Update README.md

README.md

@@ -3,7 +3,7 @@ v1 & v2 were destined for the bit bucket <br/>
 <br/>
 Each of these use different vectors and have some variations in where the new refusal boundaries lie. None of them seem totally jailbroken.
 
-Advantage: only need to project down_proj for one layer, so there is usually very little brain damage. <br/>
+Advantage: only need to alter down_proj for one layer, so there is usually very little brain damage. <br/>
 Disadvantage: using the difference of means method is precisely targetted, while this method requires filtering for interesting control vectors from a selection of prompts
 
 [https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v3](https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v3) <br/>