diff --git a/skyrl-train/examples/search/run_search_conversation_format.sh b/skyrl-train/examples/search/run_search_conversation_format.sh
index 5dd9a777c6..56b1d6f0c9 100755
--- a/skyrl-train/examples/search/run_search_conversation_format.sh
+++ b/skyrl-train/examples/search/run_search_conversation_format.sh
@@ -11,7 +11,7 @@ set -x
 # follow the instructions in examples/search/README.md for setting up the dataset
 # and for starting the local search server
 # export WANDB_API_KEY=<your_key_here>
-# bash examples/search/run_search.sh
+# bash examples/search/run_search_conversation_format.sh
 
 # path for dataset (.parquet files) containing the prompts and metadata for each question
 DATA_DIR="$HOME/data/searchR1"
diff --git a/skyrl-train/examples/text_to_sql/run_skyrl_sql_conversation_format.sh b/skyrl-train/examples/text_to_sql/run_skyrl_sql_conversation_format.sh
index e77f951dad..c60033b126 100644
--- a/skyrl-train/examples/text_to_sql/run_skyrl_sql_conversation_format.sh
+++ b/skyrl-train/examples/text_to_sql/run_skyrl_sql_conversation_format.sh
@@ -1,6 +1,6 @@
 set -x
 
-# The exact same script as `run_search.sh` but with `use_conversation_multi_turn=true`
+# The exact same script as `run_skyrl_sql.sh` but with `use_conversation_multi_turn=true`
 # and hence `append_eos_token_after_stop_str_in_multi_turn=true`
 # See https://skyrl.readthedocs.io/en/latest/tutorials/skyrl_gym_generator.html on what behavior
 # use_conversation_multi_turn corresponds to. You might want to change the data generation prompt
@@ -11,7 +11,7 @@ set -x
 # Uses 1 node with 8 GPUs.
 # huggingface-cli download NovaSky-AI/SkyRL-SQL-653-data-newfmt --local-dir $HOME/data/sql --repo-type dataset
 # export WANDB_API_KEY=<your_key_here>
-# bash examples/text_to_sql/run_skyrl_sql.sh
+# bash examples/text_to_sql/run_skyrl_sql_conversation_format.sh
 
 # change these paths to your own
 DATA_DIR="$HOME/data/sql"