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@@ -95,7 +95,7 @@ whereas the general (non-orthogonal) "multiplicative-LoRA" method can (in theory
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  `h' = h + u @ v^T @ h`
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- It can also (in theory) perform [Householder Transformation(s)](https://en.wikipedia.org/wiki/Householder_transformation):
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  `h' = h - 2 * v @ v^T @ h`
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  `h' = h + u @ v^T @ h`
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+ This general (non-orthogonal) "multiplicative-LoRA" method can also (in theory) perform [Householder Transformation(s)](https://en.wikipedia.org/wiki/Householder_transformation):
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  `h' = h - 2 * v @ v^T @ h`
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