Update README.md

README.md

@@ -11,9 +11,9 @@ tags:
 The models are quantized & tested via [Ryzen AI SW 1.2](https://github.com/amd/RyzenAI-SW/tree/main/example/transformers).
 
 The folder `quantized_models` contains a set of LLMs quantized via different algorithms.    
-The folder `onnx_model_nodes` contains a set of `mlp.up_proj` nodes for `-npugpu` device parallel config. 
+The folder `onnx_model_nodes` contains the `mlp.up_proj` nodes for `-npugpu` device parallel config. 
 
-Due to the disordered Ryzen AI Python environment. You may need to install different versions of transformers:
+Due to the disordered Ryzen AI Python environment, you may need to install different versions of transformers:
 ```python
 transformers==4.37.2  # Others
 transformers==4.39.1  # GEMMA