diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 00000000..bb39be3a
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,39 @@
+name: publish
+
+on:
+  release:
+    types: [published]
+
+jobs:
+  publish:
+    name: Upload release to PyPI
+
+    runs-on: ubuntu-latest
+
+    environment:
+      name: release
+      url: https://pypi.org/p/llamafactory
+
+    permissions:
+      id-token: write
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: "3.8"
+      
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install build
+      
+      - name: Build package
+        run: |
+          python -m build
+      
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/src/llamafactory/extras/env.py b/src/llamafactory/extras/env.py
index 586c24c0..ee224148 100644
--- a/src/llamafactory/extras/env.py
+++ b/src/llamafactory/extras/env.py
@@ -23,7 +23,7 @@ import trl
 from transformers.utils import is_torch_cuda_available, is_torch_npu_available
 
 
-VERSION = "0.8.2.dev0"
+VERSION = "0.8.2"
 
 
 def print_env() -> None: