Update README.md

README.md

@@ -125,7 +125,7 @@ Please see the graph below:
 
 The final evaluation cross-entropy ended around 0.4 for this model.
 
-The table below shows the cross-entropies for each technique applied when the embedding training was present. Without the embedding, the results were usually worse for up to 0.1.
+The table below shows the best cross-entropy (across all params) for each of the techniques applied. Without the embedding nodes included, the results were usually worse for up to 0.1.
 
 
 |  | Loss on Llama 3.1 fine tuning | Notice |