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Neither Parallel Nor Sequential: How DiffusionGemma Actually Commits Tokens

Asaria, Salomone, Gandhi·June 12, 2026LLM

A close look at token-commitment patterns in DiffusionGemma 26B. Contrary to parallel-decoding marketing, the behavior is neither parallel nor block-autoregressive — weak left-to-right bias and substantial within-batch ordering ambiguity.

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