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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 E2E Recon
    9. 6-RES_SCEFR-AJT
    11. 8768
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    text related to software development and programming, specifically concerning project structure, code examples, and compiler instructions

    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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    Neuron Alignment
    Index
    Value
    % of L₁
    640
    +0.40
    2.3%
    480
    +0.11
    0.6%
    160
    +0.10
    0.6%
    Correlated Neurons
    Index
    P. Corr.
    Cos Sim.
    640
    +0.40
    0.41
    160
    +0.11
    0.28
    107
    +0.10
    0.14
    Negative Logits
     lifes
    -0.68
     undet
    -0.64
     censored
    -0.63
     camp
    -0.61
     marching
    -0.61
     commission
    -0.61
     reflex
    -0.61
     hust
    -0.59
    boro
    -0.59
     crossing
    -0.58
    POSITIVE LOGITS
    However
    1.01
    Since
    0.99
    Conclusion
    0.98
    Examples
    0.98
    Moreover
    0.96
    CONCLUS
    0.94
    Nevertheless
    0.94
    If
    0.93
    Unfortunately
    0.92
    References
    0.92
    Activations Density 10.171%

    No Known Activations