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    Hyper-Connection Factory brings 11 LLM residual-connection variants into one open-source repo

    Its creators say the variants use a shared transformer body and one training recipe across models from 38 million to 1.2 billion parameters.

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    1 Source, 1h ago, first seen 1h ago

    TLDR

    The creators of Hyper-Connection Factory say their open-source repo brings together 11 residual-connection variants for large language models. They say they used a shared transformer body and one training recipe for models ranging from 38 million to 1.2 billion parameters, at roughly 20 tokens per parameter.

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    @ChengleiSiRT @ChengLuo_lc: We made Hyper-Connection Factory, an open-source repo with 11 residual-connection variants for LLMs (HC, mHC, Frac, DenseF…3h

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    @ChengleiSiRT @ChengLuo_lc: We made Hyper-Connection Factory, an open-source repo with 11 residual-connection variants for LLMs (HC, mHC, Frac, DenseF…3h