There's an excellent blog by Nathan Sapwell in which he explores and evaluates various abliteration techniques. I highly recommend it to anyone who needs a simple list of the top-performing abliterated models.
https://abliterlitics.dev/
https://abliterlitics.dev/
Abliterlitics
Abliterlitics: Abliteration Forensics Toolkit
Open-source LLM abliteration forensics toolkit. Compare Heretic, Huihui, AEON, Abliterix, Apostate, and HauhauCS techniques across 10 models using HarmBench safety evaluation, benchmark retention, KL divergence, and weight-level SVD analysis.
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