1
commited on
Commit
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25e816c
1
Parent(s):
631aa6b
Update app.py
Browse files
app.py
CHANGED
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@@ -57,51 +57,152 @@ def create_demo(
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pipeline = UNOPipeline(model_type, device, offload, only_lora=True, lora_rank=512)
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pipeline.gradio_generate = spaces.GPU(duratioin=120)(pipeline.gradio_generate)
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badges_text = r"""
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-
<div
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-
<a href="https://github.com/bytedance/UNO"><img alt="
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-
<a href="https://bytedance.github.io/UNO/"><img alt="
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<a href="https://arxiv.org/abs/2504.02160"><img alt="
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<a href="https://huggingface.co/bytedance-research/UNO"><img src="https://img.shields.io/static/v1?label=%F0%9F%A4%97%20Hugging%20Face&message=Model&color=orange"></a>
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<a href="https://huggingface.co/spaces/bytedance-research/UNO-FLUX"><img src="https://img.shields.io/static/v1?label=%F0%9F%A4%97%20Hugging%20Face&message=demo&color=orange"></a>
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</div>
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""".strip()
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with gr.Blocks() as demo:
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gr.Markdown(
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gr.Markdown(badges_text)
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with gr.Row():
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with gr.Column():
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gr.
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gr.
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"The size closer to 512 is more stable,"
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" and the higher size gives a better visual effect but is less stable"
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)
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with gr.Accordion("Advanced Options", open=False):
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with gr.Row():
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num_steps = gr.Slider(1, 50, 25, step=1, label="Number of steps")
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guidance = gr.Slider(1.0, 5.0, 4.0, step=0.1, label="Guidance", interactive=True)
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seed = gr.Number(-1, label="Seed (-1 for random)")
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generate_btn = gr.Button("Generate")
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inputs = [
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@@ -117,14 +218,16 @@ def create_demo(
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example_text = gr.Text("", visible=False, label="Case For:")
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examples = get_examples("./assets/examples")
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gr.
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return demo
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pipeline = UNOPipeline(model_type, device, offload, only_lora=True, lora_rank=512)
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pipeline.gradio_generate = spaces.GPU(duratioin=120)(pipeline.gradio_generate)
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# 自定义CSS样式
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css = """
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.gradio-container {
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font-family: 'Inter', -apple-system, BlinkMacSystemFont, sans-serif;
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}
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.main-header {
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text-align: center;
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margin-bottom: 2rem;
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background: linear-gradient(to right, #4776E6, #8E54E9);
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-webkit-background-clip: text;
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-webkit-text-fill-color: transparent;
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font-weight: 700;
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padding: 1rem 0;
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}
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.container {
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border-radius: 12px;
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box-shadow: 0 4px 20px rgba(0, 0, 0, 0.1);
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padding: 20px;
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background: white;
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margin-bottom: 1.5rem;
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}
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.input-container {
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background: rgba(245, 247, 250, 0.7);
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border-radius: 10px;
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padding: 1rem;
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margin-bottom: 1rem;
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}
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.image-grid {
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display: grid;
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grid-template-columns: repeat(auto-fill, minmax(200px, 1fr));
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gap: 10px;
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}
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.generate-btn {
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background: linear-gradient(90deg, #4776E6, #8E54E9);
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border: none;
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color: white;
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padding: 10px 20px;
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border-radius: 50px;
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font-weight: 600;
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box-shadow: 0 4px 10px rgba(0,0,0,0.1);
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transition: all 0.3s ease;
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}
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.generate-btn:hover {
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transform: translateY(-2px);
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box-shadow: 0 6px 15px rgba(0,0,0,0.15);
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}
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.badge-container {
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display: flex;
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justify-content: center;
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align-items: center;
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gap: 8px;
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flex-wrap: wrap;
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margin-bottom: 1rem;
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}
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.badge {
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display: inline-block;
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padding: 0.25rem 0.75rem;
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font-size: 0.875rem;
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font-weight: 500;
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line-height: 1.5;
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text-align: center;
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white-space: nowrap;
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vertical-align: middle;
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border-radius: 30px;
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color: white;
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background: #6c5ce7;
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text-decoration: none;
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}
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.output-container {
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background: rgba(243, 244, 246, 0.7);
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border-radius: 10px;
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padding: 1.5rem;
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}
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.slider-container label {
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font-weight: 600;
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margin-bottom: 0.5rem;
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color: #4a5568;
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}
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"""
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badges_text = r"""
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<div class="badge-container">
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<a href="https://github.com/bytedance/UNO" class="badge" style="background: #24292e;"><img alt="GitHub Stars" src="https://img.shields.io/github/stars/bytedance/UNO" style="vertical-align: middle;"></a>
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<a href="https://bytedance.github.io/UNO/" class="badge" style="background: #f1c40f; color: #333;"><img alt="Project Page" src="https://img.shields.io/badge/Project%20Page-UNO-yellow" style="vertical-align: middle;"></a>
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<a href="https://arxiv.org/abs/2504.02160" class="badge" style="background: #b31b1b;"><img alt="arXiv" src="https://img.shields.io/badge/arXiv%20paper-UNO-b31b1b.svg" style="vertical-align: middle;"></a>
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<a href="https://huggingface.co/bytedance-research/UNO" class="badge" style="background: #FF9D00;"><img src="https://img.shields.io/static/v1?label=%F0%9F%A4%97%20Hugging%20Face&message=Model&color=orange" style="vertical-align: middle;"></a>
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<a href="https://huggingface.co/spaces/bytedance-research/UNO-FLUX" class="badge" style="background: #FF9D00;"><img src="https://img.shields.io/static/v1?label=%F0%9F%A4%97%20Hugging%20Face&message=demo&color=orange" style="vertical-align: middle;"></a>
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</div>
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""".strip()
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with gr.Blocks(css=css) as demo:
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gr.Markdown("# <div class='main-header'>UNO-FLUX Image Generator</div>")
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gr.Markdown(badges_text)
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with gr.Row():
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with gr.Column(scale=3):
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with gr.Box(elem_classes="container"):
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prompt = gr.Textbox(
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label="Prompt",
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placeholder="Describe the image you want to generate...",
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value="handsome woman in the city",
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elem_classes="input-container"
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)
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gr.Markdown("### Reference Images")
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with gr.Row(elem_classes="image-grid"):
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image_prompt1 = gr.Image(label="Ref Img 1", visible=True, interactive=True, type="pil")
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image_prompt2 = gr.Image(label="Ref Img 2", visible=True, interactive=True, type="pil")
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image_prompt3 = gr.Image(label="Ref Img 3", visible=True, interactive=True, type="pil")
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image_prompt4 = gr.Image(label="Ref Img 4", visible=True, interactive=True, type="pil")
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with gr.Row():
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with gr.Column(scale=2):
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with gr.Box(elem_classes="slider-container"):
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width = gr.Slider(512, 2048, 512, step=16, label="Generation Width")
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height = gr.Slider(512, 2048, 512, step=16, label="Generation Height")
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with gr.Column(scale=1):
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gr.Markdown("<div style='background: #f8f9fa; padding: 10px; border-radius: 8px; border-left: 4px solid #4776E6;'>📌 The model was trained on 512x512 resolution.<br>Sizes closer to 512 are more stable, higher sizes give better visual effects but are less stable.</div>")
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with gr.Accordion("Advanced Options", open=False):
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with gr.Row():
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with gr.Column():
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num_steps = gr.Slider(1, 50, 25, step=1, label="Number of steps")
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with gr.Column():
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guidance = gr.Slider(1.0, 5.0, 4.0, step=0.1, label="Guidance", interactive=True)
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with gr.Column():
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seed = gr.Number(-1, label="Seed (-1 for random)")
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generate_btn = gr.Button("Generate", elem_classes="generate-btn")
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with gr.Column(scale=2):
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with gr.Box(elem_classes="output-container"):
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gr.Markdown("### Generated Result")
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output_image = gr.Image(label="Generated Image")
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download_btn = gr.File(label="Download full-resolution", type="filepath", interactive=False)
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inputs = [
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example_text = gr.Text("", visible=False, label="Case For:")
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examples = get_examples("./assets/examples")
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with gr.Box(elem_classes="container"):
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gr.Markdown("### <div style='text-align: center; margin-bottom: 1rem;'>Examples</div>")
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gr.Examples(
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examples=examples,
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inputs=[
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example_text, prompt,
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image_prompt1, image_prompt2, image_prompt3, image_prompt4,
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seed, output_image
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],
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)
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return demo
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