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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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# Load multiple models
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model1 = gr.load("models/Lykon/dreamshaper-xl-turbo")
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model2 = gr.load("models/hakurei/waifu-diffusion")
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model3 = gr.load("models/runwayml/stable-diffusion-v1-5")
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model4 = gr.load("models/stablediffusionapi/juggernaut-xl-v5")
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model5 = gr.load("models/stabilityai/stable-diffusion-xl-base-1.0")
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# Function to switch between models
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def generate_image(model, text_input):
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return model(text_input)
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# Define the models and their names
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models = {
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"Model 1": model1,
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"Model 2": model2,
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"Model 3": model3,
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"Model 4": model4,
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"Model 5": model5
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}
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# Create a dropdown to select the model
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model_dropdown = gr.DropDown(choices=list(models.keys()), label="Select Model")
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# Create the input text box
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input_text = gr.Textbox(default="Enter text here", label="Input Text")
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# Create the output image
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output_image = gr.Image()
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# Create a function that will be called when the "Generate" button is clicked
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def generate_button_click():
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selected_model_name = model_dropdown.value
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selected_model = models[selected_model_name]
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result_image = generate_image(selected_model, input_text.value)
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output_image.image(result_image)
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# Create the interface
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iface = gr.Interface(
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fn=generate_button_click,
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inputs=[model_dropdown, input_text],
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outputs=output_image,
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)
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# Launch the interface
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iface.launch()
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