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    3. Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
    5. GPT2-Small
    7. Residual Similar CE Local
    9. 6-RES_SCL-AJT
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    descriptions related to programming functions and capabilities, particularly in Python

    oai_token-act-pair · gpt-3.5-turbo
    New Auto-Interp
    Top Features by Cosine Similarity
    Configuration
    neuronpedia/gpt2-small__res_scl-ajt/6-res_scl-ajt
    Prompts (Dashboard)
    12,288 prompts, 128 tokens each
    Dataset (Dashboard)
    Skylion007/openwebtext
    Features
    46,080
    Data Type
    torch.float32
    Hook Point
    blocks.6.hook_resid_pre
    Architecture
    standard
    Context Size
    128
    Dataset
    apollo-research/Skylion007-openwebtext-tokenizer-gpt2
    Hook Point Layer
    6
    Activation Function
    relu
    Embeds
    IFrame
    Link
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    Neuron Alignment
    Index
    Value
    % of L₁
    447
    +0.13
    0.6%
    195
    +0.11
    0.5%
    326
    +0.10
    0.5%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    195
    +0.13
    -0.01
    105
    +0.11
    0.12
    671
    +0.10
    0.12
    Negative Logits
    their
    -0.66
    AIDS
    -0.65
    SPONSORED
    -0.65
    foreign
    -0.60
    ¥µ
    -0.57
    ĺħ
    -0.56
     assailants
    -0.56
     Nazis
    -0.56
    ['
    -0.55
    ittance
    -0.54
    POSITIVE LOGITS
     wiki
    0.73
    ython
    0.71
     chronological
    0.70
    ebin
    0.70
     ub
    0.69
     deprecated
    0.69
     bookmark
    0.68
    olin
    0.68
     informational
    0.68
     illust
    0.67
    Activations Density 20.423%

    No Known Activations