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    3. Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
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    Explanations

    names of individuals named Steven

    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
    Link
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    No Comments

    Neuron Alignment
    Index
    Value
    % of L₁
    167
    +0.15
    0.5%
    459
    +0.13
    0.5%
    631
    +0.13
    0.5%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    288
    +0.15
    0.11
    659
    +0.13
    0.08
    326
    +0.13
    0.09
    Negative Logits
    ktop
    -0.91
     sched
    -0.83
     Parables
    -0.82
    escal
    -0.81
     lapse
    -0.81
    milo
    -0.81
    cigarette
    -0.77
     coping
    -0.77
     administr
    -0.76
     Hurricanes
    -0.76
    POSITIVE LOGITS
    sonian
    1.54
    sson
    1.39
    son
    1.34
     Spielberg
    1.33
    herty
    1.22
     Universe
    1.21
     Gerrard
    1.17
    thouse
    1.15
     Avery
    1.12
    ittal
    1.10
    Activations Density 1.385%

    No Known Activations