Update app.py
Browse files
app.py
CHANGED
@@ -460,119 +460,127 @@ def cleanup(request: gr.Request):
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shutil.rmtree(d2, ignore_errors=True)
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if __name__ == "__main__":
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with gr.Blocks() as demo:
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session_state = gr.State()
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demo.load(start_session, outputs=[session_state])
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indices_state = gr.State([0, 1])
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gr.
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with gr.
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with gr.
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for i in range(num_inputs):
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image, caption, face_btn, det_btn, vlm_btn, accordion_state, accordion, id_ip_checkbox = create_image_input(i, open=i<2, indices_state=indices_state)
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images.append(image)
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idip_checkboxes.append(id_ip_checkbox)
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captions.append(caption)
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face_btns.append(face_btn)
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det_btns.append(det_btn)
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vlm_btns.append(vlm_btn)
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accordion_states.append(accordion_state)
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accordions.append(accordion)
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prompt = gr.Textbox(label="Prompt", value="")
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gen_btn = gr.Button("Generate", variant="primary")
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with gr.Accordion("Advanced Settings", open=False):
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with gr.Row():
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target_height = gr.Slider(512, 1024, step=128, value=768, label="Generated Height", info="")
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target_width = gr.Slider(512, 1024, step=128, value=768, label="Generated Width", info="")
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cond_size = gr.Slider(256, 384, step=128, value=256, label="Condition Size", info="")
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with gr.Row():
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weight_id = gr.Slider(0.1, 5, step=0.1, value=3, label="weight_id")
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weight_ip = gr.Slider(0.1, 5, step=0.1, value=5, label="weight_ip")
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with gr.Row():
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ip_scale_str = gr.Slider(0.5, 1.5, step=0.01, value=0.85, label="latent_lora_scale")
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vae_lora_scale = gr.Slider(0.5, 1.5, step=0.01, value=1.3, label="vae_lora_scale")
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with gr.Row():
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vae_skip_iter_s1 = gr.Slider(0, 1, step=0.01, value=0.05, label="vae_skip_iter_before")
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vae_skip_iter_s2 = gr.Slider(0, 1, step=0.01, value=0.8, label="vae_skip_iter_after")
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with gr.Row():
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vae_skip_iter = gr.Textbox(
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value="0-0.05:1,0.8-1:1",
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label="vae_skip_iter",
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interactive=False, visible=False
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)
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vae_skip_iter_s1.change(
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lambda s1, s2: f"0-{s1}:1,{s2}-1:1",
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inputs=[vae_skip_iter_s1, vae_skip_iter_s2],
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outputs=vae_skip_iter
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)
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vae_skip_iter_s2.change(
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lambda s1, s2: f"0-{s1}:1,{s2}-1:1",
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inputs=[vae_skip_iter_s1, vae_skip_iter_s2],
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outputs=vae_skip_iter
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)
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value="
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label="
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outputs=vae_lora_scale_str
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)
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lambda
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inputs=
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outputs=
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)
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double_attention = gr.Checkbox(value=False, label="Double Attention", visible=False)
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single_attention = gr.Checkbox(value=True, label="Single Attention", visible=False)
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seed = gr.Number(value=42, label="Seed", info="")
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gen_btn.click(
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generate_image,
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shutil.rmtree(d2, ignore_errors=True)
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css = """
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#col-container {
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margin: 0 auto;
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max-width: 1024px;
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}
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"""
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if __name__ == "__main__":
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with gr.Blocks(css=css) as demo:
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session_state = gr.State()
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demo.load(start_session, outputs=[session_state])
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indices_state = gr.State([0, 1])
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with gr.Column(elem_id="col-container"):
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gr.Markdown("### XVerse Demo")
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with gr.Row():
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with gr.Column():
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with gr.Row():
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for i in range(num_inputs):
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image, caption, face_btn, det_btn, vlm_btn, accordion_state, accordion, id_ip_checkbox = create_image_input(i, open=i<2, indices_state=indices_state)
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images.append(image)
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idip_checkboxes.append(id_ip_checkbox)
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captions.append(caption)
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face_btns.append(face_btn)
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det_btns.append(det_btn)
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vlm_btns.append(vlm_btn)
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accordion_states.append(accordion_state)
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accordions.append(accordion)
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prompt = gr.Textbox(label="Prompt", value="")
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gen_btn = gr.Button("Generate", variant="primary")
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with gr.Accordion("Advanced Settings", open=False):
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with gr.Row():
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target_height = gr.Slider(512, 1024, step=128, value=768, label="Generated Height", info="")
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target_width = gr.Slider(512, 1024, step=128, value=768, label="Generated Width", info="")
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cond_size = gr.Slider(256, 384, step=128, value=256, label="Condition Size", info="")
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with gr.Row():
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weight_id = gr.Slider(0.1, 5, step=0.1, value=3, label="weight_id")
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weight_ip = gr.Slider(0.1, 5, step=0.1, value=5, label="weight_ip")
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with gr.Row():
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ip_scale_str = gr.Slider(0.5, 1.5, step=0.01, value=0.85, label="latent_lora_scale")
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vae_lora_scale = gr.Slider(0.5, 1.5, step=0.01, value=1.3, label="vae_lora_scale")
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with gr.Row():
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vae_skip_iter_s1 = gr.Slider(0, 1, step=0.01, value=0.05, label="vae_skip_iter_before")
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vae_skip_iter_s2 = gr.Slider(0, 1, step=0.01, value=0.8, label="vae_skip_iter_after")
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with gr.Row():
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weight_id_ip_str = gr.Textbox(
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value="0-1:1/3/5",
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label="weight_id_ip_str",
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interactive=False, visible=False
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)
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weight_id.change(
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lambda s1, s2: f"0-1:1/{s1}/{s2}",
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inputs=[weight_id, weight_ip],
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outputs=weight_id_ip_str
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)
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weight_ip.change(
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lambda s1, s2: f"0-1:1/{s1}/{s2}",
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inputs=[weight_id, weight_ip],
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outputs=weight_id_ip_str
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)
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vae_skip_iter = gr.Textbox(
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value="0-0.05:1,0.8-1:1",
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label="vae_skip_iter",
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interactive=False, visible=False
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)
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vae_skip_iter_s1.change(
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lambda s1, s2: f"0-{s1}:1,{s2}-1:1",
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inputs=[vae_skip_iter_s1, vae_skip_iter_s2],
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outputs=vae_skip_iter
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)
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vae_skip_iter_s2.change(
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lambda s1, s2: f"0-{s1}:1,{s2}-1:1",
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inputs=[vae_skip_iter_s1, vae_skip_iter_s2],
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outputs=vae_skip_iter
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)
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with gr.Row():
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db_latent_lora_scale_str = gr.Textbox(
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value="0-1:0.85",
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label="db_latent_lora_scale_str",
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interactive=False, visible=False
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)
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sb_latent_lora_scale_str = gr.Textbox(
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value="0-1:0.85",
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label="sb_latent_lora_scale_str",
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interactive=False, visible=False
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)
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vae_lora_scale_str = gr.Textbox(
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value="0-1:1.3",
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label="vae_lora_scale_str",
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interactive=False, visible=False
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)
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vae_lora_scale.change(
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lambda s: f"0-1:{s}",
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inputs=vae_lora_scale,
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outputs=vae_lora_scale_str
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)
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ip_scale_str.change(
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lambda s: [f"0-1:{s}", f"0-1:{s}"],
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inputs=ip_scale_str,
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outputs=[db_latent_lora_scale_str, sb_latent_lora_scale_str]
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)
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with gr.Row():
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double_attention = gr.Checkbox(value=False, label="Double Attention", visible=False)
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single_attention = gr.Checkbox(value=True, label="Single Attention", visible=False)
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clear_btn = gr.Button("Clear Images")
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with gr.Column():
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output = gr.Image(label="Result")
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seed = gr.Number(value=42, label="Seed", info="")
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gen_btn.click(
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generate_image,
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