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    3. Joseph Bloom · Feature Splitting for GPT2-Small
    5. GPT2-Small
    7. Residual Feature Splitting 24576
    9. 8-RES_FS24576-JB
    11. 6024
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    INDEX
    Explanations

    mathematical operations such as division and multiplication inside a "black box"

    oai_token-act-pair · gpt-3.5-turboTriggered by @bot
    New Auto-Interp
    Top Features by Cosine Similarity
    Comparing With GPT2-SMALL @ 8-res_fs24576-jb
    Configuration
    jbloom/GPT2-Small-Feature-Splitting-Experiment-Layer-8/blocks.8.hook_resid_pre_24576
    Prompts (Dashboard)
    24,576 prompts, 128 tokens each
    Dataset (Dashboard)
    Skylion007/openwebtext
    Features
    24,576
    Data Type
    torch.float32
    Hook Point
    blocks.8.hook_resid_pre
    Architecture
    standard
    Context Size
    128
    Dataset
    Skylion007/openwebtext
    Hook Point Layer
    8
    Activation Function
    relu
    Embeds
    IFrame
    Link
    Not in Any Lists

    No Comments

    Neuron Alignment
    Index
    Value
    % of L₁
    187
    +0.10
    0.5%
    99
    +0.10
    0.5%
    288
    +0.10
    0.4%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    288
    +0.10
    0.02
    271
    +0.10
    0.01
    623
    +0.10
    0.01
    Negative Logits
    oho
    -0.83
    bones
    -0.83
    nee
    -0.83
    cko
    -0.78
    hov
    -0.75
    kj
    -0.74
    urus
    -0.73
    ERAL
    -0.72
    twitch
    -0.72
    ogo
    -0.71
    POSITIVE LOGITS
    atform
    1.07
     multipl
    1.00
     multiplication
    0.92
    icative
    0.86
     multiplier
    0.86
    ulative
    0.86
     additive
    0.85
    osity
    0.85
     amplification
    0.84
    ithmetic
    0.83
    Activations Density 0.046%

    No Known Activations