diff --git a/serving/docs/lmi/configurations_large_model_inference_containers.md b/serving/docs/lmi/configurations_large_model_inference_containers.md
index fa2255757..4f625b6dd 100644
--- a/serving/docs/lmi/configurations_large_model_inference_containers.md
+++ b/serving/docs/lmi/configurations_large_model_inference_containers.md
@@ -3,7 +3,7 @@
 There are a number of shared configurations for python models running large language models.
 They are also available through the [Large Model Inference Containers](https://github.com/aws/deep-learning-containers/blob/master/available_images.md#large-model-inference-containers).
 
-### Common ([doc](https://github.com/deepjavalibrary/djl-serving/blob/521e0edadec35b04ec9e1d51b9e406119efd0235/serving/docs/configurations_large_model_inference_containers.md#common-doc))
+### Common ([doc](https://docs.aws.amazon.com/sagemaker/latest/dg/large-model-inference-configuration.html))
 
 | Item	                                              | Required	 | Description	                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | Example value	                                                                                                                                |
 |----------------------------------------------------|-----------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|
diff --git a/serving/docs/lmi/tuning_guides/trtllm_tuning_guide.md b/serving/docs/lmi/tuning_guides/trtllm_tuning_guide.md
new file mode 100644
index 000000000..c56749430
--- /dev/null
+++ b/serving/docs/lmi/tuning_guides/trtllm_tuning_guide.md
@@ -0,0 +1,3 @@
+# TensorRT LLM Tuning guide
+
+This doc recommends the configurations based on your model and instance type.
\ No newline at end of file
diff --git a/serving/docs/lmi/tutorials/trtllm_aot_tutorial.md b/serving/docs/lmi/tutorials/trtllm_aot_tutorial.md
new file mode 100644
index 000000000..31533f14c
--- /dev/null
+++ b/serving/docs/lmi/tutorials/trtllm_aot_tutorial.md
@@ -0,0 +1,3 @@
+# TensorRT LLM ahead of time compilation of models
+
+This doc helps you to convert your HuggingFace model to Tensorrt-LLM LMI model format to load and run inference with Tensorrt-LLM.
\ No newline at end of file