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  1. an1-core an1-core Public

    A reference implementation of AN1 Core, a post-transformer inference method that compresses Llama-70B activations to a low-rank meaning field while preserving accuracy. Includes the full scientific…

    Python 7 2

  2. an1-meaning-engine an1-meaning-engine Public

    A minimal PyTorch demo showing how AN1 learns from meaning extracted before the matrix. A frozen ResNet18 sends a 64 dimensional header, and a tiny AN1 head reconstructs its behavior with over 10x …

    Python 6 1

  3. an1-meaning-field an1-meaning-field Public

    A reproducible benchmark exploring how much task signal already appears in the hidden layers of large language models. Small classifiers trained on frozen features sometimes match or exceed the ful…

    Python 2