import gradio as gr from random import randint # Список моделей (пример) # Загрузка моделей def load_fn(models): global models_load models_load = {} for model in models: if model not in models_load.keys(): try: m = gr.load(f'models/{model}') except Exception: m = gr.Interface(lambda txt: None, ['text'], ['image']) models_load[model] = m load_fn(models) num_models = len(models) default_models = models[:num_models] # Расширение выбора моделей def extend_choices(choices): return choices + (num_models - len(choices)) * ['NA'] # Обновление изображений def update_imgbox(choices): choices_plus = extend_choices(choices) return [gr.Image(None, label=m, visible=(m != 'NA'), elem_id="custom_image") for m in choices_plus] # Генерация изображений def gen_fn(model_str, prompt): if model_str == 'NA': return None noise = str(randint(0, 9999999)) return models_load[model_str](f'{prompt} {noise}') # Создание интерфейса def make_me(): with gr.Row(): with gr.Column(scale=1): txt_input = gr.Textbox( label='Your prompt:', lines=3, elem_id="custom_textbox", placeholder="Enter your prompt" ) with gr.Row(): gen_button = gr.Button('Generate images', elem_id="custom_gen_button") stop_button = gr.Button('Stop', variant='secondary', interactive=False, elem_id="custom_stop_button") # Логика кнопок def on_generate_click(): return gen_button, stop_button.interactive(True) def on_stop_click(): return gen_button, stop_button.interactive(False) gen_button.click(on_generate_click, None, [gen_button, stop_button]) stop_button.click(on_stop_click, None, [gen_button, stop_button]) with gr.Row(): output = [gr.Image(label=m, elem_id="custom_image") for m in default_models] # Убрали tool="editor" current_models = [gr.Textbox(m, visible=False) for m in default_models] for m, o in zip(current_models, output): gen_event = gen_button.click(gen_fn, [m, txt_input], o) stop_button.click(on_stop_click, None, [gen_button, stop_button], cancels=[gen_event]) with gr.Accordion('Model selection', elem_id="custom_accordion"): model_choice = gr.CheckboxGroup( models, label=f'{num_models} models selected', value=default_models, elem_id="custom_checkbox_group" ) model_choice.change(update_imgbox, model_choice, output) model_choice.change(extend_choices, model_choice, current_models) with gr.Row(): gr.HTML("") # Кастомный CSS для интерфейса custom_css = """ body, html { overflow-y: auto; height: 100%; margin: 0; padding: 0; } .gradio-container { overflow-y: auto !important; height: 100vh; display: flex; flex-direction: column; } /* Стили для текста */ .custom_textbox { background-color: #2d343f; border: 1px solid #3b4252; color: #7f8184; padding: 10px; border-radius: 4px; width: 100%; box-sizing: border-box; } /* Стили для кнопок */ .custom_gen_button, .custom_stop_button { padding: 15px; border-radius: 4px; transition: all 0.2s; cursor: pointer; } .custom_gen_button:hover, .custom_stop_button:hover { transform: scale(1.05); } /* Стили для изображений */ .custom_image { max-width: 100%; height: auto; object-fit: contain; overflow: auto; border: 1px solid #3b4252; background-color: #2d343f; border-radius: 4px; cursor: grab; margin: 10px; } /* Стили для выбора моделей */ .custom_accordion { margin-top: 20px; border: 1px solid #3b4252; border-radius: 4px; } """ # Создание интерфейса with gr.Blocks(css=custom_css) as demo: make_me() # Очередь и запуск интерфейса с параметрами demo.queue(default_concurrency_limit=240, max_size=240) demo.launch(max_threads=400, ssr_mode=True)