diff --git a/quick_start_clean/readmes/README_LORA.md b/quick_start_clean/readmes/README_LORA.md
index 3efbcee..7e228a2 100644
--- a/quick_start_clean/readmes/README_LORA.md
+++ b/quick_start_clean/readmes/README_LORA.md
@@ -60,7 +60,7 @@ OPTS+=" --save-origin-model"
 OPTS+=" $@"
 
 
-CMD="torchrun --nnodes=1 --nproc_per_node=2 --rdzv_id=1 --rdzv_backend=c10d --rdzv_endpoint=${MASTER_ADDR}:${MASTER_PORT} ${CPM_PATH}/apps/cpm9g/sft_cpm9g.py ${OPTS}"
+CMD="torchrun --nnodes=1 --nproc_per_node=2 --rdzv_id=1 --rdzv_backend=c10d --rdzv_endpoint=${MASTER_ADDR}:${MASTER_PORT} ${CPM_PATH}/apps/cpm9g/sft_cpm9g_delta.py ${OPTS}"
 
 echo "${CMD}"
 $CMD