Update README.md

README.md

@@ -8,9 +8,9 @@ base_model:
 - mistralai/Mistral-7B-Instruct-v0.3
 ---
 
-Lightweight LoRA adapters trained on the EdinburghNLP/XSum dataset for abstractive news summarization.
+Lightweight LoRA adapter trained on the EdinburghNLP/XSum dataset for abstractive news summarization.
 
-The adapters fine-tune Mistral-7B-Instruct-v0.3 using ~50k training and 2k validation samples prepared via a summarization prompt.
+The adapter fine-tunes Mistral-7B-Instruct-v0.3 using ~50k training and 2k validation samples prepared via a summarization prompt.
 
 Training used the following parameters:  
 r=8,