diff --git a/nvidia/nvfp4-quantization/README.md b/nvidia/nvfp4-quantization/README.md
index 94477ed..046460b 100644
--- a/nvidia/nvfp4-quantization/README.md
+++ b/nvidia/nvfp4-quantization/README.md
@@ -6,7 +6,7 @@
 
 - [Overview](#overview)
   - [NVFP4 on Blackwell](#nvfp4-on-blackwell)
-- [Instructions](#instructions)
+- [Desktop Access](#desktop-access)
 
 ---
 
@@ -71,7 +71,7 @@ huggingface-cli whoami
 
 **Rollback**: Remove the output directory and any pulled Docker images to restore original state.
 
-## Instructions
+## Desktop Access
 
 ## Step 1. Prepare the environment
 
diff --git a/nvidia/ollama/README.md b/nvidia/ollama/README.md
index a241fcd..776203d 100644
--- a/nvidia/ollama/README.md
+++ b/nvidia/ollama/README.md
@@ -6,7 +6,6 @@
 
 - [Overview](#overview)
 - [Instructions](#instructions)
-- [Access with NVIDIA Sync](#access-with-nvidia-sync)
 
 ---
 
@@ -230,7 +229,3 @@ Monitor GPU and system usage during inference using the DGX Dashboard available
 
 Build applications using the Ollama API by integrating with your preferred programming language's
 HTTP client libraries.
-
-## Access with NVIDIA Sync
-
-## Step 1. (DRAFT)