Update README.md

README.md

@@ -11,7 +11,7 @@ pipeline_tag: token-classification
 
 ## Introduction
 
-BertChunker is a text chunker based on BERT with a classifier head to predict the start token of chunks (for use in RAG, etc). It was finetuned on [nreimers/MiniLM-L6-H384-uncased](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). The whole training lasted for 10 minutes on a Nvidia P40 GPU on a 50 MB synthetized dataset.
+BertChunker is a text chunker based on BERT with a classifier head to predict the start token of chunks (for use in RAG, etc), and using a sliding window it cuts documents of any size into chunks. It was finetuned on [nreimers/MiniLM-L6-H384-uncased](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). The whole training lasted for 10 minutes on a Nvidia P40 GPU on a 50 MB synthetized dataset.
 
 This repo includes model checkpoint, BertChunker class definition file and all the other files needed.