diff --git a/README.md b/README.md
index aed8408c..1e6b5886 100644
--- a/README.md
+++ b/README.md
@@ -62,7 +62,7 @@ The inference pipeline operates by finding text elements in a document page usin
 We offer several detection models including [Detectron2](https://github.com/facebookresearch/detectron2) and [YOLOX](https://github.com/Megvii-BaseDetection/YOLOX).
 
 > [!NOTE]  
-> By default, `unstructured_inference` downloads models from [HuggingFace](https://huggingface.co/). If you would like to use models from [ModelScope](https://modelscope.cn/), set the environment variable `UNSTRUCTURED_USE_MODELSCOPE=true` before initializing the engine.
+> By default, `unstructured_inference` downloads models from [HuggingFace](https://huggingface.co/). If you would like to use models from [ModelScope](https://modelscope.cn/), set the environment variable `UNSTRUCTURED_USE_MODELSCOPE=true` before initialization.
 
 ### Using a non-default model