stable-diffusion
copied
Friday
1 year ago
1 changed files with 34 additions and 0 deletions
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# This is a sample Python script. |
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# Press Shift+F10 to execute it or replace it with your code. |
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# Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings. |
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def print_hi(name): |
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# Use a breakpoint in the code line below to debug your script. |
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print(f'Hi, {name}') # Press Ctrl+F8 to toggle the breakpoint. |
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# Press the green button in the gutter to run the script. |
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if __name__ == '__main__': |
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print_hi('PyCharm') |
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# See PyCharm help at https://www.jetbrains.com/help/pycharm/ |
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import logging |
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import torch |
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from diffusers import StableDiffusionPipeline, DPMSolverMultistepSchedule |
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from towhee.operator import PyOperator |
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log = logging.getLogger(PyOperator) |
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class Generation(PyOperator): |
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def __init__(self,model_id='stabilityai/stable-diffusion-2-1'): |
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self._model_id=model_id |
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def __call__(self, *args, **kwargs): |
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pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float32) |
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# pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config) |
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prompt = "an orange cat" |
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image = pipe(prompt).images[0] |
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