diff --git a/adapter_docs/conf.py b/adapter_docs/conf.py
index 85543b34b..ad2333d9b 100644
--- a/adapter_docs/conf.py
+++ b/adapter_docs/conf.py
@@ -27,7 +27,7 @@
 
 docs_versions = [
     "adapters1.1.1",
-    "adapters2.2.0",
+    "adapters2.3.0",
 ]
 
 
diff --git a/setup.py b/setup.py
index e313dfa64..5bc0844a8 100644
--- a/setup.py
+++ b/setup.py
@@ -348,7 +348,7 @@ def run(self):
 
 setup(
     name="adapter-transformers",
-    version="2.3.0a0",
+    version="2.3.0",
     author="Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, Hannah Sterz, based on work by Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Sam Shleifer, Patrick von Platen, Sylvain Gugger, Suraj Patil, Stas Bekman, Google AI Language Team Authors, Open AI team Authors, Facebook AI Authors, Carnegie Mellon University Authors",
     author_email="pfeiffer@ukp.tu-darmstadt.de",
     description="A friendly fork of Huggingface's Transformers, adding Adapters to PyTorch language models",
diff --git a/src/transformers/__init__.py b/src/transformers/__init__.py
index 90cb68c71..f6163b786 100755
--- a/src/transformers/__init__.py
+++ b/src/transformers/__init__.py
@@ -22,7 +22,7 @@
 # to defer the actual importing for when the objects are requested. This way `import transformers` provides the names
 # in the namespace without actually importing anything (and especially none of the backends).
 
-__adapters_version__ = "2.3.0a0"
+__adapters_version__ = "2.3.0"
 __version__ = "4.12.5"
 
 # Work around to update TensorFlow's absl.logging threshold which alters the