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    3. Apollo Research · Taylor · Identifying Functionally Important Features with End-to-End Sparse Dictionary Learning
    5. GPT2-Small
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    programming languages and related terms, particularly when comparing different programming languages and discussing programming concepts

    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
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    relu
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    Neuron Alignment
    Index
    Value
    % of L₁
    167
    +0.18
    0.7%
    218
    +0.15
    0.6%
    360
    +0.12
    0.5%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    288
    +0.18
    0.10
    167
    +0.15
    0.02
    575
    +0.12
    0.07
    Negative Logits
    uous
    -0.85
    ous
    -0.84
    iful
    -0.84
     Cheong
    -0.84
    vol
    -0.75
    ously
    -0.73
    lain
    -0.73
    820
    -0.72
     claimants
    -0.69
    igham
    -0.67
    POSITIVE LOGITS
    matically
    1.65
    mable
    1.60
    mers
    1.49
    matic
    1.46
    atically
    1.26
    matical
    1.23
    mercial
    1.11
    ming
    1.07
    eering
    0.97
    intosh
    0.96
    Activations Density 1.193%

    No Known Activations