A few different attempts at orthogonalization/abliteration of llama-3.1-8b-instruct using variations of the method from "Mechanistically Eliciting Latent Behaviors in Language Models". v1 & v2 were destined for the bit bucket 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 alter down_proj for one layer, so there is usually very little brain damage. 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-v4 https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v5 https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v6 https://huggingface.co/lodrick-the-lafted/llama-3.1-8b-instruct-ortho-v7