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3865888 | 1 2 3 4 5 6 7 8 | """V6 local model stack: registry + resource-aware manager + adapters.
Models live under models/<task>/ after explicit acquisition
(scripts/acquire_models.py). Runtime is offline-capable: with
FLYBRAIN_OFFLINE=1 every download/refetch raises instead of touching
the network.
"""
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