diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index a52771f2..fffda483 100755
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -23,6 +23,7 @@ Model Optimizer Changelog (Linux)
 **Bug Fixes**
 
 - Fix attention head ranking logic for pruning Megatron Core GPT models.
+- Upgrade TensorRT-LLM dependency to 1.1.0rc2.
 
 **New Features**
 
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 7776af71..3fd96a09 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,4 +1,4 @@
-FROM nvcr.io/nvidia/tensorrt-llm/release:1.0.0rc6
+FROM nvcr.io/nvidia/tensorrt-llm/release:1.1.0rc2.post2
 
 ARG PIP_EXTRA_INDEX_URL="https://pypi.nvidia.com"
 ENV PIP_EXTRA_INDEX_URL=$PIP_EXTRA_INDEX_URL \