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app.py
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@@ -2,41 +2,73 @@ import gradio as gr
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from diffusers import StableDiffusionPipeline
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import torch
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# Публичная модель
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pipe = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16, safety_checker=None)
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pipe.enable_model_cpu_offload()
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pipe.enable_vae_slicing()
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pipe.enable_attention_slicing()
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pipe = pipe.to("cuda" if torch.cuda.is_available() else "cpu")
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try:
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generator = torch.Generator("cuda").manual_seed(seed) if torch.cuda.is_available() else None
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except Exception as e:
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return f"Ошибка: {str(e)}. Попробуй проще prompt
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with gr.Blocks(
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gr.Markdown("# Epic AI Art Generator 🔥")
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gr.Markdown("Сделано для моей
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with gr.Row():
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btn.click(generate, inputs=[prompt, negative, steps, seed], outputs=output)
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gr.Markdown("### Примеры:")
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gr.Markdown("- 'рыжий кот космонавт'")
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gr.Markdown("- 'романтическая пара на закате'")
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gr.Markdown("- 'кот в мантии волшебника, стиль Гарри Поттера'")
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demo.launch()
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from diffusers import StableDiffusionPipeline
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import torch
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# Публичная модель (работает без token)
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pipe = StableDiffusionPipeline.from_pretrained("runwayml/stable-diffusion-v1-5", torch_dtype=torch.float16, safety_checker=None)
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# Оптимизации для бесплатного tier (скорость и память)
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pipe.enable_model_cpu_offload()
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pipe.enable_vae_slicing()
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pipe.enable_attention_slicing()
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pipe = pipe.to("cuda" if torch.cuda.is_available() else "cpu")
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# Стили
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styles = {
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"Без стиля": "",
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"Аниме": "anime style, highly detailed",
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"Реализм": "photorealistic, ultra detailed",
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"Киберпанк": "cyberpunk, neon lights",
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"Дисней": "disney pixar style, cute",
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"Фэнтези": "fantasy art, magical",
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"Супергерой": "superhero style, dramatic",
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"Гарри Поттер": "harry potter style, wizard hat, hogwarts, magic wand"
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}
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def generate(prompt, style, negative_prompt, steps, seed):
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try:
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full_prompt = f"{prompt}, {styles[style]}"
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negative = negative_prompt or "blurry, low quality, ugly, deformed"
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generator = torch.Generator("cuda").manual_seed(seed) if torch.cuda.is_available() else None
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image = pipe(
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full_prompt,
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negative_prompt=negative,
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num_inference_steps=steps,
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generator=generator
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).images[0]
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return image, None
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except Exception as e:
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return None, f"Ошибка: {str(e)}. Попробуй проще prompt или меньше шагов."
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with gr.Blocks() as demo:
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gr.Markdown("# Epic AI Art Generator 🔥")
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gr.Markdown("Сделано с ❤️ для моей самой красивой девушки на свете")
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gr.Markdown("Генерирует эпичные арты! Попробуй на русском или английском.")
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with gr.Row():
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with gr.Column():
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prompt = gr.Textbox(label="Prompt (описание)", placeholder="рыжий кот в стиле Гарри Поттера")
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style = gr.Dropdown(choices=list(styles.keys()), value="Без стиля", label="Стиль")
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negative = gr.Textbox(label="Negative prompt", placeholder="blurry, low quality")
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steps = gr.Slider(20, 50, value=30, step=5, label="Шаги (steps)")
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seed = gr.Slider(0, 999999, value=42, label="Seed")
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btn = gr.Button("Generate Magic 🔥")
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with gr.Column():
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output = gr.Image(label="Арт")
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error = gr.Textbox(label="Статус", interactive=False)
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gallery = gr.Gallery(label="История", columns=3)
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btn.click(generate, inputs=[prompt, style, negative, steps, seed], outputs=[output, error]) \
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.then(lambda g, img: g + [img] if img else g, inputs=[gallery, output], outputs=gallery)
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gr.Markdown("### Примеры:")
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gr.Markdown("- 'рыжий кот космонавт'")
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gr.Markdown("- 'романтическая пара на закате'")
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gr.Markdown("- 'кот в мантии волшебника, стиль Гарри Поттера'")
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gr.Markdown("- 'мы как супергерои'")
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demo.launch()
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