diff --git a/.gitignore b/.gitignore
index 37a3805..7f4f82d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,2 +1,19 @@
 .idea/*
-.DS_Store
\ No newline at end of file
+.DS_Store
+
+# compilation and distribution
+__pycache__
+_ext
+*.pyc
+*.pyd
+*.so
+*.dll
+*.egg-info/
+build/
+dist/
+wheels/
+
+# editor settings
+.idea
+.vscode
+_darcs
\ No newline at end of file
diff --git a/README.md b/README.md
index 8e00ed8..35cab34 100644
--- a/README.md
+++ b/README.md
@@ -127,10 +127,15 @@ We list the parameters and pretrained checkpoint of ONE-PEACE below.
 * Python >= 3.7
 * Pytorch >= 1.10.0 (recommend 1.13.1)
 * CUDA Version >= 10.2 (recommend 11.6)
-* Install required packages:
+* Install ONE-PEACE
+```
+python -m pip install git+https://github.com/OFA-Sys/ONE-PEACE.git
+```
+* Or clone the repository locally and install with:
 ```bash
 git clone https://github.com/OFA-Sys/ONE-PEACE
-pip install -r requirements.txt
+cd ONE-PEACE
+python -m pip install -e .
 ```
 * For faster training install [Apex](https://github.com/NVIDIA/apex) library (recommended but not necessary):
 ```bash
diff --git a/requirements.txt b/requirements.txt
index 816a308..0a40271 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,3 @@
-./fairseq/
 opencv-python==4.7.0.72
 requests==2.28.1
 tensorboardX==2.6
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..d5467e1
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,21 @@
+import os
+
+import pkg_resources
+from setuptools import setup, find_packages
+
+setup(
+    name="one_peace",
+    py_modules=["one_peace"],
+    version="1.0",
+    description="",
+    author="M6",
+    packages=find_packages(exclude=["one_peace_vision"]),
+    install_requires=[
+        str(r)
+        for r in pkg_resources.parse_requirements(
+            open(os.path.join(os.path.dirname(__file__), "requirements.txt"))
+        )
+    ],
+    include_package_data=True,
+    extras_require={"dev": ["pytest"]},
+)