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serves() and check() matched on the family prefix, so a host listing only qwen2.5:14b counted as serving qwen2.5:32b. After the rig was rebuilt with 14b only, pick_model chose 32b there and every judge call 404'd; a tag run would also have recorded 32b as its model and treated all 315k tagged comments as stale. A bare name still means name:latest.