sandeep2003 commited on
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e9994f8
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1 Parent(s): 6eebe3e

Create Generation.py

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  1. Generation.py +18 -0
Generation.py ADDED
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+ pip install --upgrade git+https://github.com/huggingface/diffusers.git transformers accelerate scipy
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+
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+ import torch
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+ from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler
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+ torch.manual_seed(1000)
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+ model_id = "stabilityai/stable-diffusion-2"
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+
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+ # Use the Euler scheduler here instead
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+ scheduler = EulerDiscreteScheduler.from_pretrained(model_id, subfolder="scheduler")
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+ pipe = StableDiffusionPipeline.from_pretrained(model_id, scheduler=scheduler, revision="fp16", torch_dtype=torch.float16)
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+ pipe = pipe.to("cuda")
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+
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+
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+ prompt = input()
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+ image = pipe(prompt).images[0]
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+ image.save("./image.png")
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+ from IPython.display import Image
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+ Image("./image.png")