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  ## 🧠 Abliteration v2
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  In the original technique, a refusal direction is computed by comparing the residual streams between target (harmful) and baseline (harmless) samples.
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  Here, the model was abliterated by computing a refusal direction for each layer, independently.
 
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  ## 🧠 Abliteration v2
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/HnBRigUfoQaCnpz96jnun.png)
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  In the original technique, a refusal direction is computed by comparing the residual streams between target (harmful) and baseline (harmless) samples.
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  Here, the model was abliterated by computing a refusal direction for each layer, independently.