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import gradio as gr |
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from random import randint |
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from all_models import models |
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def load_models(model_names): |
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loaded_models = {} |
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for model_name in model_names: |
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try: |
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model = gr.load(f'models/{model_name}') |
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except Exception: |
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model = gr.Interface(lambda txt: "Model load error", inputs=["text"], outputs=["image"]) |
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loaded_models[model_name] = model |
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return loaded_models |
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models_load = load_models(models) |
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num_models = 6 |
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default_models = models[:num_models] |
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def extend_choices(choices, num_models=6): |
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return choices + ['NA'] * (num_models - len(choices)) |
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def update_image_boxes(choices): |
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extended_choices = extend_choices(choices) |
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return [gr.Image(label=model, visible=(model != 'NA')) for model in extended_choices] |
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def generate_image(model_name, prompt): |
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if model_name == 'NA': |
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return None |
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return models_load[model_name](prompt) |
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with gr.Blocks() as demo: |
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with gr.Tab("The Dream"): |
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txt_input = gr.Textbox(label="Your prompt:", lines=4).style(container=False, min_width=1200) |
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gen_button = gr.Button("Generate up to 6 images") |
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stop_button = gr.Button("Stop", variant="secondary") |
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gen_button.click(lambda _: gr.update(interactive=True), None, stop_button) |
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with gr.Row(): |
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output_images = [gr.Image(label=model, min_width=480) for model in default_models] |
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model_textboxes = [gr.Textbox(model, visible=False) for model in default_models] |
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for model_textbox, output_image in zip(model_textboxes, output_images): |
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gen_event = gen_button.click(generate_image, [model_textbox, txt_input], output_image) |
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stop_button.click(lambda _: gr.update(interactive=False), None, stop_button, cancels=[gen_event]) |
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with gr.Accordion("Model selection"): |
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model_choice = gr.CheckboxGroup(choices=models, label=f"Choose up to {num_models} models from the 686 available!", value=default_models, multiselect=True, max_choices=num_models, interactive=True) |
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model_choice.change(update_image_boxes, model_choice, output_images) |
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model_choice.change(lambda choices: extend_choices(choices, num_models), model_choice, model_textboxes) |
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with gr.Row(): |
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gr.HTML(""" |
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<div class="footer"> |
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<p>Based on spaces by derwahnsinn, RdnUser77, and the Omnibus Maximum Multiplier!</p> |
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</div> |
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""") |
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demo.queue(concurrency_count=200) |
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demo.launch() |
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