{ "model_id": "ya9919/laya-finance-matched-sft-rlcd-50k", "model_family": "native Laya", "method": "RLCD continuation from matched SFT50", "initialization_model": "ya9919/laya-finance-matched-sft-50k", "unique_downstream_training_rows": 50000, "stage_terminal_row_exposures": 50000, "selected_stage_row_exposures": 50000, "selected_cumulative_row_exposures": 100000, "checkpoint_selection": "Development-best checkpoint selected on a fixed 20,000-example development set.", "test": { "rows": 240458, "question_versions": 119, "respondent_groups": 8275, "accuracy_percent": 72.9258, "question_macro_f1_percent": 34.7841 }, "evaluation_compute_precision": "native BF16", "license": "other", "license_name": "s2-mas-controlled-research-v1.2", "license_link": "https://huggingface.co/ya9919/laya-finance-matched-sft-rlcd-50k/blob/main/LICENSE" }