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  # Improved Autoencoders
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  ## Decoder Finetuning
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  We publish two kl-f8 autoencoder versions, finetuned from the original [kl-f8 autoencoder](https://github.com/CompVis/latent-diffusion#pretrained-autoencoding-models).
@@ -33,41 +41,41 @@ _Visualization of reconstructions on 256x256 images from the COCO2017 validatio
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  <p align="center">
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  <br>
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  <b>
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- 256x256: ft-MSE (left), ft-EMA (middle), original (right)</b>
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00025.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00025.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00025.png />
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00011.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00011.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00011.png />
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00037.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00037.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00037.png />
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00043.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00043.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00043.png />
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00053.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00053.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00053.png />
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  </p>
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  <p align="center">
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-mse/00029.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/ft-ema/00029.png />
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- <img src=eval/ae-decoder-tuning-reconstructions/original/00029.png />
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  </p>
 
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+ ---
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+ license: creativeml-openrail-m
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+ tags:
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+ - stable-diffusion
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+ - stable-diffusion-diffusers
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+ - text-to-image
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+ inference: false
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+ ---
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  # Improved Autoencoders
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  ## Decoder Finetuning
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  We publish two kl-f8 autoencoder versions, finetuned from the original [kl-f8 autoencoder](https://github.com/CompVis/latent-diffusion#pretrained-autoencoding-models).
 
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  <p align="center">
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  <br>
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  <b>
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+ 256x256: ft-MSE (top), ft-EMA (middle), original (right)</b>
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  </p>
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  <p align="center">
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00025.png" />
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00025.png" />
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00025.png" />
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  </p>
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  <p align="center">
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00011.png" />
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00011.png" />
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+ <img src="https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00011.png" />
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  </p>
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  <p align="center">
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00037.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00037.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00037.png />
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  </p>
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  <p align="center">
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00043.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00043.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00043.png />
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  </p>
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  <p align="center">
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00053.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00053.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00053.png />
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  </p>
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  <p align="center">
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-mse/00029.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/ft-ema/00029.png />
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+ <img src=https://huggingface.co/stabilityai/stable-diffusion-decoder-finetune/resolve/main/eval/ae-decoder-tuning-reconstructions/original/00029.png />
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  </p>