[models] - fix: model contract issues - #91
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…onfigs - Introduced a centralized `num_labels` parameter in the general configuration to ensure consistency across different training configurations. - Updated model configurations to reference the new `num_labels` parameter, improving maintainability and reducing potential errors in label handling.
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Fixes model contract issues across DeeBERT, BERxiT, DistilBERT and FastBERT. This removes accidental weight sharing, corrects model outputs and keeps early-exit data available during evaluation.
Training configs now keep model and scorer label counts in sync, with focused tests covering the repaired paths.