Update README.md

README.md

@@ -4,7 +4,7 @@ license: apache-2.0
 
 # Introduction
 
-This repository hosts the **SmolLm2** models for the [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) library. It includes **unquantized** version of the SmolLM model in `.pte` format, ready for use in the **ExecuTorch** runtime.
+This repository hosts the **SmolLm2** models for the [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) library. It includes **unquantized** and **quantized** versions of the SmolLM model in `.pte` format, ready for use in the **ExecuTorch** runtime.
 
 If you'd like to run these models in your own ExecuTorch runtime, refer to the [official documentation](https://pytorch.org/executorch/stable/index.html) for setup instructions.
 
@@ -16,9 +16,11 @@ These models were exported using `v0.6.0` version and **no forward compatibility
 
 ### Repository Structure
 
-The repository is organized into one main directory:
+The repository is organized into three main directories:
 
-- `original`
+- `smolLm-2-135M`
+- `smolLm-2-360M`
+- `smolLm-2-1.7B`
 
 The directory contains original version of model.