diff --git a/examples/minicpmv/README.md b/examples/minicpmv/README.md
index 794fbbb29..6bb0feab4 100644
--- a/examples/minicpmv/README.md
+++ b/examples/minicpmv/README.md
@@ -1,17 +1,31 @@
-### 所有命令在 llama.cpp 根目录执行，模型位于根目录上级目录处
-### All command should be executed under the root path of llama.cpp repo. We assume the MiniCPM-V-2.5 model are put in its parent folder.
+## Instructions
+Download model files from huggingface to "MiniCPM-V-2_5" folder.
 
+Clone code
+```bash
+git clone -b minicpm-v2.5 https://github.com/OpenBMB/llama.cpp.git
+cd llama.cpp
+```
+
+Prepare the model
+
+```bash
+python ./examples/minicpmv/minicpmv-surgery.py -m ../MiniCPM-V-2_5
+python ./examples/minicpmv/minicpmv-convert-image-encoder-to-gguf.py -m ../MiniCPM-V-2_5 --minicpmv-projector ../MiniCPM-V-2_5/minicpmv.projector --output-dir ../MiniCPM-V-2_5/ --image-mean 0.5 0.5 0.5 --image-std 0.5 0.5 0.5
+python ./convert.py ../MiniCPM-V-2_5/model  --outtype f16 --vocab-type bpe
+
+# quantize int4 version
+./quantize ../MiniCPM-V-2_5/model/model-8B-F16.gguf ../MiniCPM-V-2_5/model/ggml-model-Q4_K_M.gguf Q4_K_M
+```
+Try to inference
 ```bash
 make
 make minicpmv-cli
 
-python ./examples/minicpmv/minicpmv-surgery.py -m ../MiniCPM-V-2_5
-python ./examples/minicpmv/minicpmv-convert-image-encoder-to-gguf.py -m ../MiniCPM-V-2_5 --minicpmv-projector ../MiniCPM-V-2_5/minicpmv.projector --output-dir ../MiniCPM-V-2_5/ --image-mean 0.5 0.5 0.5 --image-std 0.5 0.5 0.5
-python ./convert.py ../MiniCPM-V-2_5/model  --outtype f16 --vocab-type bpe
+# run quantize f16 version
 ./minicpmv-cli -m ../MiniCPM-V-2_5/model/model-8B-F16.gguf --mmproj ../MiniCPM-V-2_5/mmproj-model-f16.gguf -c 4096 --temp 0.7 --top-p 0.8 --top-k 100 --repeat-penalty 1.05 --image xx.jpg -p "What is in the image?"
 
-# or run quantize int4 version
-./quantize ../MiniCPM-V-2_5/model/model-8B-F16.gguf ../MiniCPM-V-2_5/model/ggml-model-Q4_K_M.gguf Q4_K_M
+# run quantize int4 version
 ./minicpmv-cli -m ../MiniCPM-V-2_5/model/ggml-model-Q4_K_M.gguf --mmproj ../MiniCPM-V-2_5/mmproj-model-f16.gguf -c 4096 --temp 0.7 --top-p 0.8 --top-k 100 --repeat-penalty 1.05 --image xx.jpg  -p "What is in the image?"
 
 # or run in interactive mode
@@ -20,7 +34,7 @@ python ./convert.py ../MiniCPM-V-2_5/model  --outtype f16 --vocab-type bpe
 
 ### Android
 
-#### Build on Android using Termux
+#### Build for Android using Termux
 [Termux](https://github.com/termux/termux-app#installation) is a method to execute `llama.cpp` on an Android device (no root required).
 ```
 apt update && apt upgrade -y