Update _index.md

Author: pareenaverma

content/learning-paths/smartphones-and-mobile/Build-Llama3-Chat-Android-App-Using-Executorch-And-XNNPACK/_index.md

@@ -1,27 +1,27 @@
 ---
-title: Build an Android chat app with Llama, ExecuTorch, and XNNPACK 
+title: Build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK 
 
 minutes_to_complete: 60
 
-who_is_this_for: This is an introductory topic for software developers interested in learning how to build an Android chat app with Llama, ExecuTorch, and XNNPACK.
+who_is_this_for: This is an introductory topic for software developers interested in learning how to build an Android chat app with Llama, KleidiAI, ExecuTorch, and XNNPACK.
 
 learning_objectives: 
     - Set up an ExecuTorch development environment.
-    - Describe how ExecuTorch uses XNNPACK kernels to accelerate performance on Arm-based platforms.
+    - Describe how ExecuTorch uses KleidiAI kernels to accelerate performance on Arm-based platforms.
     - Describe how 4-bit groupwise PTQ quantization reduces model size without significantly sacrificing model accuracy.
     - Build and run Llama models using ExecuTorch on your development machine.
     - Build and run an Android Chat app with different Llama models using ExecuTorch on an Arm-based smartphone.
 
 
 prerequisites:
     - An Apple M1/M2 development machine with Android Studio installed or a Linux machine with at least 16GB of RAM.
-    - An Arm-powered smartphone running Android, with 16GB of RAM.
+    - An Arm-powered smartphone with the i8mm feature running Android, with 16GB of RAM.
     - A USB cable to connect your smartphone to your development machine.
     - Android Debug Bridge (adb) installed on your device. Follow the steps in [adb](https://developer.android.com/tools/adb)  to install Android SDK Platform Tools. The adb tool is included in this package.
     - Java 17 JDK. Follow the steps in [Java 17 JDK](https://www.oracle.com/java/technologies/javase/jdk17-archive-downloads.html) to download and install JDK for host.
     - Python 3.10.
 
-author_primary: Varun Chari
+author_primary: Varun Chari, Pareena Verma
 
 ### Tags
 skilllevels: Introductory