diff --git a/README.md b/README.md
index e288e36..aeaf8e8 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,9 @@ Output label is the probability of a paranormal subreddit.
 # Pytorch logistic regression
 
 The code can be found in Logistic.py
+
 Trained models end with .pth extension.
+
 Geval results:
 
 ```
@@ -22,6 +24,8 @@ Precision	0.6257
 Recall	0.4094
 ```
 
+Logs from training have been copy-pasted into `l1_epochs.txt` (for single-layer model) and `l2_epochs.txt (for two-layer model).
+
 
 Sources
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