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ResearchOfficialAllen Institute for AI

Which tokens does a hybrid model predict better?

Jul 11, 2026

New token-level analyses of Olmo 3 and Olmo Hybrid show that hybrid models predict meaning-bearing, context-dependent tokens better than transformers, while transformers retain an edge on verbatim copying.

Why it matters: This analysis provides granular insights into the strengths of hybrid architectures, guiding future model design.

Full story at: Allen Institute for AI