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    3. Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
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    oai_token-act-pair · gpt-3.5-turbo
    New Auto-Interp
    Top Features by Cosine Similarity
    Configuration
    neuronpedia/gpt2-small__res_scefr-ajt/6-res_scefr-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
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    Neuron Alignment
    Index
    Value
    % of L₁
    360
    +0.03
    0.5%
    503
    +0.02
    0.4%
    411
    +0.02
    0.4%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    326
    +0.03
    0.03
    343
    +0.02
    0.03
    113
    +0.02
    0.03
    Negative Logits
    aign
    -0.18
     Bard
    -0.17
    heid
    -0.16
    ktop
    -0.15
    itect
    -0.15
     orphans
    -0.15
     biod
    -0.15
     grit
    -0.15
    Downloadha
    -0.15
     unborn
    -0.15
    POSITIVE LOGITS
    ¥ŀ
    0.20
    ©¶æ¥µ
    0.20
    esty
    0.20
    senal
    0.19
     exting
    0.18
    querque
    0.18
    ported
    0.17
    anium
    0.17
    uesday
    0.17
    zn
    0.17
    Activations Density 0.174%

    No Known Activations