I think you are going to really need to use Rust code and other memory safe languages in your backends and apps from now on.

Anyway, I just learned what abliterated means and it might be obsolete by tomorrow.

Edit:

> An abliterated large language model (LLM) is an open-weight model modified to remove or dampen its built-in safety refusals without requiring full retraining or prompt jailbreaks.

I've actually had better success jailbreaking deepseek with a less aligned model (glm 5.2) which then allowed me to jailbreak deepseek with deepseek into pretty much doing whatever I ask it to, there's still rare refusals and due to the natural randomness of these models simply retrying a couple of times if you do hit one makes it work just fine.

The big problem with all open-source models is once it decides to start something it will not stop mid-way so using another unaligned model to rewrite reasoning and then feeding it back into the model will make it happily continue.

What do people do that triggers refusals?

The only thing I saw where this had a point was muse glimmer, because muse glimmer is primarily a creative writing engine for virtual characters, and that way it can do the horny. But coding models?

I did get a refusal out of qwen once. Once. Over weeks of using it.

https://huggingface.co/blog/mlabonne/abliteration