Update README.md

README.md

@@ -6,7 +6,7 @@
 
 # Introduction
 
-This repository hosts the **Qwen 2.5** models for the [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) library. It includes **unquantized** version of the Qwen model in `.pte` format, ready for use in the **ExecuTorch** runtime.
+This repository hosts the **Qwen 2.5** models for the [React Native ExecuTorch](https://www.npmjs.com/package/react-native-executorch) library. It includes **unquantized** and **quantized** versions of the Qwen 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.
 
@@ -18,11 +18,13 @@ 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`
+- `qwen-2.5-0.5B`
+- `qwen-2.5-1.5B`
+- `qwen-2.5-3B`
 
-The directory contains original version of model.
+Each directory contains different versions of the model, including **quantized**, and the **original** models.
 
 - The `.pte` file should be passed to the `modelSource` parameter.
 - The tokenizer for the models is available within the repo root, under `tokenizer.json` and `tokenizer_config.json`