diff --git a/finetune/finetune_ds.sh b/finetune/finetune_ds.sh
index 93ff7599..c5ad086c 100644
--- a/finetune/finetune_ds.sh
+++ b/finetune/finetune_ds.sh
@@ -13,7 +13,7 @@ MODEL="openbmb/MiniCPM-o-2_6"
 DATA="path/to/trainging_data"
 EVAL_DATA="path/to/test_data"
 
-# if use openbmb/MiniCPM-V-2, please set LLM_TYPE=minicpm, if use openbmb/MiniCPM-Llama3-V-2_5, please set LLM_TYPE="llama3",
+# if use openbmb/MiniCPM-V-2, please set LLM_TYPE=minicpm, if use openbmb/MiniCPM-Llama3-V-2_5 or MiniCPM-V-4, please set LLM_TYPE="llama3",
 # if use openbmb/MiniCPM-o-2_6 or openbmb/MiniCPM-V-2_6, please set LLM_TYPE=qwen
 LLM_TYPE="qwen" 
 MODEL_MAX_Length=2048 # if conduct multi-images sft, please set MODEL_MAX_Length=4096
diff --git a/finetune/finetune_lora.sh b/finetune/finetune_lora.sh
index df3140a4..c9d18216 100644
--- a/finetune/finetune_lora.sh
+++ b/finetune/finetune_lora.sh
@@ -12,7 +12,7 @@ MODEL="openbmb/MiniCPM-o-2_6"
 # See the section for finetuning in README for more information.
 DATA="path/to/trainging_data"
 EVAL_DATA="path/to/test_data"
-# if use openbmb/MiniCPM-V-2, please set LLM_TYPE=minicpm, if use openbmb/MiniCPM-Llama3-V-2_5, please set LLM_TYPE="llama3",
+# if use openbmb/MiniCPM-V-2, please set LLM_TYPE=minicpm, if use openbmb/MiniCPM-Llama3-V-2_5 or MiniCPM-V-4, please set LLM_TYPE="llama3",
 # if use openbmb/MiniCPM-o-2_6 or openbmb/MiniCPM-V-2_6, please set LLM_TYPE=qwen
 LLM_TYPE="qwen"   
 MODEL_MAX_Length=2048 # if conduct multi-images sft, please set MODEL_MAX_Length=4096
diff --git a/finetune/readme.md b/finetune/readme.md
index 188670f5..f874bffb 100644
--- a/finetune/readme.md
+++ b/finetune/readme.md
@@ -99,7 +99,7 @@ Full-parameter parameter finetuning requires updating all parameters of LLM in t
 MODEL="MiniCPM-o-2_6" # or "openbmb/MiniCPM-V-2_6", "openbmb/MiniCPM-Llama3-V-2_5", "openbmb/MiniCPM-V-2"
 DATA="path/to/training_data.json"
 EVAL_DATA="path/to/test_data.json"
-LLM_TYPE="qwen" # llama for MiniCPM-V-4, minicpm for MiniCPM-V-2, llama3 for MiniCPM-Llama3-V-2_5, qwen for MiniCPM-o-2_6/MiniCPM-V-2_6
+LLM_TYPE="qwen" # llama3 for MiniCPM-V-4, minicpm for MiniCPM-V-2, llama3 for MiniCPM-Llama3-V-2_5, qwen for MiniCPM-o-2_6/MiniCPM-V-2_6
 ```
 
 To launch your training, run the following script: