Public research release
Continuum1-9B
Long-context foundation model with hybrid linear attention — open weights on Hugging Face.
Research-grade evaluationProduction-minded engineeringResponsible handover
Internal Productllm
About this release
Continuum1-9B is an internal product: ~8.6B parameters, 2M native context, hybrid GLA + Gated DeltaNet. Reported benchmarks such as ~75% MMLU are protocol-specific snapshots, not universal guarantees.
This item is labeled by project type so internal products and technical demonstrations are never confused with approved client case studies. Published metrics follow Innomium evaluation protocols — validate on your own data before production use.
Need to adapt this release to your environment?
We partner on evaluation, adaptation, integration, and production handover — starting from operating constraints, not a slide deck.