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Heretic is a fully automatic tool that removes censorship from transformer-based LLMs via directional ablation/abliteration, achieving results comparable to manual methods in under an hour with minimal human effort.
The article discusses the potential compatibility of DFlash and PFlash multi-model speedup methods with Heretic, a tool used for model decensoring, while highlighting the performance benefits on models like Qwen3.6 and Gemma 4.