + def refresh_files_clicked(): + modules.config.update_files() results = [gr.update(choices=modules.config.model_filenames)] results += [gr.update(choices=['None'] + modules.config.model_filenames)] + if not args_manager.args.disable_preset_selection: + results += [gr.update(choices=modules.config.available_presets)] for i in range(modules.config.default_max_lora_number): - results += [gr.update(interactive=True), gr.update(choices=['None'] + modules.config.lora_filenames), gr.update()] + results += [gr.update(interactive=True), + gr.update(choices=['None'] + modules.config.lora_filenames), gr.update()] return results - model_refresh.click(model_refresh_clicked, [], [base_model, refiner_model] + lora_ctrls, + refresh_files_output = [base_model, refiner_model] + if not args_manager.args.disable_preset_selection: + refresh_files_output += [preset_selection] + refresh_files.click(refresh_files_clicked, [], refresh_files_output + lora_ctrls, queue=False, show_progress=False) - performance_selection.change(lambda x: [gr.update(interactive=x != 'Extreme Speed')] * 11 + - [gr.update(visible=x != 'Extreme Speed')] * 1 + - [gr.update(interactive=x != 'Extreme Speed', value=x == 'Extreme Speed', )] * 1, + state_is_generating = gr.State(False) + + load_data_outputs = [advanced_checkbox, image_number, prompt, negative_prompt, style_selections, + performance_selection, overwrite_step, overwrite_switch, aspect_ratios_selection, + overwrite_width, overwrite_height, guidance_scale, sharpness, adm_scaler_positive, + adm_scaler_negative, adm_scaler_end, refiner_swap_method, adaptive_cfg, base_model, + refiner_model, refiner_switch, sampler_name, scheduler_name, seed_random, image_seed, + generate_button, load_parameter_button] + freeu_ctrls + lora_ctrls + + if not args_manager.args.disable_preset_selection: + def preset_selection_change(preset, is_generating): + preset_content = modules.config.try_get_preset_content(preset) if preset != 'initial' else {} + preset_prepared = modules.meta_parser.parse_meta_from_preset(preset_content) + + default_model = preset_prepared.get('base_model') + previous_default_models = preset_prepared.get('previous_default_models', []) + checkpoint_downloads = preset_prepared.get('checkpoint_downloads', {}) + embeddings_downloads = preset_prepared.get('embeddings_downloads', {}) + lora_downloads = preset_prepared.get('lora_downloads', {}) + + preset_prepared['base_model'], preset_prepared['lora_downloads'] = launch.download_models( + default_model, previous_default_models, checkpoint_downloads, embeddings_downloads, lora_downloads) + + if 'prompt' in preset_prepared and preset_prepared.get('prompt') == '': + del preset_prepared['prompt'] + + return modules.meta_parser.load_parameter_button_click(json.dumps(preset_prepared), is_generating) + + preset_selection.change(preset_selection_change, inputs=[preset_selection, state_is_generating], outputs=load_data_outputs, queue=False, show_progress=True) \ + .then(fn=style_sorter.sort_styles, inputs=style_selections, outputs=style_selections, queue=False, show_progress=False) \ + + performance_selection.change(lambda x: [gr.update(interactive=not flags.Performance.has_restricted_features(x))] * 11 + + [gr.update(visible=not flags.Performance.has_restricted_features(x))] * 1 + + [gr.update(interactive=not flags.Performance.has_restricted_features(x), value=flags.Performance.has_restricted_features(x))] * 1, inputs=performance_selection, outputs=[ guidance_scale, sharpness, adm_scaler_end, adm_scaler_positive, @@ -579,7 +624,8 @@ def inpaint_mode_change(mode): ctrls = [currentTask, generate_image_grid] ctrls += [ prompt, negative_prompt, style_selections, - performance_selection, aspect_ratios_selection, image_number, output_format, image_seed, sharpness, guidance_scale + performance_selection, aspect_ratios_selection, image_number, output_format, image_seed, + read_wildcards_in_order, sharpness, guidance_scale ] ctrls += [base_model, refiner_model, refiner_switch] + lora_ctrls @@ -601,8 +647,6 @@ def inpaint_mode_change(mode): ctrls += ip_ctrls - state_is_generating = gr.State(False) - def parse_meta(raw_prompt_txt, is_generating): loaded_json = None if is_json(raw_prompt_txt): @@ -618,13 +662,6 @@ def parse_meta(raw_prompt_txt, is_generating): prompt.input(parse_meta, inputs=[prompt, state_is_generating], outputs=[prompt, generate_button, load_parameter_button], queue=False, show_progress=False) - load_data_outputs = [advanced_checkbox, image_number, prompt, negative_prompt, style_selections, - performance_selection, overwrite_step, overwrite_switch, aspect_ratios_selection, - overwrite_width, overwrite_height, guidance_scale, sharpness, adm_scaler_positive, - adm_scaler_negative, adm_scaler_end, refiner_swap_method, adaptive_cfg, base_model, - refiner_model, refiner_switch, sampler_name, scheduler_name, seed_random, image_seed, - generate_button, load_parameter_button] + freeu_ctrls + lora_ctrls - load_parameter_button.click(modules.meta_parser.load_parameter_button_click, inputs=[prompt, state_is_generating], outputs=load_data_outputs, queue=False, show_progress=False) def trigger_metadata_import(filepath, state_is_generating): @@ -638,7 +675,6 @@ def trigger_metadata_import(filepath, state_is_generating): return modules.meta_parser.load_parameter_button_click(parsed_parameters, state_is_generating) - metadata_import_button.click(trigger_metadata_import, inputs=[metadata_input_image, state_is_generating], outputs=load_data_outputs, queue=False, show_progress=True) \ .then(style_sorter.sort_styles, inputs=style_selections, outputs=style_selections, queue=False, show_progress=False)