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Update README.md

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@@ -37,7 +37,7 @@ See the following code:
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  # !pip install diffusers
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  from diffusers import DDPMPipeline, DDIMPipeline, PNDMPipeline
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- model_id = "alkzar90/ddpo-compressibility-celebahq-256"
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  # load model and scheduler
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  ddpm = DDPMPipeline.from_pretrained(model_id) # you can replace DDPMPipeline with DDIMPipeline or PNDMPipeline for faster inference
@@ -55,4 +55,4 @@ For more in-detail information, please have a look at the [official inference ex
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  ## Samples
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  ![Celeba-HQ 256x256 generated samples from the DDPO finetuned model optimized by
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- JPEG compressibility](https://huggingface.co/alkzar90/ddpo-incompressibility-celebahq-256/resolve/main/images/ddpo-incompressibility-samples.png)
 
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  # !pip install diffusers
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  from diffusers import DDPMPipeline, DDIMPipeline, PNDMPipeline
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+ model_id = "alkzar90/ddpo-incompressibility-celebahq-256"
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  # load model and scheduler
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  ddpm = DDPMPipeline.from_pretrained(model_id) # you can replace DDPMPipeline with DDIMPipeline or PNDMPipeline for faster inference
 
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  ## Samples
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  ![Celeba-HQ 256x256 generated samples from the DDPO finetuned model optimized by
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+ JPEG incompressibility](https://huggingface.co/alkzar90/ddpo-incompressibility-celebahq-256/resolve/main/images/ddpo-incompressibility-samples.png)