umang1993 commited on
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9630c4c
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1 Parent(s): c70abe1

Create app.py

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  1. app.py +62 -0
app.py ADDED
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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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+
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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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+
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+ models_load = load_models(models)
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+
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+ num_models = 6
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+ default_models = models[:num_models]
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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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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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+
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+ demo.queue(concurrency_count=200)
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+ demo.launch()