Update README.md

README.md

@@ -28,7 +28,7 @@ Our appreciation for the sponsors of Dolphin 2.9:
 
 This model utilizes PEFT layer replication at inference time to duplicate layers and increase parameter count. This works with both the merged model that comes stock with this repository,
 and the adapter that is attached as well. Performance will be similar with both methods, but VRAM use is considerably less when using the adapter.
-This model was initialized using [Unsloth's Mistralfied Phi-3-Instruct-4k](https://huggingface.co/unsloth/Phi-3-mini-4k-instruct). If you choose to use the adapter method, please attach it their model.
+This model was initialized using [Unsloth's Mistralfied Phi-3-Instruct-4k](https://huggingface.co/unsloth/Phi-3-mini-4k-instruct). If you choose to use the adapter method, please attach it to their model.
 
 <img src="https://i.ibb.co/C6sqLBH/Vram-Use.png" width="300">