Update app.py
Browse files
app.py
CHANGED
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@@ -110,76 +110,117 @@ function refresh() {
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"""
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with gr.Blocks(
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gr.HTML("")
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with gr.Tab('6 Models'):
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with gr.Column(scale=2):
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with gr.Group():
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txt_input = gr.Textbox(label='Your prompt:', value=preSetPrompt, lines=3, autofocus=1)
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neg_input = gr.Textbox(label='Negative prompt:', value=negPreSetPrompt, lines=1)
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with gr.Accordion("Advanced", open=False):
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gr.
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with gr.Column(scale=2):
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gallery = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
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model_choice2 = gr.Dropdown(models, label='Choose model', value=models[0])
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txt_input2 = gr.Textbox(label='Your prompt:', value=preSetPrompt, lines=3, autofocus=1)
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neg_input2 = gr.Textbox(label='Negative prompt:', value=negPreSetPrompt, lines=1)
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num_images = gr.Slider(1, max_images, value=max_images, step=1, label='Number of images')
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gen_button2 = gr.Button('Let the machine hallucinate', variant='primary', scale=2)
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output2 = [gr.Image(label='', show_download_button=True, elem_classes="output", interactive=False, width=112, height=112, format="png", show_share_button=False) for _ in range(max_images)]
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with gr.Column(scale=2):
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gallery2 = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery", interactive=False, show_share_button=True, format="png", preview=True, object_fit="cover", columns=2, rows=2)
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for i, o in enumerate(output2):
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# Change visibility based on num_images
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num_images.change(
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lambda num_images, i=i: gr.update(visible=(i < num_images)), # `i` corresponds to the index of the image
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[num_images], # Only num_images needs to be an input
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o, # Outputs the updated visibility of the image `o`
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queue=False
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)
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# Image generation function
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gen_event2 = gr.on(
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triggers=[gen_button2.click, txt_input2.submit],
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fn=gen_fn,
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inputs=[i, num_images, model_choice2, txt_input2, neg_input2, height, width, steps, cfg, seed],
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outputs=[o]
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)
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# Update gallery when a new image is generated
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o.change(add_gallery, [o, model_choice2, gallery2], [gallery2])
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gr.Markdown("")
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demo.launch(show_api=False, max_threads=400)
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}
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"""
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with gr.Blocks(fill_width=True, css=CSS) as demo:
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gr.HTML("")
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with gr.Tab('6 Models'):
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with gr.Column(scale=2):
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with gr.Group():
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txt_input = gr.Textbox(label='Your prompt:', value=preSetPrompt, lines=3, autofocus=1)
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neg_input = gr.Textbox(label='Negative prompt:', value=negPreSetPrompt, lines=1)
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with gr.Accordion("Advanced", open=False, visible=True):
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with gr.Row():
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width = gr.Slider(label="Width", info="If 0, the default value is used.", maximum=1216, step=32, value=0)
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height = gr.Slider(label="Height", info="If 0, the default value is used.", maximum=1216, step=32, value=0)
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with gr.Row():
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steps = gr.Slider(label="Number of inference steps", info="If 0, the default value is used.", maximum=100, step=1, value=0)
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cfg = gr.Slider(label="Guidance scale", info="If 0, the default value is used.", maximum=30.0, step=0.1, value=0)
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seed = gr.Slider(label="Seed", info="Randomize Seed if -1.", minimum=-1, maximum=MAX_SEED, step=1, value=-1)
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seed_rand = gr.Button("Randomize Seed 🎲", size="sm", variant="secondary")
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seed_rand.click(randomize_seed, None, [seed], queue=False)
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with gr.Row():
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gen_button = gr.Button(f'Generate up to {int(num_models)} images', variant='primary', scale=3)
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random_button = gr.Button(f'Randomize Models', variant='secondary', scale=1)
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gr.Markdown("", elem_classes="guide")
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with gr.Column(scale=1):
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with gr.Group():
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with gr.Row():
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output = [gr.Image(label=m, show_download_button=True, elem_classes="output",
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interactive=False, width=112, height=112, show_share_button=False, format="png",
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visible=True) for m in default_models]
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current_models = [gr.Textbox(m, visible=False) for m in default_models]
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with gr.Column(scale=2):
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gallery = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
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interactive=False, show_share_button=False, container=True, format="png",
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preview=True, object_fit="cover", columns=2, rows=2)
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# Inside the `gr.Blocks` context where the components are defined:
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for i, o in enumerate(output):
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# Ensure event handler is inside `gr.Blocks`
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num_images.change(
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lambda num_images, i=i: gr.update(visible=(i < num_images)), # `i` corresponds to the index of the image
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[num_images], # Only num_images needs to be an input
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o, # Outputs the updated visibility of the image `o`
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queue=False
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)
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# Image generation function
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gen_event2 = gr.on(
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triggers=[gen_button.click, txt_input.submit],
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fn=gen_fn,
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inputs=[i, num_images, model_choice2, txt_input, neg_input, height, width, steps, cfg, seed],
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outputs=[o]
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)
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# Update gallery when a new image is generated
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o.change(add_gallery, [o, model_choice2, gallery], [gallery])
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# Model selection and updating outputs
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with gr.Column(scale=4):
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with gr.Accordion('Model selection'):
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model_choice = gr.CheckboxGroup(models, label=f'Choose up to {int(num_models)} different models from the {len(models)} available!', value=default_models, interactive=True)
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model_choice.change(update_imgbox, model_choice, output)
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model_choice.change(extend_choices, model_choice, current_models)
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random_button.click(random_choices, None, model_choice)
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# Single model section
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with gr.Tab('Single model'):
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with gr.Column(scale=2):
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model_choice2 = gr.Dropdown(models, label='Choose model', value=models[0])
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with gr.Group():
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txt_input2 = gr.Textbox(label='Your prompt:', value=preSetPrompt, lines=3, autofocus=1)
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neg_input2 = gr.Textbox(label='Negative prompt:', value=negPreSetPrompt, lines=1)
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with gr.Accordion("Advanced", open=False, visible=True):
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with gr.Row():
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width2 = gr.Slider(label="Width", info="If 0, the default value is used.", maximum=1216, step=32, value=0)
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height2 = gr.Slider(label="Height", info="If 0, the default value is used.", maximum=1216, step=32, value=0)
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with gr.Row():
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steps2 = gr.Slider(label="Number of inference steps", info="If 0, the default value is used.", maximum=100, step=1, value=0)
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cfg2 = gr.Slider(label="Guidance scale", info="If 0, the default value is used.", maximum=30.0, step=0.1, value=0)
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seed2 = gr.Slider(label="Seed", info="Randomize Seed if -1.", minimum=-1, maximum=MAX_SEED, step=1, value=-1)
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seed_rand2 = gr.Button("Randomize Seed", size="sm", variant="secondary")
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seed_rand2.click(randomize_seed, None, [seed2], queue=False)
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num_images2 = gr.Slider(1, max_images, value=max_images, step=1, label='Number of images')
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with gr.Row():
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gen_button2 = gr.Button('Let the machine hallucinate', variant='primary', scale=2)
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with gr.Column(scale=1):
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with gr.Group():
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with gr.Row():
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output2 = [gr.Image(label='', show_download_button=True, elem_classes="output",
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interactive=False, width=112, height=112, visible=True, format="png",
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show_share_button=False, show_label=False) for _ in range(max_images)]
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with gr.Column(scale=2):
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gallery2 = gr.Gallery(label="Output", show_download_button=True, elem_classes="gallery",
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interactive=False, show_share_button=True, container=True, format="png",
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preview=True, object_fit="cover", columns=2, rows=2)
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for i, o in enumerate(output2):
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img_i = gr.Number(i, visible=False)
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num_images2.change(lambda i, n: gr.update(visible=(i < n)), [img_i, num_images2], o, queue=False)
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gen_event2 = gr.on(
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triggers=[gen_button2.click, txt_input2.submit],
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fn=gen_fn,
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inputs=[img_i, num_images2, model_choice2, txt_input2, neg_input2, height2, width2, steps2, cfg2, seed2],
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outputs=[o]
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)
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o.change(add_gallery, [o, model_choice2, gallery2], [gallery2])
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demo.launch(show_api=False, max_threads=400)
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