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app.py

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+import torch
+from torch import autocast
+from diffusers import StableDiffusionPipeline
+
+model_id = "hakurei/waifu-diffusion"
+device = "cuda"
+
+
+pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16, revision='fp16')
+pipe = pipe.to(device)
+
+prompt = "touhou hakurei_reimu 1girl solo portrait"
+with autocast("cuda"):
+    image = pipe(prompt, guidance_scale=7.5)["sample"][0]  
+    
+image.save("reimu_hakurei.png")