Update README.md

README.md

@@ -2,7 +2,7 @@
 base_model:
 - Qwen/Qwen2.5-VL-7B-Instruct
 ---
-This is an example model  to show how to run autoround format for visual langugae model on vLLM. Some visual modules have been quantized with 8 bits
+This is an example model demonstrating how to run the AutoRound format for a visual language model on vLLM. Some visual modules have been quantized to 8-bit precision.
 
 this pr https://github.com/vllm-project/vllm/pull/21802 is required.