diff --git a/examples/advanced/llm_hf/README.md b/examples/advanced/llm_hf/README.md
index da86c7a422..b50f8723b2 100644
--- a/examples/advanced/llm_hf/README.md
+++ b/examples/advanced/llm_hf/README.md
@@ -137,4 +137,4 @@ Alpaca:
 Oasst1:
 ![sft](./figs/fl_sft_oasst1.png)
 
-As shown, federated training with multiple clients (lines with three sections) can achieve comparable or better results w.r.t. training loss to individual site's centralized trainings, demonstrating the effectiveness of NVFlare for LLM tuning tasks.
+As shown, federated training with multiple clients (lines with three sections) can achieve comparable or better results w.r.t. training loss to individual site's centralized trainings, demonstrating the effectiveness of federated learning.