diff --git a/code/README.md b/code/README.md
index b24df32..04d6989 100644
--- a/code/README.md
+++ b/code/README.md
@@ -10,11 +10,15 @@
 ```bash
 curl -sSL https://pdm-project.org/install-pdm.py | python3 -
 ```
-### 2. Install dependencies
+### 2. Update `$PATH`
+```bash
+export PATH=/root/.local/bin:$PATH
+```
+### 3. Install dependencies
 ```bash
 pdm install
 ```
-### 3. Run training code
+### 4. Run training code
 ```bash
 pdm run_training
 ```