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@@ -20,7 +20,7 @@ diagonal Gaussian posterior.
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  Trained with DINOv2 semantic alignment, this VAE was empirically found to
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  offer comparable downstream diffusion convergence speed to other semantically
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- aligned VAEs such as Flux.2 and PS-VAE v2, while being much faster to encode
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  and decode and achieving very high reconstruction quality (38.6 dB mean PSNR
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  on 2k images).
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  Trained with DINOv2 semantic alignment, this VAE was empirically found to
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  offer comparable downstream diffusion convergence speed to other semantically
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+ aligned VAEs such as Flux.2 and PS-VAE, while being much faster to encode
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  and decode and achieving very high reconstruction quality (38.6 dB mean PSNR
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  on 2k images).
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