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    2. Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
    3. GPT2-Small
    4. Residual Similar CE Local
    5. 6-RES_SCL-AJT
    6. 34511
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    Explanations

    specific elements or patterns in computer programming code, such as keywords related to error handling, code structure elements, and code string manipulation

    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
    274
    +0.10
    0.6%
    308
    +0.08
    0.5%
    456
    +0.07
    0.4%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    308
    +0.10
    0.09
    326
    +0.08
    0.22
    274
    +0.07
    0.10
    Negative Logits
    venants
    -0.68
    oin
    -0.61
    acles
    -0.60
    omorphic
    -0.60
    acle
    -0.58
    otype
    -0.57
    cium
    -0.54
    asel
    -0.54
    uron
    -0.53
    velt
    -0.53
    POSITIVE LOGITS
     ++
    0.63
    >>\
    0.60
    +=
    0.57
    ilight
    0.56
    onga
    0.55
    [[
    0.54
    Skip
    0.54
    tsky
    0.53
    ++)
    0.53
     chop
    0.52
    Activations Density 7.415%

    No Known Activations