patrickvonplaten
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Create README.md
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README.md
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from diffusers import UNet2DConditionModel, DiffusionPipeline, LCMScheduler
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unet = UNet2DConditionModel.from_pretrained("latent-consistency/lcm-sdxl", torch_dtype=torch.float16, variant="fp16")
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pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", unet=unet, torch_dtype=torch.float16, variant="fp16")
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pipe.scheduler = LCMScheduler.from_config(sd_pipe.scheduler.config)
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pipe.set_progress_bar_config(disable=None)
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prompt = "a red car standing on the side of the street"
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image = pipe(prompt, num_inference_steps=4, guidance_scale=8.0).images[0]
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