Update README.md

README.md

@@ -16,7 +16,7 @@ Retrieval](https://arxiv.org/pdf/2104.08860.pdf) by Lou et el, and implemented i
 
 The training process involved 150,000 videos obtained from the [WebVid Dataset](https://m-bain.github.io/webvid-dataset/), a comprehensive collection of short videos with corresponding textual descriptions sourced from the web.
 
-To adapt the clip model obtained during training into the implementation of [clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32), we have made modifications to the weights.
+In order to integrate the trained clip model into the implementation of [clip-vit-base-patch32](https://huggingface.co/openai/clip-vit-base-patch32), we have made modifications to the weights.
 
 
 ### Use with Transformers