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StableReported 2026-10-02 12:00

Feasibility and Limits of Composing Frozen Language Models Across Architecture Families via a Shared Latent Space

A new method called NinaXander is proposed, which connects layers of frozen language models from different architecture families using a shared-latent adapter, allowing for the creation of composed models without retraining.

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Evidence

  • AarXiv cs.CLInstitution2026-10-02 12:00
    > Abstract: In this paper we propose NinaXander, a series of composed language models obtained by connecting layers of frozen language models from different ar…
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  • AarXiv cs.CLInstitution2026-10-02 12:00
    Abstract: In this paper we propose NinaXander, a series of composed language models obtained by connecting layers of frozen language models from different arch…
    View source