diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1d12ebf..b83f566 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,12 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
+## [v0.5.1](https://github.com/elixir-nx/xla/tree/v0.5.1) (2023-09-14)
+
+### Changed
+
+* Bumped the version requirement for CUDA 12 to CUDA 12.1 and cuDNN 8.9 ([#54](https://github.com/elixir-nx/xla/pull/54))
+
 ## [v0.5.0](https://github.com/elixir-nx/xla/tree/v0.5.0) (2023-08-13)
 
 ### Added
diff --git a/mix.exs b/mix.exs
index 76b1ac7..8ec8267 100644
--- a/mix.exs
+++ b/mix.exs
@@ -1,7 +1,7 @@
 defmodule XLA.MixProject do
   use Mix.Project
 
-  @version "0.5.0"
+  @version "0.5.1"
 
   def project do
     [