diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 45ca42f0..b68e7803 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.0.5"
+  ".": "0.0.6"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 10c7f4aa..ee552bfe 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,15 @@
 # Changelog
 
+## [0.0.6](https://github.com/flashinfer-ai/flashinfer/compare/v0.0.5...v0.0.6) (2024-06-21)
+
+### Bugfix
+
+Fix some bug in v0.0.5 that might lead to crashes and instable performance.
+
+### Performance Improvements
+
+* use 1x4 warp layout for small query length ([#322](https://github.com/flashinfer-ai/flashinfer/issues/322)) ([4e89b4d](https://github.com/flashinfer-ai/flashinfer/commit/4e89b4dfdeb0c07b290ace9f82edf31e63136cfd))
+
 ## [0.0.5](https://github.com/flashinfer-ai/flashinfer/compare/v0.0.4...v0.0.5) (2024-06-20)
 
 ### Highlights
diff --git a/version.txt b/version.txt
index bbdeab62..1750564f 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-0.0.5
+0.0.6