Update failed-tunes/Why this failed.txt

failed-tunes/Why this failed.txt

@@ -2,4 +2,6 @@ You may wonder why there is this folder
 
 This folder is for fine-tunes of Andy-3.5-beta which resulted in less than desireable results.
 For the first model here, I tuned it only on the newer prompts instead of it all, meaning the model didn't have the full understanding of the game.
-The second model, which is NOT in here, I tuned that model on all 601 examples I have hand-crafted, it can build, code, and summarize memory, it can do everything the models need to do.
+The second model was trained on horrible settings, there were not enough steps and I had enabled something that randomly combined parts of the tuning, which made it so the model would have no clue what to do. 
+The third,which is NOT in here, I tuned that model on all 620 examples I have hand-crafted, it can build, code, and summarize memory, it can do everything the models need to do.
+The third model had 80,000,000 parameters tuned, compared to the others which had ~40,000,000 parameters tuned, hopefully this makes the model better