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Update README.md

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@@ -15,7 +15,8 @@ datasets:
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  # Instruction-tuned Stable Diffusion for Low-level Image Processing (Fine-tuned)
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- ("This pipeline is an 'instruction-tuned' version of [Stable Diffusion (v1.5)](https://huggingface.co/runwayml/stable-diffusion-v1-5). It was fine-tuned from the existing [InstructPix2Pix checkpoints](https://huggingface.co/timbrooks/instruct-pix2pix).",)
 
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  ## Pipeline description
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@@ -53,7 +54,7 @@ import torch
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  from diffusers import StableDiffusionInstructPix2PixPipeline
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  from diffusers.utils import load_image
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- model_id = "instruction-tuning-sd/scratch-low-level-img-proc"
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  pipeline = StableDiffusionInstructPix2PixPipeline.from_pretrained(
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  model_id, torch_dtype=torch.float16, use_auth_token=True
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  ).to("cuda")
 
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  # Instruction-tuned Stable Diffusion for Low-level Image Processing (Fine-tuned)
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+ This pipeline is an 'instruction-tuned' version of [Stable Diffusion (v1.5)](https://huggingface.co/runwayml/stable-diffusion-v1-5). It was
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+ fine-tuned from the existing [InstructPix2Pix checkpoints](https://huggingface.co/timbrooks/instruct-pix2pix).
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  ## Pipeline description
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  from diffusers import StableDiffusionInstructPix2PixPipeline
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  from diffusers.utils import load_image
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+ model_id = "instruction-tuning-sd/low-level-img-proc"
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  pipeline = StableDiffusionInstructPix2PixPipeline.from_pretrained(
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  model_id, torch_dtype=torch.float16, use_auth_token=True
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  ).to("cuda")