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16ch-vae
AuraDiffusion/16ch-vae
16ch-vae is a machine learning model from AuraDiffusion. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for diffusers. The card lists the license as cc.
Disclaimer: this VAE is not intended to be a replacement for SD3's VAE since the latent spaces are entirely different.
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At a glance
- Library
- diffusers
- License
- cc
- Access
- Public
- Created
- Jul 2, 2024
- Updated
- Jul 3, 2024
- SHA
- 518cefd3
Model card
From the Hugging Face model README
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. 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 |
|---|---|---|---|
| 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 | 0.0667 | 31.5151 | 0.0136 |
| 16ch-VAE with FFT* | 0.1584 | 31.0542 | 0.0281 |
Usage
Awaiting https://github.com/huggingface/diffusers/pull/8769 in diffusers!
- Library
- diffusers
- License
- cc
- Created
- Jul 2, 2024
- Updated
- Jul 3, 2024