November 8, 2026 / Daily Edition / 1 story in this issue
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Ripple’s 65B Model Has Fewer Stored Parameters—and More Active Ones

Ollama has merged native support for Ricursive’s coding model. Its comparison with much larger mixture-of-experts models exposes two different meanings of size: how many parameters a model stores, and how many participate in generating each token.

Schematic parameter map: Ripple is above and left of Nemotron, Muse, Inkling and Beam, indicating fewer total parameters and more active parameters per token.
Diagram Punka schematic recap of Ricursive’s five-model comparison. The article’s map and table give the exact counts; these are not performance measurements.
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Evidence: commit d63b702 / November 8, 2026 / Daily Edition
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