Create README.md

README.md

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+---
+license: cc
+library_name: diffusers
+tags:
+- art
+model-index:
+  - name: 16ch-VAE
+    results:
+      - task:
+          type: encoder-loss
+        dataset:
+          name: yerevann/coco-karpathy
+          type: image
+        metrics:
+          - name: PSNR
+            type: PSNR
+            value: 31.5151
+---
+
+## 16ch-VAE
+
+> 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
+
+
+| VAE              | rFID   | PSNR    | LPIPS  |
+|------------------|--------|---------|--------|
+| SD1.5 VAE           | 0.3131 | 26.4332 | 0.0328 |
+| SDXL VAE         | 0.3511 | 26.7577 | 0.032  |
+| SD3 VAE          | 0.0257 | 30.3231 | 0.0132 |
+| [16ch-VAE](https://huggingface.co/AuraDiffusion/16ch-vae)         | 0.0667 | 31.5151 | 0.0136 |
+| [16ch-VAE with FFT](https://huggingface.co/AuraDiffusion/16ch-vae)* | 0.1584 | 31.0542 | 0.0281 |
+
+
+### Usage
+
+Awaiting https://github.com/huggingface/diffusers/pull/8769 in diffusers!