diff --git a/apps/dreamverse/docker/README.md b/apps/dreamverse/docker/README.md
index ce6e9f26c..e41fa7289 100644
--- a/apps/dreamverse/docker/README.md
+++ b/apps/dreamverse/docker/README.md
@@ -47,7 +47,7 @@ Do not set `CUDA_TAG` and `CUDA_VERSION` together. The image installs FastVideo
 from this checkout with the `dreamverse` extra, including FA4 flash-attention
 and FlashInfer for NVFP4 quantization, and builds native FFmpeg.
 
-FastVideo's pinned `fastvideo-kernel==0.3.1` package is installed by default.
+FastVideo's pinned `fastvideo-kernel==0.3.2` package is installed by default.
 To rebuild `fastvideo-kernel` from this checkout during the image build, set:
 
 ```bash
diff --git a/pyproject.toml b/pyproject.toml
index 30e028a91..b6192bb08 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,7 @@ dependencies = [
     "remote-pdb",
 
     # Kernel & Packaging
-    "fastvideo-kernel==0.3.1",
+    "fastvideo-kernel==0.3.2",
     "wheel",
 
     # Training Dependencies