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from diffusers import StableDiffusionPipeline, DPMSolverSinglestepScheduler, DPMSolverMultistepScheduler, DEISMultistepScheduler, HeunDiscreteScheduler |
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from diffusers.schedulers.scheduling_unipc_multistep import UniPCMultistepScheduler |
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import time |
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from huggingface_hub import HfApi |
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import torch |
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import sys |
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path = sys.argv[1] |
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api = HfApi() |
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start_time = time.time() |
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pipe = StableDiffusionPipeline.from_pretrained(path, torch_dtype=torch.float16) |
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pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config) |
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pipe = pipe.to("cuda") |
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prompt = "a highly realistic photo of green turtle" |
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prompt = "an image of Santa Claus in light blue" |
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generator = torch.Generator(device="cuda").manual_seed(0) |
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image = pipe(prompt, generator=generator, num_inference_steps=25).images[0] |
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print("Time", time.time() - start_time) |
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path = "/home/patrick_huggingface_co/images/aa.png" |
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image.save(path) |
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api.upload_file( |
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path_or_fileobj=path, |
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path_in_repo=path.split("/")[-1], |
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repo_id="patrickvonplaten/images", |
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repo_type="dataset", |
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) |
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print("https://huggingface.co/datasets/patrickvonplaten/images/blob/main/aa.png") |
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