{ "criterion": "0.5 * language_accuracy + 0.5 * culture_accuracy", "tie_breakers": [ "fewer unparsed answers", "earlier checkpoint" ], "training_pool": "data/prompts_200k_clean.jsonl", "training_pool_sha256": "d679f3e79221aea95c64ef0be177530b02dce25d4745b0247cbae7b677f1ceab", "validation_pool": "data/prompts_holdout_clean.jsonl", "validation_pool_sha256": "749dbcdea8b244c3609acecddf618d9780559f501da18b09f650dfe10f2fb881", "evaluation_steps": [ 1692, 3384, 5076, 6768 ], "evaluations": [ { "step": 1692, "rows": 6745, "correct": 3224, "accuracy": 0.47798369162342474, "balanced_accuracy": 0.5274351150178963, "macro": { "lang": { "correct": 716, "total": 1186, "accuracy": 0.6037099494097807 }, "culture": { "correct": 2508, "total": 5559, "accuracy": 0.4511602806260119 } }, "unparsed": 0, "prediction_distribution": { "A": 2534, "B": 1649, "C": 1840, "D": 630, "E": 92 } }, { "step": 3384, "rows": 6745, "correct": 3510, "accuracy": 0.5203854707190512, "balanced_accuracy": 0.5733892625695172, "macro": { "lang": { "correct": 777, "total": 1186, "accuracy": 0.6551433389544689 }, "culture": { "correct": 2733, "total": 5559, "accuracy": 0.4916351861845656 } }, "unparsed": 0, "prediction_distribution": { "A": 809, "B": 2210, "C": 2388, "D": 1310, "E": 28 } }, { "step": 5076, "rows": 6745, "correct": 3727, "accuracy": 0.5525574499629355, "balanced_accuracy": 0.6101524896048429, "macro": { "lang": { "correct": 829, "total": 1186, "accuracy": 0.6989881956155143 }, "culture": { "correct": 2898, "total": 5559, "accuracy": 0.5213167835941717 } }, "unparsed": 0, "prediction_distribution": { "A": 1529, "B": 1649, "C": 2189, "D": 1270, "E": 108 } }, { "step": 6768, "rows": 6745, "correct": 3775, "accuracy": 0.5596738324684952, "balanced_accuracy": 0.6138065310131664, "macro": { "lang": { "correct": 827, "total": 1186, "accuracy": 0.6973018549747049 }, "culture": { "correct": 2948, "total": 5559, "accuracy": 0.530311207051628 } }, "unparsed": 0, "prediction_distribution": { "A": 1625, "B": 1856, "C": 1861, "D": 1332, "E": 71 } } ], "selected_step": 6768, "selected_balanced_accuracy": 0.6138065310131664 }