What the source record tells us
Sparse text and image model with about 3.8B active parameters.
The reviewed catalog entry records roughly 25.8 billion stored parameters and 3.8 billion active parameters. Activating a subset for a token does not make the remaining model weights disappear from an all-on-device setup. Offloading changes the execution plan and needs its own performance check.
What this means in practice
When comparing sparse models, record both stored and active parameters. Use stored weights for the planner’s all-on-device memory estimate, then test speed and answer quality separately on your intended workload.
What this briefing does not establish
This briefing interprets the model-card and configuration records already reviewed for the 99Tokens catalog. It does not report a new release date, independently measured benchmark or fresh availability check. Runtime support and the exact file you use still need checking.