diff --git a/training/a4x/wan2-1-14b/nemo-pretraining-gke/8node-BF16-GBS64/recipe/README.md b/training/a4x/wan2-1-14b/nemo-pretraining-gke/8node-BF16-GBS64/recipe/README.md
index 33147c1..339dd95 100644
--- a/training/a4x/wan2-1-14b/nemo-pretraining-gke/8node-BF16-GBS64/recipe/README.md
+++ b/training/a4x/wan2-1-14b/nemo-pretraining-gke/8node-BF16-GBS64/recipe/README.md
@@ -1,7 +1,7 @@
 <!-- mdformat global-off -->
-# Pretrain wan2-1-14b-fp8cs-gbs64-gpus32 workloads on a4x GKE Node pools with NVIDIA DFM & Megatron-Bridge
+# Pretrain wan2-1-14b-fp8cs-gbs64-gpus32 workloads on a4x GKE Node pools with NVIDIA NeMo Megatron-Bridge
 
-This recipe outlines the steps for running a wan2-1-14b-fp8cs-gbs64-gpus32 pretraining workload on a4x GKE Node pools by using the NVIDIA DFM (Digital Fingerprint Model) Framework and Megatron-Bridge.
+This recipe outlines the steps for running a wan2-1-14b-fp8cs-gbs64-gpus32 pretraining workload on a4x GKE Node pools by using the NVIDIA NeMo Megatron-Bridge.
 
 ## Orchestration and deployment tools
 
@@ -144,4 +144,4 @@ uninstall Helm, run the following command from your client:
 
 ```bash
 helm uninstall $USER-a4x-wan2-1-14b-8node
-```
\ No newline at end of file
+```