diff --git a/README.md b/README.md
index 19e4d9b..fc949da 100644
--- a/README.md
+++ b/README.md
@@ -66,9 +66,10 @@ Before proceeding, you'll need to install the necessary dependencies. You can do
 ```
 pip install -r requirements.txt
 ```
+A demo is also available on the [🤗 Hugging Face Space](https://huggingface.co/spaces/deepseek-ai/deepseek-coder-7b-instruct), and you can run the demo locally using [app.py](https://huggingface.co/spaces/deepseek-ai/deepseek-coder-7b-instruct/blob/main/app.py).  (thanks to all the HF team for their support)
+
 Here are some examples of how to use our model.
 
-A demo is also available on the [🤗 Hugging Face Space](https://huggingface.co/spaces/deepseek-ai/deepseek-coder-7b-instruct) (thanks to all the HF team for their support).
 #### 1）Code Completion
 ```python
 from transformers import AutoTokenizer, AutoModelForCausalLM