diff --git a/finetuning/README.md b/finetuning/README.md
index 6a5fabb..064b2b5 100644
--- a/finetuning/README.md
+++ b/finetuning/README.md
@@ -13,7 +13,7 @@ pip install peft
 
 ## Toy Dataset
 
-> **Note**: The `toy_dataset/` included in this directory contains **synthetic audio generated by VibeVoice TTS** for demonstration purposes only. It is NOT a production-quality dataset.
+> **Note**: The `toy_dataset/` included in this directory contains **synthetic audio generated by VibeVoice TTS** for demonstration purposes only. It is NOT a full finetuning dataset.
 >
 > When using your own data, you should:
 > - Prepare real audio recordings with accurate transcriptions