Update README.md

README.md

@@ -71,8 +71,8 @@ Approx 11M images in total with data augmentation.
 
 ## Training Notes
 - Trained resolution : 256x256 --> 512x512 --> (512x512, 640x448, 448x640) --> (512x512, 768x512, 512x768)
-- diffusers version and `mitsua-diffusion-one.ckpt` are fine-tuned with [Diffusion With Offset Noise](https://www.crosslabs.org/blog/diffusion-with-offset-noise) technique is applied to last 12k steps with `p=0.02`.
-- `mitsua-diffusion-one-base.ckpt` is non-fine-tuned version.
+- diffusers version and `mitsua-diffusion-one.ckpt` are fine-tuned with [Diffusion With Offset Noise](https://www.crosslabs.org/blog/diffusion-with-offset-noise) technique which is applied to last 12k steps with `p=0.02`.
+- `mitsua-diffusion-one-base.ckpt` is non-fine-tuned version. For fine-tuning stuff, this version would be better choice.
 
 ## Cosine similarity (as a proof of full-scratch training)
 - VAE