Language models have demonstrated remarkable capabilities in processing diverse data types, including multilingual text, code, mathematical expressions, images, and audio. However, a fundamental question arises: how do these models effectively handle such heterogeneous inputs using a single parameter set? While one approach suggests developing specialized subspaces for each data type, this overlooks the inherent semantic […]
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