diff --git a/install/install_requirements.sh b/install/install_requirements.sh
index a05e255db..6344509d8 100755
--- a/install/install_requirements.sh
+++ b/install/install_requirements.sh
@@ -53,7 +53,7 @@ PYTORCH_NIGHTLY_VERSION=dev20241002
 VISION_NIGHTLY_VERSION=dev20241002
 
 # Nightly version for torchtune
-TUNE_NIGHTLY_VERSION=dev20240928
+TUNE_NIGHTLY_VERSION=dev20241010
 
 # Uninstall triton, as nightly will depend on pytorch-triton, which is one and the same
 (
@@ -78,7 +78,7 @@ fi
 REQUIREMENTS_TO_INSTALL=(
   torch=="2.6.0.${PYTORCH_NIGHTLY_VERSION}"
   torchvision=="0.20.0.${VISION_NIGHTLY_VERSION}"
-  torchtune=="0.3.0.${TUNE_NIGHTLY_VERSION}"
+  torchtune=="0.4.0.${TUNE_NIGHTLY_VERSION}"
 )
 
 # Install the requirements. --extra-index-url tells pip to look for package