This research demonstrates that the gating mechanisms in State Space Models (SSMs) are the primary factor in their performance gaps compared to Transformers in in-context learning and retrieval.
HOW THIS AFFECTS YOU
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researcherFocus on improving gating to help SSMs compete with Transformers on retrieval tasks.