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    Circuit Sparsity
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    Explanations

    `__init__` method calls

    python-code · gemini-2.5-flash-lite
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    Negative Logits
    tion
    -0.10
     temp
    -0.04
    =
    -0.04
    (re
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     me
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    dd
    -0.03
    (N
    -0.03
     else
    -0.03
    [t
    -0.03
    Positive Logits
    hor
    0.11
    es
    0.05
     mo
    0.05
     assign
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    isited
    0.04
     process
    0.04
    assign
    0.04
     ver
    0.03
    atus
    0.03
    re
    0.03
    Activations Density 6.396%

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    Circuit Sparsity
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    Explanations

    tuple assignment with zero

    python-code · gemini-2.5-flash-lite

    `if __name__ ==` (negative activations)

    python-code · gemini-2.5-flash-lite
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     it
    -0.12
     each
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    ver
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     a
    -0.01
    _num
    -0.01
     (
    -0.01
    -0.01
     S
    -0.01
     i
    -0.01
     V
    -0.01
    Positive Logits
    atus
    0.05
     :
    0.04
    :-
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    itude
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    ache
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    dict
    0.03
    anage
    0.03
    loor
    0.03
    resh
    0.03
    reshold
    0.03
    Activations Density 99.866%

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