Spaces:
Running
Running
Update app-backup.py
Browse files- app-backup.py +338 -134
app-backup.py
CHANGED
@@ -522,12 +522,48 @@ def update_history(new_image, history):
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history.insert(0, new_image)
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return history
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css = '''
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#gen_btn{height: 100%}
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#title{text-align: center}
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#title h1{font-size: 3em; display:inline-flex; align-items:center}
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#title img{width: 100px; margin-right: 0.25em}
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#gallery .grid-wrap{height: 5vh}
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#lora_list{background: var(--block-background-fill);padding: 0 1em .3em; font-size: 90%}
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.custom_lora_card{margin-bottom: 1em}
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.card_internal{display: flex;height: 100px;margin-top: .5em}
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@@ -543,160 +579,328 @@ css = '''
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#custom_lora_btn{margin-top: auto;margin-bottom: 11px}
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#random_btn{font-size: 300%}
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#component-11{align-self: stretch;}
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'''
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-
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loras_state = gr.State(loras)
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selected_indices = gr.State([])
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gr.Markdown(
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"""
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# MixGen3: 멀티 Lora(이미지 학습) 통합 생성 모델
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### 사용 안내:
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2) 프롬프트에 한글 또는 영문으로 원하는 내용을 입력
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3) Generate 버튼 실행
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### Contacts: arxivgpt@gmail.com
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"""
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)
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with gr.Row():
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with gr.Column(scale=3):
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prompt = gr.Textbox(label="Prompt", lines=1, placeholder="Type a prompt after selecting a LoRA")
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with gr.Column(scale=1):
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generate_button = gr.Button("Generate", variant="primary", elem_classes=["button_total"])
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with gr.Row(elem_id="loaded_loras"):
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with gr.Column(scale=1, min_width=25):
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randomize_button = gr.Button("🎲", variant="secondary", scale=1, elem_id="random_btn")
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with gr.Column(scale=8):
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with gr.Row():
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with gr.Column(scale=0, min_width=50):
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lora_image_1 = gr.Image(label="LoRA 1 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
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with gr.Column(scale=3, min_width=100):
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selected_info_1 = gr.Markdown("Select a LoRA 1")
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with gr.Column(scale=5, min_width=50):
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lora_scale_1 = gr.Slider(label="LoRA 1 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
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with gr.Row():
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remove_button_1 = gr.Button("Remove", size="sm")
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with gr.Column(scale=8):
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with gr.Row():
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with gr.Column(scale=0, min_width=50):
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lora_image_2 = gr.Image(label="LoRA 2 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
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with gr.Column(scale=3, min_width=100):
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selected_info_2 = gr.Markdown("Select a LoRA 2")
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with gr.Column(scale=5, min_width=50):
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lora_scale_2 = gr.Slider(label="LoRA 2 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
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with gr.Row():
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remove_button_2 = gr.Button("Remove", size="sm")
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with gr.Column(scale=8):
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with gr.Row():
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with gr.Column(scale=0, min_width=50):
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lora_image_3 = gr.Image(label="LoRA 3 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
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with gr.Column(scale=3, min_width=100):
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selected_info_3 = gr.Markdown("Select a LoRA 3")
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with gr.Column(scale=5, min_width=50):
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lora_scale_3 = gr.Slider(label="LoRA 3 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
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with gr.Row():
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remove_button_3 = gr.Button("Remove", size="sm")
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with gr.Row():
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with gr.Column():
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with gr.Group():
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with gr.Row(elem_id="custom_lora_structure"):
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custom_lora = gr.Textbox(label="Custom LoRA", info="LoRA Hugging Face path or *.safetensors public URL", placeholder="ginipick/flux-lora-eric-cat", scale=3, min_width=150)
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add_custom_lora_button = gr.Button("Add Custom LoRA", elem_id="custom_lora_btn", scale=2, min_width=150)
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remove_custom_lora_button = gr.Button("Remove Custom LoRA", visible=False)
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gr.Markdown("[Check the list of FLUX LoRAs](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list")
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gallery = gr.Gallery(
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[(item["image"], item["title"]) for item in loras],
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label="Or pick from the LoRA Explorer gallery",
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allow_preview=False,
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columns=4,
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elem_id="gallery"
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)
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with gr.Column():
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progress_bar = gr.Markdown(elem_id="progress", visible=False)
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result = gr.Image(label="Generated Image", interactive=False)
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with gr.Accordion("History", open=False):
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history_gallery = gr.Gallery(label="History", columns=6, object_fit="contain", interactive=False)
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with gr.Row():
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with gr.Row():
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seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True)
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remove_button_3.click(
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remove_lora_3,
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inputs=[selected_indices, loras_state],
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outputs=[selected_info_1, selected_info_2, selected_info_3, selected_indices, lora_scale_1, lora_scale_2, lora_scale_3, lora_image_1, lora_image_2, lora_image_3]
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remove_custom_lora_button.click(
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remove_custom_lora,
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inputs=[selected_indices, loras_state],
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outputs=[loras_state, gallery, selected_info_1, selected_info_2, selected_info_3, selected_indices, lora_scale_1, lora_scale_2, lora_scale_3, lora_image_1, lora_image_2, lora_image_3]
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if __name__ == "__main__":
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app.queue(max_size=20)
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history.insert(0, new_image)
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return history
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+
custom_theme = gr.themes.Base(
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primary_hue="blue",
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secondary_hue="purple",
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neutral_hue="slate",
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).set(
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button_primary_background_fill="*primary_500",
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button_primary_background_fill_dark="*primary_600",
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button_primary_background_fill_hover="*primary_400",
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button_primary_border_color="*primary_500",
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button_primary_border_color_dark="*primary_600",
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button_primary_text_color="white",
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button_primary_text_color_dark="white",
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button_secondary_background_fill="*neutral_100",
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button_secondary_background_fill_dark="*neutral_700",
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button_secondary_background_fill_hover="*neutral_50",
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button_secondary_text_color="*neutral_800",
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button_secondary_text_color_dark="white",
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background_fill_primary="*neutral_50",
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background_fill_primary_dark="*neutral_900",
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block_background_fill="white",
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block_background_fill_dark="*neutral_800",
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block_label_background_fill="*primary_500",
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block_label_background_fill_dark="*primary_600",
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block_label_text_color="white",
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block_label_text_color_dark="white",
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block_title_text_color="*neutral_800",
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block_title_text_color_dark="white",
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input_background_fill="white",
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input_background_fill_dark="*neutral_800",
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input_border_color="*neutral_200",
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input_border_color_dark="*neutral_700",
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input_placeholder_color="*neutral_400",
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input_placeholder_color_dark="*neutral_400",
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shadow_spread="8px",
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shadow_inset="0px 2px 4px 0px rgba(0,0,0,0.05)"
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)
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css = '''
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#gen_btn{height: 100%}
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#title{text-align: center}
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#title h1{font-size: 3em; display:inline-flex; align-items:center}
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#title img{width: 100px; margin-right: 0.25em}
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#lora_list{background: var(--block-background-fill);padding: 0 1em .3em; font-size: 90%}
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.custom_lora_card{margin-bottom: 1em}
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.card_internal{display: flex;height: 100px;margin-top: .5em}
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#custom_lora_btn{margin-top: auto;margin-bottom: 11px}
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#random_btn{font-size: 300%}
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#component-11{align-self: stretch;}
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#lora_gallery {
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margin: 20px 0;
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padding: 10px;
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border: 1px solid #ddd;
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border-radius: 12px;
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background: linear-gradient(to bottom right, #ffffff, #f8f9fa);
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width: 100% !important;
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height: 800px !important;
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
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display: block !important;
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}
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/* 갤러리 그리드 컨테이너 */
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#gallery {
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display: grid !important;
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grid-template-columns: repeat(10, 1fr) !important;
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gap: 10px !important;
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padding: 10px !important;
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width: 100% !important;
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height: 100% !important;
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overflow-y: auto !important;
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max-width: 100% !important;
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}
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/* 갤러리 아이템 */
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.gallery-item {
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position: relative !important;
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width: 100% !important;
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aspect-ratio: 1 !important;
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margin: 0 !important;
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
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transition: transform 0.3s ease, box-shadow 0.3s ease;
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border-radius: 12px;
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overflow: hidden;
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}
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/* 갤러리 이미지 */
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.gallery-item img {
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width: 100% !important;
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height: 100% !important;
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object-fit: cover !important;
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border-radius: 12px !important;
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}
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/* 갤러리 그리드 래퍼 */
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.wrap, .svelte-w6dy5e {
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display: grid !important;
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grid-template-columns: repeat(10, 1fr) !important; /* 10개로 통일 */
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gap: 10px !important;
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width: 100% !important;
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max-width: 100% !important;
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}
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/* 모든 컨테이너 공통 설정 */
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.container, .content, .block, .contain {
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width: 100% !important;
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max-width: 100% !important;
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margin: 0 !important;
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padding: 0 !important;
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}
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/* 행 설정 */
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.row {
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width: 100% !important;
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margin: 0 !important;
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padding: 0 !important;
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}
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/* 입체감 있는 버튼 */
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.button_total {
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1), 0 2px 4px -1px rgba(0, 0, 0, 0.06);
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transition: all 0.3s ease;
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}
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.button_total:hover {
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transform: translateY(-2px);
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box-shadow: 0 10px 15px -3px rgba(0, 0, 0, 0.1), 0 4px 6px -2px rgba(0, 0, 0, 0.05);
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}
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/* 입체감 있는 입력 필드 */
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663 |
+
input, textarea {
|
664 |
+
box-shadow: inset 0 2px 4px 0 rgba(0, 0, 0, 0.06);
|
665 |
+
transition: all 0.3s ease;
|
666 |
+
}
|
667 |
+
|
668 |
+
input:focus, textarea:focus {
|
669 |
+
box-shadow: 0 0 0 3px rgba(66, 153, 225, 0.5);
|
670 |
+
}
|
671 |
+
|
672 |
+
/* 컴포넌트들의 border-radius 설정 */
|
673 |
+
.gradio-container .input,
|
674 |
+
.gradio-container .button,
|
675 |
+
.gradio-container .block {
|
676 |
+
border-radius: 12px;
|
677 |
+
}
|
678 |
+
|
679 |
+
/* 갤러리 스크롤바 스타일링 */
|
680 |
+
#gallery::-webkit-scrollbar {
|
681 |
+
width: 8px;
|
682 |
+
}
|
683 |
+
|
684 |
+
#gallery::-webkit-scrollbar-track {
|
685 |
+
background: #f1f1f1;
|
686 |
+
border-radius: 4px;
|
687 |
+
}
|
688 |
+
|
689 |
+
#gallery::-webkit-scrollbar-thumb {
|
690 |
+
background: #888;
|
691 |
+
border-radius: 4px;
|
692 |
+
}
|
693 |
+
|
694 |
+
#gallery::-webkit-scrollbar-thumb:hover {
|
695 |
+
background: #555;
|
696 |
+
}
|
697 |
+
|
698 |
+
/* 갤러리 flex 컨테이너 */
|
699 |
+
.flex {
|
700 |
+
width: 100% !important;
|
701 |
+
max-width: 100% !important;
|
702 |
+
display: flex !important;
|
703 |
+
}
|
704 |
+
|
705 |
+
/* svelte 특정 클래스 */
|
706 |
+
.svelte-1p9xokt {
|
707 |
+
width: 100% !important;
|
708 |
+
max-width: 100% !important;
|
709 |
+
}
|
710 |
+
|
711 |
+
#footer {visibility: hidden;}
|
712 |
+
|
713 |
+
/* 갤러리 컨테이너 클래스 */
|
714 |
+
.gallery-container {
|
715 |
+
width: 100% !important;
|
716 |
+
max-width: 100% !important;
|
717 |
+
}
|
718 |
'''
|
719 |
|
720 |
+
|
721 |
+
with gr.Blocks(theme=custom_theme, css=css, delete_cache=(60, 3600)) as app:
|
722 |
loras_state = gr.State(loras)
|
723 |
selected_indices = gr.State([])
|
724 |
+
|
725 |
gr.Markdown(
|
726 |
"""
|
727 |
# MixGen3: 멀티 Lora(이미지 학습) 통합 생성 모델
|
|
|
728 |
### 사용 안내:
|
729 |
+
갤러리에서 원하는 모델을 선택(최대 3개까지) < 프롬프트에 한글 또는 영문으로 원하는 내용을 입력 < Generate 버튼 실행
|
|
|
|
|
|
|
|
|
730 |
"""
|
731 |
)
|
732 |
+
|
733 |
+
with gr.Row(elem_id="lora_gallery", equal_height=True):
|
734 |
+
gallery = gr.Gallery(
|
735 |
+
value=[(item["image"], item["title"]) for item in loras],
|
736 |
+
label="LoRA Explorer Gallery",
|
737 |
+
columns=11, # 10개로 변경
|
738 |
+
elem_id="gallery",
|
739 |
+
height=800,
|
740 |
+
object_fit="cover",
|
741 |
+
show_label=True,
|
742 |
+
allow_preview=False,
|
743 |
+
show_share_button=False,
|
744 |
+
container=True,
|
745 |
+
preview=False
|
746 |
+
)
|
747 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
748 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
749 |
|
750 |
+
|
751 |
+
with gr.Tab(label="Generate"):
|
752 |
+
# Prompt and Generate Button
|
753 |
+
with gr.Row():
|
754 |
+
with gr.Column(scale=3):
|
755 |
+
prompt = gr.Textbox(label="Prompt", lines=1, placeholder="Type a prompt after selecting a LoRA")
|
756 |
+
with gr.Column(scale=1):
|
757 |
+
generate_button = gr.Button("Generate", variant="primary", elem_classes=["button_total"])
|
758 |
+
|
759 |
+
# LoRA Selection Area
|
760 |
+
with gr.Row(elem_id="loaded_loras"):
|
761 |
+
# Randomize Button
|
762 |
+
with gr.Column(scale=1, min_width=25):
|
763 |
+
randomize_button = gr.Button("🎲", variant="secondary", scale=1, elem_id="random_btn")
|
764 |
+
|
765 |
+
# LoRA 1
|
766 |
+
with gr.Column(scale=8):
|
767 |
with gr.Row():
|
768 |
+
with gr.Column(scale=0, min_width=50):
|
769 |
+
lora_image_1 = gr.Image(label="LoRA 1 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
|
770 |
+
with gr.Column(scale=3, min_width=100):
|
771 |
+
selected_info_1 = gr.Markdown("Select a LoRA 1")
|
772 |
+
with gr.Column(scale=5, min_width=50):
|
773 |
+
lora_scale_1 = gr.Slider(label="LoRA 1 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
|
774 |
with gr.Row():
|
775 |
+
remove_button_1 = gr.Button("Remove", size="sm")
|
|
|
776 |
|
777 |
+
# LoRA 2
|
778 |
+
with gr.Column(scale=8):
|
779 |
+
with gr.Row():
|
780 |
+
with gr.Column(scale=0, min_width=50):
|
781 |
+
lora_image_2 = gr.Image(label="LoRA 2 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
|
782 |
+
with gr.Column(scale=3, min_width=100):
|
783 |
+
selected_info_2 = gr.Markdown("Select a LoRA 2")
|
784 |
+
with gr.Column(scale=5, min_width=50):
|
785 |
+
lora_scale_2 = gr.Slider(label="LoRA 2 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
|
786 |
+
with gr.Row():
|
787 |
+
remove_button_2 = gr.Button("Remove", size="sm")
|
788 |
|
789 |
+
# LoRA 3
|
790 |
+
with gr.Column(scale=8):
|
791 |
+
with gr.Row():
|
792 |
+
with gr.Column(scale=0, min_width=50):
|
793 |
+
lora_image_3 = gr.Image(label="LoRA 3 Image", interactive=False, min_width=50, width=50, show_label=False, show_share_button=False, show_download_button=False, show_fullscreen_button=False, height=50)
|
794 |
+
with gr.Column(scale=3, min_width=100):
|
795 |
+
selected_info_3 = gr.Markdown("Select a LoRA 3")
|
796 |
+
with gr.Column(scale=5, min_width=50):
|
797 |
+
lora_scale_3 = gr.Slider(label="LoRA 3 Scale", minimum=0, maximum=3, step=0.01, value=1.15)
|
798 |
+
with gr.Row():
|
799 |
+
remove_button_3 = gr.Button("Remove", size="sm")
|
|
|
|
|
|
|
|
|
|
|
|
|
800 |
|
801 |
+
# Result and Progress Area
|
802 |
+
with gr.Column():
|
803 |
+
progress_bar = gr.Markdown(elem_id="progress", visible=False)
|
804 |
+
result = gr.Image(label="Generated Image", interactive=False)
|
805 |
+
with gr.Accordion("History", open=False):
|
806 |
+
history_gallery = gr.Gallery(label="History", columns=6, object_fit="contain", interactive=False)
|
807 |
|
808 |
+
# Advanced Settings
|
809 |
+
with gr.Row():
|
810 |
+
with gr.Accordion("Advanced Settings", open=False):
|
811 |
+
with gr.Row():
|
812 |
+
input_image = gr.Image(label="Input image", type="filepath")
|
813 |
+
image_strength = gr.Slider(label="Denoise Strength", info="Lower means more image influence", minimum=0.1, maximum=1.0, step=0.01, value=0.75)
|
814 |
+
with gr.Column():
|
815 |
+
with gr.Row():
|
816 |
+
cfg_scale = gr.Slider(label="CFG Scale", minimum=1, maximum=20, step=0.5, value=3.5)
|
817 |
+
steps = gr.Slider(label="Steps", minimum=1, maximum=50, step=1, value=28)
|
818 |
+
with gr.Row():
|
819 |
+
width = gr.Slider(label="Width", minimum=256, maximum=1536, step=64, value=1024)
|
820 |
+
height = gr.Slider(label="Height", minimum=256, maximum=1536, step=64, value=1024)
|
821 |
+
with gr.Row():
|
822 |
+
randomize_seed = gr.Checkbox(True, label="Randomize seed")
|
823 |
+
seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0, randomize=True)
|
824 |
+
|
825 |
+
# Custom LoRA Section
|
826 |
+
with gr.Column():
|
827 |
+
with gr.Group():
|
828 |
+
with gr.Row(elem_id="custom_lora_structure"):
|
829 |
+
custom_lora = gr.Textbox(label="Custom LoRA", info="LoRA Hugging Face path or *.safetensors public URL", placeholder="ginipick/flux-lora-eric-cat", scale=3, min_width=150)
|
830 |
+
add_custom_lora_button = gr.Button("Add Custom LoRA", elem_id="custom_lora_btn", scale=2, min_width=150)
|
831 |
+
remove_custom_lora_button = gr.Button("Remove Custom LoRA", visible=False)
|
832 |
+
gr.Markdown("[Check the list of FLUX LoRAs](https://huggingface.co/models?other=base_model:adapter:black-forest-labs/FLUX.1-dev)", elem_id="lora_list")
|
833 |
|
|
|
|
|
|
|
|
|
|
|
834 |
|
835 |
+
# Event Handlers
|
836 |
+
gallery.select(
|
837 |
+
update_selection,
|
838 |
+
inputs=[selected_indices, loras_state, width, height],
|
839 |
+
outputs=[prompt, selected_info_1, selected_info_2, selected_info_3, selected_indices,
|
840 |
+
lora_scale_1, lora_scale_2, lora_scale_3, width, height,
|
841 |
+
lora_image_1, lora_image_2, lora_image_3]
|
842 |
+
)
|
843 |
+
|
844 |
+
remove_button_1.click(
|
845 |
+
remove_lora_1,
|
846 |
+
inputs=[selected_indices, loras_state],
|
847 |
+
outputs=[selected_info_1, selected_info_2, selected_info_3, selected_indices,
|
848 |
+
lora_scale_1, lora_scale_2, lora_scale_3,
|
849 |
+
lora_image_1, lora_image_2, lora_image_3]
|
850 |
+
)
|
851 |
+
|
852 |
+
remove_button_2.click(
|
853 |
+
remove_lora_2,
|
854 |
+
inputs=[selected_indices, loras_state],
|
855 |
+
outputs=[selected_info_1, selected_info_2, selected_info_3, selected_indices,
|
856 |
+
lora_scale_1, lora_scale_2, lora_scale_3,
|
857 |
+
lora_image_1, lora_image_2, lora_image_3]
|
858 |
+
)
|
859 |
+
|
860 |
+
remove_button_3.click(
|
861 |
+
remove_lora_3,
|
862 |
+
inputs=[selected_indices, loras_state],
|
863 |
+
outputs=[selected_info_1, selected_info_2, selected_info_3, selected_indices,
|
864 |
+
lora_scale_1, lora_scale_2, lora_scale_3,
|
865 |
+
lora_image_1, lora_image_2, lora_image_3]
|
866 |
+
)
|
867 |
+
|
868 |
+
randomize_button.click(
|
869 |
+
randomize_loras,
|
870 |
+
inputs=[selected_indices, loras_state],
|
871 |
+
outputs=[selected_info_1, selected_info_2, selected_info_3, selected_indices,
|
872 |
+
lora_scale_1, lora_scale_2, lora_scale_3,
|
873 |
+
lora_image_1, lora_image_2, lora_image_3, prompt]
|
874 |
+
)
|
875 |
+
|
876 |
+
add_custom_lora_button.click(
|
877 |
+
add_custom_lora,
|
878 |
+
inputs=[custom_lora, selected_indices, loras_state],
|
879 |
+
outputs=[loras_state, gallery, selected_info_1, selected_info_2, selected_info_3,
|
880 |
+
selected_indices, lora_scale_1, lora_scale_2, lora_scale_3,
|
881 |
+
lora_image_1, lora_image_2, lora_image_3]
|
882 |
+
)
|
883 |
+
|
884 |
+
remove_custom_lora_button.click(
|
885 |
+
remove_custom_lora,
|
886 |
+
inputs=[selected_indices, loras_state],
|
887 |
+
outputs=[loras_state, gallery, selected_info_1, selected_info_2, selected_info_3,
|
888 |
+
selected_indices, lora_scale_1, lora_scale_2, lora_scale_3,
|
889 |
+
lora_image_1, lora_image_2, lora_image_3]
|
890 |
+
)
|
891 |
+
|
892 |
+
gr.on(
|
893 |
+
triggers=[generate_button.click, prompt.submit],
|
894 |
+
fn=run_lora,
|
895 |
+
inputs=[prompt, input_image, image_strength, cfg_scale, steps,
|
896 |
+
selected_indices, lora_scale_1, lora_scale_2, lora_scale_3,
|
897 |
+
randomize_seed, seed, width, height, loras_state],
|
898 |
+
outputs=[result, seed, progress_bar]
|
899 |
+
).then(
|
900 |
+
fn=lambda x, history: update_history(x, history) if x is not None else history,
|
901 |
+
inputs=[result, history_gallery],
|
902 |
+
outputs=history_gallery,
|
903 |
+
)
|
904 |
|
905 |
if __name__ == "__main__":
|
906 |
app.queue(max_size=20)
|