Update README.md

README.md

@@ -42,7 +42,7 @@ This model is still in its infancy and it's meant to be constantly updated and t
     - [maskgit.sygil_muse_v0.1.pt](https://huggingface.co/Sygil/Sygil-Muse/blob/main/maskgit.sygil_muse_v0.1.pt): Maskgit trained from the VAE for 3.46M steps
   - #### Beta:
     - [vae.v.pt](https://huggingface.co/Sygil/Sygil-Muse/blob/main/vae.1999500.pt): Trained from scratch for 1.99M steps and higher **vq_codebook_size** than before.
-    - [maskgit.10000.pt](https://huggingface.co/Sygil/Sygil-Muse/blob/main/maskgit.10000.pt): Maskgit trained from the VAE for 10K steps
+    - [maskgit.39000.pt](https://huggingface.co/Sygil/Sygil-Muse/blob/main/maskgit.39000.pt): Maskgit trained from the VAE for 39K steps using the hyperparameters `heads 16` and `depth 22` for testing, these values have huge performance effects, the vram usage was also increased so it is just for testing, the quality on this checkpoint did increase a lot and requires a lot less training which is something we want but we need to find a balance between quality and performance.
   
   Note: Checkpoints under the Beta section are updated daily or at least 3-4 times a week. While the beta checkpoints can be used as they are only the latest version is kept on the repo and the older checkpoints are removed when a new one
   is uploaded to keep the repo clean.