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Update app.py
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app.py
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import gradio as gr
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import numpy as np
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import random
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import spaces
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from diffusers import DiffusionPipeline
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import torch
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model_repo_id = "stabilityai/stable-diffusion-3.5-large"
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if torch.cuda.is_available():
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torch_dtype = torch.bfloat16
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else:
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torch_dtype = torch.float32
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pipe = DiffusionPipeline.from_pretrained(model_repo_id, torch_dtype=torch_dtype)
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pipe = pipe.to(device)
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 1024
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@spaces.GPU(duration=65)
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def infer(
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prompt,
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negative_prompt="",
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seed=42,
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randomize_seed=False,
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width=1024,
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height=1024,
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guidance_scale=4.5,
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num_inference_steps=40,
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progress=gr.Progress(track_tqdm=True),
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):
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if randomize_seed:
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seed = random.randint(0, MAX_SEED)
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generator = torch.Generator().manual_seed(seed)
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image = pipe(
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prompt=prompt,
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negative_prompt=negative_prompt,
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guidance_scale=guidance_scale,
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num_inference_steps=num_inference_steps,
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width=width,
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height=height,
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generator=generator,
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).images[0]
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return image, seed
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examples = [
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"A border collie lying in some Fall leaves as the forest trees change colors",
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]
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# Обновленный CSS
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custom_css = """
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body {
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background-color: #17181B;
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color: #AEB3B8;
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}
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button {
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background-color: #5271FF;
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color: #FFFFFF;
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border: none;
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}
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button:hover {
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background-color: #395BB5;
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}
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input[type="range"] {
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accent-color: #5271FF;
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}
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input[type="checkbox"]:checked {
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background-color: #5271FF;
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}
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.footer, footer {
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display: none !important;
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}
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#col-container {
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margin: 0 auto;
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max-width:
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}
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"""
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with gr.Blocks() as demo:
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# Добавляем стили в начале с помощью gr.HTML()
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gr.HTML(f"<style>{custom_css}</style>")
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with gr.Column(elem_id="col-container"):
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gr.Markdown("Prompt")
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with gr.Row():
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prompt = gr.Text(
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label="Prompt",
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show_label=False,
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max_lines=1,
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placeholder="Enter your prompt",
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container=False,
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)
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run_button = gr.Button("Generate", scale=0, variant="primary")
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placeholder="Enter a negative prompt",
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visible=False,
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)
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seed = gr.Slider(
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label="Seed",
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minimum=0,
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maximum=MAX_SEED,
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step=1,
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value=0,
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)
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randomize_seed = gr.Checkbox(label="Randomize Seed", value=True)
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value=1024,
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)
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step=32,
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value=1024,
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)
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minimum=0.0,
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maximum=7.5,
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step=0.1,
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value=4.5,
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)
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step=1,
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value=40,
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)
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fn=infer,
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cache_examples=True,
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cache_mode="lazy"
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)
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inputs=[
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prompt,
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negative_prompt,
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seed,
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randomize_seed,
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width,
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height,
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guidance_scale,
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num_inference_steps,
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],
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outputs=[result, seed],
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)
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prompt.submit(
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fn=infer,
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inputs=[
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prompt,
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negative_prompt,
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seed,
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randomize_seed,
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width,
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height,
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guidance_scale,
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num_inference_steps,
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],
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outputs=[result, seed],
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)
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#col-container {
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margin: 0 auto;
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max-width: 520px;
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}
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/* Кнопки */
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.gr-button {
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background-color: #5271FF !important; /* Основной цвет кнопки */
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border-color: #5271FF !important; /* Граница кнопки */
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color: white !important; /* Цвет текста кнопки */
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}
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.gr-button:hover,
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.gr-button:focus,
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.gr-button:active {
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background-color: #3e5ac0 !important; /* Цвет кнопки при наведении или нажатии */
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border-color: #3e5ac0 !important;
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}
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/* Ползунки */
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.gr-slider .noUi-connect {
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background: #5271FF !important; /* Цвет заполненной части ползунка */
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}
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.gr-slider .noUi-handle {
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border-color: #5271FF !important; /* Цвет рукоятки ползунка */
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}
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.gr-slider .noUi-handle:focus,
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.gr-slider .noUi-handle:active {
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border-color: #3e5ac0 !important; /* Цвет рукоятки при фокусе или нажатии */
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}
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/* Чекбоксы */
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.gr-checkbox label::before {
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border-color: #5271FF !important; /* Цвет границы чекбокса */
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}
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.gr-checkbox input[type=checkbox]:checked + label::before {
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background-color: #5271FF !important; /* Цвет фона чекбокса при выборе */
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}
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/* Текстовые поля и другие элементы */
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input[type="text"]:focus,
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textarea:focus {
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border-color: #5271FF !important; /* Цвет границы текстовых полей при фокусе */
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outline: none !important; /* Убирает стандартный outline */
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}
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