diff --git a/ch05/03_bonus_pretraining_on_gutenberg/pretraining_simple.py b/ch05/03_bonus_pretraining_on_gutenberg/pretraining_simple.py
index a4cb7de8..0bbf2b15 100644
--- a/ch05/03_bonus_pretraining_on_gutenberg/pretraining_simple.py
+++ b/ch05/03_bonus_pretraining_on_gutenberg/pretraining_simple.py
@@ -180,7 +180,7 @@ def train_model_simple(model, optimizer, device, n_epochs,
             "emb_dim": 12,           # Embedding dimension
             "n_heads": 2,            # Number of attention heads
             "n_layers": 2,           # Number of layers
-            "drop_rate": 0.0,        # Dropout rate
+            "drop_rate": 0.0,        # Dropout rate, deactivated via 0.0 as dropout in LLMs is not recommended anymore
             "qkv_bias": False        # Query-key-value bias
         }