import gradio as gr from random import randint from all_models import models models_load = {} def load_models(): global models_load for model in models: try: models_load[model] = gr.Interface.load(f'models/{model}') except Exception as error: print(f"Failed to load model {model}: {error}") models_load[model] = gr.Interface(lambda txt: None, ['text'], ['image']) load_models() num_models = len(models) default_models = models[:num_models] def extend_choices(choices): return choices + (num_models - len(choices)) * ['NA'] 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] def gen_fn(model_str, prompt): if model_str == 'NA': return None noise = str(randint(0, 99999999)) return models_load[model_str](f'{prompt} {noise}').outputs[0] def make_me(): with gr.Row(): txt_input = gr.Textbox(label='Your prompt:', lines=3, container=False, elem_id="custom_textbox", placeholder="Prompt") 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") def on_generate_click(): nonlocal gen_button, stop_button gen_button.interactive = True stop_button.interactive = True gen_button.label = 'Generating...' stop_button.label = 'Stop' def on_stop_click(): nonlocal gen_button, stop_button gen_button.interactive = False stop_button.interactive = False gen_button.label = 'Generate images' stop_button.label = 'Stopped' gen_button.click(on_generate_click, inputs=None, outputs=None) stop_button.click(on_stop_click, inputs=None, outputs=None) with gr.Row(): output = [gr.Image(label=m, min_width=250, height=250, elem_id="custom_image") for m in default_models] 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, inputs=None, outputs=[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} different models selected', value=default_models, interactive=True, 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("") custom_css = """ :root { --body-background-fill: #2d3d4f; } body { background-color: var(--body-background-fill) !important; color: #c5c6c7; margin: 0; padding: 0; font-family: Arial, sans-serif; height: 100vh; overflow-y: auto; } .gradio-container { background-color: #2d3d4f; color: #c5c6c7; padding: 20px; border-radius: 8px; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); width: 100%; max-width: 1200px; margin: 20px auto; display: block; min-height: 100vh; } .app_title { background-color: #2d3d4f; color: #c5c6c7; padding: 10px 20px; border-bottom: 1px solid #3b4252; text-align: center; font-size: 24px; font-weight: bold; width: 100%; box-sizing: border-box; margin-bottom: 20px; } .custom_textbox { background-color: #2d343f; border: 1px solid #3b4252; color: #7f8184; padding: 10px; border-radius: 4px; margin-bottom: 10px; width: 100%; box-sizing: border-box; } .custom_gen_button { background-color: #8b38ff; border: 1px solid #ffffff; color: blue; padding: 15px 32px; text-align: center; text-decoration: none; display: inline-block; font-size: 16px; margin: 4px 2px; cursor: pointer; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); transition: transform 0.2s, box-shadow 0.2s; border-radius: 4px; } .custom_gen_button:hover { transform: translateY(-2px); box-shadow: 0 6px 10px rgba(0, 0, 0, 0.3); } .custom_stop_button { background-color: #6200ea; border: 1px solid #ffffff; color: blue; padding: 15px 32px; text-align: center; text-decoration: none; display: inline-block; font-size: 16px; margin: 4px 2px; cursor: pointer; box-shadow: 0 4px 8px rgba(0, 0, 0, 0.2); transition: transform 0.2s, box-shadow 0.2s; border-radius: 4px; } .custom_stop_button:hover { transform: translateY(-2px); box-shadow: 0 6px 10px rgba(0, 0, 0, 0.3); } .custom_image { border: 1px solid #3b4252; background-color: #2d343f; border-radius: 4px; margin: 10px; max-width: 100%; box-sizing: border-box; } .custom_accordion { background-color: #2d3d4f; color: #7f8184; border: 1px solid #3b4252; border-radius: 4px; margin-top: 20px; width: 100%; box-sizing: border-box; transition: margin 0.2s ease; } .custom_accordion .gr-accordion-header { background-color: #2d3d4f; color: #7f8184; padding: 10px 20px; border-bottom: 1px solid #5b6270; cursor: pointer; font-size: 18px; font-weight: bold; height: 40px; display: flex; align-items: center; } .custom_accordion .gr-accordion-header:hover { background-color: #2d3d4f; } .custom_accordion .gr-accordion-content { padding: 10px 20px; background-color: #2d3d4f; border-top: 1px solid #5b6270; max-height: 0; overflow: hidden; transition: max-height 0.2s ease; } .custom_accordion .gr-accordion-content.open { max-height: 500px; } .custom_checkbox_group { background-color: #2d343f; border: 1px solid #3b4252; color: #7f8184; border-radius: 4px; padding: 10px; width: 100%; box-sizing: border-box; } @media (max-width: 768px) { .gradio-container { width: 100%; margin: 0; padding: 10px; } .custom_textbox,.custom_image,.custom_checkbox_group { width: 100%; box-sizing: border-box; } } """ with gr.Blocks(css=custom_css) as demo: make_me() demo.queue(concurrency_count=100) demo.launch()