Update README.md

README.md

@@ -2,6 +2,9 @@
 license: mit
 ---
 
+code to train
+- https://gist.github.com/thistleknot/398466a4bd75a1315825d7f04db635a6
+
 #datasets
 
 - Yale-LILY/FOLIO
@@ -146,3 +149,15 @@ training settings
     max_grad_norm=1.0,
     lr_scheduler_type='cosine',
 ```
+
+Evaluation:
+
+I kept tweaking the model until I got confirmations from chatgpt 4, but the final training error (1 epoch) came in under .5 at the end.
+
+:tell me something I don't know</s> :exists x1.(_thing(x1) & _donknow(x1))
+Does the fol expression fit?
+
+Depending on how I asked (for example, it would almost always suggest revisions if I asked
+- Is the fol expression adequate?
+- How faithful is the fol expression?
+)