Update README.md

Updated the README to reflect changes based on review.

README.md

@@ -14,14 +14,13 @@ library_name: transformers
 # katanemo/Arch-Function-Chat-1.5B
 
 ## Overview
-The Arch-Function-Chat collection builds upon the Katanemo's [Arch-Function](https://huggingface.co/collections/katanemo/arch-function-66f209a693ea8df14317ad68) collection by extending its capabilities beyond basic function calling. This new collection maintains the state-of-the-art function calling abilities of the original while adding powerful new features that make it even more versatile in real-world applications.
+The Arch-Function-Chat collection builds upon the Katanemo's [Arch-Function](https://huggingface.co/collections/katanemo/arch-function-66f209a693ea8df14317ad68) collection by extending its capabilities beyond function calling. This new collection maintains the state-of-the-art(SOTA) function calling performance of the original collection while adding powerful new features that make it even more versatile in real-world applications.
 
-In addition to the core function calling capabilities, this enhanced collection now offers:
+In addition to function calling capabilities, this collection now offers:
 
-- **Intent matching**: Automatically identifies user intent and maps it to the most appropriate functions
-- **Parameter gathering**: Generates natural follow-up questions to collect missing required parameters
+- **Parameter gathering**: Generates natural follow-up questions to collect missing information for function calling
 - **Result interpretation**: Provides human-friendly responses based on function execution results
-- **Multi-turn dialogue management**: Maintains context throughout complex interactions
+- **Context management**: Mantains context in complex multi-turn interactions
 
 # Requirements
 The code of Arch-Function-Chat-1.5B has been in the Hugging Face `transformers` library and we advise you to install latest version: