diff --git a/config.txt b/config.txt
index 1a9474ab..b6b788f2 100644
--- a/config.txt
+++ b/config.txt
@@ -2,7 +2,7 @@ BASE_IMAGE_REPO=gcr.io/deeplearning-platform-release
 BASE_IMAGE_TAG=m86
 CPU_BASE_IMAGE_NAME=tf2-cpu.2-6
 GPU_BASE_IMAGE_NAME=tf2-gpu.2-6
-LIGHTGBM_VERSION=3.2.1
+LIGHTGBM_VERSION=3.3.1
 TORCH_VERSION=1.9.1
 TORCHAUDIO_VERSION=0.9.1
 TORCHTEXT_VERSION=0.10.1