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@@ -28,9 +28,9 @@ library_name: transformers
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  Ariadne keeps the underlying Laya encoder frozen and trains only a single identity-initialized affine transformation immediately before the encoder stack:
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- \[
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  h' = Wh + b,\qquad W_0 = I,\qquad b_0 = 0
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- \]
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  The interface contains just **1,049,600 trainable parameters**.
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  Ariadne keeps the underlying Laya encoder frozen and trains only a single identity-initialized affine transformation immediately before the encoder stack:
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+ $$
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  h' = Wh + b,\qquad W_0 = I,\qquad b_0 = 0
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+ $$
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  The interface contains just **1,049,600 trainable parameters**.
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