Create python.py
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python.py
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import gradio as gr
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from diffusers import StableDiffusionPipeline
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import torch
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import time
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# MODELLER
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MODELS = {
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"Realistic": "visionpy_realistic",
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"Anime": "visionpy_anime"
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}
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# MODEL YÜKLEME
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def load_model(mode):
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pipe = StableDiffusionPipeline.from_pretrained(
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MODELS[mode],
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torch_dtype=torch.float16
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).to("cuda")
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# Hız optimizasyonu
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# xFormers destekleniyorsa uncomment:
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# pipe.enable_xformers_memory_efficient_attention()
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return pipe
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# ANA ÜRETİM FONKSİYONU
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def generate(prompt, mode, res):
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pipe = load_model(mode)
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start_time = time.time()
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# Çözünürlük
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if res == "512p":
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w, h = 512, 512
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steps = 20
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elif res == "1024p":
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w, h = 1024, 1024
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steps = 25
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else:
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w, h = 512, 512
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steps = 20
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image = pipe(prompt, height=h, width=w, num_inference_steps=steps, guidance_scale=7.5).images[0]
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elapsed = time.time() - start_time
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return image, f"{elapsed:.2f} saniyede üretildi!"
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# GRADIO ARAYÜZÜ
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown(
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"<h1 style='text-align:center'>🌟 Hh — VisionPy Ultra HD (11s Mode)</h1>"
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"<p style='text-align:center'>Anime / Realistic Modları, 512-1024p hızlı üretim, Light Theme</p>"
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)
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with gr.Row():
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prompt = gr.Textbox(label="Prompt", placeholder="ör: fantastik şehir ultra yüksek çözünürlük")
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mode = gr.Dropdown(["Realistic", "Anime"], label="Mod")
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res = gr.Dropdown(["512p", "1024p"], label="Çözünürlük (Hızlı Mod)")
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out = gr.Image(label="Sonuç")
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time_label = gr.Label(label="Üretim Süresi")
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btn = gr.Button("ÜRET")
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btn.click(generate, inputs=[prompt, mode, res], outputs=[out, time_label])
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demo.launch()
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