diff --git a/docs/benchmarks/language/get-llama3_1-405b-data.md b/docs/benchmarks/language/get-llama3_1-405b-data.md
index e700e0c1a..57bb8efeb 100644
--- a/docs/benchmarks/language/get-llama3_1-405b-data.md
+++ b/docs/benchmarks/language/get-llama3_1-405b-data.md
@@ -13,14 +13,14 @@ The benchmark implementation run command will automatically download the validat
 
     ### Get Validation Dataset
     ```
-    cm run script --tags=get,dataset,mlperf,inference,llama3,_validation -j
+    cm run script --tags=get,dataset,mlperf,inference,llama3,_validation --outdirname=<path to download> -j
     ```
     
 === "Calibration"
 
     ### Get Calibration Dataset
     ```
-    cm run script --tags=get,dataset,mlperf,inference,llama3,_calibration -j
+    cm run script --tags=get,dataset,mlperf,inference,llama3,_calibration --outdirname=<path to download> -j
     ```
 
 ## Model
@@ -32,10 +32,10 @@ Get the Official MLPerf LLAMA3.1-405b Model
 
     ### Pytorch
     ```
-    cm run script --tags=get,ml-model,llama3 -j
+    cm run script --tags=get,ml-model,llama3 --outdirname=<path to download> --hf_token=<huggingface access token> -j
     ```
   
 !!! tip
 
-    Downloading llama3_1-405B model from Hugging Face will prompt you to enter the Hugging Face username and password. Please note that the password required is the [**access token**](https://huggingface.co/settings/tokens) generated for your account. Additionally, ensure that your account has access to the [llama3-405B](https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct) model.
+    Downloading llama3_1-405B model from Hugging Face will require an [**access token**](https://huggingface.co/settings/tokens) which could be generated for your account. Additionally, ensure that your account has access to the [llama3-405B](https://huggingface.co/meta-llama/Llama-3.1-405B-Instruct) model.