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import gradio as gr |
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import os |
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import argparse |
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from dreambooth_gui import dreambooth_tab |
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from finetune_gui import finetune_tab |
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from textual_inversion_gui import ti_tab |
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from library.utilities import utilities_tab |
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from lora_gui import lora_tab |
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from library.class_lora_tab import LoRATools |
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import os |
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from library.custom_logging import setup_logging |
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log = setup_logging() |
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def UI(**kwargs): |
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css = '' |
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headless = kwargs.get('headless', False) |
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log.info(f'headless: {headless}') |
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if os.path.exists('./style.css'): |
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with open(os.path.join('./style.css'), 'r', encoding='utf8') as file: |
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log.info('Load CSS...') |
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css += file.read() + '\n' |
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if os.path.exists('./.release'): |
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with open(os.path.join('./.release'), 'r', encoding='utf8') as file: |
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release = file.read() |
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if os.path.exists('./README.md'): |
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with open(os.path.join('./README.md'), 'r', encoding='utf8') as file: |
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README = file.read() |
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interface = gr.Blocks( |
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css=css, title=f'Kohya_ss GUI {release}', theme=gr.themes.Default() |
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) |
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with interface: |
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with gr.Tab('Dreambooth'): |
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( |
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train_data_dir_input, |
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reg_data_dir_input, |
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output_dir_input, |
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logging_dir_input, |
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) = dreambooth_tab(headless=headless) |
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with gr.Tab('LoRA'): |
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lora_tab(headless=headless) |
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with gr.Tab('Textual Inversion'): |
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ti_tab(headless=headless) |
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with gr.Tab('Finetuning'): |
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finetune_tab(headless=headless) |
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with gr.Tab('Utilities'): |
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utilities_tab( |
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train_data_dir_input=train_data_dir_input, |
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reg_data_dir_input=reg_data_dir_input, |
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output_dir_input=output_dir_input, |
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logging_dir_input=logging_dir_input, |
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enable_copy_info_button=True, |
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headless=headless, |
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) |
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with gr.Tab('LoRA'): |
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_ = LoRATools(headless=headless) |
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with gr.Tab('About'): |
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gr.Markdown(f'kohya_ss GUI release {release}') |
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with gr.Tab('README'): |
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gr.Markdown(README) |
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htmlStr = f""" |
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<html> |
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<body> |
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<div class="ver-class">{release}</div> |
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</body> |
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</html> |
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""" |
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gr.HTML(htmlStr) |
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launch_kwargs = {} |
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username = kwargs.get('username') |
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password = kwargs.get('password') |
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server_port = kwargs.get('server_port', 0) |
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inbrowser = kwargs.get('inbrowser', False) |
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share = kwargs.get('share', False) |
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server_name = kwargs.get('listen') |
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launch_kwargs['server_name'] = server_name |
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if username and password: |
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launch_kwargs['auth'] = (username, password) |
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if server_port > 0: |
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launch_kwargs['server_port'] = server_port |
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if inbrowser: |
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launch_kwargs['inbrowser'] = inbrowser |
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if share: |
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launch_kwargs['share'] = share |
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interface.launch(**launch_kwargs) |
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if __name__ == '__main__': |
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parser = argparse.ArgumentParser() |
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parser.add_argument( |
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'--listen', |
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type=str, |
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default='127.0.0.1', |
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help='IP to listen on for connections to Gradio', |
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) |
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parser.add_argument( |
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'--username', type=str, default='', help='Username for authentication' |
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) |
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parser.add_argument( |
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'--password', type=str, default='', help='Password for authentication' |
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) |
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parser.add_argument( |
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'--server_port', |
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type=int, |
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default=0, |
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help='Port to run the server listener on', |
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) |
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parser.add_argument( |
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'--inbrowser', action='store_true', help='Open in browser' |
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) |
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parser.add_argument( |
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'--share', action='store_true', help='Share the gradio UI' |
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) |
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parser.add_argument( |
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'--headless', action='store_true', help='Is the server headless' |
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) |
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args = parser.parse_args() |
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UI( |
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username=args.username, |
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password=args.password, |
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inbrowser=args.inbrowser, |
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server_port=args.server_port, |
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share=args.share, |
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listen=args.listen, |
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headless=args.headless, |
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) |
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