Files
PureRL-1.5B-v11A-lam002/trainer_state.json
ModelHub XC 90c26733f9 初始化项目,由ModelHub XC社区提供模型
Model: zhaohq/PureRL-1.5B-v11A-lam002
Source: Original Platform
2026-06-04 17:33:24 +08:00

9643 lines
379 KiB
JSON

{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.21333333333333335,
"eval_steps": 500,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": -9.102586197069666e-06,
"aux_brier/mean_r": 0.4665906016643231,
"aux_brier/n_active_tok": 24.615384615384617,
"aux_brier/n_step_records": 6.153846153846154,
"aux_brier/std_r": 0.17818317848902482,
"calib/answer_extract_rate": 0.08203125,
"calib/auroc": 0.6944444444444445,
"calib/avg_num_step_conf": 0.3359375,
"calib/ece": 0.6230769230769231,
"calib/final_conf_rate": 0.05078125,
"calib/format_rate": 0.04296875,
"calib/frac_conf_gt_0.9": 0.7692307692307693,
"calib/gap": 0.03861111111111115,
"calib/mean_conf": 0.9307692307692309,
"calib/mu_c": 0.9575,
"calib/mu_w": 0.9188888888888889,
"calib/nonempty_final_conf_rate": 0.05078125,
"calib/nonempty_reasoning_rate": 0.09765625,
"calib/nonempty_step_conf_rate": 0.0703125,
"calib/pce": 0.6230769230769231,
"calib/std_conf": 0.07965903671384378,
"calib/step_conf_rate": 0.0703125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.08984375,
"completions/max_length": 2955.0,
"completions/max_terminated_length": 2955.0,
"completions/mean_length": 613.67578125,
"completions/mean_terminated_length": 674.2532348632812,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0010666666666666667,
"grad_norm": 0.11138106137514114,
"learning_rate": 2.5000000000000004e-07,
"loss": 0.0318,
"num_tokens": 264685.0,
"reward": 0.04124843701720238,
"reward_std": 0.0838509351015091,
"rewards/accuracy_reward_step": 0.015625,
"rewards/final_brier_reward_step": 0.01655624993145466,
"rewards/format_reward_step": 0.04296875,
"step": 1
},
{
"aux_brier/lambda": 0.020000000000000004,
"aux_brier/loss": 1.2052168732018822e-07,
"aux_brier/mean_r": 0.43024390700616333,
"aux_brier/n_active_tok": 28.42105263157895,
"aux_brier/n_step_records": 7.105263157894737,
"aux_brier/std_r": 0.16724381615456782,
"calib/answer_extract_rate": 0.13671875,
"calib/auroc": 0.5338345864661654,
"calib/avg_num_step_conf": 0.55078125,
"calib/ece": 0.6261538461538463,
"calib/final_conf_rate": 0.1015625,
"calib/format_rate": 0.08984375,
"calib/frac_conf_gt_0.9": 0.7692307692307693,
"calib/gap": 0.002406015037593856,
"calib/mean_conf": 0.8953846153846153,
"calib/mu_c": 0.897142857142857,
"calib/mu_w": 0.8947368421052632,
"calib/nonempty_final_conf_rate": 0.1015625,
"calib/nonempty_reasoning_rate": 0.14453125,
"calib/nonempty_step_conf_rate": 0.109375,
"calib/pce": 0.6261538461538463,
"calib/std_conf": 0.18653172073466937,
"calib/step_conf_rate": 0.109375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0546875,
"completions/max_length": 3001.0,
"completions/max_terminated_length": 3001.0,
"completions/mean_length": 646.4609375,
"completions/mean_terminated_length": 683.8594970703125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0021333333333333334,
"grad_norm": 0.029361596331000328,
"learning_rate": 5.000000000000001e-07,
"loss": 0.0643,
"num_tokens": 533467.0,
"reward": 0.08358447253704071,
"reward_std": 0.15892045199871063,
"rewards/accuracy_reward_step": 0.03125,
"rewards/final_brier_reward_step": 0.02965039201080799,
"rewards/format_reward_step": 0.08984375,
"step": 2
},
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": 2.013177297881847e-08,
"aux_brier/mean_r": 0.4436229850564684,
"aux_brier/n_active_tok": 22.0,
"aux_brier/n_step_records": 5.5,
"aux_brier/std_r": 0.15689051124666417,
"calib/answer_extract_rate": 0.0625,
"calib/auroc": 0.6363636363636364,
"calib/avg_num_step_conf": 0.30859375,
"calib/ece": 0.7314285714285714,
"calib/final_conf_rate": 0.0546875,
"calib/format_rate": 0.04296875,
"calib/frac_conf_gt_0.9": 0.7857142857142857,
"calib/gap": 0.030909090909090997,
"calib/mean_conf": 0.9457142857142856,
"calib/mu_c": 0.9700000000000001,
"calib/mu_w": 0.9390909090909091,
"calib/nonempty_final_conf_rate": 0.0546875,
"calib/nonempty_reasoning_rate": 0.078125,
"calib/nonempty_step_conf_rate": 0.0625,
"calib/pce": 0.7314285714285714,
"calib/std_conf": 0.04670795064077662,
"calib/step_conf_rate": 0.0625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.08203125,
"completions/max_length": 2842.0,
"completions/max_terminated_length": 2842.0,
"completions/mean_length": 649.76171875,
"completions/mean_terminated_length": 707.8255004882812,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0032,
"grad_norm": 0.09515827894210815,
"learning_rate": 7.5e-07,
"loss": 0.0017,
"num_tokens": 805062.0,
"reward": 0.03631914034485817,
"reward_std": 0.07378481328487396,
"rewards/accuracy_reward_step": 0.01171875,
"rewards/final_brier_reward_step": 0.012464063242077827,
"rewards/format_reward_step": 0.04296875,
"step": 3
},
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": -8.53978453539485e-07,
"aux_brier/mean_r": 0.5349999176604407,
"aux_brier/n_active_tok": 18.571428571428573,
"aux_brier/n_step_records": 4.642857142857143,
"aux_brier/std_r": 0.17579160689326404,
"calib/answer_extract_rate": 0.0859375,
"calib/auroc": 0.6111111111111112,
"calib/avg_num_step_conf": 0.26171875,
"calib/ece": 0.7313333333333334,
"calib/final_conf_rate": 0.05859375,
"calib/format_rate": 0.046875,
"calib/frac_conf_gt_0.9": 0.8,
"calib/gap": 0.039999999999999813,
"calib/mean_conf": 0.9313333333333333,
"calib/mu_c": 0.9633333333333333,
"calib/mu_w": 0.9233333333333335,
"calib/nonempty_final_conf_rate": 0.05859375,
"calib/nonempty_reasoning_rate": 0.09375,
"calib/nonempty_step_conf_rate": 0.0625,
"calib/pce": 0.7313333333333334,
"calib/std_conf": 0.07428473747831531,
"calib/step_conf_rate": 0.0625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0859375,
"completions/max_length": 3003.0,
"completions/max_terminated_length": 3003.0,
"completions/mean_length": 675.36328125,
"completions/mean_terminated_length": 738.8590087890625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.004266666666666667,
"grad_norm": 0.0383746363222599,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.0326,
"num_tokens": 1084123.0,
"reward": 0.038529880344867706,
"reward_std": 0.08679422736167908,
"rewards/accuracy_reward_step": 0.01171875,
"rewards/final_brier_reward_step": 0.013494530692696571,
"rewards/format_reward_step": 0.046875,
"step": 4
},
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": -1.0257448446182593e-08,
"aux_brier/mean_r": 0.5654468197714199,
"aux_brier/n_active_tok": 22.90909090909091,
"aux_brier/n_step_records": 5.7272727272727275,
"aux_brier/std_r": 0.1872368726710027,
"calib/answer_extract_rate": 0.0625,
"calib/auroc": 0.45238095238095233,
"calib/avg_num_step_conf": 0.26171875,
"calib/ece": 0.607,
"calib/final_conf_rate": 0.0390625,
"calib/format_rate": 0.01953125,
"calib/frac_conf_gt_0.9": 0.6,
"calib/gap": -0.13000000000000012,
"calib/mean_conf": 0.651,
"calib/mu_c": 0.5599999999999999,
"calib/mu_w": 0.6900000000000001,
"calib/nonempty_final_conf_rate": 0.0390625,
"calib/nonempty_reasoning_rate": 0.078125,
"calib/nonempty_step_conf_rate": 0.0546875,
"calib/pce": 0.479,
"calib/std_conf": 0.42893938965779305,
"calib/step_conf_rate": 0.0546875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0703125,
"completions/max_length": 3049.0,
"completions/max_terminated_length": 3049.0,
"completions/mean_length": 716.87109375,
"completions/mean_terminated_length": 771.0882568359375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.005333333333333333,
"grad_norm": 0.17645806074142456,
"learning_rate": 1.25e-06,
"loss": 0.0011,
"num_tokens": 1374330.0,
"reward": 0.02357129007577896,
"reward_std": 0.05362445116043091,
"rewards/accuracy_reward_step": 0.01171875,
"rewards/final_brier_reward_step": 0.008347656577825546,
"rewards/format_reward_step": 0.01953125,
"step": 5
},
{
"aux_brier/lambda": 0.02,
"aux_brier/loss": -2.138062927770079e-05,
"aux_brier/mean_r": 0.43400503508746624,
"aux_brier/n_active_tok": 20.25,
"aux_brier/n_step_records": 5.0625,
"aux_brier/std_r": 0.14133647322887555,
"calib/answer_extract_rate": 0.09375,
"calib/auroc": 0.7,
"calib/avg_num_step_conf": 0.33203125,
"calib/ece": 0.6841666666666668,
"calib/final_conf_rate": 0.046875,
"calib/format_rate": 0.0390625,
"calib/frac_conf_gt_0.9": 0.6666666666666666,
"calib/gap": 0.11899999999999988,
"calib/mean_conf": 0.8508333333333334,
"calib/mu_c": 0.95,
"calib/mu_w": 0.8310000000000001,
"calib/nonempty_final_conf_rate": 0.046875,
"calib/nonempty_reasoning_rate": 0.1171875,
"calib/nonempty_step_conf_rate": 0.078125,
"calib/pce": 0.6841666666666668,
"calib/std_conf": 0.2421589812958054,
"calib/step_conf_rate": 0.078125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.08203125,
"completions/max_length": 3053.0,
"completions/max_terminated_length": 3053.0,
"completions/mean_length": 552.08203125,
"completions/mean_terminated_length": 601.4169921875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0064,
"grad_norm": 0.0882822722196579,
"learning_rate": 1.5e-06,
"loss": 0.0196,
"num_tokens": 1621615.0,
"reward": 0.035184863954782486,
"reward_std": 0.0783327966928482,
"rewards/accuracy_reward_step": 0.01171875,
"rewards/final_brier_reward_step": 0.015739452093839645,
"rewards/format_reward_step": 0.0390625,
"step": 6
},
{
"aux_brier/lambda": 0.02,
"aux_brier/loss": -3.1514367644073597e-06,
"aux_brier/mean_r": 0.3562329987684886,
"aux_brier/n_active_tok": 19.733333333333334,
"aux_brier/n_step_records": 4.933333333333334,
"aux_brier/std_r": 0.14275573218862217,
"calib/answer_extract_rate": 0.08203125,
"calib/auroc": 0.5808080808080809,
"calib/avg_num_step_conf": 0.2890625,
"calib/ece": 0.4835,
"calib/final_conf_rate": 0.078125,
"calib/format_rate": 0.05078125,
"calib/frac_conf_gt_0.9": 0.9,
"calib/gap": 0.07646464646464657,
"calib/mean_conf": 0.9334999999999999,
"calib/mu_c": 0.9755555555555557,
"calib/mu_w": 0.8990909090909092,
"calib/nonempty_final_conf_rate": 0.078125,
"calib/nonempty_reasoning_rate": 0.09375,
"calib/nonempty_step_conf_rate": 0.0625,
"calib/pce": 0.4835,
"calib/std_conf": 0.15906838152191025,
"calib/step_conf_rate": 0.0625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.09765625,
"completions/max_length": 3039.0,
"completions/max_terminated_length": 3039.0,
"completions/mean_length": 684.50390625,
"completions/mean_terminated_length": 758.5844116210938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.007466666666666667,
"grad_norm": 0.004410548135638237,
"learning_rate": 1.75e-06,
"loss": 0.0098,
"num_tokens": 1904272.0,
"reward": 0.06951679289340973,
"reward_std": 0.1377854347229004,
"rewards/accuracy_reward_step": 0.03515625,
"rewards/final_brier_reward_step": 0.03587968647480011,
"rewards/format_reward_step": 0.05078125,
"step": 7
},
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": -2.4912921218422923e-05,
"aux_brier/mean_r": 0.6748109608888626,
"aux_brier/n_active_tok": 23.666666666666668,
"aux_brier/n_step_records": 5.916666666666667,
"aux_brier/std_r": 0.11392478086054325,
"calib/answer_extract_rate": 0.1171875,
"calib/auroc": 0.44642857142857145,
"calib/avg_num_step_conf": 0.31640625,
"calib/ece": 0.5731649999999999,
"calib/final_conf_rate": 0.078125,
"calib/format_rate": 0.05078125,
"calib/frac_conf_gt_0.9": 0.8,
"calib/gap": 0.09071666666666656,
"calib/mean_conf": 0.8731649999999999,
"calib/mu_c": 0.9366666666666666,
"calib/mu_w": 0.8459500000000001,
"calib/nonempty_final_conf_rate": 0.078125,
"calib/nonempty_reasoning_rate": 0.1328125,
"calib/nonempty_step_conf_rate": 0.07421875,
"calib/pce": 0.5731649999999999,
"calib/std_conf": 0.23609897770850258,
"calib/step_conf_rate": 0.07421875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.078125,
"completions/max_length": 3045.0,
"completions/max_terminated_length": 3045.0,
"completions/mean_length": 604.12109375,
"completions/mean_terminated_length": 655.3178100585938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.008533333333333334,
"grad_norm": 0.0436667837202549,
"learning_rate": 2.0000000000000003e-06,
"loss": 0.059,
"num_tokens": 2165439.0,
"reward": 0.054405272006988525,
"reward_std": 0.12038490921258926,
"rewards/accuracy_reward_step": 0.0234375,
"rewards/final_brier_reward_step": 0.02230859361588955,
"rewards/format_reward_step": 0.05078125,
"step": 8
},
{
"aux_brier/lambda": 0.019999999999999997,
"aux_brier/loss": 8.70976960287706e-06,
"aux_brier/mean_r": 0.4381483110288779,
"aux_brier/n_active_tok": 19.666666666666668,
"aux_brier/n_step_records": 4.916666666666667,
"aux_brier/std_r": 0.14367802006502947,
"calib/answer_extract_rate": 0.0625,
"calib/auroc": 0.7272727272727273,
"calib/avg_num_step_conf": 0.23828125,
"calib/ece": 0.8883333333333333,
"calib/final_conf_rate": 0.046875,
"calib/format_rate": 0.03125,
"calib/frac_conf_gt_0.9": 1.0,
"calib/gap": 0.020000000000000018,
"calib/mean_conf": 0.9716666666666667,
"calib/mu_c": 0.99,
"calib/mu_w": 0.97,
"calib/nonempty_final_conf_rate": 0.046875,
"calib/nonempty_reasoning_rate": 0.08203125,
"calib/nonempty_step_conf_rate": 0.0546875,
"calib/pce": 0.8883333333333333,
"calib/std_conf": 0.024776781245530826,
"calib/step_conf_rate": 0.0546875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1171875,
"completions/max_length": 3054.0,
"completions/max_terminated_length": 3054.0,
"completions/mean_length": 691.390625,
"completions/mean_terminated_length": 783.1681518554688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0096,
"grad_norm": 0.09020941704511642,
"learning_rate": 2.25e-06,
"loss": -0.0037,
"num_tokens": 2449971.0,
"reward": 0.02004404366016388,
"reward_std": 0.04632704704999924,
"rewards/accuracy_reward_step": 0.00390625,
"rewards/final_brier_reward_step": 0.0020511718466877937,
"rewards/format_reward_step": 0.03125,
"step": 9
},
{
"aux_brier/lambda": 0.02,
"aux_brier/loss": 1.704656992651543e-05,
"aux_brier/mean_r": 0.4264591783285141,
"aux_brier/n_active_tok": 23.5,
"aux_brier/n_step_records": 5.875,
"aux_brier/std_r": 0.1849947760347277,
"calib/answer_extract_rate": 0.1015625,
"calib/auroc": 0.65,
"calib/avg_num_step_conf": 0.3828125,
"calib/ece": 0.877142857142857,
"calib/final_conf_rate": 0.08203125,
"calib/format_rate": 0.05859375,
"calib/frac_conf_gt_0.9": 0.9047619047619048,
"calib/gap": 0.04749999999999999,
"calib/mean_conf": 0.9247619047619047,
"calib/mu_c": 0.97,
"calib/mu_w": 0.9225,
"calib/nonempty_final_conf_rate": 0.08203125,
"calib/nonempty_reasoning_rate": 0.125,
"calib/nonempty_step_conf_rate": 0.0859375,
"calib/pce": 0.877142857142857,
"calib/std_conf": 0.19010320624582666,
"calib/step_conf_rate": 0.0859375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.078125,
"completions/max_length": 2985.0,
"completions/max_terminated_length": 2985.0,
"completions/mean_length": 634.58984375,
"completions/mean_terminated_length": 688.36865234375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.010666666666666666,
"grad_norm": 0.0061858585104346275,
"learning_rate": 2.5e-06,
"loss": 0.0211,
"num_tokens": 2719226.0,
"reward": 0.03498310595750809,
"reward_std": 0.08540120720863342,
"rewards/accuracy_reward_step": 0.00390625,
"rewards/final_brier_reward_step": 0.007119921967387199,
"rewards/format_reward_step": 0.05859375,
"step": 10
},
{
"aux_brier/lambda": 0.020000000000000004,
"aux_brier/loss": -1.0184447127414842e-05,
"aux_brier/mean_r": 0.49724808775565843,
"aux_brier/n_active_tok": 20.0,
"aux_brier/n_step_records": 5.0,
"aux_brier/std_r": 0.13798914714293045,
"calib/answer_extract_rate": 0.12109375,
"calib/auroc": 0.49122807017543857,
"calib/avg_num_step_conf": 0.46484375,
"calib/ece": 0.8022727272727272,
"calib/final_conf_rate": 0.0859375,
"calib/format_rate": 0.06640625,
"calib/frac_conf_gt_0.9": 0.7272727272727273,
"calib/gap": -0.1829824561403509,
"calib/mean_conf": 0.8613636363636363,
"calib/mu_c": 0.7033333333333333,
"calib/mu_w": 0.8863157894736842,
"calib/nonempty_final_conf_rate": 0.0859375,
"calib/nonempty_reasoning_rate": 0.15625,
"calib/nonempty_step_conf_rate": 0.1171875,
"calib/pce": 0.7636363636363636,
"calib/std_conf": 0.23559008033109802,
"calib/step_conf_rate": 0.1171875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1015625,
"completions/max_length": 2938.0,
"completions/max_terminated_length": 2938.0,
"completions/mean_length": 658.7265625,
"completions/mean_terminated_length": 733.1912841796875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.011733333333333333,
"grad_norm": 0.005495699122548103,
"learning_rate": 2.7500000000000004e-06,
"loss": 0.0349,
"num_tokens": 2992340.0,
"reward": 0.054179199039936066,
"reward_std": 0.10967986285686493,
"rewards/accuracy_reward_step": 0.015625,
"rewards/final_brier_reward_step": 0.021404296159744263,
"rewards/format_reward_step": 0.06640625,
"step": 11
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -9.431231842257312e-07,
"aux_brier/mean_r": 0.4989075498736423,
"aux_brier/n_active_tok": 29.91304347826087,
"aux_brier/n_step_records": 7.478260869565218,
"aux_brier/std_r": 0.19141821327376302,
"calib/answer_extract_rate": 0.15234375,
"calib/auroc": 0.24074074074074076,
"calib/avg_num_step_conf": 0.68359375,
"calib/ece": 0.6233333333333333,
"calib/final_conf_rate": 0.09375,
"calib/format_rate": 0.0703125,
"calib/frac_conf_gt_0.9": 0.875,
"calib/gap": -0.10844444444444434,
"calib/mean_conf": 0.9066666666666666,
"calib/mu_c": 0.838888888888889,
"calib/mu_w": 0.9473333333333334,
"calib/nonempty_final_conf_rate": 0.09375,
"calib/nonempty_reasoning_rate": 0.1796875,
"calib/nonempty_step_conf_rate": 0.1171875,
"calib/pce": 0.5775,
"calib/std_conf": 0.18160549428790845,
"calib/step_conf_rate": 0.1171875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.07421875,
"completions/max_length": 3032.0,
"completions/max_terminated_length": 3032.0,
"completions/mean_length": 667.94140625,
"completions/mean_terminated_length": 721.4894409179688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 3.0,
"epoch": 0.0128,
"grad_norm": 0.05467556044459343,
"learning_rate": 3e-06,
"loss": 0.0349,
"num_tokens": 3267509.0,
"reward": 0.0774708017706871,
"reward_std": 0.1405467838048935,
"rewards/accuracy_reward_step": 0.03515625,
"rewards/final_brier_reward_step": 0.028633201494812965,
"rewards/format_reward_step": 0.0703125,
"step": 12
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.8873083033342795e-06,
"aux_brier/mean_r": 0.468845642482241,
"aux_brier/n_active_tok": 25.5,
"aux_brier/n_step_records": 6.375,
"aux_brier/std_r": 0.17154717879990736,
"calib/answer_extract_rate": 0.13671875,
"calib/auroc": 0.2864583333333333,
"calib/avg_num_step_conf": 0.6015625,
"calib/ece": 0.8039285714285712,
"calib/final_conf_rate": 0.109375,
"calib/format_rate": 0.078125,
"calib/frac_conf_gt_0.9": 0.8571428571428571,
"calib/gap": -0.02041666666666675,
"calib/mean_conf": 0.9325,
"calib/mu_c": 0.9149999999999999,
"calib/mu_w": 0.9354166666666667,
"calib/nonempty_final_conf_rate": 0.109375,
"calib/nonempty_reasoning_rate": 0.1796875,
"calib/nonempty_step_conf_rate": 0.125,
"calib/pce": 0.7967857142857141,
"calib/std_conf": 0.15810541239493173,
"calib/step_conf_rate": 0.125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.08203125,
"completions/max_length": 3010.0,
"completions/max_terminated_length": 3010.0,
"completions/mean_length": 582.0703125,
"completions/mean_terminated_length": 634.0850830078125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.013866666666666666,
"grad_norm": 0.11166919767856598,
"learning_rate": 3.2500000000000002e-06,
"loss": 0.0642,
"num_tokens": 3521111.0,
"reward": 0.057707615196704865,
"reward_std": 0.14456789195537567,
"rewards/accuracy_reward_step": 0.015625,
"rewards/final_brier_reward_step": 0.01208046916872263,
"rewards/format_reward_step": 0.078125,
"step": 13
},
{
"aux_brier/lambda": 0.020000000000000004,
"aux_brier/loss": -5.629314495791959e-07,
"aux_brier/mean_r": 0.4207657706737518,
"aux_brier/n_active_tok": 31.36,
"aux_brier/n_step_records": 7.84,
"aux_brier/std_r": 0.18341759517788886,
"calib/answer_extract_rate": 0.19921875,
"calib/auroc": 0.4802955665024631,
"calib/avg_num_step_conf": 0.79296875,
"calib/ece": 0.5972093023255814,
"calib/final_conf_rate": 0.16796875,
"calib/format_rate": 0.14453125,
"calib/frac_conf_gt_0.9": 0.813953488372093,
"calib/gap": 0.02763546798029559,
"calib/mean_conf": 0.9227906976744186,
"calib/mu_c": 0.9414285714285715,
"calib/mu_w": 0.9137931034482759,
"calib/nonempty_final_conf_rate": 0.16796875,
"calib/nonempty_reasoning_rate": 0.23046875,
"calib/nonempty_step_conf_rate": 0.1875,
"calib/pce": 0.5972093023255814,
"calib/std_conf": 0.13640441889785712,
"calib/step_conf_rate": 0.1875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.05859375,
"completions/max_length": 2882.0,
"completions/max_terminated_length": 2882.0,
"completions/mean_length": 658.42578125,
"completions/mean_terminated_length": 699.4066772460938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.014933333333333333,
"grad_norm": 0.01957801915705204,
"learning_rate": 3.5e-06,
"loss": 0.0855,
"num_tokens": 3795068.0,
"reward": 0.14601826667785645,
"reward_std": 0.23803023993968964,
"rewards/accuracy_reward_step": 0.05859375,
"rewards/final_brier_reward_step": 0.06063554435968399,
"rewards/format_reward_step": 0.14453125,
"step": 14
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.7064985956097114e-08,
"aux_brier/mean_r": 0.4783921589454015,
"aux_brier/n_active_tok": 39.666666666666664,
"aux_brier/n_step_records": 9.916666666666666,
"aux_brier/std_r": 0.20275885363419852,
"calib/answer_extract_rate": 0.16796875,
"calib/auroc": 0.4920634920634921,
"calib/avg_num_step_conf": 0.94921875,
"calib/ece": 0.7070588235294117,
"calib/final_conf_rate": 0.1328125,
"calib/format_rate": 0.1171875,
"calib/frac_conf_gt_0.9": 0.7352941176470589,
"calib/gap": 0.008888888888888835,
"calib/mean_conf": 0.9129411764705883,
"calib/mu_c": 0.92,
"calib/mu_w": 0.9111111111111112,
"calib/nonempty_final_conf_rate": 0.1328125,
"calib/nonempty_reasoning_rate": 0.2421875,
"calib/nonempty_step_conf_rate": 0.2109375,
"calib/pce": 0.7070588235294117,
"calib/std_conf": 0.11168573061114533,
"calib/step_conf_rate": 0.2109375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0546875,
"completions/max_length": 2663.0,
"completions/max_terminated_length": 2663.0,
"completions/mean_length": 612.93359375,
"completions/mean_terminated_length": 648.3925170898438,
"completions/min_length": 0.0,
"completions/min_terminated_length": 4.0,
"epoch": 0.016,
"grad_norm": 0.17819392681121826,
"learning_rate": 3.7500000000000005e-06,
"loss": 0.0837,
"num_tokens": 4059859.0,
"reward": 0.09566473960876465,
"reward_std": 0.17815300822257996,
"rewards/accuracy_reward_step": 0.02734375,
"rewards/final_brier_reward_step": 0.03890898451209068,
"rewards/format_reward_step": 0.1171875,
"step": 15
},
{
"aux_brier/lambda": 0.020000000000000004,
"aux_brier/loss": 6.2164642237800335e-06,
"aux_brier/mean_r": 0.5178940232705187,
"aux_brier/n_active_tok": 44.592592592592595,
"aux_brier/n_step_records": 11.148148148148149,
"aux_brier/std_r": 0.21482459635094361,
"calib/answer_extract_rate": 0.23046875,
"calib/auroc": 0.5712945590994372,
"calib/avg_num_step_conf": 1.2421875,
"calib/ece": 0.6866296296296299,
"calib/final_conf_rate": 0.2109375,
"calib/format_rate": 0.1796875,
"calib/frac_conf_gt_0.9": 0.8333333333333334,
"calib/gap": 0.05401876172607878,
"calib/mean_conf": 0.9273703703703705,
"calib/mu_c": 0.9683846153846153,
"calib/mu_w": 0.9143658536585365,
"calib/nonempty_final_conf_rate": 0.2109375,
"calib/nonempty_reasoning_rate": 0.28125,
"calib/nonempty_step_conf_rate": 0.23828125,
"calib/pce": 0.6866296296296299,
"calib/std_conf": 0.14662553669458106,
"calib/step_conf_rate": 0.23828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.078125,
"completions/max_length": 3065.0,
"completions/max_terminated_length": 3065.0,
"completions/mean_length": 652.91796875,
"completions/mean_terminated_length": 708.25,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.017066666666666667,
"grad_norm": 0.06547030806541443,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0998,
"num_tokens": 4335854.0,
"reward": 0.15457949042320251,
"reward_std": 0.27846628427505493,
"rewards/accuracy_reward_step": 0.05078125,
"rewards/final_brier_reward_step": 0.05581796169281006,
"rewards/format_reward_step": 0.1796875,
"step": 16
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.576091839845418e-08,
"aux_brier/mean_r": 0.4590467623164577,
"aux_brier/n_active_tok": 55.354838709677416,
"aux_brier/n_step_records": 13.838709677419354,
"aux_brier/std_r": 0.2482275741715585,
"calib/answer_extract_rate": 0.3828125,
"calib/auroc": 0.530448717948718,
"calib/avg_num_step_conf": 1.6796875,
"calib/ece": 0.7132941176470589,
"calib/final_conf_rate": 0.33203125,
"calib/format_rate": 0.29296875,
"calib/frac_conf_gt_0.9": 0.6823529411764706,
"calib/gap": 0.034476495726495804,
"calib/mean_conf": 0.8554117647058824,
"calib/mu_c": 0.8846153846153848,
"calib/mu_w": 0.850138888888889,
"calib/nonempty_final_conf_rate": 0.33203125,
"calib/nonempty_reasoning_rate": 0.4453125,
"calib/nonempty_step_conf_rate": 0.3671875,
"calib/pce": 0.7078823529411764,
"calib/std_conf": 0.2424703884464171,
"calib/step_conf_rate": 0.3671875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0546875,
"completions/max_length": 3031.0,
"completions/max_terminated_length": 3031.0,
"completions/mean_length": 481.6171875,
"completions/mean_terminated_length": 509.47930908203125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.018133333333333335,
"grad_norm": 0.15698353946208954,
"learning_rate": 4.25e-06,
"loss": 0.0976,
"num_tokens": 4562676.0,
"reward": 0.2217053771018982,
"reward_std": 0.3235616087913513,
"rewards/accuracy_reward_step": 0.05078125,
"rewards/final_brier_reward_step": 0.09775897860527039,
"rewards/format_reward_step": 0.29296875,
"step": 17
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.126978218945263e-06,
"aux_brier/mean_r": 0.457625154277374,
"aux_brier/n_active_tok": 46.06896551724138,
"aux_brier/n_step_records": 11.517241379310345,
"aux_brier/std_r": 0.18960562271290812,
"calib/answer_extract_rate": 0.33203125,
"calib/auroc": 0.6062271062271063,
"calib/avg_num_step_conf": 1.33203125,
"calib/ece": 0.7436710526315787,
"calib/final_conf_rate": 0.296875,
"calib/format_rate": 0.2265625,
"calib/frac_conf_gt_0.9": 0.7368421052631579,
"calib/gap": 0.05925885225885241,
"calib/mean_conf": 0.9147236842105262,
"calib/mu_c": 0.9638461538461538,
"calib/mu_w": 0.9045873015873014,
"calib/nonempty_final_conf_rate": 0.296875,
"calib/nonempty_reasoning_rate": 0.37109375,
"calib/nonempty_step_conf_rate": 0.29296875,
"calib/pce": 0.7436710526315787,
"calib/std_conf": 0.1460139321654841,
"calib/step_conf_rate": 0.29296875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.06640625,
"completions/max_length": 2916.0,
"completions/max_terminated_length": 2916.0,
"completions/mean_length": 552.4765625,
"completions/mean_terminated_length": 591.7740478515625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 2.0,
"epoch": 0.0192,
"grad_norm": 0.22656942903995514,
"learning_rate": 4.5e-06,
"loss": 0.1234,
"num_tokens": 4814830.0,
"reward": 0.1823437511920929,
"reward_std": 0.3027515411376953,
"rewards/accuracy_reward_step": 0.05078125,
"rewards/final_brier_reward_step": 0.07312499731779099,
"rewards/format_reward_step": 0.2265625,
"step": 18
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -9.532799466471786e-09,
"aux_brier/mean_r": 0.5357045959681273,
"aux_brier/n_active_tok": 82.625,
"aux_brier/n_step_records": 20.65625,
"aux_brier/std_r": 0.2631514077074826,
"calib/answer_extract_rate": 0.5859375,
"calib/auroc": 0.5745745745745746,
"calib/avg_num_step_conf": 2.71875,
"calib/ece": 0.6729347826086958,
"calib/final_conf_rate": 0.5390625,
"calib/format_rate": 0.4765625,
"calib/frac_conf_gt_0.9": 0.6884057971014492,
"calib/gap": 0.07174674674674697,
"calib/mean_conf": 0.868586956521739,
"calib/mu_c": 0.9262962962962964,
"calib/mu_w": 0.8545495495495494,
"calib/nonempty_final_conf_rate": 0.5390625,
"calib/nonempty_reasoning_rate": 0.6796875,
"calib/nonempty_step_conf_rate": 0.6015625,
"calib/pce": 0.6729347826086958,
"calib/std_conf": 0.20455943214416447,
"calib/step_conf_rate": 0.6015625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.02734375,
"completions/max_length": 2688.0,
"completions/max_terminated_length": 2688.0,
"completions/mean_length": 424.578125,
"completions/mean_terminated_length": 436.5140380859375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 4.0,
"epoch": 0.020266666666666665,
"grad_norm": 0.1766931265592575,
"learning_rate": 4.75e-06,
"loss": 0.1175,
"num_tokens": 5028282.0,
"reward": 0.39152294397354126,
"reward_std": 0.47060954570770264,
"rewards/accuracy_reward_step": 0.109375,
"rewards/final_brier_reward_step": 0.17546679079532623,
"rewards/format_reward_step": 0.4765625,
"step": 19
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.381132152562415e-09,
"aux_brier/mean_r": 0.49071262404322624,
"aux_brier/n_active_tok": 106.875,
"aux_brier/n_step_records": 26.71875,
"aux_brier/std_r": 0.26794795552268624,
"calib/answer_extract_rate": 0.7578125,
"calib/auroc": 0.5599127006477049,
"calib/avg_num_step_conf": 3.38671875,
"calib/ece": 0.6079679144385026,
"calib/final_conf_rate": 0.73046875,
"calib/format_rate": 0.63671875,
"calib/frac_conf_gt_0.9": 0.7593582887700535,
"calib/gap": 0.07156857223317359,
"calib/mean_conf": 0.8855080213903743,
"calib/mu_c": 0.9367924528301885,
"calib/mu_w": 0.8652238805970149,
"calib/nonempty_final_conf_rate": 0.73046875,
"calib/nonempty_reasoning_rate": 0.84765625,
"calib/nonempty_step_conf_rate": 0.7578125,
"calib/pce": 0.6050267379679144,
"calib/std_conf": 0.20533039422178165,
"calib/step_conf_rate": 0.7578125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 3042.0,
"completions/max_terminated_length": 3042.0,
"completions/mean_length": 331.04296875,
"completions/mean_terminated_length": 333.64959716796875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 25.0,
"epoch": 0.021333333333333333,
"grad_norm": 0.20575417578220367,
"learning_rate": 5e-06,
"loss": 0.0832,
"num_tokens": 5217901.0,
"reward": 0.5955972075462341,
"reward_std": 0.5120225548744202,
"rewards/accuracy_reward_step": 0.20703125,
"rewards/final_brier_reward_step": 0.2808261513710022,
"rewards/format_reward_step": 0.63671875,
"step": 20
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.3007841803691633e-08,
"aux_brier/mean_r": 0.49773185327649117,
"aux_brier/n_active_tok": 115.75,
"aux_brier/n_step_records": 28.9375,
"aux_brier/std_r": 0.2863457161001861,
"calib/answer_extract_rate": 0.80859375,
"calib/auroc": 0.5008394383394383,
"calib/avg_num_step_conf": 3.76171875,
"calib/ece": 0.6976001683501682,
"calib/final_conf_rate": 0.7734375,
"calib/format_rate": 0.69921875,
"calib/frac_conf_gt_0.9": 0.7121212121212122,
"calib/gap": -0.01446230158730144,
"calib/mean_conf": 0.8709183501683503,
"calib/mu_c": 0.8595238095238097,
"calib/mu_w": 0.8739861111111111,
"calib/nonempty_final_conf_rate": 0.7734375,
"calib/nonempty_reasoning_rate": 0.87109375,
"calib/nonempty_step_conf_rate": 0.796875,
"calib/pce": 0.6781986531986531,
"calib/std_conf": 0.22372157992792882,
"calib/step_conf_rate": 0.796875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2654.0,
"completions/max_terminated_length": 2654.0,
"completions/mean_length": 332.203125,
"completions/mean_terminated_length": 336.1423034667969,
"completions/min_length": 0.0,
"completions/min_terminated_length": 24.0,
"epoch": 0.0224,
"grad_norm": 0.16781505942344666,
"learning_rate": 4.9722222222222224e-06,
"loss": 0.0871,
"num_tokens": 5405905.0,
"reward": 0.5818346738815308,
"reward_std": 0.4870641827583313,
"rewards/accuracy_reward_step": 0.171875,
"rewards/final_brier_reward_step": 0.24140146374702454,
"rewards/format_reward_step": 0.69921875,
"step": 21
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.6415178223649907e-08,
"aux_brier/mean_r": 0.5266828071326017,
"aux_brier/n_active_tok": 128.375,
"aux_brier/n_step_records": 32.09375,
"aux_brier/std_r": 0.25951013108715415,
"calib/answer_extract_rate": 0.890625,
"calib/auroc": 0.5321059431524547,
"calib/avg_num_step_conf": 4.1328125,
"calib/ece": 0.7029192825112108,
"calib/final_conf_rate": 0.87109375,
"calib/format_rate": 0.80859375,
"calib/frac_conf_gt_0.9": 0.7085201793721974,
"calib/gap": 0.003939793281653947,
"calib/mean_conf": 0.8812152466367713,
"calib/mu_c": 0.8843953488372094,
"calib/mu_w": 0.8804555555555554,
"calib/nonempty_final_conf_rate": 0.87109375,
"calib/nonempty_reasoning_rate": 0.9453125,
"calib/nonempty_step_conf_rate": 0.8984375,
"calib/pce": 0.6956547085201794,
"calib/std_conf": 0.19189626855187153,
"calib/step_conf_rate": 0.8984375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2645.0,
"completions/max_terminated_length": 2645.0,
"completions/mean_length": 304.78125,
"completions/mean_terminated_length": 307.18109130859375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 39.0,
"epoch": 0.023466666666666667,
"grad_norm": 0.04580605775117874,
"learning_rate": 4.944444444444445e-06,
"loss": 0.0556,
"num_tokens": 5585745.0,
"reward": 0.642554759979248,
"reward_std": 0.4749007225036621,
"rewards/accuracy_reward_step": 0.16796875,
"rewards/final_brier_reward_step": 0.2811563313007355,
"rewards/format_reward_step": 0.80859375,
"step": 22
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.1233109512009953e-08,
"aux_brier/mean_r": 0.4905240759253502,
"aux_brier/n_active_tok": 130.5,
"aux_brier/n_step_records": 32.625,
"aux_brier/std_r": 0.26758163096383214,
"calib/answer_extract_rate": 0.90234375,
"calib/auroc": 0.504391672088484,
"calib/avg_num_step_conf": 4.12109375,
"calib/ece": 0.6707635829662261,
"calib/final_conf_rate": 0.88671875,
"calib/format_rate": 0.828125,
"calib/frac_conf_gt_0.9": 0.73568281938326,
"calib/gap": 0.01826537988867194,
"calib/mean_conf": 0.8954331864904551,
"calib/mu_c": 0.9094339622641509,
"calib/mu_w": 0.8911685823754789,
"calib/nonempty_final_conf_rate": 0.88671875,
"calib/nonempty_reasoning_rate": 0.96875,
"calib/nonempty_step_conf_rate": 0.94140625,
"calib/pce": 0.6663582966226137,
"calib/std_conf": 0.16834353443153843,
"calib/step_conf_rate": 0.94140625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2684.0,
"completions/max_terminated_length": 2684.0,
"completions/mean_length": 295.0,
"completions/mean_terminated_length": 295.0,
"completions/min_length": 24.0,
"completions/min_terminated_length": 24.0,
"epoch": 0.024533333333333334,
"grad_norm": 0.020392941311001778,
"learning_rate": 4.9166666666666665e-06,
"loss": 0.0604,
"num_tokens": 5765201.0,
"reward": 0.7049959897994995,
"reward_std": 0.4462015628814697,
"rewards/accuracy_reward_step": 0.21484375,
"rewards/final_brier_reward_step": 0.30435892939567566,
"rewards/format_reward_step": 0.828125,
"step": 23
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.9477952162570986e-08,
"aux_brier/mean_r": 0.5268711112439632,
"aux_brier/n_active_tok": 149.25,
"aux_brier/n_step_records": 37.3125,
"aux_brier/std_r": 0.25730579486116767,
"calib/answer_extract_rate": 0.94140625,
"calib/auroc": 0.5123832038725655,
"calib/avg_num_step_conf": 4.71484375,
"calib/ece": 0.7209322033898307,
"calib/final_conf_rate": 0.921875,
"calib/format_rate": 0.859375,
"calib/frac_conf_gt_0.9": 0.788135593220339,
"calib/gap": -0.009399977485084032,
"calib/mean_conf": 0.9009322033898305,
"calib/mu_c": 0.8934042553191488,
"calib/mu_w": 0.9028042328042328,
"calib/nonempty_final_conf_rate": 0.921875,
"calib/nonempty_reasoning_rate": 0.984375,
"calib/nonempty_step_conf_rate": 0.94921875,
"calib/pce": 0.71135593220339,
"calib/std_conf": 0.18308554677395472,
"calib/step_conf_rate": 0.94921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2267.0,
"completions/max_terminated_length": 2267.0,
"completions/mean_length": 277.44921875,
"completions/mean_terminated_length": 278.5372619628906,
"completions/min_length": 0.0,
"completions/min_terminated_length": 54.0,
"epoch": 0.0256,
"grad_norm": 1.5058033466339111,
"learning_rate": 4.888888888888889e-06,
"loss": 0.0459,
"num_tokens": 5940740.0,
"reward": 0.6933838725090027,
"reward_std": 0.4145248532295227,
"rewards/accuracy_reward_step": 0.1953125,
"rewards/final_brier_reward_step": 0.2735355496406555,
"rewards/format_reward_step": 0.859375,
"step": 24
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 8.266170539728002e-09,
"aux_brier/mean_r": 0.4919162206351757,
"aux_brier/n_active_tok": 133.0,
"aux_brier/n_step_records": 33.25,
"aux_brier/std_r": 0.24906104244291782,
"calib/answer_extract_rate": 0.9453125,
"calib/auroc": 0.5260896255371392,
"calib/avg_num_step_conf": 4.171875,
"calib/ece": 0.6376229508196721,
"calib/final_conf_rate": 0.953125,
"calib/format_rate": 0.91015625,
"calib/frac_conf_gt_0.9": 0.7336065573770492,
"calib/gap": 0.026436902569499376,
"calib/mean_conf": 0.8897540983606556,
"calib/mu_c": 0.9093650793650795,
"calib/mu_w": 0.8829281767955801,
"calib/nonempty_final_conf_rate": 0.953125,
"calib/nonempty_reasoning_rate": 0.98046875,
"calib/nonempty_step_conf_rate": 0.9609375,
"calib/pce": 0.6345901639344262,
"calib/std_conf": 0.1810305794055931,
"calib/step_conf_rate": 0.9609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 806.0,
"completions/max_terminated_length": 806.0,
"completions/mean_length": 236.88671875,
"completions/mean_terminated_length": 237.81570434570312,
"completions/min_length": 0.0,
"completions/min_terminated_length": 11.0,
"epoch": 0.02666666666666667,
"grad_norm": 0.9424216151237488,
"learning_rate": 4.861111111111111e-06,
"loss": 0.02,
"num_tokens": 6104607.0,
"reward": 0.7890994548797607,
"reward_std": 0.4592776894569397,
"rewards/accuracy_reward_step": 0.24609375,
"rewards/final_brier_reward_step": 0.35171017050743103,
"rewards/format_reward_step": 0.91015625,
"step": 25
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.1941884476017748e-08,
"aux_brier/mean_r": 0.53303661942482,
"aux_brier/n_active_tok": 145.0,
"aux_brier/n_step_records": 36.25,
"aux_brier/std_r": 0.25267244642600417,
"calib/answer_extract_rate": 0.953125,
"calib/auroc": 0.4302702702702702,
"calib/avg_num_step_conf": 4.58984375,
"calib/ece": 0.6846666666666668,
"calib/final_conf_rate": 0.9375,
"calib/format_rate": 0.91015625,
"calib/frac_conf_gt_0.9": 0.7541666666666667,
"calib/gap": -0.013503685503685192,
"calib/mean_conf": 0.9055,
"calib/mu_c": 0.8950909090909093,
"calib/mu_w": 0.9085945945945945,
"calib/nonempty_final_conf_rate": 0.9375,
"calib/nonempty_reasoning_rate": 0.98828125,
"calib/nonempty_step_conf_rate": 0.9765625,
"calib/pce": 0.6805,
"calib/std_conf": 0.15920557988546338,
"calib/step_conf_rate": 0.9765625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2469.0,
"completions/max_terminated_length": 2469.0,
"completions/mean_length": 259.3046875,
"completions/mean_terminated_length": 260.32159423828125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 7.0,
"epoch": 0.027733333333333332,
"grad_norm": 1.2116645574569702,
"learning_rate": 4.833333333333333e-06,
"loss": 0.0213,
"num_tokens": 6276229.0,
"reward": 0.7475730180740356,
"reward_std": 0.41038182377815247,
"rewards/accuracy_reward_step": 0.21484375,
"rewards/final_brier_reward_step": 0.31060469150543213,
"rewards/format_reward_step": 0.91015625,
"step": 26
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.219952121937599e-08,
"aux_brier/mean_r": 0.49529169127345085,
"aux_brier/n_active_tok": 141.75,
"aux_brier/n_step_records": 35.4375,
"aux_brier/std_r": 0.25249000173062086,
"calib/answer_extract_rate": 0.94921875,
"calib/auroc": 0.5004420866489832,
"calib/avg_num_step_conf": 4.47265625,
"calib/ece": 0.7320785123966943,
"calib/final_conf_rate": 0.9453125,
"calib/format_rate": 0.890625,
"calib/frac_conf_gt_0.9": 0.7396694214876033,
"calib/gap": 0.0075762283693315835,
"calib/mean_conf": 0.8895165289256199,
"calib/mu_c": 0.8958717948717947,
"calib/mu_w": 0.8882955665024631,
"calib/nonempty_final_conf_rate": 0.9453125,
"calib/nonempty_reasoning_rate": 0.9921875,
"calib/nonempty_step_conf_rate": 0.96484375,
"calib/pce": 0.730219008264463,
"calib/std_conf": 0.17947513506600266,
"calib/step_conf_rate": 0.96484375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2084.0,
"completions/max_terminated_length": 2084.0,
"completions/mean_length": 250.83203125,
"completions/mean_terminated_length": 250.83203125,
"completions/min_length": 17.0,
"completions/min_terminated_length": 17.0,
"epoch": 0.0288,
"grad_norm": 0.5905550122261047,
"learning_rate": 4.805555555555556e-06,
"loss": 0.0237,
"num_tokens": 6445658.0,
"reward": 0.6743470430374146,
"reward_std": 0.4219324290752411,
"rewards/accuracy_reward_step": 0.16015625,
"rewards/final_brier_reward_step": 0.2755131423473358,
"rewards/format_reward_step": 0.890625,
"step": 27
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.6383348108717222e-08,
"aux_brier/mean_r": 0.516123553737998,
"aux_brier/n_active_tok": 150.75,
"aux_brier/n_step_records": 37.6875,
"aux_brier/std_r": 0.26661207247525454,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5077495107632094,
"calib/avg_num_step_conf": 4.7890625,
"calib/ece": 0.613115322580645,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.94140625,
"calib/frac_conf_gt_0.9": 0.7419354838709677,
"calib/gap": 0.02940432093933476,
"calib/mean_conf": 0.9074701612903225,
"calib/mu_c": 0.9282191780821919,
"calib/mu_w": 0.8988148571428571,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.984375,
"calib/pce": 0.613115322580645,
"calib/std_conf": 0.16147058654544122,
"calib/step_conf_rate": 0.984375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 929.0,
"completions/max_terminated_length": 929.0,
"completions/mean_length": 246.01953125,
"completions/mean_terminated_length": 246.9843292236328,
"completions/min_length": 0.0,
"completions/min_terminated_length": 47.0,
"epoch": 0.029866666666666666,
"grad_norm": 0.8447901606559753,
"learning_rate": 4.777777777777778e-06,
"loss": 0.0126,
"num_tokens": 6615583.0,
"reward": 0.8513097167015076,
"reward_std": 0.4552958607673645,
"rewards/accuracy_reward_step": 0.28515625,
"rewards/final_brier_reward_step": 0.3818013072013855,
"rewards/format_reward_step": 0.94140625,
"step": 28
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.4380359649239836e-09,
"aux_brier/mean_r": 0.5108501221984625,
"aux_brier/n_active_tok": 160.875,
"aux_brier/n_step_records": 40.21875,
"aux_brier/std_r": 0.25156099582090974,
"calib/answer_extract_rate": 0.9609375,
"calib/auroc": 0.4784796945505033,
"calib/avg_num_step_conf": 5.08203125,
"calib/ece": 0.71597868852459,
"calib/final_conf_rate": 0.953125,
"calib/format_rate": 0.92578125,
"calib/frac_conf_gt_0.9": 0.7336065573770492,
"calib/gap": 0.003972185583709376,
"calib/mean_conf": 0.888355737704918,
"calib/mu_c": 0.8916279069767442,
"calib/mu_w": 0.8876557213930348,
"calib/nonempty_final_conf_rate": 0.953125,
"calib/nonempty_reasoning_rate": 0.9921875,
"calib/nonempty_step_conf_rate": 0.9765625,
"calib/pce": 0.7140524590163934,
"calib/std_conf": 0.18195316639773187,
"calib/step_conf_rate": 0.9765625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2226.0,
"completions/max_terminated_length": 2226.0,
"completions/mean_length": 282.546875,
"completions/mean_terminated_length": 282.546875,
"completions/min_length": 44.0,
"completions/min_terminated_length": 44.0,
"epoch": 0.030933333333333334,
"grad_norm": 0.1679871529340744,
"learning_rate": 4.75e-06,
"loss": 0.057,
"num_tokens": 6795043.0,
"reward": 0.7051953077316284,
"reward_std": 0.35713332891464233,
"rewards/accuracy_reward_step": 0.16796875,
"rewards/final_brier_reward_step": 0.2973436713218689,
"rewards/format_reward_step": 0.92578125,
"step": 29
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.6617992489031952e-08,
"aux_brier/mean_r": 0.5188779952004552,
"aux_brier/n_active_tok": 158.25,
"aux_brier/n_step_records": 39.5625,
"aux_brier/std_r": 0.270553941372782,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.5260690962713293,
"calib/avg_num_step_conf": 4.9765625,
"calib/ece": 0.6969759036144578,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.953125,
"calib/frac_conf_gt_0.9": 0.6987951807228916,
"calib/gap": 0.04295070570886883,
"calib/mean_conf": 0.8857309236947792,
"calib/mu_c": 0.9205744680851065,
"calib/mu_w": 0.8776237623762376,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.6969759036144578,
"calib/std_conf": 0.1834667383037193,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2800.0,
"completions/max_terminated_length": 2800.0,
"completions/mean_length": 282.234375,
"completions/mean_terminated_length": 282.234375,
"completions/min_length": 86.0,
"completions/min_terminated_length": 86.0,
"epoch": 0.032,
"grad_norm": 0.09541727602481842,
"learning_rate": 4.722222222222222e-06,
"loss": 0.0657,
"num_tokens": 6974279.0,
"reward": 0.7456433773040771,
"reward_std": 0.3405766189098358,
"rewards/accuracy_reward_step": 0.1875,
"rewards/final_brier_reward_step": 0.32632362842559814,
"rewards/format_reward_step": 0.953125,
"step": 30
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.0712281860170147e-09,
"aux_brier/mean_r": 0.5162139581516385,
"aux_brier/n_active_tok": 154.875,
"aux_brier/n_step_records": 38.71875,
"aux_brier/std_r": 0.2686573010869324,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5465606748864373,
"calib/avg_num_step_conf": 4.8984375,
"calib/ece": 0.7002838056680164,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.94921875,
"calib/frac_conf_gt_0.9": 0.7125506072874493,
"calib/gap": 0.05569385680294181,
"calib/mean_conf": 0.8814174089068826,
"calib/mu_c": 0.9267391304347825,
"calib/mu_w": 0.8710452736318407,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.697733198380567,
"calib/std_conf": 0.19941239363030375,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2089.0,
"completions/max_terminated_length": 2089.0,
"completions/mean_length": 269.60546875,
"completions/mean_terminated_length": 269.60546875,
"completions/min_length": 50.0,
"completions/min_terminated_length": 50.0,
"epoch": 0.03306666666666667,
"grad_norm": 0.014529847539961338,
"learning_rate": 4.694444444444445e-06,
"loss": 0.062,
"num_tokens": 7149210.0,
"reward": 0.736213207244873,
"reward_std": 0.40180909633636475,
"rewards/accuracy_reward_step": 0.1796875,
"rewards/final_brier_reward_step": 0.327665239572525,
"rewards/format_reward_step": 0.94921875,
"step": 31
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -7.965743564763983e-09,
"aux_brier/mean_r": 0.5892385160550475,
"aux_brier/n_active_tok": 149.75,
"aux_brier/n_step_records": 37.4375,
"aux_brier/std_r": 0.2620336702093482,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5289386006663493,
"calib/avg_num_step_conf": 4.71484375,
"calib/ece": 0.6351626016260163,
"calib/final_conf_rate": 0.9609375,
"calib/format_rate": 0.953125,
"calib/frac_conf_gt_0.9": 0.6097560975609756,
"calib/gap": 0.028318895763921992,
"calib/mean_conf": 0.858739837398374,
"calib/mu_c": 0.8807272727272728,
"calib/mu_w": 0.8524083769633508,
"calib/nonempty_final_conf_rate": 0.9609375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.6351626016260163,
"calib/std_conf": 0.18556559716716373,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 710.0,
"completions/max_terminated_length": 710.0,
"completions/mean_length": 235.26953125,
"completions/mean_terminated_length": 235.26953125,
"completions/min_length": 26.0,
"completions/min_terminated_length": 26.0,
"epoch": 0.034133333333333335,
"grad_norm": 0.031410906463861465,
"learning_rate": 4.666666666666667e-06,
"loss": -0.0016,
"num_tokens": 7316143.0,
"reward": 0.7939093708992004,
"reward_std": 0.3049905002117157,
"rewards/accuracy_reward_step": 0.22265625,
"rewards/final_brier_reward_step": 0.37876248359680176,
"rewards/format_reward_step": 0.953125,
"step": 32
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.9565520864860417e-08,
"aux_brier/mean_r": 0.5720551488921046,
"aux_brier/n_active_tok": 155.5,
"aux_brier/n_step_records": 38.875,
"aux_brier/std_r": 0.2680721143260598,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.596787651230705,
"calib/avg_num_step_conf": 4.890625,
"calib/ece": 0.6566985391766267,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.5737051792828686,
"calib/gap": 0.06221916284244189,
"calib/mean_conf": 0.8415590969455512,
"calib/mu_c": 0.8921276595744679,
"calib/mu_w": 0.829908496732026,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.6555033200531208,
"calib/std_conf": 0.2043614580001861,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 954.0,
"completions/max_terminated_length": 954.0,
"completions/mean_length": 259.1171875,
"completions/mean_terminated_length": 259.1171875,
"completions/min_length": 27.0,
"completions/min_terminated_length": 27.0,
"epoch": 0.0352,
"grad_norm": 0.0941232442855835,
"learning_rate": 4.638888888888889e-06,
"loss": -0.0201,
"num_tokens": 7489349.0,
"reward": 0.759291410446167,
"reward_std": 0.3515019416809082,
"rewards/accuracy_reward_step": 0.18359375,
"rewards/final_brier_reward_step": 0.3809155821800232,
"rewards/format_reward_step": 0.9609375,
"step": 33
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.896031539578736e-10,
"aux_brier/mean_r": 0.6080580223351717,
"aux_brier/n_active_tok": 154.125,
"aux_brier/n_step_records": 38.53125,
"aux_brier/std_r": 0.26558592077344656,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5050932977913176,
"calib/avg_num_step_conf": 4.8359375,
"calib/ece": 0.6429917322834646,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.531496062992126,
"calib/gap": -0.01656700304645853,
"calib/mean_conf": 0.8243311023622047,
"calib/mu_c": 0.8111557692307692,
"calib/mu_w": 0.8277227722772277,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.6312992125984254,
"calib/std_conf": 0.21329873845833844,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1837.0,
"completions/max_terminated_length": 1837.0,
"completions/mean_length": 240.45703125,
"completions/mean_terminated_length": 240.45703125,
"completions/min_length": 62.0,
"completions/min_terminated_length": 62.0,
"epoch": 0.03626666666666667,
"grad_norm": 0.17440563440322876,
"learning_rate": 4.611111111111112e-06,
"loss": 0.0586,
"num_tokens": 7656018.0,
"reward": 0.7905939221382141,
"reward_std": 0.3576458692550659,
"rewards/accuracy_reward_step": 0.203125,
"rewards/final_brier_reward_step": 0.3967507779598236,
"rewards/format_reward_step": 0.9765625,
"step": 34
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.499155964119648e-08,
"aux_brier/mean_r": 0.686547027900815,
"aux_brier/n_active_tok": 171.375,
"aux_brier/n_step_records": 42.84375,
"aux_brier/std_r": 0.2598836631514132,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.43599257884972165,
"calib/avg_num_step_conf": 5.41796875,
"calib/ece": 0.5786454183266933,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.4342629482071713,
"calib/gap": -0.042326530612244895,
"calib/mean_conf": 0.7770517928286852,
"calib/mu_c": 0.744,
"calib/mu_w": 0.7863265306122449,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.5682868525896415,
"calib/std_conf": 0.2509806926328697,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 911.0,
"completions/max_terminated_length": 911.0,
"completions/mean_length": 274.07421875,
"completions/mean_terminated_length": 275.1490478515625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 47.0,
"epoch": 0.037333333333333336,
"grad_norm": 0.39294958114624023,
"learning_rate": 4.583333333333333e-06,
"loss": -0.0014,
"num_tokens": 7835437.0,
"reward": 0.8168681859970093,
"reward_std": 0.3421388268470764,
"rewards/accuracy_reward_step": 0.21875,
"rewards/final_brier_reward_step": 0.43153518438339233,
"rewards/format_reward_step": 0.98046875,
"step": 35
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.459315790239504e-08,
"aux_brier/mean_r": 0.6825767364352942,
"aux_brier/n_active_tok": 166.0,
"aux_brier/n_step_records": 41.5,
"aux_brier/std_r": 0.27160742226988077,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.46835398969502856,
"calib/avg_num_step_conf": 5.2109375,
"calib/ece": 0.4311185770750988,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.40711462450592883,
"calib/gap": -0.006703175045258414,
"calib/mean_conf": 0.7431106719367588,
"calib/mu_c": 0.7386860465116278,
"calib/mu_w": 0.7453892215568863,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.41715415019762847,
"calib/std_conf": 0.2554059072829808,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 795.0,
"completions/max_terminated_length": 795.0,
"completions/mean_length": 256.26953125,
"completions/mean_terminated_length": 257.2745361328125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 81.0,
"epoch": 0.0384,
"grad_norm": 0.04972701519727707,
"learning_rate": 4.555555555555556e-06,
"loss": 0.026,
"num_tokens": 8003754.0,
"reward": 0.9667409658432007,
"reward_std": 0.4514142572879791,
"rewards/accuracy_reward_step": 0.34375,
"rewards/final_brier_reward_step": 0.5310263633728027,
"rewards/format_reward_step": 0.98046875,
"step": 36
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 5.860965407444851e-09,
"aux_brier/mean_r": 0.7446421310305595,
"aux_brier/n_active_tok": 162.875,
"aux_brier/n_step_records": 40.71875,
"aux_brier/std_r": 0.2629914628341794,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5113897308716818,
"calib/avg_num_step_conf": 5.3203125,
"calib/ece": 0.43411895161290326,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.28225806451612906,
"calib/gap": 0.011622807017543924,
"calib/mean_conf": 0.6301713709677419,
"calib/mu_c": 0.6391228070175439,
"calib/mu_w": 0.6275,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.4172258064516129,
"calib/std_conf": 0.30517811408663514,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2265.0,
"completions/max_terminated_length": 2265.0,
"completions/mean_length": 263.08203125,
"completions/mean_terminated_length": 265.1535339355469,
"completions/min_length": 0.0,
"completions/min_terminated_length": 56.0,
"epoch": 0.039466666666666664,
"grad_norm": 0.05207841098308563,
"learning_rate": 4.527777777777778e-06,
"loss": -0.0061,
"num_tokens": 8178199.0,
"reward": 0.8408390283584595,
"reward_std": 0.37679728865623474,
"rewards/accuracy_reward_step": 0.22265625,
"rewards/final_brier_reward_step": 0.5508561134338379,
"rewards/format_reward_step": 0.9609375,
"step": 37
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 5.513858686301276e-08,
"aux_brier/mean_r": 0.7988166250288486,
"aux_brier/n_active_tok": 165.5,
"aux_brier/n_step_records": 41.375,
"aux_brier/std_r": 0.22988440841436386,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.503588920790407,
"calib/avg_num_step_conf": 5.25,
"calib/ece": 0.4076841897233202,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.21739130434782608,
"calib/gap": 0.010231734504306589,
"calib/mean_conf": 0.6263079051383399,
"calib/mu_c": 0.634032258064516,
"calib/mu_w": 0.6238005235602094,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.3944664031620554,
"calib/std_conf": 0.2844012504224562,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1877.0,
"completions/max_terminated_length": 1877.0,
"completions/mean_length": 253.7734375,
"completions/mean_terminated_length": 253.7734375,
"completions/min_length": 46.0,
"completions/min_terminated_length": 46.0,
"epoch": 0.04053333333333333,
"grad_norm": 0.05358852073550224,
"learning_rate": 4.5e-06,
"loss": 0.0593,
"num_tokens": 8350053.0,
"reward": 0.8800146579742432,
"reward_std": 0.3463789224624634,
"rewards/accuracy_reward_step": 0.2421875,
"rewards/final_brier_reward_step": 0.582558810710907,
"rewards/format_reward_step": 0.984375,
"step": 38
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.265544696260612e-07,
"aux_brier/mean_r": 0.832659974694252,
"aux_brier/n_active_tok": 155.75,
"aux_brier/n_step_records": 38.9375,
"aux_brier/std_r": 0.1947343872161582,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5742611298166853,
"calib/avg_num_step_conf": 4.9609375,
"calib/ece": 0.3528174603174603,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.1349206349206349,
"calib/gap": 0.07870370370370372,
"calib/mean_conf": 0.553531746031746,
"calib/mu_c": 0.6153703703703703,
"calib/mu_w": 0.5366666666666666,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.346031746031746,
"calib/std_conf": 0.28829105625942264,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 727.0,
"completions/max_terminated_length": 727.0,
"completions/mean_length": 242.484375,
"completions/mean_terminated_length": 243.435302734375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 89.0,
"epoch": 0.0416,
"grad_norm": 0.05699974298477173,
"learning_rate": 4.472222222222223e-06,
"loss": 0.0147,
"num_tokens": 8518217.0,
"reward": 0.8628454208374023,
"reward_std": 0.3036377727985382,
"rewards/accuracy_reward_step": 0.2109375,
"rewards/final_brier_reward_step": 0.6466941237449646,
"rewards/format_reward_step": 0.98046875,
"step": 39
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 8.666917991617673e-08,
"aux_brier/mean_r": 0.875287689268589,
"aux_brier/n_active_tok": 164.375,
"aux_brier/n_step_records": 41.09375,
"aux_brier/std_r": 0.1688983729109168,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.44660098522167485,
"calib/avg_num_step_conf": 5.1875,
"calib/ece": 0.3629640316205534,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.13438735177865613,
"calib/gap": -0.04999556650246301,
"calib/mean_conf": 0.49711501976284583,
"calib/mu_c": 0.457,
"calib/mu_w": 0.506995566502463,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.3312252964426878,
"calib/std_conf": 0.29582267056908956,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2495.0,
"completions/max_terminated_length": 2495.0,
"completions/mean_length": 274.89453125,
"completions/mean_terminated_length": 274.89453125,
"completions/min_length": 52.0,
"completions/min_terminated_length": 52.0,
"epoch": 0.042666666666666665,
"grad_norm": 0.07838453352451324,
"learning_rate": 4.444444444444444e-06,
"loss": 0.0898,
"num_tokens": 8695350.0,
"reward": 0.8447773456573486,
"reward_std": 0.2978127896785736,
"rewards/accuracy_reward_step": 0.1953125,
"rewards/final_brier_reward_step": 0.6369218230247498,
"rewards/format_reward_step": 0.98046875,
"step": 40
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.1935416361660316e-08,
"aux_brier/mean_r": 0.8809958901256323,
"aux_brier/n_active_tok": 166.875,
"aux_brier/n_step_records": 41.71875,
"aux_brier/std_r": 0.1643846808001399,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.45552631578947367,
"calib/avg_num_step_conf": 5.3046875,
"calib/ece": 0.3032662745098039,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.09803921568627451,
"calib/gap": -0.047965427631579016,
"calib/mean_conf": 0.4576749019607843,
"calib/mu_c": 0.427578947368421,
"calib/mu_w": 0.475544375,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.19419607843137254,
"calib/std_conf": 0.29450521390485984,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1018.0,
"completions/max_terminated_length": 1018.0,
"completions/mean_length": 252.859375,
"completions/mean_terminated_length": 253.8509979248047,
"completions/min_length": 0.0,
"completions/min_terminated_length": 65.0,
"epoch": 0.04373333333333333,
"grad_norm": 0.09568986296653748,
"learning_rate": 4.416666666666667e-06,
"loss": -0.0414,
"num_tokens": 8867330.0,
"reward": 1.015214443206787,
"reward_std": 0.34204167127609253,
"rewards/accuracy_reward_step": 0.37109375,
"rewards/final_brier_reward_step": 0.6311702728271484,
"rewards/format_reward_step": 0.97265625,
"step": 41
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.2447231224373994e-07,
"aux_brier/mean_r": 0.909093976020813,
"aux_brier/n_active_tok": 160.75,
"aux_brier/n_step_records": 40.1875,
"aux_brier/std_r": 0.15306683687958866,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5635227272727272,
"calib/avg_num_step_conf": 5.1796875,
"calib/ece": 0.20831075697211154,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.06772908366533864,
"calib/gap": 0.04773825757575756,
"calib/mean_conf": 0.34379282868525896,
"calib/mu_c": 0.37726666666666664,
"calib/mu_w": 0.3295284090909091,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.12664940239043823,
"calib/std_conf": 0.28590112816848845,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 688.0,
"completions/max_terminated_length": 688.0,
"completions/mean_length": 235.4140625,
"completions/mean_terminated_length": 236.33726501464844,
"completions/min_length": 0.0,
"completions/min_terminated_length": 48.0,
"epoch": 0.0448,
"grad_norm": 0.07172514498233795,
"learning_rate": 4.388888888888889e-06,
"loss": 0.0137,
"num_tokens": 9031964.0,
"reward": 0.961334764957428,
"reward_std": 0.3281788229942322,
"rewards/accuracy_reward_step": 0.29296875,
"rewards/final_brier_reward_step": 0.7125266790390015,
"rewards/format_reward_step": 0.98046875,
"step": 42
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.4526344632725952e-07,
"aux_brier/mean_r": 0.9261396899819374,
"aux_brier/n_active_tok": 165.75,
"aux_brier/n_step_records": 41.4375,
"aux_brier/std_r": 0.12585226859664544,
"calib/answer_extract_rate": 1.0,
"calib/auroc": 0.5406093270454375,
"calib/avg_num_step_conf": 5.24609375,
"calib/ece": 0.19644140624999998,
"calib/final_conf_rate": 1.0,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.05078125,
"calib/gap": 0.028727374803503236,
"calib/mean_conf": 0.32768359375,
"calib/mu_c": 0.34821917808219177,
"calib/mu_w": 0.31949180327868854,
"calib/nonempty_final_conf_rate": 1.0,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.11948437499999998,
"calib/std_conf": 0.2702253932707564,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 812.0,
"completions/max_terminated_length": 812.0,
"completions/mean_length": 260.51953125,
"completions/mean_terminated_length": 261.54119873046875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 64.0,
"epoch": 0.04586666666666667,
"grad_norm": 0.01999620907008648,
"learning_rate": 4.361111111111112e-06,
"loss": 0.0194,
"num_tokens": 9203881.0,
"reward": 0.9659649133682251,
"reward_std": 0.27437886595726013,
"rewards/accuracy_reward_step": 0.28515625,
"rewards/final_brier_reward_step": 0.7310470342636108,
"rewards/format_reward_step": 0.99609375,
"step": 43
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.250573412163284e-08,
"aux_brier/mean_r": 0.9150092117488384,
"aux_brier/n_active_tok": 175.125,
"aux_brier/n_step_records": 43.78125,
"aux_brier/std_r": 0.14740028593223542,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.45497076023391814,
"calib/avg_num_step_conf": 5.5625,
"calib/ece": 0.21309365079365075,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.047619047619047616,
"calib/gap": -0.03666385964912283,
"calib/mean_conf": 0.30082698412698416,
"calib/mu_c": 0.2724561403508772,
"calib/mu_w": 0.30912,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.14386507936507933,
"calib/std_conf": 0.25857803323534057,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 754.0,
"completions/max_terminated_length": 754.0,
"completions/mean_length": 270.55859375,
"completions/mean_terminated_length": 271.61962890625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 85.0,
"epoch": 0.046933333333333334,
"grad_norm": 0.14104244112968445,
"learning_rate": 4.333333333333334e-06,
"loss": -0.0144,
"num_tokens": 9379464.0,
"reward": 0.8947416543960571,
"reward_std": 0.22405636310577393,
"rewards/accuracy_reward_step": 0.22265625,
"rewards/final_brier_reward_step": 0.7274039387702942,
"rewards/format_reward_step": 0.98046875,
"step": 44
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.4842205718623713e-07,
"aux_brier/mean_r": 0.9442765265703201,
"aux_brier/n_active_tok": 176.625,
"aux_brier/n_step_records": 44.15625,
"aux_brier/std_r": 0.10871278544072993,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5421146953405018,
"calib/avg_num_step_conf": 5.65234375,
"calib/ece": 0.19870677290836655,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.01195219123505976,
"calib/gap": 0.013008038914490483,
"calib/mean_conf": 0.22671155378486058,
"calib/mu_c": 0.2365064516129032,
"calib/mu_w": 0.22349841269841272,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.08920318725099602,
"calib/std_conf": 0.23369570500082532,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2213.0,
"completions/max_terminated_length": 2213.0,
"completions/mean_length": 279.98828125,
"completions/mean_terminated_length": 279.98828125,
"completions/min_length": 29.0,
"completions/min_terminated_length": 29.0,
"epoch": 0.048,
"grad_norm": 0.1291605681180954,
"learning_rate": 4.305555555555556e-06,
"loss": 0.0529,
"num_tokens": 9556189.0,
"reward": 0.9145276546478271,
"reward_std": 0.32447636127471924,
"rewards/accuracy_reward_step": 0.2421875,
"rewards/final_brier_reward_step": 0.7440481781959534,
"rewards/format_reward_step": 0.97265625,
"step": 45
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.736220054843645e-07,
"aux_brier/mean_r": 0.9372042287141085,
"aux_brier/n_active_tok": 192.25,
"aux_brier/n_step_records": 48.0625,
"aux_brier/std_r": 0.10789169149938971,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.47533540575916233,
"calib/avg_num_step_conf": 6.09765625,
"calib/ece": 0.1786235294117647,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.01568627450980392,
"calib/gap": -0.01834702225130888,
"calib/mean_conf": 0.2170235294117647,
"calib/mu_c": 0.20328125000000002,
"calib/mu_w": 0.2216282722513089,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.07233333333333333,
"calib/std_conf": 0.22179601880144442,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1476.0,
"completions/max_terminated_length": 1476.0,
"completions/mean_length": 290.24609375,
"completions/mean_terminated_length": 291.38433837890625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 57.0,
"epoch": 0.04906666666666667,
"grad_norm": 0.02557116560637951,
"learning_rate": 4.277777777777778e-06,
"loss": 0.0226,
"num_tokens": 9735260.0,
"reward": 0.9308724999427795,
"reward_std": 0.23405343294143677,
"rewards/accuracy_reward_step": 0.25,
"rewards/final_brier_reward_step": 0.7469276189804077,
"rewards/format_reward_step": 0.98828125,
"step": 46
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.3324391426604585e-07,
"aux_brier/mean_r": 0.9523821920156479,
"aux_brier/n_active_tok": 209.875,
"aux_brier/n_step_records": 52.46875,
"aux_brier/std_r": 0.09776612001587637,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.43944636678200694,
"calib/avg_num_step_conf": 6.87109375,
"calib/ece": 0.2561639215686274,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.00392156862745098,
"calib/gap": -0.044754117647058805,
"calib/mean_conf": 0.18407137254901965,
"calib/mu_c": 0.15423529411764708,
"calib/mu_w": 0.1989894117647059,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.05345098039215687,
"calib/std_conf": 0.1923053162828972,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1239.0,
"completions/max_terminated_length": 1239.0,
"completions/mean_length": 311.1328125,
"completions/mean_terminated_length": 312.35296630859375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 109.0,
"epoch": 0.050133333333333335,
"grad_norm": 0.12944844365119934,
"learning_rate": 4.25e-06,
"loss": 0.0482,
"num_tokens": 9920886.0,
"reward": 1.0040524005889893,
"reward_std": 0.25592830777168274,
"rewards/accuracy_reward_step": 0.33203125,
"rewards/final_brier_reward_step": 0.6958975791931152,
"rewards/format_reward_step": 0.99609375,
"step": 47
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.0295764564238752e-06,
"aux_brier/mean_r": 0.9551076292991638,
"aux_brier/n_active_tok": 189.625,
"aux_brier/n_step_records": 47.40625,
"aux_brier/std_r": 0.0902596762025496,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.47574041478533713,
"calib/avg_num_step_conf": 5.98046875,
"calib/ece": 0.19847544047619048,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.015873015873015872,
"calib/gap": 0.009981954771561968,
"calib/mean_conf": 0.1426356706349206,
"calib/mu_c": 0.1497260273972603,
"calib/mu_w": 0.13974407262569832,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.02571428571428571,
"calib/std_conf": 0.18141526620057544,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1951.0,
"completions/max_terminated_length": 1951.0,
"completions/mean_length": 282.65234375,
"completions/mean_terminated_length": 283.76080322265625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 60.0,
"epoch": 0.0512,
"grad_norm": 0.06616071611642838,
"learning_rate": 4.222222222222223e-06,
"loss": -0.0198,
"num_tokens": 10096933.0,
"reward": 0.9574721455574036,
"reward_std": 0.23987793922424316,
"rewards/accuracy_reward_step": 0.28515625,
"rewards/final_brier_reward_step": 0.7283260822296143,
"rewards/format_reward_step": 0.98046875,
"step": 48
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.204241914664621e-07,
"aux_brier/mean_r": 0.960246542468667,
"aux_brier/n_active_tok": 194.375,
"aux_brier/n_step_records": 48.59375,
"aux_brier/std_r": 0.08728372800396755,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.445681581685744,
"calib/avg_num_step_conf": 6.15625,
"calib/ece": 0.29314516129032253,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.008064516129032258,
"calib/gap": -0.018623655913978465,
"calib/mean_conf": 0.12508064516129033,
"calib/mu_c": 0.11344086021505378,
"calib/mu_w": 0.13206451612903225,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.021612903225806453,
"calib/std_conf": 0.15610426606423905,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2554.0,
"completions/max_terminated_length": 2554.0,
"completions/mean_length": 328.65625,
"completions/mean_terminated_length": 329.94512939453125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 109.0,
"epoch": 0.05226666666666667,
"grad_norm": 0.08786769956350327,
"learning_rate": 4.194444444444445e-06,
"loss": 0.0674,
"num_tokens": 10285605.0,
"reward": 1.0075724124908447,
"reward_std": 0.27972546219825745,
"rewards/accuracy_reward_step": 0.36328125,
"rewards/final_brier_reward_step": 0.6474773287773132,
"rewards/format_reward_step": 0.96484375,
"step": 49
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.409779658682723e-07,
"aux_brier/mean_r": 0.9656286519020796,
"aux_brier/n_active_tok": 208.75,
"aux_brier/n_step_records": 52.1875,
"aux_brier/std_r": 0.07430552037840243,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.503625134264232,
"calib/avg_num_step_conf": 6.7421875,
"calib/ece": 0.33008160000000003,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.004,
"calib/gap": -0.01101643394199786,
"calib/mean_conf": 0.10271840000000002,
"calib/mu_c": 0.0960204081632653,
"calib/mu_w": 0.10703684210526317,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0204,
"calib/std_conf": 0.1276265166077959,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2141.0,
"completions/max_terminated_length": 2141.0,
"completions/mean_length": 356.34765625,
"completions/mean_terminated_length": 357.7451171875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 74.0,
"epoch": 0.05333333333333334,
"grad_norm": 0.03491717949509621,
"learning_rate": 4.166666666666667e-06,
"loss": 0.0364,
"num_tokens": 10482190.0,
"reward": 1.0313575267791748,
"reward_std": 0.3168865442276001,
"rewards/accuracy_reward_step": 0.3828125,
"rewards/final_brier_reward_step": 0.6410551071166992,
"rewards/format_reward_step": 0.9765625,
"step": 50
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.7866887092043982e-07,
"aux_brier/mean_r": 0.9701175056397915,
"aux_brier/n_active_tok": 215.0,
"aux_brier/n_step_records": 53.75,
"aux_brier/std_r": 0.07333021928207017,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.45217276099629045,
"calib/avg_num_step_conf": 6.76953125,
"calib/ece": 0.36771599999999993,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.008,
"calib/gap": -0.03115673025967143,
"calib/mean_conf": 0.08148400000000001,
"calib/mu_c": 0.0630392156862745,
"calib/mu_w": 0.09419594594594594,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.020600000000000004,
"calib/std_conf": 0.12250848845692285,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2816.0,
"completions/max_terminated_length": 2816.0,
"completions/mean_length": 364.91796875,
"completions/mean_terminated_length": 364.91796875,
"completions/min_length": 91.0,
"completions/min_terminated_length": 91.0,
"epoch": 0.0544,
"grad_norm": 0.03101470321416855,
"learning_rate": 4.138888888888889e-06,
"loss": 0.1277,
"num_tokens": 10684905.0,
"reward": 1.0355937480926514,
"reward_std": 0.2546389698982239,
"rewards/accuracy_reward_step": 0.3984375,
"rewards/final_brier_reward_step": 0.6033125519752502,
"rewards/format_reward_step": 0.97265625,
"step": 51
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.90967254898311e-07,
"aux_brier/mean_r": 0.951084066182375,
"aux_brier/n_active_tok": 182.625,
"aux_brier/n_step_records": 45.65625,
"aux_brier/std_r": 0.107162126172625,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5492837221095335,
"calib/avg_num_step_conf": 5.75390625,
"calib/ece": 0.4105543650793651,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.007936507936507936,
"calib/gap": -0.0025681541582149997,
"calib/mean_conf": 0.06920753968253969,
"calib/mu_c": 0.06782155172413794,
"calib/mu_w": 0.07038970588235294,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.00972222222222222,
"calib/std_conf": 0.11668227507281927,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2119.0,
"completions/max_terminated_length": 2119.0,
"completions/mean_length": 326.8515625,
"completions/mean_terminated_length": 326.8515625,
"completions/min_length": 86.0,
"completions/min_terminated_length": 86.0,
"epoch": 0.055466666666666664,
"grad_norm": 0.008304055780172348,
"learning_rate": 4.111111111111111e-06,
"loss": 0.0562,
"num_tokens": 10876531.0,
"reward": 1.0889616012573242,
"reward_std": 0.335472047328949,
"rewards/accuracy_reward_step": 0.453125,
"rewards/final_brier_reward_step": 0.5745964050292969,
"rewards/format_reward_step": 0.984375,
"step": 52
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.2483734669085393e-07,
"aux_brier/mean_r": 0.9476209785789251,
"aux_brier/n_active_tok": 214.75,
"aux_brier/n_step_records": 53.6875,
"aux_brier/std_r": 0.11281460447935387,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.47262636397842717,
"calib/avg_num_step_conf": 6.72265625,
"calib/ece": 0.40118577075098816,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.003952569169960474,
"calib/gap": -0.00032515991471217254,
"calib/mean_conf": 0.076600790513834,
"calib/mu_c": 0.07642857142857142,
"calib/mu_w": 0.07675373134328359,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0037154150197628447,
"calib/std_conf": 0.10464558442330969,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2417.0,
"completions/max_terminated_length": 2417.0,
"completions/mean_length": 362.67578125,
"completions/mean_terminated_length": 362.67578125,
"completions/min_length": 96.0,
"completions/min_terminated_length": 96.0,
"epoch": 0.05653333333333333,
"grad_norm": 0.07739207148551941,
"learning_rate": 4.083333333333334e-06,
"loss": 0.0519,
"num_tokens": 11075200.0,
"reward": 1.1005239486694336,
"reward_std": 0.27294468879699707,
"rewards/accuracy_reward_step": 0.46484375,
"rewards/final_brier_reward_step": 0.5739709138870239,
"rewards/format_reward_step": 0.984375,
"step": 53
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.3505694329563056e-07,
"aux_brier/mean_r": 0.9560749251395464,
"aux_brier/n_active_tok": 185.625,
"aux_brier/n_step_records": 46.40625,
"aux_brier/std_r": 0.09214459665599861,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.44224615384615384,
"calib/avg_num_step_conf": 5.80859375,
"calib/ece": 0.44117647058823534,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.01744000000000001,
"calib/mean_conf": 0.059450980392156856,
"calib/mu_c": 0.050559999999999994,
"calib/mu_w": 0.068,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0052156862745098035,
"calib/std_conf": 0.08524757801757396,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2118.0,
"completions/max_terminated_length": 2118.0,
"completions/mean_length": 310.1875,
"completions/mean_terminated_length": 310.1875,
"completions/min_length": 82.0,
"completions/min_terminated_length": 82.0,
"epoch": 0.0576,
"grad_norm": 0.20029306411743164,
"learning_rate": 4.055555555555556e-06,
"loss": 0.0276,
"num_tokens": 11260840.0,
"reward": 1.122935175895691,
"reward_std": 0.2616897523403168,
"rewards/accuracy_reward_step": 0.48828125,
"rewards/final_brier_reward_step": 0.5464281439781189,
"rewards/format_reward_step": 0.99609375,
"step": 54
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.8029212708325915e-06,
"aux_brier/mean_r": 0.9608405828475952,
"aux_brier/n_active_tok": 194.125,
"aux_brier/n_step_records": 48.53125,
"aux_brier/std_r": 0.0891820899778395,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.4409937888198758,
"calib/avg_num_step_conf": 6.06640625,
"calib/ece": 0.3182745098039216,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.006961807849874449,
"calib/mean_conf": 0.050352941176470586,
"calib/mu_c": 0.04595744680851064,
"calib/mu_w": 0.05291925465838509,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.0658479602106132,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1478.0,
"completions/max_terminated_length": 1478.0,
"completions/mean_length": 321.52734375,
"completions/mean_terminated_length": 321.52734375,
"completions/min_length": 82.0,
"completions/min_terminated_length": 82.0,
"epoch": 0.058666666666666666,
"grad_norm": 0.05579262599349022,
"learning_rate": 4.027777777777779e-06,
"loss": 0.0273,
"num_tokens": 11450975.0,
"reward": 1.0291873216629028,
"reward_std": 0.25585275888442993,
"rewards/accuracy_reward_step": 0.3671875,
"rewards/final_brier_reward_step": 0.6558117270469666,
"rewards/format_reward_step": 0.99609375,
"step": 55
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.645098424180036e-06,
"aux_brier/mean_r": 0.9579719696193933,
"aux_brier/n_active_tok": 200.5,
"aux_brier/n_step_records": 50.125,
"aux_brier/std_r": 0.09651838191894058,
"calib/answer_extract_rate": 1.0,
"calib/auroc": 0.5518922758977008,
"calib/avg_num_step_conf": 6.36328125,
"calib/ece": 0.34689062499999995,
"calib/final_conf_rate": 1.0,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.00390625,
"calib/gap": 7.388271764402488e-05,
"calib/mean_conf": 0.04951562500000001,
"calib/mu_c": 0.04956122448979592,
"calib/mu_w": 0.049487341772151895,
"calib/nonempty_final_conf_rate": 1.0,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.006796875,
"calib/std_conf": 0.0827249758589229,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1192.0,
"completions/max_terminated_length": 1192.0,
"completions/mean_length": 365.02734375,
"completions/mean_terminated_length": 366.4588317871094,
"completions/min_length": 0.0,
"completions/min_terminated_length": 116.0,
"epoch": 0.05973333333333333,
"grad_norm": 0.00834787730127573,
"learning_rate": 4.000000000000001e-06,
"loss": 0.0686,
"num_tokens": 11651262.0,
"reward": 1.0422992706298828,
"reward_std": 0.24308203160762787,
"rewards/accuracy_reward_step": 0.3828125,
"rewards/final_brier_reward_step": 0.6457598805427551,
"rewards/format_reward_step": 0.99609375,
"step": 56
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.901270504315992e-06,
"aux_brier/mean_r": 0.9758158624172211,
"aux_brier/n_active_tok": 199.5,
"aux_brier/n_step_records": 49.875,
"aux_brier/std_r": 0.06433247484164895,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.42701765447667084,
"calib/avg_num_step_conf": 6.40234375,
"calib/ece": 0.45488095238095233,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.016853720050441362,
"calib/mean_conf": 0.04107142857142857,
"calib/mu_c": 0.03237704918032787,
"calib/mu_w": 0.04923076923076923,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.005912698412698412,
"calib/std_conf": 0.05065486682323643,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2103.0,
"completions/max_terminated_length": 2103.0,
"completions/mean_length": 351.8203125,
"completions/mean_terminated_length": 353.20001220703125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 104.0,
"epoch": 0.0608,
"grad_norm": 0.05881123244762421,
"learning_rate": 3.972222222222223e-06,
"loss": 0.039,
"num_tokens": 11848120.0,
"reward": 1.1062777042388916,
"reward_std": 0.27622196078300476,
"rewards/accuracy_reward_step": 0.48046875,
"rewards/final_brier_reward_step": 0.5344855785369873,
"rewards/format_reward_step": 0.984375,
"step": 57
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.054105633586545e-06,
"aux_brier/mean_r": 0.982156939804554,
"aux_brier/n_active_tok": 227.625,
"aux_brier/n_step_records": 56.90625,
"aux_brier/std_r": 0.05182582238558098,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.4927622055533623,
"calib/avg_num_step_conf": 7.1796875,
"calib/ece": 0.3585549800796813,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0018974667719436622,
"calib/mean_conf": 0.0478195219123506,
"calib/mu_c": 0.04669313725490198,
"calib/mu_w": 0.04859060402684564,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.055812938651239014,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2003.0,
"completions/max_terminated_length": 2003.0,
"completions/mean_length": 427.80859375,
"completions/mean_terminated_length": 427.80859375,
"completions/min_length": 80.0,
"completions/min_terminated_length": 80.0,
"epoch": 0.06186666666666667,
"grad_norm": 0.06052467226982117,
"learning_rate": 3.944444444444445e-06,
"loss": 0.0563,
"num_tokens": 12063959.0,
"reward": 1.0392279624938965,
"reward_std": 0.31383630633354187,
"rewards/accuracy_reward_step": 0.3984375,
"rewards/final_brier_reward_step": 0.6100373268127441,
"rewards/format_reward_step": 0.9765625,
"step": 58
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.138005722616577e-06,
"aux_brier/mean_r": 0.9684605058282614,
"aux_brier/n_active_tok": 206.0,
"aux_brier/n_step_records": 51.5,
"aux_brier/std_r": 0.05938303344191809,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.48520786335804056,
"calib/avg_num_step_conf": 6.46875,
"calib/ece": 0.38785714285714296,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.003968253968253968,
"calib/gap": -0.008137931034482765,
"calib/mean_conf": 0.044682539682539685,
"calib/mu_c": 0.039999999999999994,
"calib/mu_w": 0.04813793103448276,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.003968253968253968,
"calib/std_conf": 0.08048648223224471,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2734.0,
"completions/max_terminated_length": 2734.0,
"completions/mean_length": 394.046875,
"completions/mean_terminated_length": 394.046875,
"completions/min_length": 107.0,
"completions/min_terminated_length": 107.0,
"epoch": 0.06293333333333333,
"grad_norm": 0.24501879513263702,
"learning_rate": 3.916666666666667e-06,
"loss": 0.0293,
"num_tokens": 12271083.0,
"reward": 1.058031678199768,
"reward_std": 0.2685532867908478,
"rewards/accuracy_reward_step": 0.41796875,
"rewards/final_brier_reward_step": 0.5915015935897827,
"rewards/format_reward_step": 0.984375,
"step": 59
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.383651549767163e-06,
"aux_brier/mean_r": 0.9660649616271257,
"aux_brier/n_active_tok": 208.5,
"aux_brier/n_step_records": 52.125,
"aux_brier/std_r": 0.09106568944844184,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.42832697117283136,
"calib/avg_num_step_conf": 6.66015625,
"calib/ece": 0.3901004016064257,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.009650849019349747,
"calib/mean_conf": 0.043634538152610446,
"calib/mu_c": 0.038130841121495326,
"calib/mu_w": 0.04778169014084507,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.002008032128514056,
"calib/std_conf": 0.04942381841983008,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2910.0,
"completions/max_terminated_length": 2910.0,
"completions/mean_length": 398.9453125,
"completions/mean_terminated_length": 402.08660888671875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 127.0,
"epoch": 0.064,
"grad_norm": 0.020204439759254456,
"learning_rate": 3.88888888888889e-06,
"loss": 0.0592,
"num_tokens": 12482069.0,
"reward": 1.0440466403961182,
"reward_std": 0.3184412121772766,
"rewards/accuracy_reward_step": 0.41796875,
"rewards/final_brier_reward_step": 0.5746240615844727,
"rewards/format_reward_step": 0.96484375,
"step": 60
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.2311193083869298e-06,
"aux_brier/mean_r": 0.9667092747986317,
"aux_brier/n_active_tok": 208.25,
"aux_brier/n_step_records": 52.0625,
"aux_brier/std_r": 0.08627032622825936,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.4604441360166551,
"calib/avg_num_step_conf": 6.515625,
"calib/ece": 0.44551587301587303,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.005969970348873879,
"calib/mean_conf": 0.0378968253968254,
"calib/mu_c": 0.034793388429752076,
"calib/mu_w": 0.040763358778625955,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.001626984126984127,
"calib/std_conf": 0.043112317203831664,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2083.0,
"completions/max_terminated_length": 2083.0,
"completions/mean_length": 357.7578125,
"completions/mean_terminated_length": 357.7578125,
"completions/min_length": 104.0,
"completions/min_terminated_length": 104.0,
"epoch": 0.06506666666666666,
"grad_norm": 0.14428959786891937,
"learning_rate": 3.861111111111112e-06,
"loss": 0.1105,
"num_tokens": 12677719.0,
"reward": 1.1001852750778198,
"reward_std": 0.2249516397714615,
"rewards/accuracy_reward_step": 0.47265625,
"rewards/final_brier_reward_step": 0.5413660407066345,
"rewards/format_reward_step": 0.984375,
"step": 61
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.236777115644411e-06,
"aux_brier/mean_r": 0.9654866997152567,
"aux_brier/n_active_tok": 232.625,
"aux_brier/n_step_records": 58.15625,
"aux_brier/std_r": 0.0781208942134981,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.4384848484848485,
"calib/avg_num_step_conf": 7.3828125,
"calib/ece": 0.3656064257028112,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.006814545454545455,
"calib/mean_conf": 0.03198393574297189,
"calib/mu_c": 0.027878787878787878,
"calib/mu_w": 0.03469333333333333,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.036922579140322535,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2575.0,
"completions/max_terminated_length": 2575.0,
"completions/mean_length": 445.8984375,
"completions/mean_terminated_length": 445.8984375,
"completions/min_length": 96.0,
"completions/min_terminated_length": 96.0,
"epoch": 0.06613333333333334,
"grad_norm": 0.15827442705631256,
"learning_rate": 3.833333333333334e-06,
"loss": 0.0653,
"num_tokens": 12898949.0,
"reward": 1.0214182138442993,
"reward_std": 0.26547694206237793,
"rewards/accuracy_reward_step": 0.38671875,
"rewards/final_brier_reward_step": 0.6012977957725525,
"rewards/format_reward_step": 0.96875,
"step": 62
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.163154411427559e-06,
"aux_brier/mean_r": 0.9615036211907864,
"aux_brier/n_active_tok": 213.0,
"aux_brier/n_step_records": 53.25,
"aux_brier/std_r": 0.08634139206697,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5549057829759584,
"calib/avg_num_step_conf": 6.6640625,
"calib/ece": 0.42286345381526097,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.003840935672514617,
"calib/mean_conf": 0.03818072289156627,
"calib/mu_c": 0.04026315789473684,
"calib/mu_w": 0.036422222222222224,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0016064257028112448,
"calib/std_conf": 0.04149344882098567,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2459.0,
"completions/max_terminated_length": 2459.0,
"completions/mean_length": 442.73046875,
"completions/mean_terminated_length": 442.73046875,
"completions/min_length": 129.0,
"completions/min_terminated_length": 129.0,
"epoch": 0.0672,
"grad_norm": 0.02104155533015728,
"learning_rate": 3.8055555555555556e-06,
"loss": 0.1186,
"num_tokens": 13120928.0,
"reward": 1.071668267250061,
"reward_std": 0.31590867042541504,
"rewards/accuracy_reward_step": 0.4453125,
"rewards/final_brier_reward_step": 0.5601105690002441,
"rewards/format_reward_step": 0.97265625,
"step": 63
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.880867311067959e-06,
"aux_brier/mean_r": 0.970289058983326,
"aux_brier/n_active_tok": 222.125,
"aux_brier/n_step_records": 55.53125,
"aux_brier/std_r": 0.06430960720354051,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.4590719499478624,
"calib/avg_num_step_conf": 6.98046875,
"calib/ece": 0.5203373429718876,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.005004445985401465,
"calib/mean_conf": 0.031710849799196784,
"calib/mu_c": 0.029459854014598538,
"calib/mu_w": 0.0344643,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0009236947791164659,
"calib/std_conf": 0.03582347838243289,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2913.0,
"completions/max_terminated_length": 2913.0,
"completions/mean_length": 438.58203125,
"completions/mean_terminated_length": 438.58203125,
"completions/min_length": 123.0,
"completions/min_terminated_length": 123.0,
"epoch": 0.06826666666666667,
"grad_norm": 0.08066911995410919,
"learning_rate": 3.777777777777778e-06,
"loss": 0.2057,
"num_tokens": 13336981.0,
"reward": 1.1381856203079224,
"reward_std": 0.34999555349349976,
"rewards/accuracy_reward_step": 0.53515625,
"rewards/final_brier_reward_step": 0.4668049216270447,
"rewards/format_reward_step": 0.97265625,
"step": 64
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.005258731676342e-06,
"aux_brier/mean_r": 0.963504534214735,
"aux_brier/n_active_tok": 178.75,
"aux_brier/n_step_records": 44.6875,
"aux_brier/std_r": 0.0832199622909684,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5001241233786383,
"calib/avg_num_step_conf": 5.59765625,
"calib/ece": 0.485984251968504,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.003325265313721841,
"calib/mean_conf": 0.029763779527559056,
"calib/mu_c": 0.031374045801526716,
"calib/mu_w": 0.028048780487804875,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.039950058723541126,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1080.0,
"completions/max_terminated_length": 1080.0,
"completions/mean_length": 323.36328125,
"completions/mean_terminated_length": 323.36328125,
"completions/min_length": 104.0,
"completions/min_terminated_length": 104.0,
"epoch": 0.06933333333333333,
"grad_norm": 0.05355348810553551,
"learning_rate": 3.7500000000000005e-06,
"loss": 0.011,
"num_tokens": 13524786.0,
"reward": 1.1353414058685303,
"reward_std": 0.16901922225952148,
"rewards/accuracy_reward_step": 0.51171875,
"rewards/final_brier_reward_step": 0.5101156234741211,
"rewards/format_reward_step": 0.9921875,
"step": 65
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.329625920481474e-06,
"aux_brier/mean_r": 0.9741129148751497,
"aux_brier/n_active_tok": 228.25,
"aux_brier/n_step_records": 57.0625,
"aux_brier/std_r": 0.07350183494418161,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.4185541841855419,
"calib/avg_num_step_conf": 7.22265625,
"calib/ece": 0.38208502024291496,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.011385121388851213,
"calib/mean_conf": 0.031680161943319844,
"calib/mu_c": 0.024950495049504952,
"calib/mu_w": 0.036335616438356165,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0024291497975708503,
"calib/std_conf": 0.04121316821092346,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 3025.0,
"completions/max_terminated_length": 3025.0,
"completions/mean_length": 458.4375,
"completions/mean_terminated_length": 460.2353210449219,
"completions/min_length": 0.0,
"completions/min_terminated_length": 96.0,
"epoch": 0.0704,
"grad_norm": 0.20546875894069672,
"learning_rate": 3.7222222222222225e-06,
"loss": 0.1092,
"num_tokens": 13748498.0,
"reward": 1.023801326751709,
"reward_std": 0.23484700918197632,
"rewards/accuracy_reward_step": 0.39453125,
"rewards/final_brier_reward_step": 0.5873928070068359,
"rewards/format_reward_step": 0.96484375,
"step": 66
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.023915574484117e-06,
"aux_brier/mean_r": 0.9594349358230829,
"aux_brier/n_active_tok": 200.375,
"aux_brier/n_step_records": 50.09375,
"aux_brier/std_r": 0.09274652416388562,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.4965074930149861,
"calib/avg_num_step_conf": 6.2734375,
"calib/ece": 0.4674900398406375,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.004207518415036825,
"calib/mean_conf": 0.03067729083665339,
"calib/mu_c": 0.028548387096774194,
"calib/mu_w": 0.03275590551181102,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0020717131474103584,
"calib/std_conf": 0.03969931109008024,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2792.0,
"completions/max_terminated_length": 2792.0,
"completions/mean_length": 406.73828125,
"completions/mean_terminated_length": 406.73828125,
"completions/min_length": 71.0,
"completions/min_terminated_length": 71.0,
"epoch": 0.07146666666666666,
"grad_norm": 0.02782798372209072,
"learning_rate": 3.694444444444445e-06,
"loss": 0.0768,
"num_tokens": 13957631.0,
"reward": 1.1049299240112305,
"reward_std": 0.203637033700943,
"rewards/accuracy_reward_step": 0.484375,
"rewards/final_brier_reward_step": 0.5212820172309875,
"rewards/format_reward_step": 0.98046875,
"step": 67
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.2966287282241176e-06,
"aux_brier/mean_r": 0.9748028200119734,
"aux_brier/n_active_tok": 197.875,
"aux_brier/n_step_records": 49.46875,
"aux_brier/std_r": 0.06608737350870797,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5255281690140845,
"calib/avg_num_step_conf": 6.20703125,
"calib/ece": 0.4135787401574803,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0019320925553319955,
"calib/mean_conf": 0.029098425196850394,
"calib/mu_c": 0.030178571428571426,
"calib/mu_w": 0.02824647887323943,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0008661417322834645,
"calib/std_conf": 0.03134357105275167,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2080.0,
"completions/max_terminated_length": 2080.0,
"completions/mean_length": 372.40625,
"completions/mean_terminated_length": 372.40625,
"completions/min_length": 100.0,
"completions/min_terminated_length": 100.0,
"epoch": 0.07253333333333334,
"grad_norm": 0.012269485741853714,
"learning_rate": 3.6666666666666666e-06,
"loss": 0.0617,
"num_tokens": 14157055.0,
"reward": 1.0725542306900024,
"reward_std": 0.22582462430000305,
"rewards/accuracy_reward_step": 0.4375,
"rewards/final_brier_reward_step": 0.5714668035507202,
"rewards/format_reward_step": 0.984375,
"step": 68
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -9.180892825644271e-06,
"aux_brier/mean_r": 0.9656862393021584,
"aux_brier/n_active_tok": 206.0,
"aux_brier/n_step_records": 51.5,
"aux_brier/std_r": 0.0876795893018425,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.5125263157894737,
"calib/avg_num_step_conf": 6.4609375,
"calib/ece": 0.3537428571428572,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.95703125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.002587017543859642,
"calib/mean_conf": 0.03588979591836734,
"calib/mu_c": 0.03747368421052631,
"calib/mu_w": 0.03488666666666667,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0009387755102040812,
"calib/std_conf": 0.03719172743708296,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2710.0,
"completions/max_terminated_length": 2710.0,
"completions/mean_length": 447.09375,
"completions/mean_terminated_length": 448.8470764160156,
"completions/min_length": 0.0,
"completions/min_terminated_length": 85.0,
"epoch": 0.0736,
"grad_norm": 0.010281720198690891,
"learning_rate": 3.638888888888889e-06,
"loss": 0.1073,
"num_tokens": 14376007.0,
"reward": 1.0063139200210571,
"reward_std": 0.30199459195137024,
"rewards/accuracy_reward_step": 0.375,
"rewards/final_brier_reward_step": 0.6111934781074524,
"rewards/format_reward_step": 0.95703125,
"step": 69
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.537944027187656e-06,
"aux_brier/mean_r": 0.9632951878011227,
"aux_brier/n_active_tok": 217.5,
"aux_brier/n_step_records": 54.375,
"aux_brier/std_r": 0.07789734461584885,
"calib/answer_extract_rate": 0.9609375,
"calib/auroc": 0.543123543123543,
"calib/avg_num_step_conf": 6.83203125,
"calib/ece": 0.3863673469387755,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.95703125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0019175922117098572,
"calib/mean_conf": 0.02995918367346939,
"calib/mu_c": 0.031078431372549016,
"calib/mu_w": 0.02916083916083916,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.029935276564733465,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2679.0,
"completions/max_terminated_length": 2679.0,
"completions/mean_length": 429.87109375,
"completions/mean_terminated_length": 433.2558898925781,
"completions/min_length": 0.0,
"completions/min_terminated_length": 86.0,
"epoch": 0.07466666666666667,
"grad_norm": 0.009061937220394611,
"learning_rate": 3.6111111111111115e-06,
"loss": 0.0984,
"num_tokens": 14593046.0,
"reward": 1.0223637819290161,
"reward_std": 0.2500405013561249,
"rewards/accuracy_reward_step": 0.3984375,
"rewards/final_brier_reward_step": 0.581642746925354,
"rewards/format_reward_step": 0.95703125,
"step": 70
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.187180342355879e-06,
"aux_brier/mean_r": 0.962714608758688,
"aux_brier/n_active_tok": 241.75,
"aux_brier/n_step_records": 60.4375,
"aux_brier/std_r": 0.07265134731187572,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.47179310344827585,
"calib/avg_num_step_conf": 7.73828125,
"calib/ece": 0.3796122448979592,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.95703125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.006168965517241384,
"calib/mean_conf": 0.028551020408163267,
"calib/mu_c": 0.024900000000000002,
"calib/mu_w": 0.031068965517241386,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.031063503898771164,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2541.0,
"completions/max_terminated_length": 2541.0,
"completions/mean_length": 465.28515625,
"completions/mean_terminated_length": 468.9488220214844,
"completions/min_length": 0.0,
"completions/min_terminated_length": 114.0,
"epoch": 0.07573333333333333,
"grad_norm": 0.0340365469455719,
"learning_rate": 3.5833333333333335e-06,
"loss": 0.0314,
"num_tokens": 14816567.0,
"reward": 1.0268982648849487,
"reward_std": 0.2908337116241455,
"rewards/accuracy_reward_step": 0.40234375,
"rewards/final_brier_reward_step": 0.5841557383537292,
"rewards/format_reward_step": 0.95703125,
"step": 71
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.5296814010775677e-07,
"aux_brier/mean_r": 0.9747793190181255,
"aux_brier/n_active_tok": 226.625,
"aux_brier/n_step_records": 56.65625,
"aux_brier/std_r": 0.05982219804718625,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5234375,
"calib/avg_num_step_conf": 7.2265625,
"calib/ece": 0.4115079365079365,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0007857142857142924,
"calib/mean_conf": 0.03293650793650794,
"calib/mu_c": 0.032499999999999994,
"calib/mu_w": 0.03328571428571429,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.032208829025138,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2500.0,
"completions/max_terminated_length": 2500.0,
"completions/mean_length": 405.49609375,
"completions/mean_terminated_length": 408.68896484375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 122.0,
"epoch": 0.0768,
"grad_norm": 0.03765683248639107,
"learning_rate": 3.555555555555556e-06,
"loss": 0.0189,
"num_tokens": 15024782.0,
"reward": 1.072993278503418,
"reward_std": 0.2650940716266632,
"rewards/accuracy_reward_step": 0.4375,
"rewards/final_brier_reward_step": 0.5732234120368958,
"rewards/format_reward_step": 0.984375,
"step": 72
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.2650630163444383e-07,
"aux_brier/mean_r": 0.96903938613832,
"aux_brier/n_active_tok": 205.125,
"aux_brier/n_step_records": 51.28125,
"aux_brier/std_r": 0.07217369535737816,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5583427994446548,
"calib/avg_num_step_conf": 6.43359375,
"calib/ece": 0.5186166007905139,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0047917455509276785,
"calib/mean_conf": 0.0307905138339921,
"calib/mu_c": 0.03294964028776978,
"calib/mu_w": 0.028157894736842104,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.025276486693721338,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2505.0,
"completions/max_terminated_length": 2505.0,
"completions/mean_length": 403.0703125,
"completions/mean_terminated_length": 404.6510009765625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 108.0,
"epoch": 0.07786666666666667,
"grad_norm": 0.008194060996174812,
"learning_rate": 3.5277777777777784e-06,
"loss": 0.0419,
"num_tokens": 15235000.0,
"reward": 1.1540610790252686,
"reward_std": 0.312055766582489,
"rewards/accuracy_reward_step": 0.54296875,
"rewards/final_brier_reward_step": 0.4756191372871399,
"rewards/format_reward_step": 0.984375,
"step": 73
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.800286688422251e-06,
"aux_brier/mean_r": 0.9864268880337477,
"aux_brier/n_active_tok": 220.25,
"aux_brier/n_step_records": 55.0625,
"aux_brier/std_r": 0.04252590535179479,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.5526883830455259,
"calib/avg_num_step_conf": 6.8828125,
"calib/ece": 0.3870517928286853,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.002327315541601257,
"calib/mean_conf": 0.02729083665338645,
"calib/mu_c": 0.028653846153846155,
"calib/mu_w": 0.026326530612244898,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.0284358345919624,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2516.0,
"completions/max_terminated_length": 2516.0,
"completions/mean_length": 430.62109375,
"completions/mean_terminated_length": 430.62109375,
"completions/min_length": 87.0,
"completions/min_terminated_length": 87.0,
"epoch": 0.07893333333333333,
"grad_norm": 0.01938088983297348,
"learning_rate": 3.5e-06,
"loss": 0.1094,
"num_tokens": 15449167.0,
"reward": 1.0454785823822021,
"reward_std": 0.24137258529663086,
"rewards/accuracy_reward_step": 0.40625,
"rewards/final_brier_reward_step": 0.5959769487380981,
"rewards/format_reward_step": 0.98046875,
"step": 74
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.034184655221651e-07,
"aux_brier/mean_r": 0.9466332420706749,
"aux_brier/n_active_tok": 205.875,
"aux_brier/n_step_records": 51.46875,
"aux_brier/std_r": 0.12050289758371946,
"calib/answer_extract_rate": 1.0,
"calib/auroc": 0.5027017783857729,
"calib/avg_num_step_conf": 6.4765625,
"calib/ece": 0.6355078125,
"calib/final_conf_rate": 1.0,
"calib/format_rate": 1.0,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0002503419972640225,
"calib/mean_conf": 0.028554687500000002,
"calib/mu_c": 0.028470588235294116,
"calib/mu_w": 0.028720930232558138,
"calib/nonempty_final_conf_rate": 1.0,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.026690151681422566,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1183.0,
"completions/max_terminated_length": 1183.0,
"completions/mean_length": 372.0625,
"completions/mean_terminated_length": 373.5215759277344,
"completions/min_length": 0.0,
"completions/min_terminated_length": 122.0,
"epoch": 0.08,
"grad_norm": 0.009493130259215832,
"learning_rate": 3.4722222222222224e-06,
"loss": 0.024,
"num_tokens": 15649167.0,
"reward": 1.2571179866790771,
"reward_std": 0.2399531900882721,
"rewards/accuracy_reward_step": 0.6640625,
"rewards/final_brier_reward_step": 0.37222224473953247,
"rewards/format_reward_step": 1.0,
"step": 75
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.1600205329930233e-06,
"aux_brier/mean_r": 0.9614088963717222,
"aux_brier/n_active_tok": 195.0,
"aux_brier/n_step_records": 48.75,
"aux_brier/std_r": 0.08628721506556758,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5208985108246778,
"calib/avg_num_step_conf": 6.171875,
"calib/ece": 0.4908300395256917,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0017619822300087608,
"calib/mean_conf": 0.026956521739130435,
"calib/mu_c": 0.026106870229007637,
"calib/mu_w": 0.027868852459016397,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.025441284936222247,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2505.0,
"completions/max_terminated_length": 2505.0,
"completions/mean_length": 396.73046875,
"completions/mean_terminated_length": 398.2862854003906,
"completions/min_length": 0.0,
"completions/min_terminated_length": 144.0,
"epoch": 0.08106666666666666,
"grad_norm": 0.007620580494403839,
"learning_rate": 3.444444444444445e-06,
"loss": 0.053,
"num_tokens": 15853786.0,
"reward": 1.1284105777740479,
"reward_std": 0.267156183719635,
"rewards/accuracy_reward_step": 0.51171875,
"rewards/final_brier_reward_step": 0.49801722168922424,
"rewards/format_reward_step": 0.984375,
"step": 76
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 9.43920975648993e-06,
"aux_brier/mean_r": 0.9507123623043299,
"aux_brier/n_active_tok": 235.625,
"aux_brier/n_step_records": 58.90625,
"aux_brier/std_r": 0.09280098486487987,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.48168750000000005,
"calib/avg_num_step_conf": 7.41796875,
"calib/ece": 0.47800395256916994,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0005437499999999956,
"calib/mean_conf": 0.027924901185770755,
"calib/mu_c": 0.02765625,
"calib/mu_w": 0.028199999999999996,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.025091577183262024,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2532.0,
"completions/max_terminated_length": 2532.0,
"completions/mean_length": 391.96484375,
"completions/mean_terminated_length": 393.5019836425781,
"completions/min_length": 0.0,
"completions/min_terminated_length": 115.0,
"epoch": 0.08213333333333334,
"grad_norm": 0.00921631883829832,
"learning_rate": 3.416666666666667e-06,
"loss": 0.0304,
"num_tokens": 16058793.0,
"reward": 1.122776746749878,
"reward_std": 0.25447046756744385,
"rewards/accuracy_reward_step": 0.5,
"rewards/final_brier_reward_step": 0.5145446062088013,
"rewards/format_reward_step": 0.98828125,
"step": 77
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.817728139789757e-06,
"aux_brier/mean_r": 0.9637213163077831,
"aux_brier/n_active_tok": 214.625,
"aux_brier/n_step_records": 53.65625,
"aux_brier/std_r": 0.08493510884818534,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.44793650793650797,
"calib/avg_num_step_conf": 6.76171875,
"calib/ece": 0.47300796812749,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.007043809523809522,
"calib/mean_conf": 0.02898406374501992,
"calib/mu_c": 0.02547619047619047,
"calib/mu_w": 0.03251999999999999,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.02632662871508452,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2710.0,
"completions/max_terminated_length": 2710.0,
"completions/mean_length": 476.6953125,
"completions/mean_terminated_length": 476.6953125,
"completions/min_length": 168.0,
"completions/min_terminated_length": 168.0,
"epoch": 0.0832,
"grad_norm": 0.008832041174173355,
"learning_rate": 3.3888888888888893e-06,
"loss": 0.0677,
"num_tokens": 16288851.0,
"reward": 1.1074577569961548,
"reward_std": 0.2579970955848694,
"rewards/accuracy_reward_step": 0.4921875,
"rewards/final_brier_reward_step": 0.5079561471939087,
"rewards/format_reward_step": 0.9765625,
"step": 78
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.684306469995072e-07,
"aux_brier/mean_r": 0.9586722366511822,
"aux_brier/n_active_tok": 218.875,
"aux_brier/n_step_records": 54.71875,
"aux_brier/std_r": 0.08254650658091123,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.570573708206687,
"calib/avg_num_step_conf": 6.87890625,
"calib/ece": 0.5259288537549407,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.00728850050658561,
"calib/mean_conf": 0.03138339920948617,
"calib/mu_c": 0.03460992907801418,
"calib/mu_w": 0.027321428571428573,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.027905530234962152,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1340.0,
"completions/max_terminated_length": 1340.0,
"completions/mean_length": 437.12890625,
"completions/mean_terminated_length": 438.8431701660156,
"completions/min_length": 0.0,
"completions/min_terminated_length": 10.0,
"epoch": 0.08426666666666667,
"grad_norm": 0.013517139479517937,
"learning_rate": 3.3611111111111117e-06,
"loss": -0.0253,
"num_tokens": 16507132.0,
"reward": 1.1672985553741455,
"reward_std": 0.21669147908687592,
"rewards/accuracy_reward_step": 0.5546875,
"rewards/final_brier_reward_step": 0.4738820195198059,
"rewards/format_reward_step": 0.98828125,
"step": 79
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.3656758808842113e-06,
"aux_brier/mean_r": 0.949337549507618,
"aux_brier/n_active_tok": 218.75,
"aux_brier/n_step_records": 54.6875,
"aux_brier/std_r": 0.10197577065173391,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5894612417568744,
"calib/avg_num_step_conf": 6.8671875,
"calib/ece": 0.5234196078431372,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.007606196341918628,
"calib/mean_conf": 0.02952156862745098,
"calib/mu_c": 0.032921985815602836,
"calib/mu_w": 0.025315789473684208,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.02312469449697928,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1988.0,
"completions/max_terminated_length": 1988.0,
"completions/mean_length": 393.44921875,
"completions/mean_terminated_length": 393.44921875,
"completions/min_length": 149.0,
"completions/min_terminated_length": 149.0,
"epoch": 0.08533333333333333,
"grad_norm": 0.0070471311919391155,
"learning_rate": 3.3333333333333333e-06,
"loss": -0.0146,
"num_tokens": 16710015.0,
"reward": 1.1659431457519531,
"reward_std": 0.2769979238510132,
"rewards/accuracy_reward_step": 0.55078125,
"rewards/final_brier_reward_step": 0.47627267241477966,
"rewards/format_reward_step": 0.9921875,
"step": 80
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.170599793837157e-05,
"aux_brier/mean_r": 0.9600299783051014,
"aux_brier/n_active_tok": 235.25,
"aux_brier/n_step_records": 58.8125,
"aux_brier/std_r": 0.09283288330425421,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.5137362637362638,
"calib/avg_num_step_conf": 7.578125,
"calib/ece": 0.4889357429718876,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0015265029088558438,
"calib/mean_conf": 0.03315261044176707,
"calib/mu_c": 0.03242307692307692,
"calib/mu_w": 0.033949579831932766,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.026506815127541713,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2486.0,
"completions/max_terminated_length": 2486.0,
"completions/mean_length": 453.296875,
"completions/mean_terminated_length": 458.6719665527344,
"completions/min_length": 0.0,
"completions/min_terminated_length": 141.0,
"epoch": 0.0864,
"grad_norm": 0.038333695381879807,
"learning_rate": 3.3055555555555558e-06,
"loss": 0.0022,
"num_tokens": 16932307.0,
"reward": 1.1181458234786987,
"reward_std": 0.24708852171897888,
"rewards/accuracy_reward_step": 0.5078125,
"rewards/final_brier_reward_step": 0.49602100253105164,
"rewards/format_reward_step": 0.97265625,
"step": 81
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.6000700942007136e-06,
"aux_brier/mean_r": 0.9693782553076744,
"aux_brier/n_active_tok": 204.875,
"aux_brier/n_step_records": 51.21875,
"aux_brier/std_r": 0.06665047882688668,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5607108854331958,
"calib/avg_num_step_conf": 6.6015625,
"calib/ece": 0.5140230158730158,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0024394668359251047,
"calib/mean_conf": 0.0314531746031746,
"calib/mu_c": 0.032566423357664236,
"calib/mu_w": 0.03012695652173913,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0009126984126984126,
"calib/std_conf": 0.025955362129148344,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2613.0,
"completions/max_terminated_length": 2613.0,
"completions/mean_length": 409.9609375,
"completions/mean_terminated_length": 411.56866455078125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 115.0,
"epoch": 0.08746666666666666,
"grad_norm": 0.037460923194885254,
"learning_rate": 3.277777777777778e-06,
"loss": 0.0528,
"num_tokens": 17142809.0,
"reward": 1.1479532718658447,
"reward_std": 0.23592022061347961,
"rewards/accuracy_reward_step": 0.53515625,
"rewards/final_brier_reward_step": 0.48243796825408936,
"rewards/format_reward_step": 0.984375,
"step": 82
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.4372123365302691e-06,
"aux_brier/mean_r": 0.9516628421843052,
"aux_brier/n_active_tok": 242.375,
"aux_brier/n_step_records": 60.59375,
"aux_brier/std_r": 0.10251851239809184,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.47732272256728775,
"calib/avg_num_step_conf": 7.86328125,
"calib/ece": 0.5144199999999999,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.004950181159420301,
"calib/mean_conf": 0.03758,
"calib/mu_c": 0.03536231884057971,
"calib/mu_w": 0.04031250000000001,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.0292548047335818,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2829.0,
"completions/max_terminated_length": 2829.0,
"completions/mean_length": 476.83203125,
"completions/mean_terminated_length": 480.58660888671875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 115.0,
"epoch": 0.08853333333333334,
"grad_norm": 0.013157090172171593,
"learning_rate": 3.2500000000000002e-06,
"loss": 0.0164,
"num_tokens": 17372142.0,
"reward": 1.1456961631774902,
"reward_std": 0.20791073143482208,
"rewards/accuracy_reward_step": 0.5390625,
"rewards/final_brier_reward_step": 0.47341006994247437,
"rewards/format_reward_step": 0.9765625,
"step": 83
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.3670594156273141e-06,
"aux_brier/mean_r": 0.9507100284099579,
"aux_brier/n_active_tok": 210.0,
"aux_brier/n_step_records": 52.5,
"aux_brier/std_r": 0.0909985100661288,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5358067299396031,
"calib/avg_num_step_conf": 6.62890625,
"calib/ece": 0.44058392156862747,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.000962393689140903,
"calib/mean_conf": 0.03941607843137254,
"calib/mu_c": 0.03991803278688526,
"calib/mu_w": 0.038955639097744355,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0007843137254901962,
"calib/std_conf": 0.02738242345069304,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2047.0,
"completions/max_terminated_length": 2047.0,
"completions/mean_length": 390.2890625,
"completions/mean_terminated_length": 390.2890625,
"completions/min_length": 126.0,
"completions/min_terminated_length": 126.0,
"epoch": 0.0896,
"grad_norm": 0.007138044573366642,
"learning_rate": 3.2222222222222227e-06,
"loss": -0.0007,
"num_tokens": 17577976.0,
"reward": 1.1134302616119385,
"reward_std": 0.23144583404064178,
"rewards/accuracy_reward_step": 0.4765625,
"rewards/final_brier_reward_step": 0.5552836656570435,
"rewards/format_reward_step": 0.99609375,
"step": 84
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.3662479832476926e-06,
"aux_brier/mean_r": 0.9500475041568279,
"aux_brier/n_active_tok": 210.875,
"aux_brier/n_step_records": 52.71875,
"aux_brier/std_r": 0.11137834395231039,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5707538075959129,
"calib/avg_num_step_conf": 6.8046875,
"calib/ece": 0.42306,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.004,
"calib/gap": 0.012885097358781579,
"calib/mean_conf": 0.04494000000000001,
"calib/mu_c": 0.0517948717948718,
"calib/mu_w": 0.03890977443609022,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.0,
"calib/std_conf": 0.06567569108886484,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2925.0,
"completions/max_terminated_length": 2925.0,
"completions/mean_length": 445.80859375,
"completions/mean_terminated_length": 449.31890869140625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 107.0,
"epoch": 0.09066666666666667,
"grad_norm": 0.017374947667121887,
"learning_rate": 3.1944444444444443e-06,
"loss": 0.0396,
"num_tokens": 17799927.0,
"reward": 1.0805864334106445,
"reward_std": 0.25652146339416504,
"rewards/accuracy_reward_step": 0.45703125,
"rewards/final_brier_reward_step": 0.5567206144332886,
"rewards/format_reward_step": 0.96875,
"step": 85
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.2155011792388564e-07,
"aux_brier/mean_r": 0.9598411656916142,
"aux_brier/n_active_tok": 211.125,
"aux_brier/n_step_records": 52.78125,
"aux_brier/std_r": 0.08565618247666862,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5334625322997416,
"calib/avg_num_step_conf": 6.83984375,
"calib/ece": 0.4392771084337349,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.001961240310077529,
"calib/mean_conf": 0.042650602409638555,
"calib/mu_c": 0.04366666666666667,
"calib/mu_w": 0.041705426356589144,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.02628623736363773,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2535.0,
"completions/max_terminated_length": 2535.0,
"completions/mean_length": 434.8359375,
"completions/mean_terminated_length": 438.25982666015625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 124.0,
"epoch": 0.09173333333333333,
"grad_norm": 0.01723681390285492,
"learning_rate": 3.1666666666666667e-06,
"loss": 0.0246,
"num_tokens": 18016757.0,
"reward": 1.0925931930541992,
"reward_std": 0.2459348440170288,
"rewards/accuracy_reward_step": 0.47265625,
"rewards/final_brier_reward_step": 0.5422476530075073,
"rewards/format_reward_step": 0.96875,
"step": 86
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.1829252447879153e-06,
"aux_brier/mean_r": 0.9530973471701145,
"aux_brier/n_active_tok": 184.375,
"aux_brier/n_step_records": 46.09375,
"aux_brier/std_r": 0.1026550768638117,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.5455542264752791,
"calib/avg_num_step_conf": 5.8828125,
"calib/ece": 0.5633904382470121,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0032243487506645463,
"calib/mean_conf": 0.04378087649402391,
"calib/mu_c": 0.04505263157894737,
"calib/mu_w": 0.041828282828282826,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0007968127490039841,
"calib/std_conf": 0.029788325489807886,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2419.0,
"completions/max_terminated_length": 2419.0,
"completions/mean_length": 404.4921875,
"completions/mean_terminated_length": 404.4921875,
"completions/min_length": 103.0,
"completions/min_terminated_length": 103.0,
"epoch": 0.0928,
"grad_norm": 0.0068040755577385426,
"learning_rate": 3.138888888888889e-06,
"loss": 0.0849,
"num_tokens": 18225803.0,
"reward": 1.1933517456054688,
"reward_std": 0.2901657521724701,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.4374694228172302,
"rewards/format_reward_step": 0.98046875,
"step": 87
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.245816298511837e-06,
"aux_brier/mean_r": 0.9574446994811296,
"aux_brier/n_active_tok": 211.375,
"aux_brier/n_step_records": 52.84375,
"aux_brier/std_r": 0.10464780768597848,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5586356589147287,
"calib/avg_num_step_conf": 6.71875,
"calib/ece": 0.44190944881889765,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.004141705426356591,
"calib/mean_conf": 0.05021653543307087,
"calib/mu_c": 0.05232,
"calib/mu_w": 0.04817829457364341,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.030649985584714927,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1589.0,
"completions/max_terminated_length": 1589.0,
"completions/mean_length": 426.578125,
"completions/mean_terminated_length": 428.2510070800781,
"completions/min_length": 0.0,
"completions/min_terminated_length": 152.0,
"epoch": 0.09386666666666667,
"grad_norm": 0.006259854417294264,
"learning_rate": 3.1111111111111116e-06,
"loss": 0.0088,
"num_tokens": 18444855.0,
"reward": 1.122266411781311,
"reward_std": 0.2067279815673828,
"rewards/accuracy_reward_step": 0.48828125,
"rewards/final_brier_reward_step": 0.5515658855438232,
"rewards/format_reward_step": 0.9921875,
"step": 88
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.0160124454132733e-06,
"aux_brier/mean_r": 0.9578261040151119,
"aux_brier/n_active_tok": 222.125,
"aux_brier/n_step_records": 55.53125,
"aux_brier/std_r": 0.09223490446311189,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5310858718487393,
"calib/avg_num_step_conf": 7.05859375,
"calib/ece": 0.43447530364372466,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.95703125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.003557641806722689,
"calib/mean_conf": 0.054998380566801626,
"calib/mu_c": 0.0568420168067227,
"calib/mu_w": 0.05328437500000001,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.003846153846153846,
"calib/std_conf": 0.057754933867518225,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2753.0,
"completions/max_terminated_length": 2753.0,
"completions/mean_length": 488.46875,
"completions/mean_terminated_length": 492.3149719238281,
"completions/min_length": 0.0,
"completions/min_terminated_length": 131.0,
"epoch": 0.09493333333333333,
"grad_norm": 0.010806899517774582,
"learning_rate": 3.0833333333333336e-06,
"loss": 0.1249,
"num_tokens": 18678791.0,
"reward": 1.0781443119049072,
"reward_std": 0.21829913556575775,
"rewards/accuracy_reward_step": 0.46484375,
"rewards/final_brier_reward_step": 0.5391401052474976,
"rewards/format_reward_step": 0.95703125,
"step": 89
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.9249041996609604e-06,
"aux_brier/mean_r": 0.9169828165322542,
"aux_brier/n_active_tok": 214.0,
"aux_brier/n_step_records": 53.5,
"aux_brier/std_r": 0.13160156455342076,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5309161744376021,
"calib/avg_num_step_conf": 6.7265625,
"calib/ece": 0.5235450980392158,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0006281261782078579,
"calib/mean_conf": 0.0512,
"calib/mu_c": 0.05093150684931507,
"calib/mu_w": 0.05155963302752293,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0010980392156862747,
"calib/std_conf": 0.03150093680524189,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2603.0,
"completions/max_terminated_length": 2603.0,
"completions/mean_length": 430.7890625,
"completions/mean_terminated_length": 430.7890625,
"completions/min_length": 114.0,
"completions/min_terminated_length": 114.0,
"epoch": 0.096,
"grad_norm": 0.006005620583891869,
"learning_rate": 3.055555555555556e-06,
"loss": 0.0308,
"num_tokens": 18892393.0,
"reward": 1.1884281635284424,
"reward_std": 0.23653236031532288,
"rewards/accuracy_reward_step": 0.5703125,
"rewards/final_brier_reward_step": 0.48027539253234863,
"rewards/format_reward_step": 0.99609375,
"step": 90
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.0485723201124628e-07,
"aux_brier/mean_r": 0.9632558040320873,
"aux_brier/n_active_tok": 213.25,
"aux_brier/n_step_records": 53.3125,
"aux_brier/std_r": 0.09411390119566931,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5263927793339558,
"calib/avg_num_step_conf": 6.81640625,
"calib/ece": 0.4806889763779528,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0013075007780889991,
"calib/mean_conf": 0.054350393700787404,
"calib/mu_c": 0.054962962962962957,
"calib/mu_w": 0.05365546218487396,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0017716535433070864,
"calib/std_conf": 0.027829473341390652,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 1386.0,
"completions/max_terminated_length": 1386.0,
"completions/mean_length": 432.390625,
"completions/mean_terminated_length": 435.7952880859375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 159.0,
"epoch": 0.09706666666666666,
"grad_norm": 0.013703332282602787,
"learning_rate": 3.0277777777777776e-06,
"loss": -0.0139,
"num_tokens": 19110797.0,
"reward": 1.1502869129180908,
"reward_std": 0.2125389277935028,
"rewards/accuracy_reward_step": 0.52734375,
"rewards/final_brier_reward_step": 0.5152104496955872,
"rewards/format_reward_step": 0.98828125,
"step": 91
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.2309375828366562e-06,
"aux_brier/mean_r": 0.9827230200171471,
"aux_brier/n_active_tok": 199.875,
"aux_brier/n_step_records": 49.96875,
"aux_brier/std_r": 0.049810309556050925,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.6128033040784718,
"calib/avg_num_step_conf": 6.41015625,
"calib/ece": 0.5340691699604744,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.013376839184305635,
"calib/mean_conf": 0.05486363636363638,
"calib/mu_c": 0.06036241610738256,
"calib/mu_w": 0.04698557692307693,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.03224220011413279,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2588.0,
"completions/max_terminated_length": 2588.0,
"completions/mean_length": 413.03515625,
"completions/mean_terminated_length": 414.6549377441406,
"completions/min_length": 0.0,
"completions/min_terminated_length": 151.0,
"epoch": 0.09813333333333334,
"grad_norm": 0.017262710258364677,
"learning_rate": 3e-06,
"loss": 0.0073,
"num_tokens": 19323254.0,
"reward": 1.1943002939224243,
"reward_std": 0.22977006435394287,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.47251349687576294,
"rewards/format_reward_step": 0.98828125,
"step": 92
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.407620197184215e-07,
"aux_brier/mean_r": 0.9631425198167562,
"aux_brier/n_active_tok": 228.625,
"aux_brier/n_step_records": 57.15625,
"aux_brier/std_r": 0.09391147123096744,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5354609929078015,
"calib/avg_num_step_conf": 7.3046875,
"calib/ece": 0.48689763779527556,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.005275340488294714,
"calib/mean_conf": 0.06822047244094488,
"calib/mu_c": 0.07056737588652481,
"calib/mu_w": 0.0652920353982301,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.0378272936886621,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2164.0,
"completions/max_terminated_length": 2164.0,
"completions/mean_length": 455.73046875,
"completions/mean_terminated_length": 457.5176696777344,
"completions/min_length": 0.0,
"completions/min_terminated_length": 132.0,
"epoch": 0.0992,
"grad_norm": 0.008477514609694481,
"learning_rate": 2.9722222222222225e-06,
"loss": 0.0068,
"num_tokens": 19545697.0,
"reward": 1.175150752067566,
"reward_std": 0.2387315183877945,
"rewards/accuracy_reward_step": 0.55078125,
"rewards/final_brier_reward_step": 0.5131032466888428,
"rewards/format_reward_step": 0.9921875,
"step": 93
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.906177939660971e-06,
"aux_brier/mean_r": 0.9568438623100519,
"aux_brier/n_active_tok": 201.875,
"aux_brier/n_step_records": 50.46875,
"aux_brier/std_r": 0.09177897716654115,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5424356559949781,
"calib/avg_num_step_conf": 6.32421875,
"calib/ece": 0.47162845849802365,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.004514752040175762,
"calib/mean_conf": 0.06196837944664032,
"calib/mu_c": 0.06407407407407406,
"calib/mu_w": 0.0595593220338983,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.02775554974491735,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2378.0,
"completions/max_terminated_length": 2378.0,
"completions/mean_length": 419.078125,
"completions/mean_terminated_length": 419.078125,
"completions/min_length": 122.0,
"completions/min_terminated_length": 122.0,
"epoch": 0.10026666666666667,
"grad_norm": 0.0068230461329221725,
"learning_rate": 2.944444444444445e-06,
"loss": 0.0389,
"num_tokens": 19761661.0,
"reward": 1.152474045753479,
"reward_std": 0.1997266560792923,
"rewards/accuracy_reward_step": 0.52734375,
"rewards/final_brier_reward_step": 0.5239591598510742,
"rewards/format_reward_step": 0.98828125,
"step": 94
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.5015060450540574e-06,
"aux_brier/mean_r": 0.9502352625131607,
"aux_brier/n_active_tok": 225.375,
"aux_brier/n_step_records": 56.34375,
"aux_brier/std_r": 0.1195903504267335,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.6110787360787361,
"calib/avg_num_step_conf": 7.078125,
"calib/ece": 0.5386117647058823,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.015423853923853925,
"calib/mean_conf": 0.0731529411764706,
"calib/mu_c": 0.07914102564102564,
"calib/mu_w": 0.06371717171717171,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.04445729545080831,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2643.0,
"completions/max_terminated_length": 2643.0,
"completions/mean_length": 454.34765625,
"completions/mean_terminated_length": 454.34765625,
"completions/min_length": 111.0,
"completions/min_terminated_length": 111.0,
"epoch": 0.10133333333333333,
"grad_norm": 0.00697029335424304,
"learning_rate": 2.916666666666667e-06,
"loss": 0.0133,
"num_tokens": 19984102.0,
"reward": 1.22639000415802,
"reward_std": 0.21001799404621124,
"rewards/accuracy_reward_step": 0.609375,
"rewards/final_brier_reward_step": 0.4758726954460144,
"rewards/format_reward_step": 0.99609375,
"step": 95
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.7062705548465118e-07,
"aux_brier/mean_r": 0.9452364314347506,
"aux_brier/n_active_tok": 212.625,
"aux_brier/n_step_records": 53.15625,
"aux_brier/std_r": 0.08910403393747401,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.6026949241234956,
"calib/avg_num_step_conf": 6.71875,
"calib/ece": 0.533715748031496,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.012022684458398727,
"calib/mean_conf": 0.08045748031496062,
"calib/mu_c": 0.08509615384615384,
"calib/mu_w": 0.07307346938775511,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.03719851410901925,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1948.0,
"completions/max_terminated_length": 1948.0,
"completions/mean_length": 406.0859375,
"completions/mean_terminated_length": 406.0859375,
"completions/min_length": 129.0,
"completions/min_terminated_length": 129.0,
"epoch": 0.1024,
"grad_norm": 0.007448885124176741,
"learning_rate": 2.888888888888889e-06,
"loss": 0.0046,
"num_tokens": 20193876.0,
"reward": 1.222224473953247,
"reward_std": 0.21784768998622894,
"rewards/accuracy_reward_step": 0.609375,
"rewards/final_brier_reward_step": 0.47483548521995544,
"rewards/format_reward_step": 0.98828125,
"step": 96
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.889215185048371e-07,
"aux_brier/mean_r": 0.9710249453783035,
"aux_brier/n_active_tok": 219.125,
"aux_brier/n_step_records": 54.78125,
"aux_brier/std_r": 0.07545451291298377,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5865035665123263,
"calib/avg_num_step_conf": 7.00390625,
"calib/ece": 0.43564624505928856,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.01067150544362408,
"calib/mean_conf": 0.0821403162055336,
"calib/mu_c": 0.08728625954198473,
"calib/mu_w": 0.07661475409836065,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.03485147871008432,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2230.0,
"completions/max_terminated_length": 2230.0,
"completions/mean_length": 415.05078125,
"completions/mean_terminated_length": 416.678466796875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 109.0,
"epoch": 0.10346666666666667,
"grad_norm": 0.010315366089344025,
"learning_rate": 2.861111111111111e-06,
"loss": 0.0025,
"num_tokens": 20405201.0,
"reward": 1.1453659534454346,
"reward_std": 0.271666020154953,
"rewards/accuracy_reward_step": 0.51171875,
"rewards/final_brier_reward_step": 0.5580261945724487,
"rewards/format_reward_step": 0.98828125,
"step": 97
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.338425999225512e-06,
"aux_brier/mean_r": 0.9326566867530346,
"aux_brier/n_active_tok": 232.75,
"aux_brier/n_step_records": 58.1875,
"aux_brier/std_r": 0.12610501226299675,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.4484565548780488,
"calib/avg_num_step_conf": 7.81640625,
"calib/ece": 0.42171314741035854,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.006692073170731699,
"calib/mean_conf": 0.09390438247011954,
"calib/mu_c": 0.09062500000000001,
"calib/mu_w": 0.09731707317073171,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.002828685258964143,
"calib/std_conf": 0.037457742734368214,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2562.0,
"completions/max_terminated_length": 2562.0,
"completions/mean_length": 441.90234375,
"completions/mean_terminated_length": 447.1423034667969,
"completions/min_length": 0.0,
"completions/min_terminated_length": 74.0,
"epoch": 0.10453333333333334,
"grad_norm": 0.011622050777077675,
"learning_rate": 2.8333333333333335e-06,
"loss": 0.0242,
"num_tokens": 20624512.0,
"reward": 1.130502462387085,
"reward_std": 0.2599697709083557,
"rewards/accuracy_reward_step": 0.5,
"rewards/final_brier_reward_step": 0.5610722899436951,
"rewards/format_reward_step": 0.98046875,
"step": 98
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.222514389309097e-07,
"aux_brier/mean_r": 0.9750086478888988,
"aux_brier/n_active_tok": 232.875,
"aux_brier/n_step_records": 58.21875,
"aux_brier/std_r": 0.06022263411432505,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.4948188354715918,
"calib/avg_num_step_conf": 7.28125,
"calib/ece": 0.21792156862745093,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0007359368391371829,
"calib/mean_conf": 0.10364705882352941,
"calib/mu_c": 0.10414634146341464,
"calib/mu_w": 0.10341040462427746,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.0,
"calib/std_conf": 0.041976101290910464,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2266.0,
"completions/max_terminated_length": 2266.0,
"completions/mean_length": 511.4921875,
"completions/mean_terminated_length": 513.498046875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 102.0,
"epoch": 0.1056,
"grad_norm": 0.0069901542738080025,
"learning_rate": 2.805555555555556e-06,
"loss": 0.042,
"num_tokens": 20861254.0,
"reward": 0.9979431629180908,
"reward_std": 0.2512783408164978,
"rewards/accuracy_reward_step": 0.3203125,
"rewards/final_brier_reward_step": 0.7261476516723633,
"rewards/format_reward_step": 0.9921875,
"step": 99
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.260137929732124e-08,
"aux_brier/mean_r": 0.9512135703116655,
"aux_brier/n_active_tok": 237.5,
"aux_brier/n_step_records": 59.375,
"aux_brier/std_r": 0.0975370660671615,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5722095092804476,
"calib/avg_num_step_conf": 7.46875,
"calib/ece": 0.34857142857142853,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.012265446224256293,
"calib/mean_conf": 0.10380952380952381,
"calib/mu_c": 0.1105263157894737,
"calib/mu_w": 0.0982608695652174,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.04462999814803803,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2536.0,
"completions/max_terminated_length": 2536.0,
"completions/mean_length": 478.3515625,
"completions/mean_terminated_length": 480.22747802734375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 147.0,
"epoch": 0.10666666666666667,
"grad_norm": 0.006798333488404751,
"learning_rate": 2.7777777777777783e-06,
"loss": 0.0498,
"num_tokens": 21091120.0,
"reward": 1.091367244720459,
"reward_std": 0.28487706184387207,
"rewards/accuracy_reward_step": 0.4453125,
"rewards/final_brier_reward_step": 0.6232812404632568,
"rewards/format_reward_step": 0.98046875,
"step": 100
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.5825019481229283e-07,
"aux_brier/mean_r": 0.9715043678879738,
"aux_brier/n_active_tok": 249.25,
"aux_brier/n_step_records": 62.3125,
"aux_brier/std_r": 0.06585373247071402,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.6253488077118214,
"calib/avg_num_step_conf": 7.9609375,
"calib/ece": 0.3217047244094488,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.018248604769152715,
"calib/mean_conf": 0.10349212598425198,
"calib/mu_c": 0.11398148148148149,
"calib/mu_w": 0.09573287671232877,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.0,
"calib/std_conf": 0.04132507409580167,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2390.0,
"completions/max_terminated_length": 2390.0,
"completions/mean_length": 492.88671875,
"completions/mean_terminated_length": 494.81964111328125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 126.0,
"epoch": 0.10773333333333333,
"grad_norm": 0.010612020269036293,
"learning_rate": 2.7500000000000004e-06,
"loss": 0.0225,
"num_tokens": 21324291.0,
"reward": 1.0756598711013794,
"reward_std": 0.2772831916809082,
"rewards/accuracy_reward_step": 0.421875,
"rewards/final_brier_reward_step": 0.6463895440101624,
"rewards/format_reward_step": 0.984375,
"step": 101
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.9400852950546277e-07,
"aux_brier/mean_r": 0.9528163000941277,
"aux_brier/n_active_tok": 222.875,
"aux_brier/n_step_records": 55.71875,
"aux_brier/std_r": 0.08900663114764029,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.48057563242127005,
"calib/avg_num_step_conf": 7.0625,
"calib/ece": 0.49513636363636365,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.004844572792978855,
"calib/mean_conf": 0.09877667984189722,
"calib/mu_c": 0.09678523489932885,
"calib/mu_w": 0.1016298076923077,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.002490118577075099,
"calib/std_conf": 0.033584689270610014,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2844.0,
"completions/max_terminated_length": 2844.0,
"completions/mean_length": 410.69140625,
"completions/mean_terminated_length": 410.69140625,
"completions/min_length": 132.0,
"completions/min_terminated_length": 132.0,
"epoch": 0.1088,
"grad_norm": 0.009063053876161575,
"learning_rate": 2.7222222222222224e-06,
"loss": 0.051,
"num_tokens": 21536124.0,
"reward": 1.2032110691070557,
"reward_std": 0.20576247572898865,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.5081568360328674,
"rewards/format_reward_step": 0.98828125,
"step": 102
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.0741288932192283e-06,
"aux_brier/mean_r": 0.9643094725906849,
"aux_brier/n_active_tok": 228.375,
"aux_brier/n_step_records": 57.09375,
"aux_brier/std_r": 0.0914556451534736,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.477803291236127,
"calib/avg_num_step_conf": 7.421875,
"calib/ece": 0.44535059760956175,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.00857960199004977,
"calib/mean_conf": 0.10875298804780878,
"calib/mu_c": 0.10475373134328357,
"calib/mu_w": 0.11333333333333334,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0101195219123506,
"calib/std_conf": 0.044190762012516475,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2773.0,
"completions/max_terminated_length": 2773.0,
"completions/mean_length": 493.59375,
"completions/mean_terminated_length": 497.4803161621094,
"completions/min_length": 0.0,
"completions/min_terminated_length": 130.0,
"epoch": 0.10986666666666667,
"grad_norm": 0.06507208198308945,
"learning_rate": 2.6944444444444444e-06,
"loss": 0.0255,
"num_tokens": 21767036.0,
"reward": 1.151968002319336,
"reward_std": 0.237682044506073,
"rewards/accuracy_reward_step": 0.5234375,
"rewards/final_brier_reward_step": 0.553184449672699,
"rewards/format_reward_step": 0.98046875,
"step": 103
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 8.589181492435483e-08,
"aux_brier/mean_r": 0.9585258103907108,
"aux_brier/n_active_tok": 244.25,
"aux_brier/n_step_records": 61.0625,
"aux_brier/std_r": 0.07711920307338005,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.4770601050877868,
"calib/avg_num_step_conf": 7.67578125,
"calib/ece": 0.2894039215686274,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.00392156862745098,
"calib/gap": 0.005117647058823546,
"calib/mean_conf": 0.11389019607843137,
"calib/mu_c": 0.1169607843137255,
"calib/mu_w": 0.11184313725490196,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0016470588235294116,
"calib/std_conf": 0.07039732964772301,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3042.0,
"completions/max_terminated_length": 3042.0,
"completions/mean_length": 450.671875,
"completions/mean_terminated_length": 450.671875,
"completions/min_length": 135.0,
"completions/min_terminated_length": 135.0,
"epoch": 0.11093333333333333,
"grad_norm": 0.007625887636095285,
"learning_rate": 2.666666666666667e-06,
"loss": 0.0233,
"num_tokens": 21989088.0,
"reward": 1.0647350549697876,
"reward_std": 0.2007926106452942,
"rewards/accuracy_reward_step": 0.3984375,
"rewards/final_brier_reward_step": 0.6730026602745056,
"rewards/format_reward_step": 0.99609375,
"step": 104
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.933796837440884e-07,
"aux_brier/mean_r": 0.9700458273291588,
"aux_brier/n_active_tok": 234.25,
"aux_brier/n_step_records": 58.5625,
"aux_brier/std_r": 0.06699328882677946,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.4370927318295739,
"calib/avg_num_step_conf": 7.35546875,
"calib/ece": 0.3704545454545455,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.011060776942355868,
"calib/mean_conf": 0.11073122529644269,
"calib/mu_c": 0.10491666666666669,
"calib/mu_w": 0.11597744360902255,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0034387351778656103,
"calib/std_conf": 0.042635031863209744,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1899.0,
"completions/max_terminated_length": 1899.0,
"completions/mean_length": 466.12890625,
"completions/mean_terminated_length": 467.9568786621094,
"completions/min_length": 0.0,
"completions/min_terminated_length": 146.0,
"epoch": 0.112,
"grad_norm": 0.007053926587104797,
"learning_rate": 2.6388888888888893e-06,
"loss": 0.0356,
"num_tokens": 22214177.0,
"reward": 1.113884687423706,
"reward_std": 0.30461353063583374,
"rewards/accuracy_reward_step": 0.46875,
"rewards/final_brier_reward_step": 0.6039764881134033,
"rewards/format_reward_step": 0.98828125,
"step": 105
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 9.904037203967153e-07,
"aux_brier/mean_r": 0.9507361706346273,
"aux_brier/n_active_tok": 209.5,
"aux_brier/n_step_records": 52.375,
"aux_brier/std_r": 0.0957951597229112,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.5116509826515588,
"calib/avg_num_step_conf": 6.6875,
"calib/ece": 0.40036800000000006,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.005174828756161598,
"calib/mean_conf": 0.114672,
"calib/mu_c": 0.1121259842519685,
"calib/mu_w": 0.1173008130081301,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 0.9921875,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.00352,
"calib/std_conf": 0.0396669688279808,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2984.0,
"completions/max_terminated_length": 2984.0,
"completions/mean_length": 470.02734375,
"completions/mean_terminated_length": 473.72833251953125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 156.0,
"epoch": 0.11306666666666666,
"grad_norm": 0.00906135980039835,
"learning_rate": 2.6111111111111113e-06,
"loss": 0.0201,
"num_tokens": 22439088.0,
"reward": 1.1326165199279785,
"reward_std": 0.18609586358070374,
"rewards/accuracy_reward_step": 0.5,
"rewards/final_brier_reward_step": 0.5773407220840454,
"rewards/format_reward_step": 0.9765625,
"step": 106
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.955192106330774e-07,
"aux_brier/mean_r": 0.9620216339826584,
"aux_brier/n_active_tok": 221.875,
"aux_brier/n_step_records": 55.46875,
"aux_brier/std_r": 0.08636283704981906,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5112620298955703,
"calib/avg_num_step_conf": 7.01171875,
"calib/ece": 0.5195714285714286,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.00022169135212614377,
"calib/mean_conf": 0.11931746031746034,
"calib/mu_c": 0.11939751552795033,
"calib/mu_w": 0.11917582417582419,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.05628571540479323,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2697.0,
"completions/max_terminated_length": 2697.0,
"completions/mean_length": 431.62109375,
"completions/mean_terminated_length": 433.3137512207031,
"completions/min_length": 0.0,
"completions/min_terminated_length": 116.0,
"epoch": 0.11413333333333334,
"grad_norm": 0.012936992570757866,
"learning_rate": 2.5833333333333337e-06,
"loss": 0.0289,
"num_tokens": 22654199.0,
"reward": 1.240332007408142,
"reward_std": 0.2317640781402588,
"rewards/accuracy_reward_step": 0.62890625,
"rewards/final_brier_reward_step": 0.4847656488418579,
"rewards/format_reward_step": 0.98046875,
"step": 107
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.5913763619249695e-07,
"aux_brier/mean_r": 0.947864418849349,
"aux_brier/n_active_tok": 234.25,
"aux_brier/n_step_records": 58.5625,
"aux_brier/std_r": 0.10858365721651353,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5257129014396458,
"calib/avg_num_step_conf": 7.453125,
"calib/ece": 0.5413385826771653,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0020023532668881905,
"calib/mean_conf": 0.1241732283464567,
"calib/mu_c": 0.12485119047619049,
"calib/mu_w": 0.1228488372093023,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.002047244094488189,
"calib/std_conf": 0.051391134761721934,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2067.0,
"completions/max_terminated_length": 2067.0,
"completions/mean_length": 466.7578125,
"completions/mean_terminated_length": 468.5882568359375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 126.0,
"epoch": 0.1152,
"grad_norm": 0.023743530735373497,
"learning_rate": 2.5555555555555557e-06,
"loss": 0.0231,
"num_tokens": 22876921.0,
"reward": 1.2706942558288574,
"reward_std": 0.2029799222946167,
"rewards/accuracy_reward_step": 0.65625,
"rewards/final_brier_reward_step": 0.4812142550945282,
"rewards/format_reward_step": 0.98828125,
"step": 108
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.174225951338652e-08,
"aux_brier/mean_r": 0.970881124958396,
"aux_brier/n_active_tok": 229.5,
"aux_brier/n_step_records": 57.375,
"aux_brier/std_r": 0.06951277135522105,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.5561998215878681,
"calib/avg_num_step_conf": 7.421875,
"calib/ece": 0.4140035856573705,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.003254224544411863,
"calib/mean_conf": 0.11587689243027889,
"calib/mu_c": 0.11740676691729324,
"calib/mu_w": 0.11415254237288137,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.0,
"calib/std_conf": 0.04247941455881125,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2714.0,
"completions/max_terminated_length": 2714.0,
"completions/mean_length": 472.9609375,
"completions/mean_terminated_length": 476.6850280761719,
"completions/min_length": 0.0,
"completions/min_terminated_length": 183.0,
"epoch": 0.11626666666666667,
"grad_norm": 0.05211355909705162,
"learning_rate": 2.5277777777777778e-06,
"loss": -0.0204,
"num_tokens": 23102599.0,
"reward": 1.1488374471664429,
"reward_std": 0.15115833282470703,
"rewards/accuracy_reward_step": 0.51953125,
"rewards/final_brier_reward_step": 0.5640995502471924,
"rewards/format_reward_step": 0.9765625,
"step": 109
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.271944652936341e-07,
"aux_brier/mean_r": 0.9641071297228336,
"aux_brier/n_active_tok": 217.75,
"aux_brier/n_step_records": 54.4375,
"aux_brier/std_r": 0.06642241131339688,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.43316316884099076,
"calib/avg_num_step_conf": 6.82421875,
"calib/ece": 0.3868809523809524,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.009405558706749861,
"calib/mean_conf": 0.11026190476190477,
"calib/mu_c": 0.10544715447154472,
"calib/mu_w": 0.11485271317829458,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.004523809523809523,
"calib/std_conf": 0.04006436856007984,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2883.0,
"completions/max_terminated_length": 2883.0,
"completions/mean_length": 467.7421875,
"completions/mean_terminated_length": 467.7421875,
"completions/min_length": 99.0,
"completions/min_terminated_length": 99.0,
"epoch": 0.11733333333333333,
"grad_norm": 0.007286607287824154,
"learning_rate": 2.5e-06,
"loss": 0.1205,
"num_tokens": 23327261.0,
"reward": 1.1156096458435059,
"reward_std": 0.28626197576522827,
"rewards/accuracy_reward_step": 0.48046875,
"rewards/final_brier_reward_step": 0.5874385833740234,
"rewards/format_reward_step": 0.9765625,
"step": 110
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.032805717948726e-06,
"aux_brier/mean_r": 0.9505273532122374,
"aux_brier/n_active_tok": 235.125,
"aux_brier/n_step_records": 58.78125,
"aux_brier/std_r": 0.09087945113424212,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.5248902376033059,
"calib/avg_num_step_conf": 7.40625,
"calib/ece": 0.362281124497992,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.004171487603305796,
"calib/mean_conf": 0.12727710843373494,
"calib/mu_c": 0.12942148760330582,
"calib/mu_w": 0.12525000000000003,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0018072289156626504,
"calib/std_conf": 0.052667322940273605,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 3017.0,
"completions/max_terminated_length": 3017.0,
"completions/mean_length": 515.25390625,
"completions/mean_terminated_length": 517.2745361328125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 121.0,
"epoch": 0.1184,
"grad_norm": 0.0968957245349884,
"learning_rate": 2.4722222222222226e-06,
"loss": 0.1184,
"num_tokens": 23566574.0,
"reward": 1.1099567413330078,
"reward_std": 0.24360547959804535,
"rewards/accuracy_reward_step": 0.47265625,
"rewards/final_brier_reward_step": 0.6038892269134521,
"rewards/format_reward_step": 0.97265625,
"step": 111
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.00301592107644e-07,
"aux_brier/mean_r": 0.927757628262043,
"aux_brier/n_active_tok": 213.5,
"aux_brier/n_step_records": 53.375,
"aux_brier/std_r": 0.12386916055402253,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.6456380208333334,
"calib/avg_num_step_conf": 6.8515625,
"calib/ece": 0.3512096774193549,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.025682291666666607,
"calib/mean_conf": 0.13266129032258067,
"calib/mu_c": 0.14591666666666664,
"calib/mu_w": 0.12023437500000003,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 0.984375,
"calib/nonempty_step_conf_rate": 0.9765625,
"calib/pce": 0.0,
"calib/std_conf": 0.05318271716250197,
"calib/step_conf_rate": 0.9765625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2966.0,
"completions/max_terminated_length": 2966.0,
"completions/mean_length": 496.76171875,
"completions/mean_terminated_length": 502.6521911621094,
"completions/min_length": 0.0,
"completions/min_terminated_length": 122.0,
"epoch": 0.11946666666666667,
"grad_norm": 0.007562459446489811,
"learning_rate": 2.4444444444444447e-06,
"loss": 0.0182,
"num_tokens": 23801665.0,
"reward": 1.1025023460388184,
"reward_std": 0.2597165107727051,
"rewards/accuracy_reward_step": 0.46875,
"rewards/final_brier_reward_step": 0.6131343841552734,
"rewards/format_reward_step": 0.9609375,
"step": 112
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.306155305609181e-07,
"aux_brier/mean_r": 0.9560148566961288,
"aux_brier/n_active_tok": 221.25,
"aux_brier/n_step_records": 55.3125,
"aux_brier/std_r": 0.09734270189073868,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.4966818477553676,
"calib/avg_num_step_conf": 7.1875,
"calib/ece": 0.43724302788844627,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.001425634352634958,
"calib/mean_conf": 0.14044621513944222,
"calib/mu_c": 0.14104827586206894,
"calib/mu_w": 0.139622641509434,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0,
"calib/std_conf": 0.0572453315448762,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2637.0,
"completions/max_terminated_length": 2637.0,
"completions/mean_length": 459.30078125,
"completions/mean_terminated_length": 462.9173278808594,
"completions/min_length": 0.0,
"completions/min_terminated_length": 101.0,
"epoch": 0.12053333333333334,
"grad_norm": 0.03345976024866104,
"learning_rate": 2.4166666666666667e-06,
"loss": 0.0041,
"num_tokens": 24024446.0,
"reward": 1.1983696222305298,
"reward_std": 0.28644973039627075,
"rewards/accuracy_reward_step": 0.5703125,
"rewards/final_brier_reward_step": 0.5512908697128296,
"rewards/format_reward_step": 0.98046875,
"step": 113
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.858275019034799e-07,
"aux_brier/mean_r": 0.9533816874027252,
"aux_brier/n_active_tok": 226.5,
"aux_brier/n_step_records": 56.625,
"aux_brier/std_r": 0.08270411010744283,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.46139021796916535,
"calib/avg_num_step_conf": 7.2265625,
"calib/ece": 0.47403187250996015,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.0105544922913344,
"calib/mean_conf": 0.13568924302788846,
"calib/mu_c": 0.13152631578947369,
"calib/mu_w": 0.14208080808080809,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0020717131474103584,
"calib/std_conf": 0.05428843437966434,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 3010.0,
"completions/max_terminated_length": 3010.0,
"completions/mean_length": 458.37109375,
"completions/mean_terminated_length": 461.9803161621094,
"completions/min_length": 0.0,
"completions/min_terminated_length": 134.0,
"epoch": 0.1216,
"grad_norm": 0.011670351028442383,
"learning_rate": 2.388888888888889e-06,
"loss": 0.0572,
"num_tokens": 24246813.0,
"reward": 1.2144755125045776,
"reward_std": 0.2181263417005539,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.5219646096229553,
"rewards/format_reward_step": 0.98046875,
"step": 114
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.111080653430466e-07,
"aux_brier/mean_r": 0.9602911379188299,
"aux_brier/n_active_tok": 203.0,
"aux_brier/n_step_records": 50.75,
"aux_brier/std_r": 0.07378150732256472,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.582388134114421,
"calib/avg_num_step_conf": 6.3515625,
"calib/ece": 0.4054117647058823,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.023900660600772783,
"calib/mean_conf": 0.15145098039215688,
"calib/mu_c": 0.16204225352112675,
"calib/mu_w": 0.13814159292035397,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.0,
"calib/std_conf": 0.07288893343084318,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1391.0,
"completions/max_terminated_length": 1391.0,
"completions/mean_length": 418.2265625,
"completions/mean_terminated_length": 418.2265625,
"completions/min_length": 115.0,
"completions/min_terminated_length": 115.0,
"epoch": 0.12266666666666666,
"grad_norm": 0.008021569810807705,
"learning_rate": 2.361111111111111e-06,
"loss": 0.0674,
"num_tokens": 24459143.0,
"reward": 1.1924775838851929,
"reward_std": 0.28190475702285767,
"rewards/accuracy_reward_step": 0.5546875,
"rewards/final_brier_reward_step": 0.5824105739593506,
"rewards/format_reward_step": 0.984375,
"step": 115
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.9303265438863626e-07,
"aux_brier/mean_r": 0.9693176839500666,
"aux_brier/n_active_tok": 200.25,
"aux_brier/n_step_records": 50.0625,
"aux_brier/std_r": 0.05107466934714466,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5021464646464646,
"calib/avg_num_step_conf": 6.2578125,
"calib/ece": 0.3946456692913385,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.004508838383838365,
"calib/mean_conf": 0.17228346456692917,
"calib/mu_c": 0.17423611111111112,
"calib/mu_w": 0.16972727272727275,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.0,
"calib/std_conf": 0.08138262865172452,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2511.0,
"completions/max_terminated_length": 2511.0,
"completions/mean_length": 482.71484375,
"completions/mean_terminated_length": 484.6078796386719,
"completions/min_length": 0.0,
"completions/min_terminated_length": 99.0,
"epoch": 0.12373333333333333,
"grad_norm": 0.007442351896315813,
"learning_rate": 2.3333333333333336e-06,
"loss": 0.0496,
"num_tokens": 24687238.0,
"reward": 1.2012077569961548,
"reward_std": 0.18627876043319702,
"rewards/accuracy_reward_step": 0.5625,
"rewards/final_brier_reward_step": 0.5860809087753296,
"rewards/format_reward_step": 0.984375,
"step": 116
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.129237786229758e-08,
"aux_brier/mean_r": 0.9578664638102055,
"aux_brier/n_active_tok": 230.625,
"aux_brier/n_step_records": 57.65625,
"aux_brier/std_r": 0.08411719999276102,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.475886569416499,
"calib/avg_num_step_conf": 7.2734375,
"calib/ece": 0.29163385826771654,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.012561619718309852,
"calib/mean_conf": 0.17639763779527562,
"calib/mu_c": 0.16937500000000003,
"calib/mu_w": 0.18193661971830988,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.013543307086614173,
"calib/std_conf": 0.08694411361361841,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2661.0,
"completions/max_terminated_length": 2661.0,
"completions/mean_length": 450.6640625,
"completions/mean_terminated_length": 452.431396484375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 149.0,
"epoch": 0.1248,
"grad_norm": 0.027483254671096802,
"learning_rate": 2.305555555555556e-06,
"loss": -0.0025,
"num_tokens": 24909208.0,
"reward": 1.0944743156433105,
"reward_std": 0.27873146533966064,
"rewards/accuracy_reward_step": 0.4375,
"rewards/final_brier_reward_step": 0.6591474413871765,
"rewards/format_reward_step": 0.984375,
"step": 117
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.2244894554445125e-07,
"aux_brier/mean_r": 0.9603268560022116,
"aux_brier/n_active_tok": 234.75,
"aux_brier/n_step_records": 58.6875,
"aux_brier/std_r": 0.06616785260848701,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.48898533570066416,
"calib/avg_num_step_conf": 7.5546875,
"calib/ece": 0.38770161290322575,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": -0.011895179851384247,
"calib/mean_conf": 0.18649193548387097,
"calib/mu_c": 0.18116788321167884,
"calib/mu_w": 0.1930630630630631,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.010887096774193552,
"calib/std_conf": 0.1076892180160069,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2999.0,
"completions/max_terminated_length": 2999.0,
"completions/mean_length": 491.203125,
"completions/mean_terminated_length": 495.07086181640625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 134.0,
"epoch": 0.12586666666666665,
"grad_norm": 0.011950023472309113,
"learning_rate": 2.277777777777778e-06,
"loss": 0.0027,
"num_tokens": 25138964.0,
"reward": 1.1651744842529297,
"reward_std": 0.17621293663978577,
"rewards/accuracy_reward_step": 0.53515625,
"rewards/final_brier_reward_step": 0.5825730562210083,
"rewards/format_reward_step": 0.96875,
"step": 118
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -9.911992571165484e-08,
"aux_brier/mean_r": 0.9554366022348404,
"aux_brier/n_active_tok": 224.0,
"aux_brier/n_step_records": 56.0,
"aux_brier/std_r": 0.08520230033900589,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.4869315373208107,
"calib/avg_num_step_conf": 7.05859375,
"calib/ece": 0.33529411764705885,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.0060924369747898666,
"calib/mean_conf": 0.1980392156862745,
"calib/mu_c": 0.20088235294117646,
"calib/mu_w": 0.1947899159663866,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.984375,
"calib/pce": 0.0,
"calib/std_conf": 0.10495226940989325,
"calib/step_conf_rate": 0.984375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1802.0,
"completions/max_terminated_length": 1802.0,
"completions/mean_length": 512.59765625,
"completions/mean_terminated_length": 514.6078491210938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 130.0,
"epoch": 0.12693333333333334,
"grad_norm": 0.008595707826316357,
"learning_rate": 2.25e-06,
"loss": 0.0037,
"num_tokens": 25375253.0,
"reward": 1.1784425973892212,
"reward_std": 0.26389604806900024,
"rewards/accuracy_reward_step": 0.53125,
"rewards/final_brier_reward_step": 0.62002032995224,
"rewards/format_reward_step": 0.984375,
"step": 119
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.6256477076168636e-07,
"aux_brier/mean_r": 0.9540219716727734,
"aux_brier/n_active_tok": 208.375,
"aux_brier/n_step_records": 52.09375,
"aux_brier/std_r": 0.0882777045480907,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5290421195652174,
"calib/avg_num_step_conf": 6.8359375,
"calib/ece": 0.44047619047619035,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.016758152173913077,
"calib/mean_conf": 0.19444444444444445,
"calib/mu_c": 0.20056250000000003,
"calib/mu_w": 0.18380434782608696,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.984375,
"calib/pce": 0.0,
"calib/std_conf": 0.09563949801335697,
"calib/step_conf_rate": 0.984375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 1426.0,
"completions/max_terminated_length": 1426.0,
"completions/mean_length": 444.97265625,
"completions/mean_terminated_length": 448.47637939453125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 129.0,
"epoch": 0.128,
"grad_norm": 0.01172333862632513,
"learning_rate": 2.222222222222222e-06,
"loss": 0.0095,
"num_tokens": 25595854.0,
"reward": 1.24784255027771,
"reward_std": 0.2769468128681183,
"rewards/accuracy_reward_step": 0.625,
"rewards/final_brier_reward_step": 0.553869903087616,
"rewards/format_reward_step": 0.96875,
"step": 120
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.0046439955522253e-07,
"aux_brier/mean_r": 0.9500356279313564,
"aux_brier/n_active_tok": 236.625,
"aux_brier/n_step_records": 59.15625,
"aux_brier/std_r": 0.08284603539505042,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.4771746031746032,
"calib/avg_num_step_conf": 7.703125,
"calib/ece": 0.3030278884462152,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.00796812749003984,
"calib/gap": -0.02618158730158726,
"calib/mean_conf": 0.2342629482071713,
"calib/mu_c": 0.22112000000000004,
"calib/mu_w": 0.2473015873015873,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.019641434262948204,
"calib/std_conf": 0.1336305581720134,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 2551.0,
"completions/max_terminated_length": 2551.0,
"completions/mean_length": 515.96875,
"completions/mean_terminated_length": 524.1587524414062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 133.0,
"epoch": 0.12906666666666666,
"grad_norm": 0.020066162571310997,
"learning_rate": 2.1944444444444445e-06,
"loss": -0.011,
"num_tokens": 25832998.0,
"reward": 1.1299539804458618,
"reward_std": 0.33891183137893677,
"rewards/accuracy_reward_step": 0.48828125,
"rewards/final_brier_reward_step": 0.6291910409927368,
"rewards/format_reward_step": 0.96875,
"step": 121
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.5776045442515993e-07,
"aux_brier/mean_r": 0.9499933030456305,
"aux_brier/n_active_tok": 211.5,
"aux_brier/n_step_records": 52.875,
"aux_brier/std_r": 0.08888547073001973,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.6227531060005287,
"calib/avg_num_step_conf": 6.72265625,
"calib/ece": 0.3854031620553359,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.003952569169960474,
"calib/gap": 0.04851189532117367,
"calib/mean_conf": 0.23159288537549405,
"calib/mu_c": 0.2501923076923077,
"calib/mu_w": 0.20168041237113404,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.00019762845849802388,
"calib/std_conf": 0.1269235098028985,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2626.0,
"completions/max_terminated_length": 2626.0,
"completions/mean_length": 471.984375,
"completions/mean_terminated_length": 475.7007751464844,
"completions/min_length": 0.0,
"completions/min_terminated_length": 147.0,
"epoch": 0.13013333333333332,
"grad_norm": 0.0151255177333951,
"learning_rate": 2.166666666666667e-06,
"loss": -0.0226,
"num_tokens": 26061170.0,
"reward": 1.2516987323760986,
"reward_std": 0.2080809772014618,
"rewards/accuracy_reward_step": 0.609375,
"rewards/final_brier_reward_step": 0.6083576679229736,
"rewards/format_reward_step": 0.98046875,
"step": 122
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.329810063177561e-07,
"aux_brier/mean_r": 0.9279930610209703,
"aux_brier/n_active_tok": 232.875,
"aux_brier/n_step_records": 58.21875,
"aux_brier/std_r": 0.11340552975889295,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5146741886409737,
"calib/avg_num_step_conf": 7.34375,
"calib/ece": 0.2926587301587302,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.019563894523326547,
"calib/mean_conf": 0.2470238095238095,
"calib/mu_c": 0.2560294117647059,
"calib/mu_w": 0.23646551724137935,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0,
"calib/std_conf": 0.12829263202969443,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2838.0,
"completions/max_terminated_length": 2838.0,
"completions/mean_length": 526.9375,
"completions/mean_terminated_length": 529.0039672851562,
"completions/min_length": 0.0,
"completions/min_terminated_length": 183.0,
"epoch": 0.1312,
"grad_norm": 0.00813714973628521,
"learning_rate": 2.138888888888889e-06,
"loss": 0.0188,
"num_tokens": 26301354.0,
"reward": 1.1827906370162964,
"reward_std": 0.28444749116897583,
"rewards/accuracy_reward_step": 0.53125,
"rewards/final_brier_reward_step": 0.6452249884605408,
"rewards/format_reward_step": 0.98046875,
"step": 123
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.931757783907756e-08,
"aux_brier/mean_r": 0.9353038147091866,
"aux_brier/n_active_tok": 225.5,
"aux_brier/n_step_records": 56.375,
"aux_brier/std_r": 0.09529420151375234,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.6057159810126582,
"calib/avg_num_step_conf": 7.19921875,
"calib/ece": 0.3789566929133858,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.0,
"calib/gap": 0.038809994725738345,
"calib/mean_conf": 0.2559645669291339,
"calib/mu_c": 0.27063291139240503,
"calib/mu_w": 0.23182291666666668,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.006437007874015749,
"calib/std_conf": 0.13040954087334525,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1407.0,
"completions/max_terminated_length": 1407.0,
"completions/mean_length": 485.30859375,
"completions/mean_terminated_length": 487.2117919921875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 164.0,
"epoch": 0.13226666666666667,
"grad_norm": 0.03915087506175041,
"learning_rate": 2.1111111111111114e-06,
"loss": -0.0431,
"num_tokens": 26532409.0,
"reward": 1.2700769901275635,
"reward_std": 0.23944897949695587,
"rewards/accuracy_reward_step": 0.6171875,
"rewards/final_brier_reward_step": 0.6271827220916748,
"rewards/format_reward_step": 0.9921875,
"step": 124
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.0031124897391663e-07,
"aux_brier/mean_r": 0.9100860338658094,
"aux_brier/n_active_tok": 210.5,
"aux_brier/n_step_records": 52.625,
"aux_brier/std_r": 0.11714433634188026,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5302374393283484,
"calib/avg_num_step_conf": 7.0546875,
"calib/ece": 0.24278659919028336,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.012145748987854251,
"calib/gap": 0.017246788665879642,
"calib/mean_conf": 0.2958368825910931,
"calib/mu_c": 0.3042857142857143,
"calib/mu_w": 0.2870389256198347,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.014251012145748986,
"calib/std_conf": 0.17502843640911678,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 2819.0,
"completions/max_terminated_length": 2819.0,
"completions/mean_length": 523.203125,
"completions/mean_terminated_length": 533.62548828125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 137.0,
"epoch": 0.13333333333333333,
"grad_norm": 0.020375991240143776,
"learning_rate": 2.0833333333333334e-06,
"loss": 0.0403,
"num_tokens": 26771157.0,
"reward": 1.1364705562591553,
"reward_std": 0.2968687117099762,
"rewards/accuracy_reward_step": 0.4921875,
"rewards/final_brier_reward_step": 0.6552572250366211,
"rewards/format_reward_step": 0.9609375,
"step": 125
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.848494819989277e-07,
"aux_brier/mean_r": 0.9077005349099636,
"aux_brier/n_active_tok": 240.0,
"aux_brier/n_step_records": 60.0,
"aux_brier/std_r": 0.12330675616976805,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5398786717752235,
"calib/avg_num_step_conf": 7.625,
"calib/ece": 0.32916996047430824,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.015810276679841896,
"calib/gap": -0.010234355044699883,
"calib/mean_conf": 0.3147826086956522,
"calib/mu_c": 0.3104137931034483,
"calib/mu_w": 0.3206481481481482,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.03541501976284585,
"calib/std_conf": 0.17633413578935334,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2760.0,
"completions/max_terminated_length": 2760.0,
"completions/mean_length": 513.83984375,
"completions/mean_terminated_length": 517.8858032226562,
"completions/min_length": 0.0,
"completions/min_terminated_length": 116.0,
"epoch": 0.1344,
"grad_norm": 0.01395754236727953,
"learning_rate": 2.0555555555555555e-06,
"loss": 0.0231,
"num_tokens": 27008164.0,
"reward": 1.216122031211853,
"reward_std": 0.2721666097640991,
"rewards/accuracy_reward_step": 0.56640625,
"rewards/final_brier_reward_step": 0.637925386428833,
"rewards/format_reward_step": 0.98046875,
"step": 126
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.5298079181214064e-07,
"aux_brier/mean_r": 0.9193386882543564,
"aux_brier/n_active_tok": 224.375,
"aux_brier/n_step_records": 56.09375,
"aux_brier/std_r": 0.10538892593467608,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5117407844680572,
"calib/avg_num_step_conf": 7.1328125,
"calib/ece": 0.2211255060728745,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.012145748987854251,
"calib/gap": 0.01618358913813467,
"calib/mean_conf": 0.3084291497975708,
"calib/mu_c": 0.3163571428571429,
"calib/mu_w": 0.3001735537190082,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.009716599190283401,
"calib/std_conf": 0.17280810670041616,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2838.0,
"completions/max_terminated_length": 2838.0,
"completions/mean_length": 521.43359375,
"completions/mean_terminated_length": 527.6166381835938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 152.0,
"epoch": 0.13546666666666668,
"grad_norm": 0.009091866202652454,
"learning_rate": 2.027777777777778e-06,
"loss": 0.0523,
"num_tokens": 27245323.0,
"reward": 1.1404777765274048,
"reward_std": 0.24780690670013428,
"rewards/accuracy_reward_step": 0.4921875,
"rewards/final_brier_reward_step": 0.66347336769104,
"rewards/format_reward_step": 0.96484375,
"step": 127
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.150997701650837e-08,
"aux_brier/mean_r": 0.9189047124236822,
"aux_brier/n_active_tok": 208.875,
"aux_brier/n_step_records": 52.21875,
"aux_brier/std_r": 0.10833306721178815,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5271963824289406,
"calib/avg_num_step_conf": 6.94140625,
"calib/ece": 0.23056224899598388,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.020080321285140562,
"calib/gap": -0.0005775193798449041,
"calib/mean_conf": 0.3402008032128514,
"calib/mu_c": 0.33992248062015507,
"calib/mu_w": 0.34049999999999997,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.026345381526104418,
"calib/std_conf": 0.16651989472948964,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2977.0,
"completions/max_terminated_length": 2977.0,
"completions/mean_length": 510.91796875,
"completions/mean_terminated_length": 516.976318359375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 110.0,
"epoch": 0.13653333333333334,
"grad_norm": 0.011102133430540562,
"learning_rate": 2.0000000000000003e-06,
"loss": -0.023,
"num_tokens": 27482782.0,
"reward": 1.1620869636535645,
"reward_std": 0.2814047932624817,
"rewards/accuracy_reward_step": 0.5078125,
"rewards/final_brier_reward_step": 0.6717855930328369,
"rewards/format_reward_step": 0.97265625,
"step": 128
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 8.531554108320849e-08,
"aux_brier/mean_r": 0.9088293649256229,
"aux_brier/n_active_tok": 231.625,
"aux_brier/n_step_records": 57.90625,
"aux_brier/std_r": 0.11498634936287999,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5359417344173442,
"calib/avg_num_step_conf": 7.24609375,
"calib/ece": 0.31440944881889765,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.007874015748031496,
"calib/gap": 0.017518970189701888,
"calib/mean_conf": 0.3527559055118111,
"calib/mu_c": 0.3589634146341464,
"calib/mu_w": 0.3414444444444445,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.010748031496063001,
"calib/std_conf": 0.16518744859639412,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2563.0,
"completions/max_terminated_length": 2563.0,
"completions/mean_length": 468.5625,
"completions/mean_terminated_length": 468.5625,
"completions/min_length": 140.0,
"completions/min_terminated_length": 140.0,
"epoch": 0.1376,
"grad_norm": 0.008855071850121021,
"learning_rate": 1.9722222222222224e-06,
"loss": 0.0093,
"num_tokens": 27705118.0,
"reward": 1.301955223083496,
"reward_std": 0.23477554321289062,
"rewards/accuracy_reward_step": 0.640625,
"rewards/final_brier_reward_step": 0.6609461307525635,
"rewards/format_reward_step": 0.9921875,
"step": 129
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.7721546882731865e-07,
"aux_brier/mean_r": 0.9020894207060337,
"aux_brier/n_active_tok": 224.25,
"aux_brier/n_step_records": 56.0625,
"aux_brier/std_r": 0.1321611349703744,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5029802685667306,
"calib/avg_num_step_conf": 7.2109375,
"calib/ece": 0.33723320158102754,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.007905138339920948,
"calib/gap": -0.009704713620169891,
"calib/mean_conf": 0.35359683794466407,
"calib/mu_c": 0.3501829268292683,
"calib/mu_w": 0.3598876404494382,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.02130434782608695,
"calib/std_conf": 0.1700642389378069,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2190.0,
"completions/max_terminated_length": 2190.0,
"completions/mean_length": 454.83203125,
"completions/mean_terminated_length": 458.41339111328125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 125.0,
"epoch": 0.13866666666666666,
"grad_norm": 0.009399204514920712,
"learning_rate": 1.944444444444445e-06,
"loss": -0.0488,
"num_tokens": 27926843.0,
"reward": 1.2932324409484863,
"reward_std": 0.1858869194984436,
"rewards/accuracy_reward_step": 0.640625,
"rewards/final_brier_reward_step": 0.6416797637939453,
"rewards/format_reward_step": 0.984375,
"step": 130
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.090573959778741e-08,
"aux_brier/mean_r": 0.8913759496062994,
"aux_brier/n_active_tok": 220.125,
"aux_brier/n_step_records": 55.03125,
"aux_brier/std_r": 0.1489139118930325,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.527970047822804,
"calib/avg_num_step_conf": 7.0546875,
"calib/ece": 0.16857707509881423,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.019762845849802372,
"calib/gap": 0.011159702995217624,
"calib/mean_conf": 0.38628458498023716,
"calib/mu_c": 0.39232758620689645,
"calib/mu_w": 0.3811678832116788,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.04818181818181817,
"calib/std_conf": 0.17406903711839675,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2761.0,
"completions/max_terminated_length": 2761.0,
"completions/mean_length": 487.203125,
"completions/mean_terminated_length": 487.203125,
"completions/min_length": 143.0,
"completions/min_terminated_length": 143.0,
"epoch": 0.13973333333333332,
"grad_norm": 0.00836309976875782,
"learning_rate": 1.916666666666667e-06,
"loss": 0.0405,
"num_tokens": 28157775.0,
"reward": 1.1294946670532227,
"reward_std": 0.2559651732444763,
"rewards/accuracy_reward_step": 0.45703125,
"rewards/final_brier_reward_step": 0.7132909893989563,
"rewards/format_reward_step": 0.98828125,
"step": 131
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.895790240548429e-08,
"aux_brier/mean_r": 0.8524616025388241,
"aux_brier/n_active_tok": 264.75,
"aux_brier/n_step_records": 66.1875,
"aux_brier/std_r": 0.1806037900969386,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.42480645161290326,
"calib/avg_num_step_conf": 8.4375,
"calib/ece": 0.30229411764705877,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.047058823529411764,
"calib/gap": -0.06503387096774194,
"calib/mean_conf": 0.44201960784313726,
"calib/mu_c": 0.4165161290322581,
"calib/mu_w": 0.48155000000000003,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.06823529411764706,
"calib/std_conf": 0.21549746281169432,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2288.0,
"completions/max_terminated_length": 2288.0,
"completions/mean_length": 531.33203125,
"completions/mean_terminated_length": 531.33203125,
"completions/min_length": 118.0,
"completions/min_terminated_length": 118.0,
"epoch": 0.1408,
"grad_norm": 0.008158460259437561,
"learning_rate": 1.888888888888889e-06,
"loss": 0.0289,
"num_tokens": 28399388.0,
"reward": 1.261675238609314,
"reward_std": 0.2958708703517914,
"rewards/accuracy_reward_step": 0.60546875,
"rewards/final_brier_reward_step": 0.6482632160186768,
"rewards/format_reward_step": 0.98828125,
"step": 132
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.2898586573828474e-08,
"aux_brier/mean_r": 0.8725182209163904,
"aux_brier/n_active_tok": 253.125,
"aux_brier/n_step_records": 63.28125,
"aux_brier/std_r": 0.1537803045939654,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.46758900928792574,
"calib/avg_num_step_conf": 8.09765625,
"calib/ece": 0.174984,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.036,
"calib/gap": -0.021414860681114534,
"calib/mean_conf": 0.46317600000000003,
"calib/mu_c": 0.45152631578947366,
"calib/mu_w": 0.4729411764705882,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.09108000000000001,
"calib/std_conf": 0.2017700350002448,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2614.0,
"completions/max_terminated_length": 2614.0,
"completions/mean_length": 571.69140625,
"completions/mean_terminated_length": 573.933349609375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 159.0,
"epoch": 0.14186666666666667,
"grad_norm": 0.018184488639235497,
"learning_rate": 1.8611111111111113e-06,
"loss": 0.0669,
"num_tokens": 28652085.0,
"reward": 1.0995794534683228,
"reward_std": 0.39164456725120544,
"rewards/accuracy_reward_step": 0.4453125,
"rewards/final_brier_reward_step": 0.6795676350593567,
"rewards/format_reward_step": 0.96875,
"step": 133
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.516849356177687e-08,
"aux_brier/mean_r": 0.8617879282683134,
"aux_brier/n_active_tok": 249.125,
"aux_brier/n_step_records": 62.28125,
"aux_brier/std_r": 0.1777062778128311,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5413636363636363,
"calib/avg_num_step_conf": 8.140625,
"calib/ece": 0.23357599999999998,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.056,
"calib/gap": 0.012542857142857078,
"calib/mean_conf": 0.439624,
"calib/mu_c": 0.4451428571428571,
"calib/mu_w": 0.43260000000000004,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0566,
"calib/std_conf": 0.22501760514235325,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 1667.0,
"completions/max_terminated_length": 1667.0,
"completions/mean_length": 542.84375,
"completions/mean_terminated_length": 551.4603271484375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 161.0,
"epoch": 0.14293333333333333,
"grad_norm": 0.021115439012646675,
"learning_rate": 1.8333333333333333e-06,
"loss": -0.0145,
"num_tokens": 28900005.0,
"reward": 1.2022333145141602,
"reward_std": 0.32995420694351196,
"rewards/accuracy_reward_step": 0.546875,
"rewards/final_brier_reward_step": 0.6761208772659302,
"rewards/format_reward_step": 0.97265625,
"step": 134
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.6903640487342386e-08,
"aux_brier/mean_r": 0.8582585956901312,
"aux_brier/n_active_tok": 258.25,
"aux_brier/n_step_records": 64.5625,
"aux_brier/std_r": 0.17754859966225922,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.4545179914070891,
"calib/avg_num_step_conf": 8.58984375,
"calib/ece": 0.261252,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.084,
"calib/gap": -0.03793461331901177,
"calib/mean_conf": 0.487548,
"calib/mu_c": 0.47267763157894743,
"calib/mu_w": 0.5106122448979592,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.0704,
"calib/std_conf": 0.23584587699597379,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2731.0,
"completions/max_terminated_length": 2731.0,
"completions/mean_length": 542.625,
"completions/mean_terminated_length": 546.8976440429688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 111.0,
"epoch": 0.144,
"grad_norm": 0.013981486670672894,
"learning_rate": 1.8055555555555557e-06,
"loss": 0.0241,
"num_tokens": 29144797.0,
"reward": 1.2408422231674194,
"reward_std": 0.3398025929927826,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.650868833065033,
"rewards/format_reward_step": 0.96875,
"step": 135
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.972135108667231e-08,
"aux_brier/mean_r": 0.8717589396983385,
"aux_brier/n_active_tok": 274.75,
"aux_brier/n_step_records": 68.6875,
"aux_brier/std_r": 0.15413922793231905,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.48408564814814814,
"calib/avg_num_step_conf": 8.64453125,
"calib/ece": 0.18665079365079365,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.05555555555555555,
"calib/gap": -0.026870370370370322,
"calib/mean_conf": 0.47053968253968254,
"calib/mu_c": 0.4551851851851852,
"calib/mu_w": 0.4820555555555555,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.11430952380952383,
"calib/std_conf": 0.1984476371618904,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2756.0,
"completions/max_terminated_length": 2756.0,
"completions/mean_length": 545.09765625,
"completions/mean_terminated_length": 549.3897705078125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 162.0,
"epoch": 0.14506666666666668,
"grad_norm": 0.012743341736495495,
"learning_rate": 1.777777777777778e-06,
"loss": -0.0309,
"num_tokens": 29392830.0,
"reward": 1.0838903188705444,
"reward_std": 0.26073917746543884,
"rewards/accuracy_reward_step": 0.421875,
"rewards/final_brier_reward_step": 0.6871236562728882,
"rewards/format_reward_step": 0.98046875,
"step": 136
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.1670128131100483e-08,
"aux_brier/mean_r": 0.8443158883601427,
"aux_brier/n_active_tok": 264.5,
"aux_brier/n_step_records": 66.125,
"aux_brier/std_r": 0.18676162557676435,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.4611259222518445,
"calib/avg_num_step_conf": 8.45703125,
"calib/ece": 0.22016496062992125,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.06692913385826772,
"calib/gap": -0.041219685039370235,
"calib/mean_conf": 0.4909374015748031,
"calib/mu_c": 0.470327559055118,
"calib/mu_w": 0.5115472440944883,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.10555118110236222,
"calib/std_conf": 0.21249853556406037,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2459.0,
"completions/max_terminated_length": 2459.0,
"completions/mean_length": 506.9921875,
"completions/mean_terminated_length": 508.98040771484375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 188.0,
"epoch": 0.14613333333333334,
"grad_norm": 0.00968876387923956,
"learning_rate": 1.75e-06,
"loss": 0.0459,
"num_tokens": 29629604.0,
"reward": 1.1618894338607788,
"reward_std": 0.3098908066749573,
"rewards/accuracy_reward_step": 0.49609375,
"rewards/final_brier_reward_step": 0.6788074374198914,
"rewards/format_reward_step": 0.9921875,
"step": 137
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.4581574700467392e-07,
"aux_brier/mean_r": 0.8592845667153597,
"aux_brier/n_active_tok": 252.625,
"aux_brier/n_step_records": 63.15625,
"aux_brier/std_r": 0.1593852590303868,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5193092105263157,
"calib/avg_num_step_conf": 8.0703125,
"calib/ece": 0.17367658730158725,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.031746031746031744,
"calib/gap": 0.02093605263157905,
"calib/mean_conf": 0.5088630952380953,
"calib/mu_c": 0.517171052631579,
"calib/mu_w": 0.496235,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.03968253968253967,
"calib/std_conf": 0.20308809886338322,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 1843.0,
"completions/max_terminated_length": 1843.0,
"completions/mean_length": 508.296875,
"completions/mean_terminated_length": 508.296875,
"completions/min_length": 117.0,
"completions/min_terminated_length": 117.0,
"epoch": 0.1472,
"grad_norm": 0.008025892078876495,
"learning_rate": 1.7222222222222224e-06,
"loss": 0.0067,
"num_tokens": 29864064.0,
"reward": 1.2632548809051514,
"reward_std": 0.30502110719680786,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.709269642829895,
"rewards/format_reward_step": 0.984375,
"step": 138
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.139147943837962e-08,
"aux_brier/mean_r": 0.8623798973858356,
"aux_brier/n_active_tok": 234.625,
"aux_brier/n_step_records": 58.65625,
"aux_brier/std_r": 0.17043262324295938,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5323945440767871,
"calib/avg_num_step_conf": 7.4765625,
"calib/ece": 0.2103529411764705,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.9921875,
"calib/frac_conf_gt_0.9": 0.07450980392156863,
"calib/gap": 0.01609307906036883,
"calib/mean_conf": 0.5058823529411764,
"calib/mu_c": 0.5126351351351351,
"calib/mu_w": 0.4965420560747663,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.06792156862745095,
"calib/std_conf": 0.22263639987954892,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2286.0,
"completions/max_terminated_length": 2286.0,
"completions/mean_length": 482.04296875,
"completions/mean_terminated_length": 483.933349609375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 92.0,
"epoch": 0.14826666666666666,
"grad_norm": 0.010458669625222683,
"learning_rate": 1.6944444444444446e-06,
"loss": 0.0176,
"num_tokens": 30090563.0,
"reward": 1.2498453855514526,
"reward_std": 0.27873075008392334,
"rewards/accuracy_reward_step": 0.578125,
"rewards/final_brier_reward_step": 0.7025066614151001,
"rewards/format_reward_step": 0.9921875,
"step": 139
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.2785630215672583e-07,
"aux_brier/mean_r": 0.8477766457945108,
"aux_brier/n_active_tok": 261.25,
"aux_brier/n_step_records": 65.3125,
"aux_brier/std_r": 0.1824449956184253,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5135658914728682,
"calib/avg_num_step_conf": 8.39453125,
"calib/ece": 0.2286759842519685,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.07480314960629922,
"calib/gap": 0.01140654761904758,
"calib/mean_conf": 0.4975444881889764,
"calib/mu_c": 0.5014065476190476,
"calib/mu_w": 0.49,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.03240157480314959,
"calib/std_conf": 0.22897756885020218,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2588.0,
"completions/max_terminated_length": 2588.0,
"completions/mean_length": 504.546875,
"completions/mean_terminated_length": 506.5255126953125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 144.0,
"epoch": 0.14933333333333335,
"grad_norm": 0.009692667052149773,
"learning_rate": 1.6666666666666667e-06,
"loss": 0.0229,
"num_tokens": 30324743.0,
"reward": 1.3236327171325684,
"reward_std": 0.28123971819877625,
"rewards/accuracy_reward_step": 0.65625,
"rewards/final_brier_reward_step": 0.6929682493209839,
"rewards/format_reward_step": 0.98828125,
"step": 140
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.8497130996906215e-08,
"aux_brier/mean_r": 0.8235095776617527,
"aux_brier/n_active_tok": 249.375,
"aux_brier/n_step_records": 62.34375,
"aux_brier/std_r": 0.21152607444673777,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5448500282965478,
"calib/avg_num_step_conf": 8.66796875,
"calib/ece": 0.20662367346938773,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.95703125,
"calib/frac_conf_gt_0.9": 0.10612244897959183,
"calib/gap": 0.03771396434634988,
"calib/mean_conf": 0.5271722448979592,
"calib/mu_c": 0.5414881578947369,
"calib/mu_w": 0.503774193548387,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0566938775510204,
"calib/std_conf": 0.24455517278474556,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 2631.0,
"completions/max_terminated_length": 2631.0,
"completions/mean_length": 536.48828125,
"completions/mean_terminated_length": 545.0040283203125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 174.0,
"epoch": 0.1504,
"grad_norm": 0.024134991690516472,
"learning_rate": 1.638888888888889e-06,
"loss": 0.0073,
"num_tokens": 30569180.0,
"reward": 1.2469449043273926,
"reward_std": 0.28342723846435547,
"rewards/accuracy_reward_step": 0.59765625,
"rewards/final_brier_reward_step": 0.6830918788909912,
"rewards/format_reward_step": 0.95703125,
"step": 141
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.197845527413428e-09,
"aux_brier/mean_r": 0.7782465536147356,
"aux_brier/n_active_tok": 265.0,
"aux_brier/n_step_records": 66.25,
"aux_brier/std_r": 0.24000422982499003,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5153558763931104,
"calib/avg_num_step_conf": 9.40234375,
"calib/ece": 0.20901857707509885,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.15019762845849802,
"calib/gap": 0.011068021783181337,
"calib/mean_conf": 0.5738272727272727,
"calib/mu_c": 0.5787269503546099,
"calib/mu_w": 0.5676589285714285,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.11276679841897234,
"calib/std_conf": 0.27077213296677377,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2173.0,
"completions/max_terminated_length": 2173.0,
"completions/mean_length": 563.4140625,
"completions/mean_terminated_length": 565.62353515625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 125.0,
"epoch": 0.15146666666666667,
"grad_norm": 0.009331640787422657,
"learning_rate": 1.6111111111111113e-06,
"loss": 0.018,
"num_tokens": 30818574.0,
"reward": 1.2142034769058228,
"reward_std": 0.28972476720809937,
"rewards/accuracy_reward_step": 0.55078125,
"rewards/final_brier_reward_step": 0.6771265268325806,
"rewards/format_reward_step": 0.98828125,
"step": 142
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.4575159946779195e-08,
"aux_brier/mean_r": 0.8168259747326374,
"aux_brier/n_active_tok": 265.375,
"aux_brier/n_step_records": 66.34375,
"aux_brier/std_r": 0.21685197483748198,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.4673101673101673,
"calib/avg_num_step_conf": 9.0625,
"calib/ece": 0.3025179282868525,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.10756972111553785,
"calib/gap": -0.03427464607464603,
"calib/mean_conf": 0.5172430278884462,
"calib/mu_c": 0.5020857142857144,
"calib/mu_w": 0.5363603603603604,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.13099601593625498,
"calib/std_conf": 0.27406677346210995,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2853.0,
"completions/max_terminated_length": 2853.0,
"completions/mean_length": 560.0703125,
"completions/mean_terminated_length": 564.4802856445312,
"completions/min_length": 0.0,
"completions/min_terminated_length": 149.0,
"epoch": 0.15253333333333333,
"grad_norm": 0.01297173835337162,
"learning_rate": 1.5833333333333333e-06,
"loss": 0.0296,
"num_tokens": 31069288.0,
"reward": 1.1988067626953125,
"reward_std": 0.2663654386997223,
"rewards/accuracy_reward_step": 0.546875,
"rewards/final_brier_reward_step": 0.64678955078125,
"rewards/format_reward_step": 0.98046875,
"step": 143
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.866390711233404e-08,
"aux_brier/mean_r": 0.7747939079999924,
"aux_brier/n_active_tok": 244.0,
"aux_brier/n_step_records": 61.0,
"aux_brier/std_r": 0.2413838733918965,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5451625853071056,
"calib/avg_num_step_conf": 8.40625,
"calib/ece": 0.21263833992094855,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.17391304347826086,
"calib/gap": 0.03268165395423539,
"calib/mean_conf": 0.6060177865612649,
"calib/mu_c": 0.6181603773584906,
"calib/mu_w": 0.5854787234042552,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.984375,
"calib/pce": 0.09509881422924898,
"calib/std_conf": 0.27574233024254874,
"calib/step_conf_rate": 0.984375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3016.0,
"completions/max_terminated_length": 3016.0,
"completions/mean_length": 549.296875,
"completions/mean_terminated_length": 549.296875,
"completions/min_length": 107.0,
"completions/min_terminated_length": 107.0,
"epoch": 0.1536,
"grad_norm": 0.00900542177259922,
"learning_rate": 1.5555555555555558e-06,
"loss": 0.055,
"num_tokens": 31314036.0,
"reward": 1.2786402702331543,
"reward_std": 0.32019805908203125,
"rewards/accuracy_reward_step": 0.62109375,
"rewards/final_brier_reward_step": 0.6848737001419067,
"rewards/format_reward_step": 0.97265625,
"step": 144
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.618328382222092e-08,
"aux_brier/mean_r": 0.7574687898159027,
"aux_brier/n_active_tok": 241.25,
"aux_brier/n_step_records": 60.3125,
"aux_brier/std_r": 0.26402513263747096,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5313693219223173,
"calib/avg_num_step_conf": 8.81640625,
"calib/ece": 0.23980474308300398,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.1857707509881423,
"calib/gap": 0.038888545095457694,
"calib/mean_conf": 0.5704719367588934,
"calib/mu_c": 0.5855354838709678,
"calib/mu_w": 0.5466469387755101,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0988142292490119,
"calib/std_conf": 0.29673685332554395,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2858.0,
"completions/max_terminated_length": 2858.0,
"completions/mean_length": 518.0,
"completions/mean_terminated_length": 518.0,
"completions/min_length": 161.0,
"completions/min_terminated_length": 161.0,
"epoch": 0.15466666666666667,
"grad_norm": 0.008613722398877144,
"learning_rate": 1.527777777777778e-06,
"loss": 0.0406,
"num_tokens": 31549348.0,
"reward": 1.2704129219055176,
"reward_std": 0.35175979137420654,
"rewards/accuracy_reward_step": 0.60546875,
"rewards/final_brier_reward_step": 0.683214008808136,
"rewards/format_reward_step": 0.98828125,
"step": 145
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.071300659964528e-08,
"aux_brier/mean_r": 0.7805202156305313,
"aux_brier/n_active_tok": 262.5,
"aux_brier/n_step_records": 65.625,
"aux_brier/std_r": 0.2427838179282844,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5422179610099073,
"calib/avg_num_step_conf": 9.0390625,
"calib/ece": 0.2649086614173229,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.1889763779527559,
"calib/gap": 0.046231613934164195,
"calib/mean_conf": 0.5848551181102363,
"calib/mu_c": 0.611975238095238,
"calib/mu_w": 0.5657436241610738,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.21818897637795281,
"calib/std_conf": 0.2956251361694777,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 1493.0,
"completions/max_terminated_length": 1493.0,
"completions/mean_length": 556.44140625,
"completions/mean_terminated_length": 560.8228149414062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 183.0,
"epoch": 0.15573333333333333,
"grad_norm": 0.014284295029938221,
"learning_rate": 1.5e-06,
"loss": 0.0208,
"num_tokens": 31799013.0,
"reward": 1.0678682327270508,
"reward_std": 0.32628577947616577,
"rewards/accuracy_reward_step": 0.41015625,
"rewards/final_brier_reward_step": 0.6542854309082031,
"rewards/format_reward_step": 0.98828125,
"step": 146
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.1309542691240182e-08,
"aux_brier/mean_r": 0.7675090562552214,
"aux_brier/n_active_tok": 249.25,
"aux_brier/n_step_records": 62.3125,
"aux_brier/std_r": 0.24736192263662815,
"calib/answer_extract_rate": 1.0,
"calib/auroc": 0.5817692692692693,
"calib/avg_num_step_conf": 8.62890625,
"calib/ece": 0.24453554687500006,
"calib/final_conf_rate": 1.0,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.16015625,
"calib/gap": 0.0719113363363364,
"calib/mean_conf": 0.605620703125,
"calib/mu_c": 0.6471944444444444,
"calib/mu_w": 0.575283108108108,
"calib/nonempty_final_conf_rate": 1.0,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.21414062500000003,
"calib/std_conf": 0.2684571535316541,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1559.0,
"completions/max_terminated_length": 1559.0,
"completions/mean_length": 556.23046875,
"completions/mean_terminated_length": 558.4118041992188,
"completions/min_length": 0.0,
"completions/min_terminated_length": 162.0,
"epoch": 0.1568,
"grad_norm": 0.008952882140874863,
"learning_rate": 1.4722222222222225e-06,
"loss": -0.0083,
"num_tokens": 32045088.0,
"reward": 1.090343713760376,
"reward_std": 0.21987280249595642,
"rewards/accuracy_reward_step": 0.421875,
"rewards/final_brier_reward_step": 0.6816875338554382,
"rewards/format_reward_step": 0.99609375,
"step": 147
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.9160161943143628e-08,
"aux_brier/mean_r": 0.7767994459718466,
"aux_brier/n_active_tok": 246.0,
"aux_brier/n_step_records": 61.5,
"aux_brier/std_r": 0.24752691807225347,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.54140625,
"calib/avg_num_step_conf": 8.57421875,
"calib/ece": 0.2607681451612904,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.1774193548387097,
"calib/gap": 0.04936960227272724,
"calib/mean_conf": 0.5838286290322581,
"calib/mu_c": 0.601346875,
"calib/mu_w": 0.5519772727272727,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.0997177419354839,
"calib/std_conf": 0.2887517488198254,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0234375,
"completions/max_length": 1588.0,
"completions/max_terminated_length": 1588.0,
"completions/mean_length": 521.1015625,
"completions/mean_terminated_length": 533.6080322265625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 133.0,
"epoch": 0.15786666666666666,
"grad_norm": 0.03386766463518143,
"learning_rate": 1.4444444444444445e-06,
"loss": -0.0387,
"num_tokens": 32283602.0,
"reward": 1.284395694732666,
"reward_std": 0.31442344188690186,
"rewards/accuracy_reward_step": 0.62890625,
"rewards/final_brier_reward_step": 0.6844574809074402,
"rewards/format_reward_step": 0.96875,
"step": 148
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.8948215741175787e-08,
"aux_brier/mean_r": 0.7503697946667671,
"aux_brier/n_active_tok": 234.25,
"aux_brier/n_step_records": 58.5625,
"aux_brier/std_r": 0.2567706173285842,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.43728748315904276,
"calib/avg_num_step_conf": 8.390625,
"calib/ece": 0.2857857142857143,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.21428571428571427,
"calib/gap": -0.05535625842047842,
"calib/mean_conf": 0.617468253968254,
"calib/mu_c": 0.5935244755244756,
"calib/mu_w": 0.648880733944954,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.1678968253968254,
"calib/std_conf": 0.28117495997896685,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2464.0,
"completions/max_terminated_length": 2464.0,
"completions/mean_length": 587.9921875,
"completions/mean_terminated_length": 590.298095703125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 124.0,
"epoch": 0.15893333333333334,
"grad_norm": 0.007785080000758171,
"learning_rate": 1.4166666666666667e-06,
"loss": -0.0099,
"num_tokens": 32538584.0,
"reward": 1.20124089717865,
"reward_std": 0.32469823956489563,
"rewards/accuracy_reward_step": 0.55859375,
"rewards/final_brier_reward_step": 0.6252763271331787,
"rewards/format_reward_step": 0.97265625,
"step": 149
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.118356088435917e-08,
"aux_brier/mean_r": 0.7470440305769444,
"aux_brier/n_active_tok": 248.625,
"aux_brier/n_step_records": 62.15625,
"aux_brier/std_r": 0.25454069022089243,
"calib/answer_extract_rate": 0.953125,
"calib/auroc": 0.5112681031437655,
"calib/avg_num_step_conf": 8.93359375,
"calib/ece": 0.22534016393442627,
"calib/final_conf_rate": 0.953125,
"calib/format_rate": 0.94921875,
"calib/frac_conf_gt_0.9": 0.21721311475409835,
"calib/gap": 0.01281419992935351,
"calib/mean_conf": 0.6584303278688525,
"calib/mu_c": 0.6634194630872484,
"calib/mu_w": 0.6506052631578949,
"calib/nonempty_final_conf_rate": 0.953125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.1365573770491804,
"calib/std_conf": 0.2641019333730215,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2855.0,
"completions/max_terminated_length": 2855.0,
"completions/mean_length": 543.6640625,
"completions/mean_terminated_length": 550.1107177734375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 162.0,
"epoch": 0.16,
"grad_norm": 0.0191176887601614,
"learning_rate": 1.3888888888888892e-06,
"loss": 0.0568,
"num_tokens": 32782722.0,
"reward": 1.2219321727752686,
"reward_std": 0.31413596868515015,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.6611664295196533,
"rewards/format_reward_step": 0.94921875,
"step": 150
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.269292778163013e-08,
"aux_brier/mean_r": 0.7436981536448002,
"aux_brier/n_active_tok": 249.875,
"aux_brier/n_step_records": 62.46875,
"aux_brier/std_r": 0.26360502000898123,
"calib/answer_extract_rate": 0.95703125,
"calib/auroc": 0.45231271660890426,
"calib/avg_num_step_conf": 8.765625,
"calib/ece": 0.27006653061224495,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.94921875,
"calib/frac_conf_gt_0.9": 0.20816326530612245,
"calib/gap": -0.041253585710477436,
"calib/mean_conf": 0.6210355102040817,
"calib/mu_c": 0.6006612903225804,
"calib/mu_w": 0.6419148760330579,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 0.98828125,
"calib/nonempty_step_conf_rate": 0.98046875,
"calib/pce": 0.1924897959183674,
"calib/std_conf": 0.2798648440642501,
"calib/step_conf_rate": 0.98046875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 2691.0,
"completions/max_terminated_length": 2691.0,
"completions/mean_length": 608.20703125,
"completions/mean_terminated_length": 617.8611450195312,
"completions/min_length": 0.0,
"completions/min_terminated_length": 147.0,
"epoch": 0.16106666666666666,
"grad_norm": 0.008505653589963913,
"learning_rate": 1.3611111111111112e-06,
"loss": 0.0322,
"num_tokens": 33045447.0,
"reward": 1.1102604866027832,
"reward_std": 0.3097105622291565,
"rewards/accuracy_reward_step": 0.484375,
"rewards/final_brier_reward_step": 0.6051042675971985,
"rewards/format_reward_step": 0.94921875,
"step": 151
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.9712193960463864e-09,
"aux_brier/mean_r": 0.752042293548584,
"aux_brier/n_active_tok": 248.625,
"aux_brier/n_step_records": 62.15625,
"aux_brier/std_r": 0.2555644544772804,
"calib/answer_extract_rate": 0.95703125,
"calib/auroc": 0.469896331738437,
"calib/avg_num_step_conf": 8.8046875,
"calib/ece": 0.24601138211382115,
"calib/final_conf_rate": 0.9609375,
"calib/format_rate": 0.9375,
"calib/frac_conf_gt_0.9": 0.1951219512195122,
"calib/gap": -0.027342862838915405,
"calib/mean_conf": 0.6147203252032519,
"calib/mu_c": 0.6020492424242424,
"calib/mu_w": 0.6293921052631578,
"calib/nonempty_final_conf_rate": 0.9609375,
"calib/nonempty_reasoning_rate": 0.9921875,
"calib/nonempty_step_conf_rate": 0.98046875,
"calib/pce": 0.16207317073170732,
"calib/std_conf": 0.2850369110199531,
"calib/step_conf_rate": 0.98046875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2640.0,
"completions/max_terminated_length": 2640.0,
"completions/mean_length": 563.578125,
"completions/mean_terminated_length": 568.0157470703125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 168.0,
"epoch": 0.16213333333333332,
"grad_norm": 0.007569004315882921,
"learning_rate": 1.3333333333333334e-06,
"loss": 0.0162,
"num_tokens": 33295115.0,
"reward": 1.1358160972595215,
"reward_std": 0.38195180892944336,
"rewards/accuracy_reward_step": 0.515625,
"rewards/final_brier_reward_step": 0.6057645678520203,
"rewards/format_reward_step": 0.9375,
"step": 152
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 6.90705231898292e-09,
"aux_brier/mean_r": 0.7538456488400698,
"aux_brier/n_active_tok": 250.375,
"aux_brier/n_step_records": 62.59375,
"aux_brier/std_r": 0.2572556813247502,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.4305141074335323,
"calib/avg_num_step_conf": 8.96875,
"calib/ece": 0.30703694779116464,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.9375,
"calib/frac_conf_gt_0.9": 0.24899598393574296,
"calib/gap": -0.03869542864894193,
"calib/mean_conf": 0.6355333333333333,
"calib/mu_c": 0.6204592105263158,
"calib/mu_w": 0.6591546391752577,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.96484375,
"calib/pce": 0.1660642570281125,
"calib/std_conf": 0.2905727726372962,
"calib/step_conf_rate": 0.96484375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2889.0,
"completions/max_terminated_length": 2889.0,
"completions/mean_length": 584.6875,
"completions/mean_terminated_length": 591.62060546875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 152.0,
"epoch": 0.1632,
"grad_norm": 0.021739106625318527,
"learning_rate": 1.3055555555555556e-06,
"loss": -0.0208,
"num_tokens": 33552115.0,
"reward": 1.2180697917938232,
"reward_std": 0.33338308334350586,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.6222794651985168,
"rewards/format_reward_step": 0.9375,
"step": 153
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.266220491293659e-08,
"aux_brier/mean_r": 0.7622414398938417,
"aux_brier/n_active_tok": 248.75,
"aux_brier/n_step_records": 62.1875,
"aux_brier/std_r": 0.24693296663463116,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.5147849462365591,
"calib/avg_num_step_conf": 8.66015625,
"calib/ece": 0.26656837944664036,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.22924901185770752,
"calib/gap": 0.0070175168792198095,
"calib/mean_conf": 0.638886166007905,
"calib/mu_c": 0.6423255813953489,
"calib/mu_w": 0.6353080645161291,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.1977865612648222,
"calib/std_conf": 0.28921660073487565,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2064.0,
"completions/max_terminated_length": 2064.0,
"completions/mean_length": 550.92578125,
"completions/mean_terminated_length": 555.2637939453125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 184.0,
"epoch": 0.16426666666666667,
"grad_norm": 0.011531784199178219,
"learning_rate": 1.2777777777777779e-06,
"loss": 0.0075,
"num_tokens": 33797592.0,
"reward": 1.1540908813476562,
"reward_std": 0.28227803111076355,
"rewards/accuracy_reward_step": 0.50390625,
"rewards/final_brier_reward_step": 0.6398011445999146,
"rewards/format_reward_step": 0.98046875,
"step": 154
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 6.440477923197463e-08,
"aux_brier/mean_r": 0.767568077892065,
"aux_brier/n_active_tok": 236.875,
"aux_brier/n_step_records": 59.21875,
"aux_brier/std_r": 0.24058766895905137,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5217307692307692,
"calib/avg_num_step_conf": 8.36328125,
"calib/ece": 0.30078000000000005,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.144,
"calib/gap": -0.013522435897435847,
"calib/mean_conf": 0.61154,
"calib/mu_c": 0.6045083333333333,
"calib/mu_w": 0.6180307692307692,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.21616000000000002,
"calib/std_conf": 0.2704487494517215,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 3045.0,
"completions/max_terminated_length": 3045.0,
"completions/mean_length": 544.28125,
"completions/mean_terminated_length": 544.28125,
"completions/min_length": 163.0,
"completions/min_terminated_length": 163.0,
"epoch": 0.16533333333333333,
"grad_norm": 0.007326643448323011,
"learning_rate": 1.25e-06,
"loss": 0.0455,
"num_tokens": 34044144.0,
"reward": 1.1116831302642822,
"reward_std": 0.2930290699005127,
"rewards/accuracy_reward_step": 0.46875,
"rewards/final_brier_reward_step": 0.634232759475708,
"rewards/format_reward_step": 0.96875,
"step": 155
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.2576459784984237e-08,
"aux_brier/mean_r": 0.7396857850253582,
"aux_brier/n_active_tok": 250.125,
"aux_brier/n_step_records": 62.53125,
"aux_brier/std_r": 0.2695887787267566,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.5621212121212121,
"calib/avg_num_step_conf": 8.96875,
"calib/ece": 0.21989919028340088,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.9453125,
"calib/frac_conf_gt_0.9": 0.20647773279352227,
"calib/gap": 0.06673455204216083,
"calib/mean_conf": 0.6073072874493928,
"calib/mu_c": 0.6383780303030304,
"calib/mu_w": 0.5716434782608696,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 0.9921875,
"calib/nonempty_step_conf_rate": 0.96875,
"calib/pce": 0.1463967611336033,
"calib/std_conf": 0.3051993569410943,
"calib/step_conf_rate": 0.96875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 3017.0,
"completions/max_terminated_length": 3017.0,
"completions/mean_length": 599.1875,
"completions/mean_terminated_length": 606.2925415039062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 159.0,
"epoch": 0.1664,
"grad_norm": 0.015079155564308167,
"learning_rate": 1.2222222222222223e-06,
"loss": -0.0253,
"num_tokens": 34302296.0,
"reward": 1.1544930934906006,
"reward_std": 0.28155696392059326,
"rewards/accuracy_reward_step": 0.51953125,
"rewards/final_brier_reward_step": 0.6492223143577576,
"rewards/format_reward_step": 0.9453125,
"step": 156
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.6199376418345466e-09,
"aux_brier/mean_r": 0.7355370167642832,
"aux_brier/n_active_tok": 254.625,
"aux_brier/n_step_records": 63.65625,
"aux_brier/std_r": 0.2728663869202137,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.45014431907635793,
"calib/avg_num_step_conf": 9.37109375,
"calib/ece": 0.3109868525896416,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.20717131474103587,
"calib/gap": -0.05829619522435048,
"calib/mean_conf": 0.5983358565737052,
"calib/mu_c": 0.5744135135135136,
"calib/mu_w": 0.632709708737864,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.15984063745019933,
"calib/std_conf": 0.3116605412580398,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2428.0,
"completions/max_terminated_length": 2428.0,
"completions/mean_length": 561.3984375,
"completions/mean_terminated_length": 568.0553588867188,
"completions/min_length": 0.0,
"completions/min_terminated_length": 118.0,
"epoch": 0.16746666666666668,
"grad_norm": 0.021188387647271156,
"learning_rate": 1.1944444444444446e-06,
"loss": 0.0076,
"num_tokens": 34549742.0,
"reward": 1.2244011163711548,
"reward_std": 0.3301091194152832,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.6163544654846191,
"rewards/format_reward_step": 0.9765625,
"step": 157
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -4.3244782560458717e-08,
"aux_brier/mean_r": 0.7338093649595976,
"aux_brier/n_active_tok": 251.875,
"aux_brier/n_step_records": 62.96875,
"aux_brier/std_r": 0.2696883250027895,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5417752867570386,
"calib/avg_num_step_conf": 8.92578125,
"calib/ece": 0.24843052208835345,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.3293172690763052,
"calib/gap": 0.05092793274244012,
"calib/mean_conf": 0.6890795180722892,
"calib/mu_c": 0.7119868613138687,
"calib/mu_w": 0.6610589285714286,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.19365461847389562,
"calib/std_conf": 0.27888158320688117,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 3041.0,
"completions/max_terminated_length": 3041.0,
"completions/mean_length": 583.1328125,
"completions/mean_terminated_length": 590.0474243164062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 103.0,
"epoch": 0.16853333333333334,
"grad_norm": 0.028858352452516556,
"learning_rate": 1.1666666666666668e-06,
"loss": -0.0096,
"num_tokens": 34804264.0,
"reward": 1.1819684505462646,
"reward_std": 0.34807294607162476,
"rewards/accuracy_reward_step": 0.53515625,
"rewards/final_brier_reward_step": 0.6575610637664795,
"rewards/format_reward_step": 0.96484375,
"step": 158
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.159553482734445e-08,
"aux_brier/mean_r": 0.7610024102032185,
"aux_brier/n_active_tok": 249.5,
"aux_brier/n_step_records": 62.375,
"aux_brier/std_r": 0.25927096977829933,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.4866640258797122,
"calib/avg_num_step_conf": 8.640625,
"calib/ece": 0.25255357142857143,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.1984126984126984,
"calib/gap": -0.018523172905525742,
"calib/mean_conf": 0.5994305555555556,
"calib/mu_c": 0.5921535947712419,
"calib/mu_w": 0.6106767676767676,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.12242063492063492,
"calib/std_conf": 0.28054569864226303,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2600.0,
"completions/max_terminated_length": 2600.0,
"completions/mean_length": 540.26171875,
"completions/mean_terminated_length": 542.3804321289062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 173.0,
"epoch": 0.1696,
"grad_norm": 0.06475929170846939,
"learning_rate": 1.138888888888889e-06,
"loss": 0.0244,
"num_tokens": 35047355.0,
"reward": 1.259587049484253,
"reward_std": 0.2941041588783264,
"rewards/accuracy_reward_step": 0.6015625,
"rewards/final_brier_reward_step": 0.6633485555648804,
"rewards/format_reward_step": 0.984375,
"step": 159
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.6387400486882484e-08,
"aux_brier/mean_r": 0.722304493188858,
"aux_brier/n_active_tok": 268.0,
"aux_brier/n_step_records": 67.0,
"aux_brier/std_r": 0.2759293089620769,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5726462103330711,
"calib/avg_num_step_conf": 9.55859375,
"calib/ece": 0.25283846153846157,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.9453125,
"calib/frac_conf_gt_0.9": 0.27125506072874495,
"calib/gap": 0.09221089037503294,
"calib/mean_conf": 0.6638417004048583,
"calib/mu_c": 0.7097604838709679,
"calib/mu_w": 0.617549593495935,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9765625,
"calib/pce": 0.20732793522267212,
"calib/std_conf": 0.3008842438216142,
"calib/step_conf_rate": 0.9765625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2821.0,
"completions/max_terminated_length": 2821.0,
"completions/mean_length": 603.7890625,
"completions/mean_terminated_length": 608.5433349609375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 125.0,
"epoch": 0.17066666666666666,
"grad_norm": 0.00955340638756752,
"learning_rate": 1.111111111111111e-06,
"loss": -0.0037,
"num_tokens": 35306765.0,
"reward": 1.1169214248657227,
"reward_std": 0.3309890627861023,
"rewards/accuracy_reward_step": 0.484375,
"rewards/final_brier_reward_step": 0.6395604610443115,
"rewards/format_reward_step": 0.9453125,
"step": 160
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 7.272013990977655e-09,
"aux_brier/mean_r": 0.7873156126588583,
"aux_brier/n_active_tok": 220.75,
"aux_brier/n_step_records": 55.1875,
"aux_brier/std_r": 0.23441861057654023,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5611812659846547,
"calib/avg_num_step_conf": 7.76171875,
"calib/ece": 0.20896626984126992,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.1746031746031746,
"calib/gap": 0.05024472506393851,
"calib/mean_conf": 0.6311130952380952,
"calib/mu_c": 0.6446711956521739,
"calib/mu_w": 0.5944264705882354,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.05496031746031751,
"calib/std_conf": 0.2503548673984631,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2495.0,
"completions/max_terminated_length": 2495.0,
"completions/mean_length": 528.6875,
"completions/mean_terminated_length": 530.7608032226562,
"completions/min_length": 0.0,
"completions/min_terminated_length": 140.0,
"epoch": 0.17173333333333332,
"grad_norm": 0.011234656907618046,
"learning_rate": 1.0833333333333335e-06,
"loss": 0.0436,
"num_tokens": 35546029.0,
"reward": 1.3931267261505127,
"reward_std": 0.2290090024471283,
"rewards/accuracy_reward_step": 0.71875,
"rewards/final_brier_reward_step": 0.7365691661834717,
"rewards/format_reward_step": 0.98046875,
"step": 161
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.134715598733905e-08,
"aux_brier/mean_r": 0.7546740137040615,
"aux_brier/n_active_tok": 242.375,
"aux_brier/n_step_records": 60.59375,
"aux_brier/std_r": 0.2563911615870893,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.4144365945907372,
"calib/avg_num_step_conf": 8.25390625,
"calib/ece": 0.25751968503937006,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.2125984251968504,
"calib/gap": -0.05339163633768651,
"calib/mean_conf": 0.6695669291338583,
"calib/mu_c": 0.6525404624277457,
"calib/mu_w": 0.7059320987654322,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.12299212598425198,
"calib/std_conf": 0.25726237688371983,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2533.0,
"completions/max_terminated_length": 2533.0,
"completions/mean_length": 545.04296875,
"completions/mean_terminated_length": 545.04296875,
"completions/min_length": 190.0,
"completions/min_terminated_length": 190.0,
"epoch": 0.1728,
"grad_norm": 0.007306816056370735,
"learning_rate": 1.0555555555555557e-06,
"loss": 0.013,
"num_tokens": 35789704.0,
"reward": 1.338191032409668,
"reward_std": 0.26437437534332275,
"rewards/accuracy_reward_step": 0.67578125,
"rewards/final_brier_reward_step": 0.6808887720108032,
"rewards/format_reward_step": 0.984375,
"step": 162
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.3258712988628574e-08,
"aux_brier/mean_r": 0.746513593941927,
"aux_brier/n_active_tok": 257.0,
"aux_brier/n_step_records": 64.25,
"aux_brier/std_r": 0.2549468372017145,
"calib/answer_extract_rate": 0.95703125,
"calib/auroc": 0.46562541275921276,
"calib/avg_num_step_conf": 9.47265625,
"calib/ece": 0.2614599190283401,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.9453125,
"calib/frac_conf_gt_0.9": 0.18218623481781376,
"calib/gap": -0.02300170387003042,
"calib/mean_conf": 0.6255036437246962,
"calib/mu_c": 0.6149805970149254,
"calib/mu_w": 0.6379823008849558,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.17222672064777333,
"calib/std_conf": 0.2808097425752618,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2628.0,
"completions/max_terminated_length": 2628.0,
"completions/mean_length": 648.37890625,
"completions/mean_terminated_length": 653.4842529296875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 156.0,
"epoch": 0.17386666666666667,
"grad_norm": 0.021517354995012283,
"learning_rate": 1.0277777777777777e-06,
"loss": 0.0269,
"num_tokens": 36060521.0,
"reward": 1.150056004524231,
"reward_std": 0.3330397605895996,
"rewards/accuracy_reward_step": 0.5234375,
"rewards/final_brier_reward_step": 0.6158487796783447,
"rewards/format_reward_step": 0.9453125,
"step": 163
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.9652870997255434e-08,
"aux_brier/mean_r": 0.7571022156625986,
"aux_brier/n_active_tok": 255.25,
"aux_brier/n_step_records": 63.8125,
"aux_brier/std_r": 0.25739692244678736,
"calib/answer_extract_rate": 0.95703125,
"calib/auroc": 0.5156793213739396,
"calib/avg_num_step_conf": 8.92578125,
"calib/ece": 0.22299176954732508,
"calib/final_conf_rate": 0.94921875,
"calib/format_rate": 0.94140625,
"calib/frac_conf_gt_0.9": 0.23868312757201646,
"calib/gap": 0.02158260325406758,
"calib/mean_conf": 0.6448271604938274,
"calib/mu_c": 0.653886524822695,
"calib/mu_w": 0.6323039215686275,
"calib/nonempty_final_conf_rate": 0.94921875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.14378600823045268,
"calib/std_conf": 0.27255823359905457,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2718.0,
"completions/max_terminated_length": 2718.0,
"completions/mean_length": 637.48046875,
"completions/mean_terminated_length": 642.5,
"completions/min_length": 0.0,
"completions/min_terminated_length": 148.0,
"epoch": 0.17493333333333333,
"grad_norm": 0.00691978307440877,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.026,
"num_tokens": 36329852.0,
"reward": 1.1841471195220947,
"reward_std": 0.3380683660507202,
"rewards/accuracy_reward_step": 0.55078125,
"rewards/final_brier_reward_step": 0.6506508588790894,
"rewards/format_reward_step": 0.94140625,
"step": 164
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.055046999238641e-08,
"aux_brier/mean_r": 0.75985062494874,
"aux_brier/n_active_tok": 249.125,
"aux_brier/n_step_records": 62.28125,
"aux_brier/std_r": 0.2503046104684472,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5939559405008473,
"calib/avg_num_step_conf": 8.57421875,
"calib/ece": 0.263720472440945,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.23228346456692914,
"calib/gap": 0.08857660202096262,
"calib/mean_conf": 0.6696259842519685,
"calib/mu_c": 0.7187964601769912,
"calib/mu_w": 0.6302198581560285,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.24423228346456705,
"calib/std_conf": 0.2577866875033552,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1656.0,
"completions/max_terminated_length": 1656.0,
"completions/mean_length": 587.26953125,
"completions/mean_terminated_length": 589.5725708007812,
"completions/min_length": 0.0,
"completions/min_terminated_length": 181.0,
"epoch": 0.176,
"grad_norm": 0.00832296907901764,
"learning_rate": 9.722222222222224e-07,
"loss": -0.0329,
"num_tokens": 36585769.0,
"reward": 1.1033964157104492,
"reward_std": 0.25608399510383606,
"rewards/accuracy_reward_step": 0.44140625,
"rewards/final_brier_reward_step": 0.6713979244232178,
"rewards/format_reward_step": 0.98828125,
"step": 165
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.1471011392437678e-08,
"aux_brier/mean_r": 0.7423290703445673,
"aux_brier/n_active_tok": 273.25,
"aux_brier/n_step_records": 68.3125,
"aux_brier/std_r": 0.27032877411693335,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.47744701617401003,
"calib/avg_num_step_conf": 9.61328125,
"calib/ece": 0.2805422310756972,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.94921875,
"calib/frac_conf_gt_0.9": 0.2788844621513944,
"calib/gap": -0.039877091466815395,
"calib/mean_conf": 0.6530832669322709,
"calib/mu_c": 0.6391024539877301,
"calib/mu_w": 0.6789795454545455,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.97265625,
"calib/pce": 0.14211155378486062,
"calib/std_conf": 0.30049801803591053,
"calib/step_conf_rate": 0.97265625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2493.0,
"completions/max_terminated_length": 2493.0,
"completions/mean_length": 644.96875,
"completions/mean_terminated_length": 650.0472412109375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 165.0,
"epoch": 0.17706666666666668,
"grad_norm": 0.02036803960800171,
"learning_rate": 9.444444444444445e-07,
"loss": 0.0096,
"num_tokens": 36857065.0,
"reward": 1.2705461978912354,
"reward_std": 0.27468210458755493,
"rewards/accuracy_reward_step": 0.63671875,
"rewards/final_brier_reward_step": 0.6368721723556519,
"rewards/format_reward_step": 0.94921875,
"step": 166
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.708864284608261e-08,
"aux_brier/mean_r": 0.7509384918957949,
"aux_brier/n_active_tok": 249.625,
"aux_brier/n_step_records": 62.40625,
"aux_brier/std_r": 0.25937409279868007,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5693521594684385,
"calib/avg_num_step_conf": 8.79296875,
"calib/ece": 0.18868897637795282,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.2559055118110236,
"calib/gap": 0.043108181063122974,
"calib/mean_conf": 0.6406811023622048,
"calib/mu_c": 0.6552767857142857,
"calib/mu_w": 0.6121686046511627,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98046875,
"calib/pce": 0.08397637795275599,
"calib/std_conf": 0.28739722345967106,
"calib/step_conf_rate": 0.98046875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1779.0,
"completions/max_terminated_length": 1779.0,
"completions/mean_length": 537.484375,
"completions/mean_terminated_length": 539.5921630859375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 197.0,
"epoch": 0.17813333333333334,
"grad_norm": 0.009047247469425201,
"learning_rate": 9.166666666666666e-07,
"loss": -0.0137,
"num_tokens": 37100269.0,
"reward": 1.3186213970184326,
"reward_std": 0.2996622920036316,
"rewards/accuracy_reward_step": 0.65625,
"rewards/final_brier_reward_step": 0.6963607668876648,
"rewards/format_reward_step": 0.9765625,
"step": 167
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.60023536782683e-08,
"aux_brier/mean_r": 0.7647078614681959,
"aux_brier/n_active_tok": 249.0,
"aux_brier/n_step_records": 62.25,
"aux_brier/std_r": 0.2474137358367443,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.4929739313152538,
"calib/avg_num_step_conf": 8.515625,
"calib/ece": 0.24151181102362218,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.22440944881889763,
"calib/gap": -0.0011848447041827859,
"calib/mean_conf": 0.6768346456692913,
"calib/mu_c": 0.6763821656050956,
"calib/mu_w": 0.6775670103092784,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.1501181102362206,
"calib/std_conf": 0.26428847469156824,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2706.0,
"completions/max_terminated_length": 2706.0,
"completions/mean_length": 627.359375,
"completions/mean_terminated_length": 629.8196411132812,
"completions/min_length": 0.0,
"completions/min_terminated_length": 129.0,
"epoch": 0.1792,
"grad_norm": 0.0073885307647287846,
"learning_rate": 8.88888888888889e-07,
"loss": 0.0038,
"num_tokens": 37365545.0,
"reward": 1.2751530408859253,
"reward_std": 0.34935617446899414,
"rewards/accuracy_reward_step": 0.61328125,
"rewards/final_brier_reward_step": 0.6787370443344116,
"rewards/format_reward_step": 0.984375,
"step": 168
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 6.745325131785052e-10,
"aux_brier/mean_r": 0.7467086259275675,
"aux_brier/n_active_tok": 252.875,
"aux_brier/n_step_records": 63.21875,
"aux_brier/std_r": 0.2576060048304498,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.6119211822660098,
"calib/avg_num_step_conf": 8.76953125,
"calib/ece": 0.23184200000000005,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.264,
"calib/gap": 0.07556798029556655,
"calib/mean_conf": 0.680558,
"calib/mu_c": 0.7122965517241381,
"calib/mu_w": 0.6367285714285715,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.16620000000000004,
"calib/std_conf": 0.27035127452261065,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 1654.0,
"completions/max_terminated_length": 1654.0,
"completions/mean_length": 590.42578125,
"completions/mean_terminated_length": 595.0748291015625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 134.0,
"epoch": 0.18026666666666666,
"grad_norm": 0.012090523727238178,
"learning_rate": 8.611111111111112e-07,
"loss": 0.0049,
"num_tokens": 37620878.0,
"reward": 1.2254528999328613,
"reward_std": 0.3342924416065216,
"rewards/accuracy_reward_step": 0.56640625,
"rewards/final_brier_reward_step": 0.6908740401268005,
"rewards/format_reward_step": 0.97265625,
"step": 169
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.9953606140462625e-08,
"aux_brier/mean_r": 0.7363214287906885,
"aux_brier/n_active_tok": 271.25,
"aux_brier/n_step_records": 67.8125,
"aux_brier/std_r": 0.2685506329871714,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.49300180598555216,
"calib/avg_num_step_conf": 9.3203125,
"calib/ece": 0.25611023622047246,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.2440944881889764,
"calib/gap": -0.008303083075335449,
"calib/mean_conf": 0.6712125984251969,
"calib/mu_c": 0.6678782894736842,
"calib/mu_w": 0.6761813725490197,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.16444881889763782,
"calib/std_conf": 0.28287358824728376,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1843.0,
"completions/max_terminated_length": 1843.0,
"completions/mean_length": 593.45703125,
"completions/mean_terminated_length": 595.7843627929688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 157.0,
"epoch": 0.18133333333333335,
"grad_norm": 0.010588682256639004,
"learning_rate": 8.333333333333333e-07,
"loss": 0.0097,
"num_tokens": 37876955.0,
"reward": 1.2502719163894653,
"reward_std": 0.2966703474521637,
"rewards/accuracy_reward_step": 0.59375,
"rewards/final_brier_reward_step": 0.6573377847671509,
"rewards/format_reward_step": 0.984375,
"step": 170
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 6.119484327604674e-08,
"aux_brier/mean_r": 0.7529121600091457,
"aux_brier/n_active_tok": 252.0,
"aux_brier/n_step_records": 63.0,
"aux_brier/std_r": 0.2586530111730099,
"calib/answer_extract_rate": 0.9921875,
"calib/auroc": 0.5358080239970002,
"calib/avg_num_step_conf": 8.66015625,
"calib/ece": 0.2667332015810277,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.22134387351778656,
"calib/gap": 0.03840213723284602,
"calib/mean_conf": 0.6467055335968378,
"calib/mu_c": 0.6658307086614175,
"calib/mu_w": 0.6274285714285714,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.20573122529644272,
"calib/std_conf": 0.2741543506012061,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1863.0,
"completions/max_terminated_length": 1863.0,
"completions/mean_length": 550.546875,
"completions/mean_terminated_length": 552.7059326171875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 219.0,
"epoch": 0.1824,
"grad_norm": 0.021256277337670326,
"learning_rate": 8.055555555555557e-07,
"loss": 0.0022,
"num_tokens": 38124791.0,
"reward": 1.154085636138916,
"reward_std": 0.38547608256340027,
"rewards/accuracy_reward_step": 0.49609375,
"rewards/final_brier_reward_step": 0.6632174253463745,
"rewards/format_reward_step": 0.984375,
"step": 171
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -9.511857551602887e-09,
"aux_brier/mean_r": 0.7468444555997849,
"aux_brier/n_active_tok": 249.875,
"aux_brier/n_step_records": 62.46875,
"aux_brier/std_r": 0.2594641740433872,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.45944412932501416,
"calib/avg_num_step_conf": 8.4921875,
"calib/ece": 0.24733799999999995,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.292,
"calib/gap": -0.017267583664208885,
"calib/mean_conf": 0.711062,
"calib/mu_c": 0.7051219512195122,
"calib/mu_w": 0.722389534883721,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.1512,
"calib/std_conf": 0.2424412117524576,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 3071.0,
"completions/max_terminated_length": 3071.0,
"completions/mean_length": 556.98828125,
"completions/mean_terminated_length": 561.3740234375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 169.0,
"epoch": 0.18346666666666667,
"grad_norm": 0.010089898481965065,
"learning_rate": 7.777777777777779e-07,
"loss": 0.0327,
"num_tokens": 38370732.0,
"reward": 1.3009603023529053,
"reward_std": 0.3123309016227722,
"rewards/accuracy_reward_step": 0.640625,
"rewards/final_brier_reward_step": 0.6882159113883972,
"rewards/format_reward_step": 0.9765625,
"step": 172
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 4.081013574297465e-08,
"aux_brier/mean_r": 0.756576718762517,
"aux_brier/n_active_tok": 256.875,
"aux_brier/n_step_records": 64.21875,
"aux_brier/std_r": 0.259043853264302,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.55408010280574,
"calib/avg_num_step_conf": 10.04296875,
"calib/ece": 0.1954838709677419,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.2540322580645161,
"calib/gap": 0.03836710216320427,
"calib/mean_conf": 0.6623387096774194,
"calib/mu_c": 0.6757981366459628,
"calib/mu_w": 0.6374310344827585,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.10431451612903221,
"calib/std_conf": 0.2612917048699,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2423.0,
"completions/max_terminated_length": 2423.0,
"completions/mean_length": 643.8125,
"completions/mean_terminated_length": 648.8818969726562,
"completions/min_length": 0.0,
"completions/min_terminated_length": 124.0,
"epoch": 0.18453333333333333,
"grad_norm": 0.02186598628759384,
"learning_rate": 7.5e-07,
"loss": 0.0006,
"num_tokens": 38638708.0,
"reward": 1.2822065353393555,
"reward_std": 0.3207966089248657,
"rewards/accuracy_reward_step": 0.62890625,
"rewards/final_brier_reward_step": 0.6913260221481323,
"rewards/format_reward_step": 0.9609375,
"step": 173
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 9.554803226397013e-09,
"aux_brier/mean_r": 0.7429994307458401,
"aux_brier/n_active_tok": 262.75,
"aux_brier/n_step_records": 65.6875,
"aux_brier/std_r": 0.26765774516388774,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.4566137566137566,
"calib/avg_num_step_conf": 9.296875,
"calib/ece": 0.29623495934959354,
"calib/final_conf_rate": 0.9609375,
"calib/format_rate": 0.953125,
"calib/frac_conf_gt_0.9": 0.2682926829268293,
"calib/gap": -0.03009849206349202,
"calib/mean_conf": 0.659618699186992,
"calib/mu_c": 0.6449365079365079,
"calib/mu_w": 0.6750349999999999,
"calib/nonempty_final_conf_rate": 0.9609375,
"calib/nonempty_reasoning_rate": 0.98828125,
"calib/nonempty_step_conf_rate": 0.9765625,
"calib/pce": 0.22182926829268296,
"calib/std_conf": 0.2844226556530165,
"calib/step_conf_rate": 0.9765625,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2679.0,
"completions/max_terminated_length": 2679.0,
"completions/mean_length": 662.79296875,
"completions/mean_terminated_length": 670.6522216796875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 192.0,
"epoch": 0.1856,
"grad_norm": 0.01314226072281599,
"learning_rate": 7.222222222222222e-07,
"loss": -0.008,
"num_tokens": 38912615.0,
"reward": 1.1187838315963745,
"reward_std": 0.3720570206642151,
"rewards/accuracy_reward_step": 0.4921875,
"rewards/final_brier_reward_step": 0.6001352071762085,
"rewards/format_reward_step": 0.953125,
"step": 174
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -3.37002427353017e-09,
"aux_brier/mean_r": 0.7477692756801844,
"aux_brier/n_active_tok": 245.125,
"aux_brier/n_step_records": 61.28125,
"aux_brier/std_r": 0.2681192150339484,
"calib/answer_extract_rate": 0.9609375,
"calib/auroc": 0.4695669934640523,
"calib/avg_num_step_conf": 9.27734375,
"calib/ece": 0.3137743902439025,
"calib/final_conf_rate": 0.9609375,
"calib/format_rate": 0.9453125,
"calib/frac_conf_gt_0.9": 0.24796747967479674,
"calib/gap": -0.01707169117647045,
"calib/mean_conf": 0.619640243902439,
"calib/mu_c": 0.6096470588235295,
"calib/mu_w": 0.62671875,
"calib/nonempty_final_conf_rate": 0.9609375,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98046875,
"calib/pce": 0.2593902439024391,
"calib/std_conf": 0.3013864467606289,
"calib/step_conf_rate": 0.98046875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 2904.0,
"completions/max_terminated_length": 2904.0,
"completions/mean_length": 585.98828125,
"completions/mean_terminated_length": 597.661376953125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 140.0,
"epoch": 0.18666666666666668,
"grad_norm": 0.01680920645594597,
"learning_rate": 6.944444444444446e-07,
"loss": -0.0409,
"num_tokens": 39168452.0,
"reward": 1.0177991390228271,
"reward_std": 0.3215849995613098,
"rewards/accuracy_reward_step": 0.3984375,
"rewards/final_brier_reward_step": 0.586821436882019,
"rewards/format_reward_step": 0.9453125,
"step": 175
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.2705953284241076e-08,
"aux_brier/mean_r": 0.7499426323920488,
"aux_brier/n_active_tok": 280.125,
"aux_brier/n_step_records": 70.03125,
"aux_brier/std_r": 0.25741465017199516,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.521867384891625,
"calib/avg_num_step_conf": 9.73046875,
"calib/ece": 0.22510756972111554,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.250996015936255,
"calib/gap": 0.030381685263562885,
"calib/mean_conf": 0.6487569721115537,
"calib/mu_c": 0.6624347826086956,
"calib/mu_w": 0.6320530973451327,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.16203187250996015,
"calib/std_conf": 0.2710706798003163,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2938.0,
"completions/max_terminated_length": 2938.0,
"completions/mean_length": 625.1796875,
"completions/mean_terminated_length": 627.6314086914062,
"completions/min_length": 0.0,
"completions/min_terminated_length": 120.0,
"epoch": 0.18773333333333334,
"grad_norm": 0.006208065431565046,
"learning_rate": 6.666666666666667e-07,
"loss": 0.0357,
"num_tokens": 39432562.0,
"reward": 1.1970179080963135,
"reward_std": 0.3304113745689392,
"rewards/accuracy_reward_step": 0.5390625,
"rewards/final_brier_reward_step": 0.670884370803833,
"rewards/format_reward_step": 0.98046875,
"step": 176
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -5.622284712791803e-08,
"aux_brier/mean_r": 0.7483648955821991,
"aux_brier/n_active_tok": 274.375,
"aux_brier/n_step_records": 68.59375,
"aux_brier/std_r": 0.2583274398930371,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.5642527165072548,
"calib/avg_num_step_conf": 9.859375,
"calib/ece": 0.21650240000000004,
"calib/final_conf_rate": 0.9765625,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.22,
"calib/gap": 0.0630541739865964,
"calib/mean_conf": 0.6342175999999999,
"calib/mu_c": 0.661709219858156,
"calib/mu_w": 0.5986550458715596,
"calib/nonempty_final_conf_rate": 0.9765625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.14336000000000004,
"calib/std_conf": 0.29128347445442215,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2775.0,
"completions/max_terminated_length": 2775.0,
"completions/mean_length": 614.16015625,
"completions/mean_terminated_length": 621.4426879882812,
"completions/min_length": 0.0,
"completions/min_terminated_length": 160.0,
"epoch": 0.1888,
"grad_norm": 0.01324143260717392,
"learning_rate": 6.388888888888889e-07,
"loss": 0.0377,
"num_tokens": 39693619.0,
"reward": 1.2016162872314453,
"reward_std": 0.29538553953170776,
"rewards/accuracy_reward_step": 0.55078125,
"rewards/final_brier_reward_step": 0.6736522912979126,
"rewards/format_reward_step": 0.96484375,
"step": 177
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.1087757462169279e-08,
"aux_brier/mean_r": 0.7463778499513865,
"aux_brier/n_active_tok": 276.5,
"aux_brier/n_step_records": 69.125,
"aux_brier/std_r": 0.2625624155625701,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.4606935617573915,
"calib/avg_num_step_conf": 9.9375,
"calib/ece": 0.2671092741935483,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.3024193548387097,
"calib/gap": -0.013360776457584933,
"calib/mean_conf": 0.6766810483870968,
"calib/mu_c": 0.6716168831168832,
"calib/mu_w": 0.6849776595744681,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.1614112903225806,
"calib/std_conf": 0.27401180205427267,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2722.0,
"completions/max_terminated_length": 2722.0,
"completions/mean_length": 592.03125,
"completions/mean_terminated_length": 594.3529663085938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 117.0,
"epoch": 0.18986666666666666,
"grad_norm": 0.009170177392661572,
"learning_rate": 6.111111111111112e-07,
"loss": 0.0357,
"num_tokens": 39951251.0,
"reward": 1.2478896379470825,
"reward_std": 0.36079686880111694,
"rewards/accuracy_reward_step": 0.6015625,
"rewards/final_brier_reward_step": 0.6556211709976196,
"rewards/format_reward_step": 0.96484375,
"step": 178
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.1923261267199337e-08,
"aux_brier/mean_r": 0.7234301157295704,
"aux_brier/n_active_tok": 274.25,
"aux_brier/n_step_records": 68.5625,
"aux_brier/std_r": 0.27818348025903106,
"calib/answer_extract_rate": 0.9609375,
"calib/auroc": 0.5527871621621621,
"calib/avg_num_step_conf": 9.890625,
"calib/ece": 0.2184467213114753,
"calib/final_conf_rate": 0.953125,
"calib/format_rate": 0.94921875,
"calib/frac_conf_gt_0.9": 0.319672131147541,
"calib/gap": 0.0622081925675676,
"calib/mean_conf": 0.7167172131147539,
"calib/mu_c": 0.7411925675675677,
"calib/mu_w": 0.6789843750000001,
"calib/nonempty_final_conf_rate": 0.953125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.1643032786885245,
"calib/std_conf": 0.2819123365930991,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2911.0,
"completions/max_terminated_length": 2911.0,
"completions/mean_length": 620.0,
"completions/mean_terminated_length": 627.351806640625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 196.0,
"epoch": 0.19093333333333334,
"grad_norm": 0.012826989404857159,
"learning_rate": 5.833333333333334e-07,
"loss": 0.0261,
"num_tokens": 40216235.0,
"reward": 1.2223281860351562,
"reward_std": 0.3606985807418823,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.6627501249313354,
"rewards/format_reward_step": 0.94921875,
"step": 179
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.5458275076651873e-09,
"aux_brier/mean_r": 0.7329331804066896,
"aux_brier/n_active_tok": 285.5,
"aux_brier/n_step_records": 71.375,
"aux_brier/std_r": 0.26681223371997476,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5590105770518142,
"calib/avg_num_step_conf": 10.59765625,
"calib/ece": 0.20687848605577697,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.29880478087649404,
"calib/gap": 0.06085369527379847,
"calib/mean_conf": 0.6708107569721116,
"calib/mu_c": 0.6943279220779222,
"calib/mu_w": 0.6334742268041237,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.1320717131474104,
"calib/std_conf": 0.28432595038016906,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2711.0,
"completions/max_terminated_length": 2711.0,
"completions/mean_length": 706.1171875,
"completions/mean_terminated_length": 711.6771850585938,
"completions/min_length": 0.0,
"completions/min_terminated_length": 156.0,
"epoch": 0.192,
"grad_norm": 0.014191859401762486,
"learning_rate": 5.555555555555555e-07,
"loss": 0.027,
"num_tokens": 40500857.0,
"reward": 1.2598047256469727,
"reward_std": 0.2820780575275421,
"rewards/accuracy_reward_step": 0.6015625,
"rewards/final_brier_reward_step": 0.6876566410064697,
"rewards/format_reward_step": 0.97265625,
"step": 180
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.855458071382433e-09,
"aux_brier/mean_r": 0.7478128615766764,
"aux_brier/n_active_tok": 263.0,
"aux_brier/n_step_records": 65.75,
"aux_brier/std_r": 0.2553107528947294,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.49666078629032256,
"calib/avg_num_step_conf": 9.1875,
"calib/ece": 0.2993988095238096,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.30158730158730157,
"calib/gap": -0.012836189516129193,
"calib/mean_conf": 0.6853630952380952,
"calib/mu_c": 0.6790468749999999,
"calib/mu_w": 0.6918830645161291,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.23841269841269846,
"calib/std_conf": 0.26112610244120327,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2842.0,
"completions/max_terminated_length": 2842.0,
"completions/mean_length": 565.328125,
"completions/mean_terminated_length": 567.5451049804688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 170.0,
"epoch": 0.19306666666666666,
"grad_norm": 0.00830915942788124,
"learning_rate": 5.277777777777779e-07,
"loss": 0.0338,
"num_tokens": 40751845.0,
"reward": 1.1506667137145996,
"reward_std": 0.318827748298645,
"rewards/accuracy_reward_step": 0.5,
"rewards/final_brier_reward_step": 0.6339172124862671,
"rewards/format_reward_step": 0.984375,
"step": 181
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.4662184927869433e-10,
"aux_brier/mean_r": 0.7318172082304955,
"aux_brier/n_active_tok": 262.625,
"aux_brier/n_step_records": 65.65625,
"aux_brier/std_r": 0.2725449204444885,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.5128259486962051,
"calib/avg_num_step_conf": 9.37890625,
"calib/ece": 0.21181693548387098,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.3024193548387097,
"calib/gap": 0.0121046851812594,
"calib/mean_conf": 0.6917314516129032,
"calib/mu_c": 0.6960754716981133,
"calib/mu_w": 0.683970786516854,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.13120967741935488,
"calib/std_conf": 0.2670023104185815,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2912.0,
"completions/max_terminated_length": 2912.0,
"completions/mean_length": 607.6171875,
"completions/mean_terminated_length": 612.4015502929688,
"completions/min_length": 0.0,
"completions/min_terminated_length": 216.0,
"epoch": 0.19413333333333332,
"grad_norm": 0.013810195028781891,
"learning_rate": 5.000000000000001e-07,
"loss": 0.0177,
"num_tokens": 41013555.0,
"reward": 1.2725276947021484,
"reward_std": 0.32726791501045227,
"rewards/accuracy_reward_step": 0.62109375,
"rewards/final_brier_reward_step": 0.6760484576225281,
"rewards/format_reward_step": 0.96484375,
"step": 182
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.4734916337365576e-08,
"aux_brier/mean_r": 0.7415572851896286,
"aux_brier/n_active_tok": 277.125,
"aux_brier/n_step_records": 69.28125,
"aux_brier/std_r": 0.25660434272140265,
"calib/answer_extract_rate": 0.97265625,
"calib/auroc": 0.5408628779979144,
"calib/avg_num_step_conf": 10.703125,
"calib/ece": 0.23896987951807241,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.285140562248996,
"calib/gap": 0.040723279457768435,
"calib/mean_conf": 0.6991024096385543,
"calib/mu_c": 0.717419708029197,
"calib/mu_w": 0.6766964285714285,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.19393574297188765,
"calib/std_conf": 0.26251750477916475,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2997.0,
"completions/max_terminated_length": 2997.0,
"completions/mean_length": 664.8125,
"completions/mean_terminated_length": 670.0472412109375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 175.0,
"epoch": 0.1952,
"grad_norm": 0.0092347152531147,
"learning_rate": 4.7222222222222226e-07,
"loss": 0.0285,
"num_tokens": 41290427.0,
"reward": 1.1872224807739258,
"reward_std": 0.3446572422981262,
"rewards/accuracy_reward_step": 0.53515625,
"rewards/final_brier_reward_step": 0.6629521250724792,
"rewards/format_reward_step": 0.97265625,
"step": 183
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.543451400356279e-09,
"aux_brier/mean_r": 0.7541378326714039,
"aux_brier/n_active_tok": 285.875,
"aux_brier/n_step_records": 71.46875,
"aux_brier/std_r": 0.2524599856697023,
"calib/answer_extract_rate": 0.9765625,
"calib/auroc": 0.514677961150869,
"calib/avg_num_step_conf": 10.50390625,
"calib/ece": 0.23684578313253019,
"calib/final_conf_rate": 0.97265625,
"calib/format_rate": 0.96875,
"calib/frac_conf_gt_0.9": 0.27710843373493976,
"calib/gap": 0.01565354899956184,
"calib/mean_conf": 0.6823510040160642,
"calib/mu_c": 0.6875059880239521,
"calib/mu_w": 0.6718524390243903,
"calib/nonempty_final_conf_rate": 0.97265625,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.12425702811244989,
"calib/std_conf": 0.27456539138350683,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2846.0,
"completions/max_terminated_length": 2846.0,
"completions/mean_length": 597.9296875,
"completions/mean_terminated_length": 605.019775390625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 193.0,
"epoch": 0.19626666666666667,
"grad_norm": 0.014518826268613338,
"learning_rate": 4.444444444444445e-07,
"loss": 0.02,
"num_tokens": 41548777.0,
"reward": 1.3124616146087646,
"reward_std": 0.3099721670150757,
"rewards/accuracy_reward_step": 0.65625,
"rewards/final_brier_reward_step": 0.6873465776443481,
"rewards/format_reward_step": 0.96875,
"step": 184
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.4955855519305228e-08,
"aux_brier/mean_r": 0.7305880356580019,
"aux_brier/n_active_tok": 275.0,
"aux_brier/n_step_records": 68.75,
"aux_brier/std_r": 0.2709053694270551,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.4418304866258459,
"calib/avg_num_step_conf": 9.484375,
"calib/ece": 0.30433134920634924,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.2857142857142857,
"calib/gap": -0.05702226877215588,
"calib/mean_conf": 0.6832876984126984,
"calib/mu_c": 0.6590758620689655,
"calib/mu_w": 0.7160981308411214,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.20611111111111113,
"calib/std_conf": 0.27206760066718333,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2037.0,
"completions/max_terminated_length": 2037.0,
"completions/mean_length": 589.58984375,
"completions/mean_terminated_length": 591.9019775390625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 175.0,
"epoch": 0.19733333333333333,
"grad_norm": 0.008655454963445663,
"learning_rate": 4.1666666666666667e-07,
"loss": 0.0092,
"num_tokens": 41806632.0,
"reward": 1.216625452041626,
"reward_std": 0.32438236474990845,
"rewards/accuracy_reward_step": 0.56640625,
"rewards/final_brier_reward_step": 0.6321268677711487,
"rewards/format_reward_step": 0.984375,
"step": 185
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -8.546461705005726e-09,
"aux_brier/mean_r": 0.7264175526797771,
"aux_brier/n_active_tok": 281.75,
"aux_brier/n_step_records": 70.4375,
"aux_brier/std_r": 0.2794937454164028,
"calib/answer_extract_rate": 1.0,
"calib/auroc": 0.5449413535721006,
"calib/avg_num_step_conf": 10.16015625,
"calib/ece": 0.27762929687499993,
"calib/final_conf_rate": 1.0,
"calib/format_rate": 1.0,
"calib/frac_conf_gt_0.9": 0.33203125,
"calib/gap": 0.03217100294800246,
"calib/mean_conf": 0.669948828125,
"calib/mu_c": 0.6833953020134229,
"calib/mu_w": 0.6512242990654205,
"calib/nonempty_final_conf_rate": 1.0,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.18277343749999997,
"calib/std_conf": 0.2965103697573269,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2057.0,
"completions/max_terminated_length": 2057.0,
"completions/mean_length": 611.33984375,
"completions/mean_terminated_length": 613.7373046875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 139.0,
"epoch": 0.1984,
"grad_norm": 0.009276865050196648,
"learning_rate": 3.8888888888888895e-07,
"loss": 0.0036,
"num_tokens": 42068175.0,
"reward": 1.2512147426605225,
"reward_std": 0.3001707196235657,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.6767337322235107,
"rewards/format_reward_step": 1.0,
"step": 186
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 9.162319625222182e-09,
"aux_brier/mean_r": 0.7304468788206577,
"aux_brier/n_active_tok": 281.75,
"aux_brier/n_step_records": 70.4375,
"aux_brier/std_r": 0.26488793548196554,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.5560472972972973,
"calib/avg_num_step_conf": 11.26171875,
"calib/ece": 0.20829233870967753,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.2862903225806452,
"calib/gap": 0.06778418918918916,
"calib/mean_conf": 0.6659818548387096,
"calib/mu_c": 0.6933141891891892,
"calib/mu_w": 0.62553,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.13875000000000012,
"calib/std_conf": 0.2852319349708316,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01171875,
"completions/max_length": 2952.0,
"completions/max_terminated_length": 2952.0,
"completions/mean_length": 649.92578125,
"completions/mean_terminated_length": 657.6324462890625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 157.0,
"epoch": 0.19946666666666665,
"grad_norm": 0.016152750700712204,
"learning_rate": 3.611111111111111e-07,
"loss": 0.0369,
"num_tokens": 42336100.0,
"reward": 1.230811595916748,
"reward_std": 0.3586818277835846,
"rewards/accuracy_reward_step": 0.578125,
"rewards/final_brier_reward_step": 0.6810586452484131,
"rewards/format_reward_step": 0.96484375,
"step": 187
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.4718443611404517e-09,
"aux_brier/mean_r": 0.7136568035930395,
"aux_brier/n_active_tok": 280.625,
"aux_brier/n_step_records": 70.15625,
"aux_brier/std_r": 0.2826611357741058,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5507750397456279,
"calib/avg_num_step_conf": 10.25390625,
"calib/ece": 0.28660040485829963,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.96484375,
"calib/frac_conf_gt_0.9": 0.30364372469635625,
"calib/gap": 0.03535854531001603,
"calib/mean_conf": 0.6602821862348178,
"calib/mu_c": 0.6761720588235295,
"calib/mu_w": 0.6408135135135135,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.19813765182186238,
"calib/std_conf": 0.30199523068880263,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2776.0,
"completions/max_terminated_length": 2776.0,
"completions/mean_length": 662.83984375,
"completions/mean_terminated_length": 665.4392700195312,
"completions/min_length": 0.0,
"completions/min_terminated_length": 179.0,
"epoch": 0.20053333333333334,
"grad_norm": 0.0070601268671453,
"learning_rate": 3.3333333333333335e-07,
"loss": 0.0368,
"num_tokens": 42609859.0,
"reward": 1.1745184659957886,
"reward_std": 0.3221679925918579,
"rewards/accuracy_reward_step": 0.53125,
"rewards/final_brier_reward_step": 0.6433863639831543,
"rewards/format_reward_step": 0.96484375,
"step": 188
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.1143694855775266e-09,
"aux_brier/mean_r": 0.7563605438917875,
"aux_brier/n_active_tok": 274.5,
"aux_brier/n_step_records": 68.625,
"aux_brier/std_r": 0.24481907626613975,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.47058221281823764,
"calib/avg_num_step_conf": 9.2578125,
"calib/ece": 0.2560813492063492,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.2619047619047619,
"calib/gap": -0.009304586717630126,
"calib/mean_conf": 0.6940773809523808,
"calib/mu_c": 0.6907173913043478,
"calib/mu_w": 0.700021978021978,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.15563492063492063,
"calib/std_conf": 0.2407992622222738,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2600.0,
"completions/max_terminated_length": 2600.0,
"completions/mean_length": 614.3046875,
"completions/mean_terminated_length": 616.7137451171875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 134.0,
"epoch": 0.2016,
"grad_norm": 0.008702950552105904,
"learning_rate": 3.055555555555556e-07,
"loss": 0.0203,
"num_tokens": 42874889.0,
"reward": 1.2943354845046997,
"reward_std": 0.29039430618286133,
"rewards/accuracy_reward_step": 0.62890625,
"rewards/final_brier_reward_step": 0.6929672956466675,
"rewards/format_reward_step": 0.984375,
"step": 189
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.449038322665075e-08,
"aux_brier/mean_r": 0.7434644736349583,
"aux_brier/n_active_tok": 270.25,
"aux_brier/n_step_records": 67.5625,
"aux_brier/std_r": 0.26447512675076723,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.5616364898113684,
"calib/avg_num_step_conf": 10.05078125,
"calib/ece": 0.23601984126984132,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.23412698412698413,
"calib/gap": 0.0715012932937984,
"calib/mean_conf": 0.606202380952381,
"calib/mu_c": 0.6405343511450381,
"calib/mu_w": 0.5690330578512397,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.16119047619047625,
"calib/std_conf": 0.3033550501028498,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2685.0,
"completions/max_terminated_length": 2685.0,
"completions/mean_length": 644.64453125,
"completions/mean_terminated_length": 647.172607421875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 153.0,
"epoch": 0.20266666666666666,
"grad_norm": 0.008129044435918331,
"learning_rate": 2.7777777777777776e-07,
"loss": -0.0007,
"num_tokens": 43145526.0,
"reward": 1.1673336029052734,
"reward_std": 0.3370707631111145,
"rewards/accuracy_reward_step": 0.51171875,
"rewards/final_brier_reward_step": 0.6693342924118042,
"rewards/format_reward_step": 0.9765625,
"step": 190
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -6.819200926155844e-09,
"aux_brier/mean_r": 0.7141981646418571,
"aux_brier/n_active_tok": 287.25,
"aux_brier/n_step_records": 71.8125,
"aux_brier/std_r": 0.28062421223148704,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.4711366538952746,
"calib/avg_num_step_conf": 10.65625,
"calib/ece": 0.3168609561752988,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.9765625,
"calib/frac_conf_gt_0.9": 0.350597609561753,
"calib/gap": -0.02275160280970634,
"calib/mean_conf": 0.7044139442231075,
"calib/mu_c": 0.6938992592592592,
"calib/mu_w": 0.7166508620689656,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.24171314741035857,
"calib/std_conf": 0.294562895164936,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 2793.0,
"completions/max_terminated_length": 2793.0,
"completions/mean_length": 597.73046875,
"completions/mean_terminated_length": 602.43701171875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 202.0,
"epoch": 0.20373333333333332,
"grad_norm": 0.014080878347158432,
"learning_rate": 2.5000000000000004e-07,
"loss": 0.0491,
"num_tokens": 43402713.0,
"reward": 1.1681525707244873,
"reward_std": 0.26598060131073,
"rewards/accuracy_reward_step": 0.52734375,
"rewards/final_brier_reward_step": 0.6101104021072388,
"rewards/format_reward_step": 0.9765625,
"step": 191
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.462629692361439e-08,
"aux_brier/mean_r": 0.7537436224520206,
"aux_brier/n_active_tok": 263.0,
"aux_brier/n_step_records": 65.75,
"aux_brier/std_r": 0.25597084290347993,
"calib/answer_extract_rate": 0.96875,
"calib/auroc": 0.501932072401871,
"calib/avg_num_step_conf": 9.5234375,
"calib/ece": 0.2486262096774194,
"calib/final_conf_rate": 0.96875,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.2903225806451613,
"calib/gap": 0.019521368042844545,
"calib/mean_conf": 0.6747608870967742,
"calib/mu_c": 0.6825536912751679,
"calib/mu_w": 0.6630323232323233,
"calib/nonempty_final_conf_rate": 0.96875,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.98828125,
"calib/pce": 0.16129032258064518,
"calib/std_conf": 0.2692965456114232,
"calib/step_conf_rate": 0.98828125,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 2135.0,
"completions/max_terminated_length": 2135.0,
"completions/mean_length": 596.7578125,
"completions/mean_terminated_length": 608.6454467773438,
"completions/min_length": 0.0,
"completions/min_terminated_length": 111.0,
"epoch": 0.2048,
"grad_norm": 0.019266357645392418,
"learning_rate": 2.2222222222222224e-07,
"loss": -0.0687,
"num_tokens": 43660459.0,
"reward": 1.2282748222351074,
"reward_std": 0.3212256133556366,
"rewards/accuracy_reward_step": 0.58203125,
"rewards/final_brier_reward_step": 0.6630992889404297,
"rewards/format_reward_step": 0.9609375,
"step": 192
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -2.0201361462107714e-08,
"aux_brier/mean_r": 0.7247827351093292,
"aux_brier/n_active_tok": 289.75,
"aux_brier/n_step_records": 72.4375,
"aux_brier/std_r": 0.2665173173882067,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.48191421254801536,
"calib/avg_num_step_conf": 9.90625,
"calib/ece": 0.26145277777777776,
"calib/final_conf_rate": 0.984375,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.3055555555555556,
"calib/gap": 0.0023942509603072093,
"calib/mean_conf": 0.7141027777777778,
"calib/mu_c": 0.7151478873239436,
"calib/mu_w": 0.7127536363636364,
"calib/nonempty_final_conf_rate": 0.984375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.20603174603174604,
"calib/std_conf": 0.25286715054671943,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2794.0,
"completions/max_terminated_length": 2794.0,
"completions/mean_length": 632.375,
"completions/mean_terminated_length": 632.375,
"completions/min_length": 132.0,
"completions/min_terminated_length": 132.0,
"epoch": 0.20586666666666667,
"grad_norm": 0.006684689316898584,
"learning_rate": 1.9444444444444447e-07,
"loss": 0.0375,
"num_tokens": 43928059.0,
"reward": 1.2114092111587524,
"reward_std": 0.36292076110839844,
"rewards/accuracy_reward_step": 0.5546875,
"rewards/final_brier_reward_step": 0.6581370830535889,
"rewards/format_reward_step": 0.984375,
"step": 193
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 5.071868663941714e-08,
"aux_brier/mean_r": 0.7462091688066721,
"aux_brier/n_active_tok": 267.0,
"aux_brier/n_step_records": 66.75,
"aux_brier/std_r": 0.2641845620237291,
"calib/answer_extract_rate": 0.96484375,
"calib/auroc": 0.5724805177651565,
"calib/avg_num_step_conf": 10.18359375,
"calib/ece": 0.2752145748987854,
"calib/final_conf_rate": 0.96484375,
"calib/format_rate": 0.9609375,
"calib/frac_conf_gt_0.9": 0.3319838056680162,
"calib/gap": 0.05406458856161678,
"calib/mean_conf": 0.70348987854251,
"calib/mu_c": 0.728223880597015,
"calib/mu_w": 0.6741592920353983,
"calib/nonempty_final_conf_rate": 0.96484375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.21809716599190282,
"calib/std_conf": 0.2564129207546779,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.015625,
"completions/max_length": 2822.0,
"completions/max_terminated_length": 2822.0,
"completions/mean_length": 599.953125,
"completions/mean_terminated_length": 609.4761962890625,
"completions/min_length": 0.0,
"completions/min_terminated_length": 164.0,
"epoch": 0.20693333333333333,
"grad_norm": 0.013640095479786396,
"learning_rate": 1.6666666666666668e-07,
"loss": 0.0222,
"num_tokens": 44187591.0,
"reward": 1.1686592102050781,
"reward_std": 0.3678101897239685,
"rewards/accuracy_reward_step": 0.5234375,
"rewards/final_brier_reward_step": 0.6590118408203125,
"rewards/format_reward_step": 0.9609375,
"step": 194
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -1.7734939405933403e-08,
"aux_brier/mean_r": 0.7605474106967449,
"aux_brier/n_active_tok": 248.875,
"aux_brier/n_step_records": 62.21875,
"aux_brier/std_r": 0.2591217868030071,
"calib/answer_extract_rate": 0.984375,
"calib/auroc": 0.40877483443708607,
"calib/avg_num_step_conf": 9.28125,
"calib/ece": 0.31400079681274906,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.98046875,
"calib/frac_conf_gt_0.9": 0.27091633466135456,
"calib/gap": -0.08896708609271531,
"calib/mean_conf": 0.6538079681274901,
"calib/mu_c": 0.6183629139072847,
"calib/mu_w": 0.70733,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.18310756972111558,
"calib/std_conf": 0.27212055481137687,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 3042.0,
"completions/max_terminated_length": 3042.0,
"completions/mean_length": 616.3046875,
"completions/mean_terminated_length": 621.157470703125,
"completions/min_length": 0.0,
"completions/min_terminated_length": 139.0,
"epoch": 0.208,
"grad_norm": 0.008334558457136154,
"learning_rate": 1.3888888888888888e-07,
"loss": 0.021,
"num_tokens": 44451349.0,
"reward": 1.237173318862915,
"reward_std": 0.27236270904541016,
"rewards/accuracy_reward_step": 0.58984375,
"rewards/final_brier_reward_step": 0.6283807158470154,
"rewards/format_reward_step": 0.98046875,
"step": 195
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.458378372567239e-08,
"aux_brier/mean_r": 0.7473798841238022,
"aux_brier/n_active_tok": 250.625,
"aux_brier/n_step_records": 62.65625,
"aux_brier/std_r": 0.26159650878980756,
"calib/answer_extract_rate": 0.99609375,
"calib/auroc": 0.5451818641070978,
"calib/avg_num_step_conf": 8.66796875,
"calib/ece": 0.22050784313725497,
"calib/final_conf_rate": 0.99609375,
"calib/format_rate": 0.99609375,
"calib/frac_conf_gt_0.9": 0.2823529411764706,
"calib/gap": 0.04137114801717623,
"calib/mean_conf": 0.6878058823529412,
"calib/mu_c": 0.7051655405405407,
"calib/mu_w": 0.6637943925233645,
"calib/nonempty_final_conf_rate": 0.99609375,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.16396078431372554,
"calib/std_conf": 0.2559623795977047,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 1412.0,
"completions/max_terminated_length": 1412.0,
"completions/mean_length": 484.32421875,
"completions/mean_terminated_length": 486.22357177734375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 178.0,
"epoch": 0.20906666666666668,
"grad_norm": 0.012983839958906174,
"learning_rate": 1.1111111111111112e-07,
"loss": 0.0036,
"num_tokens": 44677880.0,
"reward": 1.2503784894943237,
"reward_std": 0.23702460527420044,
"rewards/accuracy_reward_step": 0.578125,
"rewards/final_brier_reward_step": 0.6968265771865845,
"rewards/format_reward_step": 0.99609375,
"step": 196
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 3.046964083125436e-08,
"aux_brier/mean_r": 0.7440295200794935,
"aux_brier/n_active_tok": 279.125,
"aux_brier/n_step_records": 69.78125,
"aux_brier/std_r": 0.25882862880825996,
"calib/answer_extract_rate": 0.98046875,
"calib/auroc": 0.49758085052202694,
"calib/avg_num_step_conf": 9.515625,
"calib/ece": 0.28796812749003997,
"calib/final_conf_rate": 0.98046875,
"calib/format_rate": 0.97265625,
"calib/frac_conf_gt_0.9": 0.29880478087649404,
"calib/gap": 0.0037305194805195008,
"calib/mean_conf": 0.692390438247012,
"calib/mu_c": 0.6941590909090909,
"calib/mu_w": 0.6904285714285714,
"calib/nonempty_final_conf_rate": 0.98046875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.22723107569721124,
"calib/std_conf": 0.2725704246659875,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0,
"completions/max_length": 2999.0,
"completions/max_terminated_length": 2999.0,
"completions/mean_length": 588.5078125,
"completions/mean_terminated_length": 588.5078125,
"completions/min_length": 147.0,
"completions/min_terminated_length": 147.0,
"epoch": 0.21013333333333334,
"grad_norm": 0.006923824083060026,
"learning_rate": 8.333333333333334e-08,
"loss": 0.0526,
"num_tokens": 44933594.0,
"reward": 1.1597187519073486,
"reward_std": 0.34860312938690186,
"rewards/accuracy_reward_step": 0.515625,
"rewards/final_brier_reward_step": 0.6310625076293945,
"rewards/format_reward_step": 0.97265625,
"step": 197
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 2.706577267863608e-09,
"aux_brier/mean_r": 0.7263111285865307,
"aux_brier/n_active_tok": 264.5,
"aux_brier/n_step_records": 66.125,
"aux_brier/std_r": 0.2693498474545777,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.4706667579408544,
"calib/avg_num_step_conf": 9.02734375,
"calib/ece": 0.2571751968503938,
"calib/final_conf_rate": 0.9921875,
"calib/format_rate": 0.98828125,
"calib/frac_conf_gt_0.9": 0.3188976377952756,
"calib/gap": -0.03745755750273816,
"calib/mean_conf": 0.725974409448819,
"calib/mu_c": 0.7129969879518072,
"calib/mu_w": 0.7504545454545454,
"calib/nonempty_final_conf_rate": 0.9921875,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 1.0,
"calib/pce": 0.16480314960629935,
"calib/std_conf": 0.246053596552905,
"calib/step_conf_rate": 1.0,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 3022.0,
"completions/max_terminated_length": 3022.0,
"completions/mean_length": 539.62890625,
"completions/mean_terminated_length": 541.7451171875,
"completions/min_length": 0.0,
"completions/min_terminated_length": 155.0,
"epoch": 0.2112,
"grad_norm": 0.0072466181591153145,
"learning_rate": 5.555555555555556e-08,
"loss": 0.0275,
"num_tokens": 45177123.0,
"reward": 1.3137493133544922,
"reward_std": 0.2786206901073456,
"rewards/accuracy_reward_step": 0.6484375,
"rewards/final_brier_reward_step": 0.6846849918365479,
"rewards/format_reward_step": 0.98828125,
"step": 198
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": 1.991618957253305e-08,
"aux_brier/mean_r": 0.7149926163256168,
"aux_brier/n_active_tok": 289.875,
"aux_brier/n_step_records": 72.46875,
"aux_brier/std_r": 0.2789755454286933,
"calib/answer_extract_rate": 0.98828125,
"calib/auroc": 0.44509690668720314,
"calib/avg_num_step_conf": 10.328125,
"calib/ece": 0.3163873517786561,
"calib/final_conf_rate": 0.98828125,
"calib/format_rate": 0.984375,
"calib/frac_conf_gt_0.9": 0.35177865612648224,
"calib/gap": -0.03472291746887435,
"calib/mean_conf": 0.7104901185770752,
"calib/mu_c": 0.6959421768707483,
"calib/mu_w": 0.7306650943396227,
"calib/nonempty_final_conf_rate": 0.98828125,
"calib/nonempty_reasoning_rate": 1.0,
"calib/nonempty_step_conf_rate": 0.99609375,
"calib/pce": 0.22292490118577077,
"calib/std_conf": 0.28071017169893014,
"calib/step_conf_rate": 0.99609375,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.00390625,
"completions/max_length": 2779.0,
"completions/max_terminated_length": 2779.0,
"completions/mean_length": 649.15234375,
"completions/mean_terminated_length": 651.6980590820312,
"completions/min_length": 0.0,
"completions/min_terminated_length": 116.0,
"epoch": 0.21226666666666666,
"grad_norm": 0.009777950122952461,
"learning_rate": 2.777777777777778e-08,
"loss": 0.0243,
"num_tokens": 45447506.0,
"reward": 1.2253589630126953,
"reward_std": 0.34273290634155273,
"rewards/accuracy_reward_step": 0.57421875,
"rewards/final_brier_reward_step": 0.6358109712600708,
"rewards/format_reward_step": 0.984375,
"step": 199
},
{
"aux_brier/lambda": 0.020000000000000007,
"aux_brier/loss": -7.601623774888822e-09,
"aux_brier/mean_r": 0.7408849187195301,
"aux_brier/n_active_tok": 260.75,
"aux_brier/n_step_records": 65.1875,
"aux_brier/std_r": 0.2614397117868066,
"calib/answer_extract_rate": 0.9609375,
"calib/auroc": 0.5297192982456141,
"calib/avg_num_step_conf": 9.4609375,
"calib/ece": 0.2254473469387755,
"calib/final_conf_rate": 0.95703125,
"calib/format_rate": 0.953125,
"calib/frac_conf_gt_0.9": 0.2979591836734694,
"calib/gap": 0.005959017543859524,
"calib/mean_conf": 0.7216546938775511,
"calib/mu_c": 0.7239653333333332,
"calib/mu_w": 0.7180063157894737,
"calib/nonempty_final_conf_rate": 0.95703125,
"calib/nonempty_reasoning_rate": 0.99609375,
"calib/nonempty_step_conf_rate": 0.9921875,
"calib/pce": 0.16742857142857143,
"calib/std_conf": 0.24801964773307977,
"calib/step_conf_rate": 0.9921875,
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.01953125,
"completions/max_length": 2622.0,
"completions/max_terminated_length": 2622.0,
"completions/mean_length": 597.5703125,
"completions/mean_terminated_length": 609.47412109375,
"completions/min_length": 0.0,
"completions/min_terminated_length": 108.0,
"epoch": 0.21333333333333335,
"grad_norm": 0.01800602674484253,
"learning_rate": 0.0,
"loss": -0.0076,
"num_tokens": 45708532.0,
"reward": 1.2270984649658203,
"reward_std": 0.25381046533584595,
"rewards/accuracy_reward_step": 0.5859375,
"rewards/final_brier_reward_step": 0.6583936810493469,
"rewards/format_reward_step": 0.953125,
"step": 200
},
{
"epoch": 0.21333333333333335,
"step": 200,
"total_flos": 0.0,
"train_loss": 0.030479375715949573,
"train_runtime": 15490.145,
"train_samples_per_second": 3.305,
"train_steps_per_second": 0.013
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 45708532,
"num_train_epochs": 1,
"save_steps": 40,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}