Update README.md

README.md

@@ -5,4 +5,26 @@ base_model:
 - stabilityai/stable-diffusion-3.5-medium
 pipeline_tag: text-to-image
 library_name: diffusers
----
+---
+
+This VAE was finetuned on PNG only anime illustrations for 512 steps.
+Used fp32 weights + fp16 mixed precision with learning rate 4e-6 and effective batch size of 16.
+
+This training was to test my VAE decoder training code and 512 step model turned out to be better than i expected and fixes the color shifting issues of the original SD3 VAE pretty well.
+I stopped messing with SD3 after a while but i decided to release this VAE finetune instead of deleting it.
+
+
+
+Original Image:
+
+![orig.png](https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/MEGBwJ5wyjS4sGa1otHDW.png)
+
+
+Original SD3 VAE:
+
+![vae_orig.png](https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/_QWnQuYJ7BaJPyaVpb6gq.png)
+
+Anime VAE Finetune:
+
+
+![vae_ft.png](https://cdn-uploads.huggingface.co/production/uploads/6456af6195082f722d178522/5q7goj2J2TjziPP2iCVT_.png)