Update app.py

app.py

@@ -149,10 +149,10 @@ def run_interpretation(raw_original_prompt, raw_interpretation_prompt, max_new_t
     diff_score = ((diff_score1 - diff_score1.min()) / (diff_score1.max() - diff_score1.min()) 
                   + (diff_score2 - diff_score2.min()) / (diff_score2.max() - diff_score2.min()))
     
-    avoid_first, avoid_last = 2, 1 # layers that are usually never important
+    avoid_first, avoid_last = 3, 3 # layers that are usually never important
     assert avoid_first >= 1 # due to .diff() we will not be able to compute a score for the first layer
     diff_score = diff_score[avoid_first-1:len(diff_score)-avoid_last]
-    important_idxs = avoid_first + diff_score.topk(k=7).indices.cpu().numpy() # k=int(np.ceil(0.15 * len(generation_texts)))
+    important_idxs = avoid_first + diff_score.topk(k=int(np.ceil(0.3 * len(diff_score)))).indices.cpu().numpy() # 
     
     # create GUI output
     print(f'{important_idxs=}')