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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. 3879
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    Explanations

    mentions of specific highways, particularly Interstates 9 and 10

    oai_token-act-pair · gpt-3.5-turbo
    Triggered 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
    Neuron Alignment
    Index
    Value
    % of L₁
    116
    +0.12
    0.5%
    566
    +0.12
    0.5%
    220
    +0.10
    0.5%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    220
    +0.12
    0.01
    147
    +0.12
    0.01
    116
    +0.10
    0.01
    Negative Logits
    rooms
    -0.90
    */(
    -0.84
    dylib
    -0.80
    fman
    -0.78
    isters
    -0.77
    eries
    -0.76
    bourg
    -0.76
     Nanto
    -0.73
    erk
    -0.72
    ouf
    -0.72
    POSITIVE LOGITS
     highways
    0.99
     highway
    0.94
     Highway
    0.93
     Traffic
    0.87
     Commerce
    0.85
     Route
    0.83
     freeway
    0.81
     Interstate
    0.81
    Route
    0.80
     Speedway
    0.77
    Activations Density 0.014%

    No Known Activations