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Update README.md
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README.md
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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 (
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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>
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