Move vanilla methods onto ServerCell - #1866
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The group keeps the needs_offload gate and the allocated filter, and fans out to its cells; each cell talks to its primary (node-0) engine. The cell's arguments are all required, like the engine api it forwards to: a caller that forgets tags means something different from tags=None.
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guapisolo
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Approving in the context of the #2176 safe-merge checkpoint. This change moves cell-scoped offload/onload/check_weights dispatch into ServerCell while preserving the primary-engine target, allocation filters, fan-out, and result shape. Fresh native and direct review found no actionable issue in this increment.
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Part of #1837