Update README.md

README.md

@@ -1,5 +1,7 @@
 ---
 license: openrail
+tags:
+- sdxl
 ---
 This is my attempt at creating a truely open source SDXL model that people might be interested in using....
 and perhaps copying the spirit and creating other open source models.
@@ -25,10 +27,20 @@ drastically change my strategy, and throw out everything that was not strictly i
 Once I got down to <200 images images, and had a reasonable lora, I decided to give a full finetune a try, "the hard way"
 (ie: no adaptive optimizer)
 
-So, I played with the learning rate a little, and.. that was it?
+So, I set EMA=CPU (because not enough VRAM to fit in GPU) played with the learning rate a little, and.. that was it?
 Nope!
 
 I was training with 100 epoch, and having onetrainer do an image sample every few epochs. But, due to disk space, 
 I was only doing saves every 20 or so.
 
-When I looked back at the images, 
+When I looked back at the image samples, I noticed that the one I liked best, was actually around epoch 72..
+I didnt know what e71,72, or 73 looked like... and I didnt even have a save for 72 either!
+
+What I did have, was a save at 70. So I configured OneTrainer to do a new run, starting with my saved model at 70.
+This time, however, I disabled warmup, and also EMA.
+I then set OneTrainer to make a save every epoch, and a preview every epoch.
+
+The previews looked kind of like my original series!
+Thus encouraged, I decided to try out all 10 of the models, just in case.
+It turns out that I liked epoch 78/100 the best.. so here we are :)
+