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Require the resolved user config for every pretrained model entry point. Checkpoint/HF metadata is used only to check compatibility before weights are loaded; metadata reading and contract checks live under config/draft/serialization/. Remove external config-loading wrappers and make export and benchmarks take the run YAML explicitly.
Depends on #1058.
Validation: 637 CPU-suite tests completed, 48 skipped.
Stack: #1042 → #1043 → #1058 → #1059 → #1044 → #1060 → #1061 → #1052 → #1045 → #1046.
Independent CPU CI: #1053.