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Summary
Split out of #361 (unrelated to the async multi-turn agentic rollout).
prepare_seq_cls_model.py: explicitly initialize the newscorehead (seeded normal init withinitializer_range) instead of relying on implicit missing-weight initialization.seq_cls.py/reranker.pycookbooks: report training metrics viacalculate_metric(is_training=True)after the optimizer step instead of readinglossfrom theforward_backwardresult.server/model/app.py: drop the deployment-onlytask_type/num_labelskeys before constructing a Transformers model (the head is validated from the persisted config by_validate_model_task; HF constructors do not accept these keys).tests/server/model/test_task_head.py,tests/server/integration/task_http_validation.py.Validation
pytest tests/server/model/test_task_head.py: 19 passed (PPU env).