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Create app.py
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app.py
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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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# If you decide to add randomness to the prompt, uncomment the next line
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# prompt += f" {randint(0, 999999999)}"
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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("Zexxxi"):
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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>zexxxi nsfw model</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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