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@@ -90,8 +90,7 @@ Exploring Refusal Loss Landscapes </title>
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  </div>
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  <p>
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- Below we present the definition of the <strong>Refusal Loss</strong> and how we approximate it's function value and gradient. See more details about the concept&approximation of Refusal loss
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- and how we draw the landscape in the paper.
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  </p>
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  <div id="refusal-loss-formula" class="container">
 
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  </div>
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  <p>
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+ Below we present the definition of the <strong>Refusal Loss</strong> and how we approximate it's function value and gradient. See more details about the concept, approximation and 2-d landscape drawing of it in our paper.
 
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  </p>
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  <div id="refusal-loss-formula" class="container">