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Update README.md

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@@ -53,7 +53,7 @@ For more in-detail information, please have a look at the [official inference ex
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  If you want to train your own model, please have a look at the [official training example]( ) # <- TODO(PVP) add link
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  ## Samples
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- 1. ![sample_1](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/generated_image_0.png)
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- 2. ![sample_2](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/generated_image_1.png)
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- 3. ![sample_3](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/generated_image_2.png)
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- 4. ![sample_4](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/generated_image_3.png)
 
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  If you want to train your own model, please have a look at the [official training example]( ) # <- TODO(PVP) add link
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  ## Samples
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+ 1. ![sample_1](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/images/generated_image_0.png)
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+ 2. ![sample_2](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/images/generated_image_1.png)
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+ 3. ![sample_3](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/images/generated_image_2.png)
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+ 4. ![sample_4](https://huggingface.co/google/ddpm-cifar10-32/resolve/main/images/generated_image_3.png)