Update README.md

README.md

@@ -211,7 +211,7 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
 ```
 
 # Notes:
-- For small datasets with narrow content which the model has already done well on our domain, and doesn't want the model to forget the knowledge => Just need to focus on q,v. 
+- For small datasets with narrow content which the model has already done well on our domain, and doesn't want the model to forget the knowledge => Just need to focus on q,v base on LoRA paper. 
 - Fine-tuned lora with rank = 8 and alpha = 16, epoch = 1, linear (optim)
 - DoRA