from top to bottom (#1)
Browse files- from top to bottom (6c0620c4136532c023563ac84671d3bcb70eb7d0)
Co-authored-by: Rico Ardiansyah <[email protected]>
app.py
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import gradio as gr
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from model import models
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from multit2i import (
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load_models,
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infer_multi,
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infer_multi_random,
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save_gallery_images,
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change_model,
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get_model_info_md,
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loaded_models,
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get_positive_prefix,
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get_positive_suffix,
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get_negative_prefix,
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get_negative_suffix,
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get_recom_prompt_type,
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set_recom_prompt_preset,
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get_tag_type,
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)
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load_models(models, 5)
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#load_models(models, 20) # Fetching 20 models at the same time. default: 5
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css = """
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#model_info { text-align: center; }
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"""
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with gr.Blocks(theme="NoCrypt/miku@>=1.2.2", css=css) as demo:
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with gr.Column():
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with gr.Accordion("
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with gr.Accordion("
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["
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["
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["
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import gradio as gr
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from model import models
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from multit2i import (
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load_models,
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infer_multi,
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infer_multi_random,
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save_gallery_images,
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change_model,
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get_model_info_md,
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loaded_models,
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get_positive_prefix,
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get_positive_suffix,
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get_negative_prefix,
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get_negative_suffix,
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get_recom_prompt_type,
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set_recom_prompt_preset,
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get_tag_type,
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)
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load_models(models, 5)
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#load_models(models, 20) # Fetching 20 models at the same time. default: 5
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css = """
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#model_info { text-align: center; }
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"""
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with gr.Blocks(theme="NoCrypt/miku@>=1.2.2", css=css) as demo:
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with gr.Column():
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with gr.Accordion("Model", open=True):
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model_name = gr.Dropdown(label="Select Model", show_label=False, choices=list(loaded_models.keys()), value=list(loaded_models.keys())[0], allow_custom_value=True)
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model_info = gr.Markdown(value=get_model_info_md(list(loaded_models.keys())[0]), elem_id="model_info")
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with gr.Group():
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clear_prompt = gr.Button(value="Clear Prompt ποΈ", size="sm", scale=1)
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prompt = gr.Text(label="Prompt", lines=1, max_lines=8, placeholder="1girl, solo, ...", show_copy_button=True)
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neg_prompt = gr.Text(label="Negative Prompt", lines=1, max_lines=8, placeholder="", visible=False)
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with gr.Accordion("Recommended Prompt", open=False):
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recom_prompt_preset = gr.Radio(label="Set Presets", choices=get_recom_prompt_type(), value="Common")
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with gr.Row():
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positive_prefix = gr.CheckboxGroup(label="Use Positive Prefix", choices=get_positive_prefix(), value=[])
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positive_suffix = gr.CheckboxGroup(label="Use Positive Suffix", choices=get_positive_suffix(), value=["Common"])
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negative_prefix = gr.CheckboxGroup(label="Use Negative Prefix", choices=get_negative_prefix(), value=[], visible=False)
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negative_suffix = gr.CheckboxGroup(label="Use Negative Suffix", choices=get_negative_suffix(), value=["Common"], visible=False)
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with gr.Row():
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run_button = gr.Button("Generate Image", scale=6)
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random_button = gr.Button("Random Model π²", scale=3)
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image_num = gr.Number(label="Count", minimum=1, maximum=16, value=1, step=1, interactive=True, scale=1)
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results = gr.Gallery(label="Gallery", interactive=False, show_download_button=True, show_share_button=False,
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container=True, format="png", object_fit="contain")
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image_files = gr.Files(label="Download", interactive=False)
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clear_results = gr.Button("Clear Gallery / Download")
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examples = gr.Examples(
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examples = [
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["souryuu asuka langley, 1girl, neon genesis evangelion, plugsuit, pilot suit, red bodysuit, sitting, crossing legs, black eye patch, cat hat, throne, symmetrical, looking down, from bottom, looking at viewer, outdoors"],
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["sailor moon, magical girl transformation, sparkles and ribbons, soft pastel colors, crescent moon motif, starry night sky background, shoujo manga style"],
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["kafuu chino, 1girl, solo"],
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["1girl"],
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["beautiful sunset"],
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],
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inputs=[prompt],
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)
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gr.Markdown(
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f"""This demo was created in reference to the following demos.
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- [Nymbo/Flood](https://huggingface.co/spaces/Nymbo/Flood).
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- [Yntec/ToyWorldXL](https://huggingface.co/spaces/Yntec/ToyWorldXL).
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"""
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)
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gr.DuplicateButton(value="Duplicate Space")
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model_name.change(change_model, [model_name], [model_info], queue=False, show_api=False)
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gr.on(
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triggers=[run_button.click, prompt.submit],
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fn=infer_multi,
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inputs=[prompt, neg_prompt, results, image_num, model_name,
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positive_prefix, positive_suffix, negative_prefix, negative_suffix],
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outputs=[results],
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queue=True,
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trigger_mode="multiple",
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concurrency_limit=5,
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show_progress="full",
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show_api=True,
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).then(save_gallery_images, [results], [results, image_files], queue=False, show_api=False)
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gr.on(
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triggers=[random_button.click],
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fn=infer_multi_random,
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inputs=[prompt, neg_prompt, results, image_num,
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positive_prefix, positive_suffix, negative_prefix, negative_suffix],
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outputs=[results],
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queue=True,
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trigger_mode="multiple",
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concurrency_limit=5,
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show_progress="full",
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show_api=True,
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).then(save_gallery_images, [results], [results, image_files], queue=False, show_api=False)
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clear_prompt.click(lambda: None, None, [prompt], queue=False, show_api=False)
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clear_results.click(lambda: (None, None), None, [results, image_files], queue=False, show_api=False)
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recom_prompt_preset.change(set_recom_prompt_preset, [recom_prompt_preset],
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[positive_prefix, positive_suffix, negative_prefix, negative_suffix], queue=False, show_api=False)
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demo.queue()
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demo.launch()
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