Update README.md

README.md

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 > Disclaimer: this VAE is not intended to be a replacement for SD3's VAE since the latent spaces are entirely different.
 
-A fully open source 16ch VAE reproduction for the [SD3](https://arxiv.org/abs/2403.03206). Useful for people who are building their own image generation models and need an off-the-shelf VAE
+A fully open source 16ch VAE reproduction for the [SD3](https://arxiv.org/abs/2403.03206). Useful for people who are building their own image generation models and need an off-the-shelf VAE. Natively trained in fp16.
 
 
 | VAE              | rFID   | PSNR    | LPIPS  |