diff --git a/training/a4x/llama3-1-405b/nemo-pretraining-gke/32node-FP8CS-GBS2048/recipe/README.md b/training/a4x/llama3-1-405b/nemo-pretraining-gke/32node-FP8CS-GBS2048/recipe/README.md
index 485aa912..0ffded1f 100644
--- a/training/a4x/llama3-1-405b/nemo-pretraining-gke/32node-FP8CS-GBS2048/recipe/README.md
+++ b/training/a4x/llama3-1-405b/nemo-pretraining-gke/32node-FP8CS-GBS2048/recipe/README.md
@@ -83,7 +83,7 @@ gcloud container clusters get-credentials $CLUSTER_NAME --region $CLUSTER_REGION
 
 ### Configure and submit a pretraining job
 
-#### Using 16 node (64 gpus) fp8 precision
+#### Using 32 node (128 gpus) fp8 precision
 To execute the job with the default settings, run the following command from
 your client: