Updates
News and insights from Innomium.
Model releases, platform announcements, and engineering perspectives.
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Introducing Continuum1-9B
A fully linear 8.6B foundation model with 2M native context — hybrid GLA + Gated DeltaNet, open weights, and production kernels on Hugging Face.
March 1, 2026
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Why Linear Attention for 2M Context
Quadratic attention does not scale to million-token workloads. Continuum's linear layers keep latency predictable for production pipelines.
February 20, 2026