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    Circuit Sparsity
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    Explanations

    `__init__` method definition

    python-code · gemini-2.5-flash-lite
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    Negative Logits
     q
    -0.09
    q
    -0.07
    22
    -0.05
    gs
    -0.04
     r
    -0.04
    .d
    -0.04
    Q
    -0.04
     id
    -0.03
     dist
    -0.03
    X
    -0.02
    Positive Logits
    ffe
    0.06
    imum
    0.05
    adjac
    0.04
    li
    0.03
     spe
    0.03
    ing
    0.02
    and
    0.02
     co
    0.01
        ↵
    0.01
    S
    0.01
    Activations Density 51.818%

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    Circuit Sparsity
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    Explanations

    f-string print statements or function calls

    python-code · gemini-2.5-flash-lite
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    get
    -0.02
    `
    -0.01
    _f
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     sy
    -0.00
    '
    0.00
    #
    0.00
    &
    0.00
    %
    0.00
    *
    0.00
    )
    0.00
    Positive Logits
    ener
    0.04
     range
    0.04
     None
    0.03
     False
    0.03
     True
    0.03
    The
    0.02
    iven
    0.02
     the
    0.02
     The
    0.02
    (st
    0.02
    Activations Density 44.414%

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