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