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  1. nanogpt-modernization nanogpt-modernization Public

    Llama-style modernization of nanoGPT with controlled ablations — RMSNorm, SwiGLU, RoPE

    Python

  2. prereg-induction-pe prereg-induction-pe Public

    Pre-registered toy-model study of how positional encoding (RoPE / learned / NoPE) shapes induction-circuit formation and ablation robustness in a 2-layer transformer. Predictions committed before t…

    Python