{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.06473120367673237, "eval_steps": 5, "global_step": 500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8840553760528564, "eval_runtime": 13.5126, "eval_samples_per_second": 3.256, "eval_steps_per_second": 0.222, "step": 0 }, { "epoch": 0.00012946240735346474, "grad_norm": 4.048585840442336, "learning_rate": 1.6170763260025876e-09, "loss": 7.5117, "step": 1 }, { "epoch": 0.00025892481470692947, "grad_norm": 1.4619548166976115, "learning_rate": 3.234152652005175e-09, "loss": 3.356, "step": 2 }, { "epoch": 0.00038838722206039424, "grad_norm": 1.9882128124669458, "learning_rate": 4.851228978007762e-09, "loss": 4.2322, "step": 3 }, { "epoch": 0.0005178496294138589, "grad_norm": 2.1398653569970243, "learning_rate": 6.46830530401035e-09, "loss": 3.7495, "step": 4 }, { "epoch": 0.0006473120367673237, "grad_norm": 2.558235727161999, "learning_rate": 8.085381630012938e-09, "loss": 4.8491, "step": 5 }, { "epoch": 0.0006473120367673237, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8840553760528564, "eval_runtime": 17.0556, "eval_samples_per_second": 2.58, "eval_steps_per_second": 0.176, "step": 5 }, { "epoch": 0.0007767744441207885, "grad_norm": 2.428011730931814, "learning_rate": 9.702457956015525e-09, "loss": 4.7065, "step": 6 }, { "epoch": 0.0009062368514742531, "grad_norm": 2.78377608662843, "learning_rate": 1.1319534282018111e-08, "loss": 5.9541, "step": 7 }, { "epoch": 0.0010356992588277179, "grad_norm": 1.7838311394350632, "learning_rate": 1.29366106080207e-08, "loss": 4.5327, "step": 8 }, { "epoch": 0.0011651616661811825, "grad_norm": 3.5127677525157206, "learning_rate": 1.4553686934023287e-08, "loss": 6.1851, "step": 9 }, { "epoch": 0.0012946240735346474, "grad_norm": 1.743780699692862, "learning_rate": 1.6170763260025877e-08, "loss": 3.6406, "step": 10 }, { "epoch": 0.0012946240735346474, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8851207494735718, "eval_runtime": 15.1683, "eval_samples_per_second": 2.901, "eval_steps_per_second": 0.198, "step": 10 }, { "epoch": 0.001424086480888112, "grad_norm": 2.059856514430833, "learning_rate": 1.778783958602846e-08, "loss": 4.5706, "step": 11 }, { "epoch": 0.001553548888241577, "grad_norm": 2.33399271055671, "learning_rate": 1.940491591203105e-08, "loss": 4.4399, "step": 12 }, { "epoch": 0.0016830112955950416, "grad_norm": 2.3905341429677143, "learning_rate": 2.1021992238033634e-08, "loss": 5.3672, "step": 13 }, { "epoch": 0.0018124737029485063, "grad_norm": 2.1359444235175746, "learning_rate": 2.2639068564036222e-08, "loss": 4.4424, "step": 14 }, { "epoch": 0.0019419361103019711, "grad_norm": 1.9099410879445384, "learning_rate": 2.425614489003881e-08, "loss": 4.1826, "step": 15 }, { "epoch": 0.0019419361103019711, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8869850635528564, "eval_runtime": 14.9328, "eval_samples_per_second": 2.947, "eval_steps_per_second": 0.201, "step": 15 }, { "epoch": 0.0020713985176554358, "grad_norm": 3.5697954412824697, "learning_rate": 2.58732212160414e-08, "loss": 6.3228, "step": 16 }, { "epoch": 0.0022008609250089004, "grad_norm": 2.709006358306772, "learning_rate": 2.749029754204399e-08, "loss": 5.1042, "step": 17 }, { "epoch": 0.002330323332362365, "grad_norm": 2.296208822101843, "learning_rate": 2.9107373868046574e-08, "loss": 4.438, "step": 18 }, { "epoch": 0.00245978573971583, "grad_norm": 2.1548811171938995, "learning_rate": 3.072445019404916e-08, "loss": 5.1499, "step": 19 }, { "epoch": 0.002589248147069295, "grad_norm": 2.268973635895758, "learning_rate": 3.2341526520051754e-08, "loss": 4.3889, "step": 20 }, { "epoch": 0.002589248147069295, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8849431872367859, "eval_runtime": 16.3184, "eval_samples_per_second": 2.696, "eval_steps_per_second": 0.184, "step": 20 }, { "epoch": 0.0027187105544227595, "grad_norm": 1.635931764205022, "learning_rate": 3.395860284605434e-08, "loss": 3.5371, "step": 21 }, { "epoch": 0.002848172961776224, "grad_norm": 1.6615743997623915, "learning_rate": 3.557567917205692e-08, "loss": 4.1558, "step": 22 }, { "epoch": 0.002977635369129689, "grad_norm": 2.056005996616881, "learning_rate": 3.7192755498059514e-08, "loss": 4.4595, "step": 23 }, { "epoch": 0.003107097776483154, "grad_norm": 3.753040242280733, "learning_rate": 3.88098318240621e-08, "loss": 5.7734, "step": 24 }, { "epoch": 0.0032365601838366185, "grad_norm": 2.366113463130707, "learning_rate": 4.042690815006469e-08, "loss": 3.8374, "step": 25 }, { "epoch": 0.0032365601838366185, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8881391882896423, "eval_runtime": 24.3124, "eval_samples_per_second": 1.81, "eval_steps_per_second": 0.123, "step": 25 }, { "epoch": 0.003366022591190083, "grad_norm": 2.3798748862140813, "learning_rate": 4.204398447606727e-08, "loss": 4.8389, "step": 26 }, { "epoch": 0.003495484998543548, "grad_norm": 1.9670885219929928, "learning_rate": 4.366106080206986e-08, "loss": 4.0776, "step": 27 }, { "epoch": 0.0036249474058970125, "grad_norm": 1.7473095176758717, "learning_rate": 4.5278137128072445e-08, "loss": 3.7896, "step": 28 }, { "epoch": 0.0037544098132504776, "grad_norm": 1.6502477708403551, "learning_rate": 4.6895213454075036e-08, "loss": 4.0874, "step": 29 }, { "epoch": 0.0038838722206039423, "grad_norm": 1.7502633563958625, "learning_rate": 4.851228978007762e-08, "loss": 4.7852, "step": 30 }, { "epoch": 0.0038838722206039423, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8831676244735718, "eval_runtime": 16.859, "eval_samples_per_second": 2.61, "eval_steps_per_second": 0.178, "step": 30 }, { "epoch": 0.004013334627957407, "grad_norm": 2.587615402257072, "learning_rate": 5.012936610608021e-08, "loss": 4.9688, "step": 31 }, { "epoch": 0.0041427970353108716, "grad_norm": 2.4101266831742256, "learning_rate": 5.17464424320828e-08, "loss": 4.6631, "step": 32 }, { "epoch": 0.004272259442664336, "grad_norm": 3.093327561925277, "learning_rate": 5.336351875808539e-08, "loss": 5.7959, "step": 33 }, { "epoch": 0.004401721850017801, "grad_norm": 3.3657109917022705, "learning_rate": 5.498059508408798e-08, "loss": 7.2173, "step": 34 }, { "epoch": 0.0045311842573712655, "grad_norm": 1.92332727613145, "learning_rate": 5.659767141009056e-08, "loss": 3.8652, "step": 35 }, { "epoch": 0.0045311842573712655, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8849431872367859, "eval_runtime": 15.8823, "eval_samples_per_second": 2.77, "eval_steps_per_second": 0.189, "step": 35 }, { "epoch": 0.00466064666472473, "grad_norm": 2.490260539009604, "learning_rate": 5.821474773609315e-08, "loss": 4.8418, "step": 36 }, { "epoch": 0.004790109072078196, "grad_norm": 3.273589100056769, "learning_rate": 5.983182406209573e-08, "loss": 6.3818, "step": 37 }, { "epoch": 0.00491957147943166, "grad_norm": 2.6670528339103154, "learning_rate": 6.144890038809832e-08, "loss": 6.3396, "step": 38 }, { "epoch": 0.005049033886785125, "grad_norm": 1.348631600436967, "learning_rate": 6.306597671410092e-08, "loss": 3.6206, "step": 39 }, { "epoch": 0.00517849629413859, "grad_norm": 2.2949071960950675, "learning_rate": 6.468305304010351e-08, "loss": 4.8369, "step": 40 }, { "epoch": 0.00517849629413859, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8851207494735718, "eval_runtime": 15.0616, "eval_samples_per_second": 2.921, "eval_steps_per_second": 0.199, "step": 40 }, { "epoch": 0.005307958701492054, "grad_norm": 2.5142130259666353, "learning_rate": 6.630012936610609e-08, "loss": 5.5762, "step": 41 }, { "epoch": 0.005437421108845519, "grad_norm": 2.5446434752413825, "learning_rate": 6.791720569210868e-08, "loss": 5.4185, "step": 42 }, { "epoch": 0.005566883516198984, "grad_norm": 2.821907647616337, "learning_rate": 6.953428201811125e-08, "loss": 5.5137, "step": 43 }, { "epoch": 0.005696345923552448, "grad_norm": 2.370354951113661, "learning_rate": 7.115135834411385e-08, "loss": 4.8589, "step": 44 }, { "epoch": 0.005825808330905913, "grad_norm": 2.829677972793875, "learning_rate": 7.276843467011644e-08, "loss": 5.0503, "step": 45 }, { "epoch": 0.005825808330905913, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8833451867103577, "eval_runtime": 14.8834, "eval_samples_per_second": 2.956, "eval_steps_per_second": 0.202, "step": 45 }, { "epoch": 0.005955270738259378, "grad_norm": 1.7827160663194768, "learning_rate": 7.438551099611903e-08, "loss": 4.282, "step": 46 }, { "epoch": 0.006084733145612842, "grad_norm": 2.5018263160341982, "learning_rate": 7.600258732212161e-08, "loss": 4.6943, "step": 47 }, { "epoch": 0.006214195552966308, "grad_norm": 2.718135384255652, "learning_rate": 7.76196636481242e-08, "loss": 5.6211, "step": 48 }, { "epoch": 0.006343657960319772, "grad_norm": 4.22821388187826, "learning_rate": 7.923673997412678e-08, "loss": 8.2871, "step": 49 }, { "epoch": 0.006473120367673237, "grad_norm": 1.6934454407957527, "learning_rate": 8.085381630012938e-08, "loss": 3.7959, "step": 50 }, { "epoch": 0.006473120367673237, "eval_PRM Accuracy": 0.4056603773584906, "eval_PRM F1": 0.4424778761061947, "eval_PRM F1 AUC": 0.5419067574646412, "eval_PRM F1 Neg": 0.36363636363636365, "eval_PRM NPV": 0.23684210526315788, "eval_PRM Precision": 0.8333333333333334, "eval_PRM Recall": 0.30120481927710846, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8854758739471436, "eval_runtime": 15.1663, "eval_samples_per_second": 2.901, "eval_steps_per_second": 0.198, "step": 50 }, { "epoch": 0.006602582775026702, "grad_norm": 3.120989704267357, "learning_rate": 8.247089262613197e-08, "loss": 4.354, "step": 51 }, { "epoch": 0.006732045182380166, "grad_norm": 2.213437136965206, "learning_rate": 8.408796895213454e-08, "loss": 4.2153, "step": 52 }, { "epoch": 0.006861507589733631, "grad_norm": 3.187478732232664, "learning_rate": 8.570504527813713e-08, "loss": 6.2373, "step": 53 }, { "epoch": 0.006990969997087096, "grad_norm": 2.1448244699623036, "learning_rate": 8.732212160413972e-08, "loss": 5.0845, "step": 54 }, { "epoch": 0.00712043240444056, "grad_norm": 2.993483048913676, "learning_rate": 8.893919793014231e-08, "loss": 4.8887, "step": 55 }, { "epoch": 0.00712043240444056, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8858309388160706, "eval_runtime": 15.8335, "eval_samples_per_second": 2.779, "eval_steps_per_second": 0.189, "step": 55 }, { "epoch": 0.007249894811794025, "grad_norm": 3.5666108788118236, "learning_rate": 9.055627425614489e-08, "loss": 5.6782, "step": 56 }, { "epoch": 0.00737935721914749, "grad_norm": 2.2891689346612236, "learning_rate": 9.217335058214748e-08, "loss": 4.1877, "step": 57 }, { "epoch": 0.007508819626500955, "grad_norm": 2.5428379612016823, "learning_rate": 9.379042690815007e-08, "loss": 5.2524, "step": 58 }, { "epoch": 0.00763828203385442, "grad_norm": 3.8061609228898834, "learning_rate": 9.540750323415266e-08, "loss": 6.4536, "step": 59 }, { "epoch": 0.0077677444412078845, "grad_norm": 2.2419630022062567, "learning_rate": 9.702457956015524e-08, "loss": 4.6221, "step": 60 }, { "epoch": 0.0077677444412078845, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8837890625, "eval_runtime": 15.4702, "eval_samples_per_second": 2.844, "eval_steps_per_second": 0.194, "step": 60 }, { "epoch": 0.007897206848561348, "grad_norm": 1.8782241280158536, "learning_rate": 9.864165588615783e-08, "loss": 4.4683, "step": 61 }, { "epoch": 0.008026669255914814, "grad_norm": 3.570226272161863, "learning_rate": 1.0025873221216042e-07, "loss": 7.3521, "step": 62 }, { "epoch": 0.00815613166326828, "grad_norm": 2.51045834876466, "learning_rate": 1.0187580853816302e-07, "loss": 5.2793, "step": 63 }, { "epoch": 0.008285594070621743, "grad_norm": 1.5575108426738207, "learning_rate": 1.034928848641656e-07, "loss": 3.665, "step": 64 }, { "epoch": 0.008415056477975209, "grad_norm": 1.3322399221426193, "learning_rate": 1.0510996119016818e-07, "loss": 3.3931, "step": 65 }, { "epoch": 0.008415056477975209, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8874289989471436, "eval_runtime": 15.9089, "eval_samples_per_second": 2.766, "eval_steps_per_second": 0.189, "step": 65 }, { "epoch": 0.008544518885328672, "grad_norm": 2.492364990454832, "learning_rate": 1.0672703751617078e-07, "loss": 5.5532, "step": 66 }, { "epoch": 0.008673981292682138, "grad_norm": 3.7390863760396558, "learning_rate": 1.0834411384217337e-07, "loss": 6.2378, "step": 67 }, { "epoch": 0.008803443700035602, "grad_norm": 1.8473156925064862, "learning_rate": 1.0996119016817596e-07, "loss": 4.2271, "step": 68 }, { "epoch": 0.008932906107389067, "grad_norm": 1.8988855304261645, "learning_rate": 1.1157826649417852e-07, "loss": 4.6084, "step": 69 }, { "epoch": 0.009062368514742531, "grad_norm": 1.7803128991594623, "learning_rate": 1.1319534282018111e-07, "loss": 4.1704, "step": 70 }, { "epoch": 0.009062368514742531, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8866299986839294, "eval_runtime": 17.0252, "eval_samples_per_second": 2.584, "eval_steps_per_second": 0.176, "step": 70 }, { "epoch": 0.009191830922095997, "grad_norm": 3.5763120139801003, "learning_rate": 1.148124191461837e-07, "loss": 6.332, "step": 71 }, { "epoch": 0.00932129332944946, "grad_norm": 2.2141728938352876, "learning_rate": 1.164294954721863e-07, "loss": 4.2615, "step": 72 }, { "epoch": 0.009450755736802926, "grad_norm": 3.2073335886129595, "learning_rate": 1.1804657179818888e-07, "loss": 6.3149, "step": 73 }, { "epoch": 0.009580218144156391, "grad_norm": 1.3526098832419702, "learning_rate": 1.1966364812419147e-07, "loss": 3.5325, "step": 74 }, { "epoch": 0.009709680551509855, "grad_norm": 1.6799971849764905, "learning_rate": 1.2128072445019406e-07, "loss": 3.2056, "step": 75 }, { "epoch": 0.009709680551509855, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8876953125, "eval_runtime": 17.0093, "eval_samples_per_second": 2.587, "eval_steps_per_second": 0.176, "step": 75 }, { "epoch": 0.00983914295886332, "grad_norm": 2.924083764881815, "learning_rate": 1.2289780077619665e-07, "loss": 4.8882, "step": 76 }, { "epoch": 0.009968605366216785, "grad_norm": 1.5295160943757464, "learning_rate": 1.2451487710219921e-07, "loss": 3.3582, "step": 77 }, { "epoch": 0.01009806777357025, "grad_norm": 3.3154666333701295, "learning_rate": 1.2613195342820183e-07, "loss": 6.1145, "step": 78 }, { "epoch": 0.010227530180923714, "grad_norm": 3.8710027337937976, "learning_rate": 1.2774902975420442e-07, "loss": 7.8452, "step": 79 }, { "epoch": 0.01035699258827718, "grad_norm": 2.766212572050214, "learning_rate": 1.2936610608020701e-07, "loss": 5.6997, "step": 80 }, { "epoch": 0.01035699258827718, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.884765625, "eval_runtime": 15.54, "eval_samples_per_second": 2.831, "eval_steps_per_second": 0.193, "step": 80 }, { "epoch": 0.010486454995630643, "grad_norm": 3.1439318411520234, "learning_rate": 1.3098318240620958e-07, "loss": 5.9404, "step": 81 }, { "epoch": 0.010615917402984109, "grad_norm": 2.632291719511737, "learning_rate": 1.3260025873221217e-07, "loss": 4.7563, "step": 82 }, { "epoch": 0.010745379810337572, "grad_norm": 2.1378632862198614, "learning_rate": 1.3421733505821476e-07, "loss": 4.5176, "step": 83 }, { "epoch": 0.010874842217691038, "grad_norm": 3.0020895997866677, "learning_rate": 1.3583441138421735e-07, "loss": 5.7744, "step": 84 }, { "epoch": 0.011004304625044503, "grad_norm": 2.300999714939973, "learning_rate": 1.3745148771021992e-07, "loss": 4.9636, "step": 85 }, { "epoch": 0.011004304625044503, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8877840638160706, "eval_runtime": 15.4949, "eval_samples_per_second": 2.84, "eval_steps_per_second": 0.194, "step": 85 }, { "epoch": 0.011133767032397967, "grad_norm": 2.3778393912517926, "learning_rate": 1.390685640362225e-07, "loss": 5.46, "step": 86 }, { "epoch": 0.011263229439751433, "grad_norm": 2.265376177284017, "learning_rate": 1.406856403622251e-07, "loss": 4.312, "step": 87 }, { "epoch": 0.011392691847104897, "grad_norm": 1.975378983729391, "learning_rate": 1.423027166882277e-07, "loss": 3.9331, "step": 88 }, { "epoch": 0.011522154254458362, "grad_norm": 3.2796357543801578, "learning_rate": 1.4391979301423028e-07, "loss": 7.1753, "step": 89 }, { "epoch": 0.011651616661811826, "grad_norm": 2.537483324528456, "learning_rate": 1.4553686934023288e-07, "loss": 5.0693, "step": 90 }, { "epoch": 0.011651616661811826, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8862748742103577, "eval_runtime": 15.0123, "eval_samples_per_second": 2.931, "eval_steps_per_second": 0.2, "step": 90 }, { "epoch": 0.011781079069165291, "grad_norm": 1.5533230028334497, "learning_rate": 1.4715394566623547e-07, "loss": 4.3076, "step": 91 }, { "epoch": 0.011910541476518755, "grad_norm": 2.3953687079845194, "learning_rate": 1.4877102199223806e-07, "loss": 4.5845, "step": 92 }, { "epoch": 0.01204000388387222, "grad_norm": 1.6248421691564126, "learning_rate": 1.5038809831824065e-07, "loss": 3.7153, "step": 93 }, { "epoch": 0.012169466291225685, "grad_norm": 3.1074035832168847, "learning_rate": 1.5200517464424321e-07, "loss": 5.8594, "step": 94 }, { "epoch": 0.01229892869857915, "grad_norm": 1.6482149797758445, "learning_rate": 1.536222509702458e-07, "loss": 3.4629, "step": 95 }, { "epoch": 0.01229892869857915, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8864524364471436, "eval_runtime": 15.5412, "eval_samples_per_second": 2.831, "eval_steps_per_second": 0.193, "step": 95 }, { "epoch": 0.012428391105932616, "grad_norm": 3.6188297855501768, "learning_rate": 1.552393272962484e-07, "loss": 6.8918, "step": 96 }, { "epoch": 0.01255785351328608, "grad_norm": 2.7987644398773637, "learning_rate": 1.56856403622251e-07, "loss": 6.1279, "step": 97 }, { "epoch": 0.012687315920639545, "grad_norm": 2.3520379888616576, "learning_rate": 1.5847347994825355e-07, "loss": 4.769, "step": 98 }, { "epoch": 0.012816778327993009, "grad_norm": 3.246292126351779, "learning_rate": 1.6009055627425617e-07, "loss": 6.2231, "step": 99 }, { "epoch": 0.012946240735346474, "grad_norm": 2.6083710560500837, "learning_rate": 1.6170763260025876e-07, "loss": 5.2629, "step": 100 }, { "epoch": 0.012946240735346474, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8890269994735718, "eval_runtime": 14.9289, "eval_samples_per_second": 2.947, "eval_steps_per_second": 0.201, "step": 100 }, { "epoch": 0.013075703142699938, "grad_norm": 2.6541142347399296, "learning_rate": 1.6332470892626133e-07, "loss": 5.1086, "step": 101 }, { "epoch": 0.013205165550053403, "grad_norm": 1.6494228492552965, "learning_rate": 1.6494178525226394e-07, "loss": 3.917, "step": 102 }, { "epoch": 0.013334627957406867, "grad_norm": 2.921868684935309, "learning_rate": 1.665588615782665e-07, "loss": 6.1169, "step": 103 }, { "epoch": 0.013464090364760333, "grad_norm": 2.13241188421152, "learning_rate": 1.6817593790426907e-07, "loss": 4.29, "step": 104 }, { "epoch": 0.013593552772113798, "grad_norm": 1.1749121931211275, "learning_rate": 1.697930142302717e-07, "loss": 3.2705, "step": 105 }, { "epoch": 0.013593552772113798, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8862748742103577, "eval_runtime": 16.0015, "eval_samples_per_second": 2.75, "eval_steps_per_second": 0.187, "step": 105 }, { "epoch": 0.013723015179467262, "grad_norm": 1.575721321415035, "learning_rate": 1.7141009055627426e-07, "loss": 3.2231, "step": 106 }, { "epoch": 0.013852477586820728, "grad_norm": 3.1740074105498346, "learning_rate": 1.7302716688227687e-07, "loss": 6.1416, "step": 107 }, { "epoch": 0.013981939994174191, "grad_norm": 2.8235795914302306, "learning_rate": 1.7464424320827944e-07, "loss": 6.5957, "step": 108 }, { "epoch": 0.014111402401527657, "grad_norm": 2.7800697021429106, "learning_rate": 1.7626131953428203e-07, "loss": 5.5332, "step": 109 }, { "epoch": 0.01424086480888112, "grad_norm": 1.9166248786656255, "learning_rate": 1.7787839586028462e-07, "loss": 4.1089, "step": 110 }, { "epoch": 0.01424086480888112, "eval_PRM Accuracy": 0.4056603773584906, "eval_PRM F1": 0.4424778761061947, "eval_PRM F1 AUC": 0.5419067574646412, "eval_PRM F1 Neg": 0.36363636363636365, "eval_PRM NPV": 0.23684210526315788, "eval_PRM Precision": 0.8333333333333334, "eval_PRM Recall": 0.30120481927710846, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8856534361839294, "eval_runtime": 14.6177, "eval_samples_per_second": 3.01, "eval_steps_per_second": 0.205, "step": 110 }, { "epoch": 0.014370327216234586, "grad_norm": 2.7418573899602325, "learning_rate": 1.7949547218628721e-07, "loss": 5.448, "step": 111 }, { "epoch": 0.01449978962358805, "grad_norm": 1.791130152898085, "learning_rate": 1.8111254851228978e-07, "loss": 3.7705, "step": 112 }, { "epoch": 0.014629252030941516, "grad_norm": 1.7712886879433232, "learning_rate": 1.827296248382924e-07, "loss": 4.0708, "step": 113 }, { "epoch": 0.01475871443829498, "grad_norm": 1.4011926721258692, "learning_rate": 1.8434670116429496e-07, "loss": 3.3662, "step": 114 }, { "epoch": 0.014888176845648445, "grad_norm": 2.5362570649868417, "learning_rate": 1.8596377749029758e-07, "loss": 4.9705, "step": 115 }, { "epoch": 0.014888176845648445, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8846768736839294, "eval_runtime": 16.422, "eval_samples_per_second": 2.679, "eval_steps_per_second": 0.183, "step": 115 }, { "epoch": 0.01501763925300191, "grad_norm": 2.0416731238959525, "learning_rate": 1.8758085381630014e-07, "loss": 3.9224, "step": 116 }, { "epoch": 0.015147101660355374, "grad_norm": 2.4303010252138733, "learning_rate": 1.891979301423027e-07, "loss": 5.5867, "step": 117 }, { "epoch": 0.01527656406770884, "grad_norm": 2.913544758821116, "learning_rate": 1.9081500646830533e-07, "loss": 5.1328, "step": 118 }, { "epoch": 0.015406026475062303, "grad_norm": 2.0386331121658685, "learning_rate": 1.924320827943079e-07, "loss": 4.9512, "step": 119 }, { "epoch": 0.015535488882415769, "grad_norm": 2.6467398937578515, "learning_rate": 1.9404915912031048e-07, "loss": 5.2549, "step": 120 }, { "epoch": 0.015535488882415769, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8829900622367859, "eval_runtime": 15.9024, "eval_samples_per_second": 2.767, "eval_steps_per_second": 0.189, "step": 120 }, { "epoch": 0.015664951289769233, "grad_norm": 2.4626541900261922, "learning_rate": 1.9566623544631307e-07, "loss": 4.1807, "step": 121 }, { "epoch": 0.015794413697122697, "grad_norm": 1.8878277717350793, "learning_rate": 1.9728331177231567e-07, "loss": 3.5337, "step": 122 }, { "epoch": 0.015923876104476164, "grad_norm": 2.8574871996520304, "learning_rate": 1.9890038809831828e-07, "loss": 5.0161, "step": 123 }, { "epoch": 0.016053338511829628, "grad_norm": 1.9082654564956048, "learning_rate": 2.0051746442432085e-07, "loss": 4.3105, "step": 124 }, { "epoch": 0.01618280091918309, "grad_norm": 2.210541489132059, "learning_rate": 2.021345407503234e-07, "loss": 4.6948, "step": 125 }, { "epoch": 0.01618280091918309, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8853870630264282, "eval_runtime": 15.0559, "eval_samples_per_second": 2.922, "eval_steps_per_second": 0.199, "step": 125 }, { "epoch": 0.01631226332653656, "grad_norm": 2.7336759960768435, "learning_rate": 2.0375161707632603e-07, "loss": 5.4995, "step": 126 }, { "epoch": 0.016441725733890022, "grad_norm": 2.244046155368536, "learning_rate": 2.053686934023286e-07, "loss": 4.2437, "step": 127 }, { "epoch": 0.016571188141243486, "grad_norm": 2.45262536092704, "learning_rate": 2.069857697283312e-07, "loss": 4.8989, "step": 128 }, { "epoch": 0.01670065054859695, "grad_norm": 3.3040287729974747, "learning_rate": 2.0860284605433378e-07, "loss": 6.6123, "step": 129 }, { "epoch": 0.016830112955950417, "grad_norm": 2.9261239742898564, "learning_rate": 2.1021992238033637e-07, "loss": 4.8569, "step": 130 }, { "epoch": 0.016830112955950417, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8856534361839294, "eval_runtime": 15.5434, "eval_samples_per_second": 2.831, "eval_steps_per_second": 0.193, "step": 130 }, { "epoch": 0.01695957536330388, "grad_norm": 1.8669972552610263, "learning_rate": 2.1183699870633896e-07, "loss": 4.4214, "step": 131 }, { "epoch": 0.017089037770657345, "grad_norm": 2.8355338022322005, "learning_rate": 2.1345407503234155e-07, "loss": 5.6006, "step": 132 }, { "epoch": 0.01721850017801081, "grad_norm": 3.8775566026344146, "learning_rate": 2.1507115135834412e-07, "loss": 6.9272, "step": 133 }, { "epoch": 0.017347962585364276, "grad_norm": 2.1906529658414975, "learning_rate": 2.1668822768434673e-07, "loss": 4.6504, "step": 134 }, { "epoch": 0.01747742499271774, "grad_norm": 1.7570863207219325, "learning_rate": 2.183053040103493e-07, "loss": 4.4053, "step": 135 }, { "epoch": 0.01747742499271774, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8849431872367859, "eval_runtime": 15.3918, "eval_samples_per_second": 2.859, "eval_steps_per_second": 0.195, "step": 135 }, { "epoch": 0.017606887400071203, "grad_norm": 1.3841515491996987, "learning_rate": 2.1992238033635192e-07, "loss": 3.7124, "step": 136 }, { "epoch": 0.01773634980742467, "grad_norm": 1.178526476409248, "learning_rate": 2.2153945666235448e-07, "loss": 3.4648, "step": 137 }, { "epoch": 0.017865812214778135, "grad_norm": 3.1071071039731044, "learning_rate": 2.2315653298835705e-07, "loss": 6.1064, "step": 138 }, { "epoch": 0.0179952746221316, "grad_norm": 2.5958202424020924, "learning_rate": 2.2477360931435966e-07, "loss": 5.0176, "step": 139 }, { "epoch": 0.018124737029485062, "grad_norm": 3.5329237791889043, "learning_rate": 2.2639068564036223e-07, "loss": 7.2939, "step": 140 }, { "epoch": 0.018124737029485062, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8851207494735718, "eval_runtime": 15.4656, "eval_samples_per_second": 2.845, "eval_steps_per_second": 0.194, "step": 140 }, { "epoch": 0.01825419943683853, "grad_norm": 1.698099498401497, "learning_rate": 2.2800776196636482e-07, "loss": 3.9492, "step": 141 }, { "epoch": 0.018383661844191993, "grad_norm": 2.0444575058001493, "learning_rate": 2.296248382923674e-07, "loss": 4.1685, "step": 142 }, { "epoch": 0.018513124251545457, "grad_norm": 2.420495782296046, "learning_rate": 2.3124191461837e-07, "loss": 5.0999, "step": 143 }, { "epoch": 0.01864258665889892, "grad_norm": 2.2734740240960436, "learning_rate": 2.328589909443726e-07, "loss": 4.312, "step": 144 }, { "epoch": 0.018772049066252388, "grad_norm": 2.5306624787049286, "learning_rate": 2.3447606727037519e-07, "loss": 4.9043, "step": 145 }, { "epoch": 0.018772049066252388, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8851207494735718, "eval_runtime": 16.3471, "eval_samples_per_second": 2.692, "eval_steps_per_second": 0.184, "step": 145 }, { "epoch": 0.018901511473605852, "grad_norm": 1.4008106167888073, "learning_rate": 2.3609314359637775e-07, "loss": 3.7585, "step": 146 }, { "epoch": 0.019030973880959316, "grad_norm": 3.7456861553981318, "learning_rate": 2.3771021992238037e-07, "loss": 7.1523, "step": 147 }, { "epoch": 0.019160436288312783, "grad_norm": 2.641442840623338, "learning_rate": 2.3932729624838293e-07, "loss": 5.2881, "step": 148 }, { "epoch": 0.019289898695666247, "grad_norm": 1.9569795328315067, "learning_rate": 2.409443725743855e-07, "loss": 4.395, "step": 149 }, { "epoch": 0.01941936110301971, "grad_norm": 2.3216166306121555, "learning_rate": 2.425614489003881e-07, "loss": 5.334, "step": 150 }, { "epoch": 0.01941936110301971, "eval_PRM Accuracy": 0.4056603773584906, "eval_PRM F1": 0.4424778761061947, "eval_PRM F1 AUC": 0.5419067574646412, "eval_PRM F1 Neg": 0.36363636363636365, "eval_PRM NPV": 0.23684210526315788, "eval_PRM Precision": 0.8333333333333334, "eval_PRM Recall": 0.30120481927710846, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8857421875, "eval_runtime": 15.7514, "eval_samples_per_second": 2.793, "eval_steps_per_second": 0.19, "step": 150 }, { "epoch": 0.019548823510373174, "grad_norm": 2.1971180558555403, "learning_rate": 2.441785252263907e-07, "loss": 4.4736, "step": 151 }, { "epoch": 0.01967828591772664, "grad_norm": 3.150682034268968, "learning_rate": 2.457956015523933e-07, "loss": 6.6304, "step": 152 }, { "epoch": 0.019807748325080105, "grad_norm": 1.7781467557657258, "learning_rate": 2.4741267787839586e-07, "loss": 4.0156, "step": 153 }, { "epoch": 0.01993721073243357, "grad_norm": 1.9218504498599223, "learning_rate": 2.4902975420439843e-07, "loss": 4.6631, "step": 154 }, { "epoch": 0.020066673139787033, "grad_norm": 3.0912369033963416, "learning_rate": 2.5064683053040105e-07, "loss": 5.2312, "step": 155 }, { "epoch": 0.020066673139787033, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8844993114471436, "eval_runtime": 14.5707, "eval_samples_per_second": 3.02, "eval_steps_per_second": 0.206, "step": 155 }, { "epoch": 0.0201961355471405, "grad_norm": 3.374085982719268, "learning_rate": 2.5226390685640366e-07, "loss": 4.8442, "step": 156 }, { "epoch": 0.020325597954493964, "grad_norm": 2.6023678787454925, "learning_rate": 2.5388098318240623e-07, "loss": 5.2119, "step": 157 }, { "epoch": 0.020455060361847428, "grad_norm": 3.106650050358539, "learning_rate": 2.5549805950840885e-07, "loss": 5.978, "step": 158 }, { "epoch": 0.020584522769200895, "grad_norm": 2.240948031320514, "learning_rate": 2.571151358344114e-07, "loss": 4.7949, "step": 159 }, { "epoch": 0.02071398517655436, "grad_norm": 1.7837401909792663, "learning_rate": 2.5873221216041403e-07, "loss": 4.1484, "step": 160 }, { "epoch": 0.02071398517655436, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8870738744735718, "eval_runtime": 15.8666, "eval_samples_per_second": 2.773, "eval_steps_per_second": 0.189, "step": 160 }, { "epoch": 0.020843447583907822, "grad_norm": 2.772672736542775, "learning_rate": 2.603492884864166e-07, "loss": 4.7573, "step": 161 }, { "epoch": 0.020972909991261286, "grad_norm": 1.3714409296270307, "learning_rate": 2.6196636481241916e-07, "loss": 3.5115, "step": 162 }, { "epoch": 0.021102372398614754, "grad_norm": 2.031963096215658, "learning_rate": 2.635834411384218e-07, "loss": 4.1006, "step": 163 }, { "epoch": 0.021231834805968217, "grad_norm": 2.1993468910076066, "learning_rate": 2.6520051746442434e-07, "loss": 4.301, "step": 164 }, { "epoch": 0.02136129721332168, "grad_norm": 2.259418281777508, "learning_rate": 2.6681759379042696e-07, "loss": 4.8267, "step": 165 }, { "epoch": 0.02136129721332168, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8838778138160706, "eval_runtime": 15.4824, "eval_samples_per_second": 2.842, "eval_steps_per_second": 0.194, "step": 165 }, { "epoch": 0.021490759620675145, "grad_norm": 3.73088511507556, "learning_rate": 2.684346701164295e-07, "loss": 6.0649, "step": 166 }, { "epoch": 0.021620222028028612, "grad_norm": 2.6557645389732873, "learning_rate": 2.700517464424321e-07, "loss": 4.6919, "step": 167 }, { "epoch": 0.021749684435382076, "grad_norm": 1.997316671729813, "learning_rate": 2.716688227684347e-07, "loss": 4.7817, "step": 168 }, { "epoch": 0.02187914684273554, "grad_norm": 1.9657324745031033, "learning_rate": 2.7328589909443727e-07, "loss": 4.4263, "step": 169 }, { "epoch": 0.022008609250089007, "grad_norm": 2.4627709291744835, "learning_rate": 2.7490297542043984e-07, "loss": 5.0391, "step": 170 }, { "epoch": 0.022008609250089007, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8838778138160706, "eval_runtime": 14.1935, "eval_samples_per_second": 3.1, "eval_steps_per_second": 0.211, "step": 170 }, { "epoch": 0.02213807165744247, "grad_norm": 3.052788131039653, "learning_rate": 2.7652005174644245e-07, "loss": 4.7004, "step": 171 }, { "epoch": 0.022267534064795935, "grad_norm": 2.6186961622702554, "learning_rate": 2.78137128072445e-07, "loss": 4.7441, "step": 172 }, { "epoch": 0.0223969964721494, "grad_norm": 3.72505733347434, "learning_rate": 2.7975420439844764e-07, "loss": 7.8696, "step": 173 }, { "epoch": 0.022526458879502866, "grad_norm": 1.9464865151658428, "learning_rate": 2.813712807244502e-07, "loss": 3.6841, "step": 174 }, { "epoch": 0.02265592128685633, "grad_norm": 3.0311616691881302, "learning_rate": 2.8298835705045277e-07, "loss": 5.6128, "step": 175 }, { "epoch": 0.02265592128685633, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8851207494735718, "eval_runtime": 14.8654, "eval_samples_per_second": 2.96, "eval_steps_per_second": 0.202, "step": 175 }, { "epoch": 0.022785383694209793, "grad_norm": 3.2153799248538815, "learning_rate": 2.846054333764554e-07, "loss": 5.5913, "step": 176 }, { "epoch": 0.022914846101563257, "grad_norm": 3.1273926216154497, "learning_rate": 2.86222509702458e-07, "loss": 5.6323, "step": 177 }, { "epoch": 0.023044308508916724, "grad_norm": 2.723639596237429, "learning_rate": 2.8783958602846057e-07, "loss": 5.3838, "step": 178 }, { "epoch": 0.023173770916270188, "grad_norm": 2.7628886706248044, "learning_rate": 2.894566623544632e-07, "loss": 5.126, "step": 179 }, { "epoch": 0.023303233323623652, "grad_norm": 2.3460860198951368, "learning_rate": 2.9107373868046575e-07, "loss": 4.2046, "step": 180 }, { "epoch": 0.023303233323623652, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8838778138160706, "eval_runtime": 14.4704, "eval_samples_per_second": 3.041, "eval_steps_per_second": 0.207, "step": 180 }, { "epoch": 0.02343269573097712, "grad_norm": 1.8977281350603303, "learning_rate": 2.9269081500646837e-07, "loss": 3.7952, "step": 181 }, { "epoch": 0.023562158138330583, "grad_norm": 4.633373815126988, "learning_rate": 2.9430789133247093e-07, "loss": 8.4346, "step": 182 }, { "epoch": 0.023691620545684047, "grad_norm": 1.3213131050692126, "learning_rate": 2.959249676584735e-07, "loss": 3.7607, "step": 183 }, { "epoch": 0.02382108295303751, "grad_norm": 1.990277012223307, "learning_rate": 2.975420439844761e-07, "loss": 4.9785, "step": 184 }, { "epoch": 0.023950545360390978, "grad_norm": 2.239661015493053, "learning_rate": 2.991591203104787e-07, "loss": 5.7068, "step": 185 }, { "epoch": 0.023950545360390978, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8870738744735718, "eval_runtime": 14.5341, "eval_samples_per_second": 3.027, "eval_steps_per_second": 0.206, "step": 185 }, { "epoch": 0.02408000776774444, "grad_norm": 1.7206395570915416, "learning_rate": 3.007761966364813e-07, "loss": 4.1523, "step": 186 }, { "epoch": 0.024209470175097905, "grad_norm": 2.703519646145678, "learning_rate": 3.0239327296248386e-07, "loss": 5.522, "step": 187 }, { "epoch": 0.02433893258245137, "grad_norm": 1.8351375522927664, "learning_rate": 3.0401034928848643e-07, "loss": 4.0796, "step": 188 }, { "epoch": 0.024468394989804836, "grad_norm": 3.7534253262775192, "learning_rate": 3.0562742561448905e-07, "loss": 7.3333, "step": 189 }, { "epoch": 0.0245978573971583, "grad_norm": 3.6605853981413317, "learning_rate": 3.072445019404916e-07, "loss": 4.0422, "step": 190 }, { "epoch": 0.0245978573971583, "eval_PRM Accuracy": 0.4056603773584906, "eval_PRM F1": 0.4424778761061947, "eval_PRM F1 AUC": 0.5419067574646412, "eval_PRM F1 Neg": 0.36363636363636365, "eval_PRM NPV": 0.23684210526315788, "eval_PRM Precision": 0.8333333333333334, "eval_PRM Recall": 0.30120481927710846, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8857421875, "eval_runtime": 15.5331, "eval_samples_per_second": 2.833, "eval_steps_per_second": 0.193, "step": 190 }, { "epoch": 0.024727319804511764, "grad_norm": 2.199660582380855, "learning_rate": 3.088615782664942e-07, "loss": 5.0649, "step": 191 }, { "epoch": 0.02485678221186523, "grad_norm": 2.023418667320133, "learning_rate": 3.104786545924968e-07, "loss": 3.8857, "step": 192 }, { "epoch": 0.024986244619218695, "grad_norm": 1.560125306308657, "learning_rate": 3.1209573091849936e-07, "loss": 3.4775, "step": 193 }, { "epoch": 0.02511570702657216, "grad_norm": 2.1055469781306724, "learning_rate": 3.13712807244502e-07, "loss": 4.6436, "step": 194 }, { "epoch": 0.025245169433925622, "grad_norm": 2.1623865960455886, "learning_rate": 3.1532988357050454e-07, "loss": 4.2874, "step": 195 }, { "epoch": 0.025245169433925622, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8839666247367859, "eval_runtime": 14.4616, "eval_samples_per_second": 3.043, "eval_steps_per_second": 0.207, "step": 195 }, { "epoch": 0.02537463184127909, "grad_norm": 2.0618961739343296, "learning_rate": 3.169469598965071e-07, "loss": 4.7808, "step": 196 }, { "epoch": 0.025504094248632554, "grad_norm": 2.5836308429390726, "learning_rate": 3.185640362225097e-07, "loss": 4.6035, "step": 197 }, { "epoch": 0.025633556655986017, "grad_norm": 1.9751794727575602, "learning_rate": 3.2018111254851234e-07, "loss": 3.7432, "step": 198 }, { "epoch": 0.02576301906333948, "grad_norm": 1.4354870173720242, "learning_rate": 3.217981888745149e-07, "loss": 3.8357, "step": 199 }, { "epoch": 0.02589248147069295, "grad_norm": 3.6734925154622338, "learning_rate": 3.234152652005175e-07, "loss": 6.9282, "step": 200 }, { "epoch": 0.02589248147069295, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8876065611839294, "eval_runtime": 14.5467, "eval_samples_per_second": 3.025, "eval_steps_per_second": 0.206, "step": 200 }, { "epoch": 0.026021943878046412, "grad_norm": 2.473074742494256, "learning_rate": 3.250323415265201e-07, "loss": 5.3984, "step": 201 }, { "epoch": 0.026151406285399876, "grad_norm": 2.5287299002672285, "learning_rate": 3.2664941785252265e-07, "loss": 5.5527, "step": 202 }, { "epoch": 0.026280868692753343, "grad_norm": 2.456362736987199, "learning_rate": 3.2826649417852527e-07, "loss": 4.6409, "step": 203 }, { "epoch": 0.026410331100106807, "grad_norm": 1.9215058395998181, "learning_rate": 3.298835705045279e-07, "loss": 4.1421, "step": 204 }, { "epoch": 0.02653979350746027, "grad_norm": 3.9408260148033922, "learning_rate": 3.315006468305304e-07, "loss": 7.333, "step": 205 }, { "epoch": 0.02653979350746027, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.884765625, "eval_runtime": 13.8341, "eval_samples_per_second": 3.181, "eval_steps_per_second": 0.217, "step": 205 }, { "epoch": 0.026669255914813735, "grad_norm": 3.5973768278716283, "learning_rate": 3.33117723156533e-07, "loss": 6.6558, "step": 206 }, { "epoch": 0.026798718322167202, "grad_norm": 2.7321593067095344, "learning_rate": 3.3473479948253564e-07, "loss": 4.6677, "step": 207 }, { "epoch": 0.026928180729520666, "grad_norm": 2.745785213443762, "learning_rate": 3.3635187580853815e-07, "loss": 4.5298, "step": 208 }, { "epoch": 0.02705764313687413, "grad_norm": 2.362963418655679, "learning_rate": 3.3796895213454077e-07, "loss": 4.4668, "step": 209 }, { "epoch": 0.027187105544227597, "grad_norm": 2.170885869291569, "learning_rate": 3.395860284605434e-07, "loss": 4.5439, "step": 210 }, { "epoch": 0.027187105544227597, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8869850635528564, "eval_runtime": 16.0254, "eval_samples_per_second": 2.746, "eval_steps_per_second": 0.187, "step": 210 }, { "epoch": 0.02731656795158106, "grad_norm": 2.8036859242240992, "learning_rate": 3.412031047865459e-07, "loss": 5.0664, "step": 211 }, { "epoch": 0.027446030358934524, "grad_norm": 1.9738146255572215, "learning_rate": 3.428201811125485e-07, "loss": 4.4531, "step": 212 }, { "epoch": 0.027575492766287988, "grad_norm": 3.7762534844913676, "learning_rate": 3.4443725743855113e-07, "loss": 6.1953, "step": 213 }, { "epoch": 0.027704955173641455, "grad_norm": 1.3922138159878588, "learning_rate": 3.4605433376455375e-07, "loss": 3.5786, "step": 214 }, { "epoch": 0.02783441758099492, "grad_norm": 1.1881268842261485, "learning_rate": 3.4767141009055626e-07, "loss": 2.936, "step": 215 }, { "epoch": 0.02783441758099492, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8840553760528564, "eval_runtime": 14.9814, "eval_samples_per_second": 2.937, "eval_steps_per_second": 0.2, "step": 215 }, { "epoch": 0.027963879988348383, "grad_norm": 2.518946321063278, "learning_rate": 3.492884864165589e-07, "loss": 5.0696, "step": 216 }, { "epoch": 0.028093342395701847, "grad_norm": 2.152032693026809, "learning_rate": 3.509055627425615e-07, "loss": 5.2261, "step": 217 }, { "epoch": 0.028222804803055314, "grad_norm": 2.9739441597144705, "learning_rate": 3.5252263906856406e-07, "loss": 6.2876, "step": 218 }, { "epoch": 0.028352267210408778, "grad_norm": 1.9749725553254946, "learning_rate": 3.541397153945666e-07, "loss": 4.2852, "step": 219 }, { "epoch": 0.02848172961776224, "grad_norm": 2.504483731096505, "learning_rate": 3.5575679172056924e-07, "loss": 4.562, "step": 220 }, { "epoch": 0.02848172961776224, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.884765625, "eval_runtime": 14.3789, "eval_samples_per_second": 3.06, "eval_steps_per_second": 0.209, "step": 220 }, { "epoch": 0.02861119202511571, "grad_norm": 3.237303782437478, "learning_rate": 3.573738680465718e-07, "loss": 6.4438, "step": 221 }, { "epoch": 0.028740654432469172, "grad_norm": 2.9563482106484487, "learning_rate": 3.5899094437257443e-07, "loss": 5.6177, "step": 222 }, { "epoch": 0.028870116839822636, "grad_norm": 2.169875290961729, "learning_rate": 3.6060802069857704e-07, "loss": 4.7012, "step": 223 }, { "epoch": 0.0289995792471761, "grad_norm": 3.097390281971058, "learning_rate": 3.6222509702457956e-07, "loss": 4.9597, "step": 224 }, { "epoch": 0.029129041654529567, "grad_norm": 1.1916093538628139, "learning_rate": 3.638421733505822e-07, "loss": 3.1731, "step": 225 }, { "epoch": 0.029129041654529567, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8854758739471436, "eval_runtime": 15.49, "eval_samples_per_second": 2.841, "eval_steps_per_second": 0.194, "step": 225 }, { "epoch": 0.02925850406188303, "grad_norm": 2.5146257457979346, "learning_rate": 3.654592496765848e-07, "loss": 4.9551, "step": 226 }, { "epoch": 0.029387966469236495, "grad_norm": 2.6612886213539113, "learning_rate": 3.670763260025874e-07, "loss": 4.5801, "step": 227 }, { "epoch": 0.02951742887658996, "grad_norm": 2.350864586600711, "learning_rate": 3.686934023285899e-07, "loss": 4.4111, "step": 228 }, { "epoch": 0.029646891283943426, "grad_norm": 2.9354493578714655, "learning_rate": 3.7031047865459254e-07, "loss": 4.6353, "step": 229 }, { "epoch": 0.02977635369129689, "grad_norm": 2.10405268997446, "learning_rate": 3.7192755498059516e-07, "loss": 3.8438, "step": 230 }, { "epoch": 0.02977635369129689, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8859197497367859, "eval_runtime": 14.6915, "eval_samples_per_second": 2.995, "eval_steps_per_second": 0.204, "step": 230 }, { "epoch": 0.029905816098650354, "grad_norm": 2.796776889785926, "learning_rate": 3.7354463130659767e-07, "loss": 5.1143, "step": 231 }, { "epoch": 0.03003527850600382, "grad_norm": 2.540196823573686, "learning_rate": 3.751617076326003e-07, "loss": 4.4585, "step": 232 }, { "epoch": 0.030164740913357285, "grad_norm": 1.9734948597315027, "learning_rate": 3.767787839586029e-07, "loss": 4.624, "step": 233 }, { "epoch": 0.03029420332071075, "grad_norm": 1.413122722618321, "learning_rate": 3.783958602846054e-07, "loss": 3.5017, "step": 234 }, { "epoch": 0.030423665728064212, "grad_norm": 1.6196061176180687, "learning_rate": 3.8001293661060803e-07, "loss": 3.5574, "step": 235 }, { "epoch": 0.030423665728064212, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8846768736839294, "eval_runtime": 14.4343, "eval_samples_per_second": 3.048, "eval_steps_per_second": 0.208, "step": 235 }, { "epoch": 0.03055312813541768, "grad_norm": 1.9251633527239032, "learning_rate": 3.8163001293661065e-07, "loss": 4.2485, "step": 236 }, { "epoch": 0.030682590542771143, "grad_norm": 2.86788432030648, "learning_rate": 3.832470892626132e-07, "loss": 5.1436, "step": 237 }, { "epoch": 0.030812052950124607, "grad_norm": 3.4081952293967217, "learning_rate": 3.848641655886158e-07, "loss": 5.4128, "step": 238 }, { "epoch": 0.03094151535747807, "grad_norm": 1.0069334503784966, "learning_rate": 3.864812419146184e-07, "loss": 2.7949, "step": 239 }, { "epoch": 0.031070977764831538, "grad_norm": 2.54531275256124, "learning_rate": 3.8809831824062096e-07, "loss": 5.3416, "step": 240 }, { "epoch": 0.031070977764831538, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8854758739471436, "eval_runtime": 15.2595, "eval_samples_per_second": 2.883, "eval_steps_per_second": 0.197, "step": 240 }, { "epoch": 0.031200440172185002, "grad_norm": 1.8770741090775689, "learning_rate": 3.897153945666236e-07, "loss": 3.8792, "step": 241 }, { "epoch": 0.031329902579538466, "grad_norm": 2.9652913430837136, "learning_rate": 3.9133247089262615e-07, "loss": 6.0073, "step": 242 }, { "epoch": 0.03145936498689193, "grad_norm": 4.106740705941837, "learning_rate": 3.9294954721862877e-07, "loss": 7.5737, "step": 243 }, { "epoch": 0.03158882739424539, "grad_norm": 2.0455585729583854, "learning_rate": 3.9456662354463133e-07, "loss": 4.6748, "step": 244 }, { "epoch": 0.03171828980159886, "grad_norm": 1.8645159203862933, "learning_rate": 3.9618369987063395e-07, "loss": 3.7271, "step": 245 }, { "epoch": 0.03171828980159886, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8874289989471436, "eval_runtime": 15.0412, "eval_samples_per_second": 2.925, "eval_steps_per_second": 0.199, "step": 245 }, { "epoch": 0.03184775220895233, "grad_norm": 2.0926513605013555, "learning_rate": 3.9780077619663657e-07, "loss": 4.0507, "step": 246 }, { "epoch": 0.03197721461630579, "grad_norm": 2.7296823858108135, "learning_rate": 3.994178525226391e-07, "loss": 5.2227, "step": 247 }, { "epoch": 0.032106677023659255, "grad_norm": 3.878143159601418, "learning_rate": 4.010349288486417e-07, "loss": 6.4014, "step": 248 }, { "epoch": 0.03223613943101272, "grad_norm": 2.309639696039142, "learning_rate": 4.026520051746443e-07, "loss": 5.0869, "step": 249 }, { "epoch": 0.03236560183836618, "grad_norm": 1.4112146486784303, "learning_rate": 4.042690815006468e-07, "loss": 3.1626, "step": 250 }, { "epoch": 0.03236560183836618, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8870738744735718, "eval_runtime": 14.9055, "eval_samples_per_second": 2.952, "eval_steps_per_second": 0.201, "step": 250 }, { "epoch": 0.03249506424571965, "grad_norm": 1.8751606104067502, "learning_rate": 4.0588615782664944e-07, "loss": 4.4971, "step": 251 }, { "epoch": 0.03262452665307312, "grad_norm": 2.579439703784705, "learning_rate": 4.0750323415265206e-07, "loss": 4.5474, "step": 252 }, { "epoch": 0.03275398906042658, "grad_norm": 1.9307201135550025, "learning_rate": 4.0912031047865457e-07, "loss": 3.6321, "step": 253 }, { "epoch": 0.032883451467780045, "grad_norm": 2.8048169313003037, "learning_rate": 4.107373868046572e-07, "loss": 6.1855, "step": 254 }, { "epoch": 0.033012913875133505, "grad_norm": 1.9406061976658442, "learning_rate": 4.123544631306598e-07, "loss": 4.2798, "step": 255 }, { "epoch": 0.033012913875133505, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8869850635528564, "eval_runtime": 14.5647, "eval_samples_per_second": 3.021, "eval_steps_per_second": 0.206, "step": 255 }, { "epoch": 0.03314237628248697, "grad_norm": 2.8163829206102613, "learning_rate": 4.139715394566624e-07, "loss": 4.9077, "step": 256 }, { "epoch": 0.03327183868984044, "grad_norm": 1.6884950389012772, "learning_rate": 4.1558861578266494e-07, "loss": 3.3872, "step": 257 }, { "epoch": 0.0334013010971939, "grad_norm": 1.4713171619014873, "learning_rate": 4.1720569210866756e-07, "loss": 3.6279, "step": 258 }, { "epoch": 0.03353076350454737, "grad_norm": 2.398750440671604, "learning_rate": 4.1882276843467017e-07, "loss": 4.675, "step": 259 }, { "epoch": 0.033660225911900835, "grad_norm": 2.325987124008959, "learning_rate": 4.2043984476067274e-07, "loss": 4.5254, "step": 260 }, { "epoch": 0.033660225911900835, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8865411877632141, "eval_runtime": 14.997, "eval_samples_per_second": 2.934, "eval_steps_per_second": 0.2, "step": 260 }, { "epoch": 0.033789688319254295, "grad_norm": 2.8100993157322263, "learning_rate": 4.220569210866753e-07, "loss": 4.8752, "step": 261 }, { "epoch": 0.03391915072660776, "grad_norm": 3.648392493445176, "learning_rate": 4.236739974126779e-07, "loss": 6.2065, "step": 262 }, { "epoch": 0.03404861313396123, "grad_norm": 2.6805319521377213, "learning_rate": 4.252910737386805e-07, "loss": 4.9004, "step": 263 }, { "epoch": 0.03417807554131469, "grad_norm": 2.3796110213603514, "learning_rate": 4.269081500646831e-07, "loss": 4.3872, "step": 264 }, { "epoch": 0.03430753794866816, "grad_norm": 2.40515345650876, "learning_rate": 4.2852522639068567e-07, "loss": 5.4297, "step": 265 }, { "epoch": 0.03430753794866816, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8852983117103577, "eval_runtime": 15.096, "eval_samples_per_second": 2.915, "eval_steps_per_second": 0.199, "step": 265 }, { "epoch": 0.03443700035602162, "grad_norm": 2.9258342379152245, "learning_rate": 4.3014230271668823e-07, "loss": 5.5503, "step": 266 }, { "epoch": 0.034566462763375085, "grad_norm": 3.61105782982967, "learning_rate": 4.3175937904269085e-07, "loss": 6.4419, "step": 267 }, { "epoch": 0.03469592517072855, "grad_norm": 2.78146236444209, "learning_rate": 4.3337645536869347e-07, "loss": 4.7144, "step": 268 }, { "epoch": 0.03482538757808201, "grad_norm": 2.9687116894361303, "learning_rate": 4.34993531694696e-07, "loss": 4.6682, "step": 269 }, { "epoch": 0.03495484998543548, "grad_norm": 2.4493788817536717, "learning_rate": 4.366106080206986e-07, "loss": 5.0649, "step": 270 }, { "epoch": 0.03495484998543548, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.884765625, "eval_runtime": 15.2162, "eval_samples_per_second": 2.892, "eval_steps_per_second": 0.197, "step": 270 }, { "epoch": 0.03508431239278895, "grad_norm": 3.6729121975196892, "learning_rate": 4.382276843467012e-07, "loss": 5.1895, "step": 271 }, { "epoch": 0.03521377480014241, "grad_norm": 2.2009377117963362, "learning_rate": 4.3984476067270383e-07, "loss": 4.1357, "step": 272 }, { "epoch": 0.035343237207495874, "grad_norm": 2.8980251483316244, "learning_rate": 4.4146183699870635e-07, "loss": 4.7271, "step": 273 }, { "epoch": 0.03547269961484934, "grad_norm": 2.649286538793547, "learning_rate": 4.4307891332470896e-07, "loss": 5.3291, "step": 274 }, { "epoch": 0.0356021620222028, "grad_norm": 2.407608486644509, "learning_rate": 4.446959896507116e-07, "loss": 4.6665, "step": 275 }, { "epoch": 0.0356021620222028, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8879616260528564, "eval_runtime": 15.3019, "eval_samples_per_second": 2.875, "eval_steps_per_second": 0.196, "step": 275 }, { "epoch": 0.03573162442955627, "grad_norm": 1.8412114012486007, "learning_rate": 4.463130659767141e-07, "loss": 3.5312, "step": 276 }, { "epoch": 0.03586108683690973, "grad_norm": 1.8829031229272333, "learning_rate": 4.479301423027167e-07, "loss": 4.104, "step": 277 }, { "epoch": 0.0359905492442632, "grad_norm": 3.318217480470199, "learning_rate": 4.4954721862871933e-07, "loss": 6.1147, "step": 278 }, { "epoch": 0.036120011651616664, "grad_norm": 3.349631812469815, "learning_rate": 4.511642949547219e-07, "loss": 5.5811, "step": 279 }, { "epoch": 0.036249474058970124, "grad_norm": 2.434116348743928, "learning_rate": 4.5278137128072446e-07, "loss": 4.1511, "step": 280 }, { "epoch": 0.036249474058970124, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.888671875, "eval_runtime": 13.3428, "eval_samples_per_second": 3.298, "eval_steps_per_second": 0.225, "step": 280 }, { "epoch": 0.03637893646632359, "grad_norm": 1.516175337782875, "learning_rate": 4.543984476067271e-07, "loss": 3.6128, "step": 281 }, { "epoch": 0.03650839887367706, "grad_norm": 2.622182149721442, "learning_rate": 4.5601552393272964e-07, "loss": 5.5483, "step": 282 }, { "epoch": 0.03663786128103052, "grad_norm": 2.0649261496070586, "learning_rate": 4.5763260025873226e-07, "loss": 4.5525, "step": 283 }, { "epoch": 0.036767323688383986, "grad_norm": 2.468057106361623, "learning_rate": 4.592496765847348e-07, "loss": 4.4458, "step": 284 }, { "epoch": 0.036896786095737454, "grad_norm": 2.4041084976851974, "learning_rate": 4.6086675291073744e-07, "loss": 4.571, "step": 285 }, { "epoch": 0.036896786095737454, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8911576867103577, "eval_runtime": 15.0977, "eval_samples_per_second": 2.914, "eval_steps_per_second": 0.199, "step": 285 }, { "epoch": 0.037026248503090914, "grad_norm": 2.421453764910423, "learning_rate": 4.6248382923674e-07, "loss": 4.3494, "step": 286 }, { "epoch": 0.03715571091044438, "grad_norm": 2.938594637147776, "learning_rate": 4.641009055627426e-07, "loss": 5.8699, "step": 287 }, { "epoch": 0.03728517331779784, "grad_norm": 3.3245404572673185, "learning_rate": 4.657179818887452e-07, "loss": 5.748, "step": 288 }, { "epoch": 0.03741463572515131, "grad_norm": 1.660595946323085, "learning_rate": 4.6733505821474775e-07, "loss": 3.3091, "step": 289 }, { "epoch": 0.037544098132504776, "grad_norm": 3.419572001471463, "learning_rate": 4.6895213454075037e-07, "loss": 6.2827, "step": 290 }, { "epoch": 0.037544098132504776, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8868963122367859, "eval_runtime": 14.2251, "eval_samples_per_second": 3.093, "eval_steps_per_second": 0.211, "step": 290 }, { "epoch": 0.037673560539858236, "grad_norm": 3.1209620215384737, "learning_rate": 4.70569210866753e-07, "loss": 5.6821, "step": 291 }, { "epoch": 0.037803022947211704, "grad_norm": 2.728390871733252, "learning_rate": 4.721862871927555e-07, "loss": 5.4678, "step": 292 }, { "epoch": 0.03793248535456517, "grad_norm": 1.1858990026523804, "learning_rate": 4.738033635187581e-07, "loss": 3.1748, "step": 293 }, { "epoch": 0.03806194776191863, "grad_norm": 1.0343287607700118, "learning_rate": 4.7542043984476074e-07, "loss": 2.7825, "step": 294 }, { "epoch": 0.0381914101692721, "grad_norm": 2.2100956196876402, "learning_rate": 4.770375161707633e-07, "loss": 4.1787, "step": 295 }, { "epoch": 0.0381914101692721, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8861860632896423, "eval_runtime": 14.5204, "eval_samples_per_second": 3.03, "eval_steps_per_second": 0.207, "step": 295 }, { "epoch": 0.038320872576625566, "grad_norm": 1.7395521864032368, "learning_rate": 4.786545924967659e-07, "loss": 3.9448, "step": 296 }, { "epoch": 0.038450334983979026, "grad_norm": 2.116504616762591, "learning_rate": 4.802716688227685e-07, "loss": 3.8701, "step": 297 }, { "epoch": 0.03857979739133249, "grad_norm": 1.980522519321597, "learning_rate": 4.81888745148771e-07, "loss": 4.3459, "step": 298 }, { "epoch": 0.038709259798685954, "grad_norm": 2.306067251236745, "learning_rate": 4.835058214747737e-07, "loss": 3.9229, "step": 299 }, { "epoch": 0.03883872220603942, "grad_norm": 2.52751944911705, "learning_rate": 4.851228978007762e-07, "loss": 5.0142, "step": 300 }, { "epoch": 0.03883872220603942, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8876065611839294, "eval_runtime": 14.5251, "eval_samples_per_second": 3.029, "eval_steps_per_second": 0.207, "step": 300 }, { "epoch": 0.03896818461339289, "grad_norm": 1.1084112549934337, "learning_rate": 4.867399741267789e-07, "loss": 3.595, "step": 301 }, { "epoch": 0.03909764702074635, "grad_norm": 2.555051046122174, "learning_rate": 4.883570504527814e-07, "loss": 5.9507, "step": 302 }, { "epoch": 0.039227109428099816, "grad_norm": 2.3812197403864244, "learning_rate": 4.89974126778784e-07, "loss": 4.7889, "step": 303 }, { "epoch": 0.03935657183545328, "grad_norm": 2.3063834650836927, "learning_rate": 4.915912031047866e-07, "loss": 4.5542, "step": 304 }, { "epoch": 0.03948603424280674, "grad_norm": 1.5953157628698709, "learning_rate": 4.932082794307892e-07, "loss": 3.4177, "step": 305 }, { "epoch": 0.03948603424280674, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8868963122367859, "eval_runtime": 15.031, "eval_samples_per_second": 2.927, "eval_steps_per_second": 0.2, "step": 305 }, { "epoch": 0.03961549665016021, "grad_norm": 2.52890823339106, "learning_rate": 4.948253557567917e-07, "loss": 4.3569, "step": 306 }, { "epoch": 0.03974495905751368, "grad_norm": 0.7325735914213573, "learning_rate": 4.964424320827944e-07, "loss": 2.3125, "step": 307 }, { "epoch": 0.03987442146486714, "grad_norm": 2.310293392821235, "learning_rate": 4.980595084087969e-07, "loss": 4.1499, "step": 308 }, { "epoch": 0.040003883872220605, "grad_norm": 1.402104868982115, "learning_rate": 4.996765847347995e-07, "loss": 3.123, "step": 309 }, { "epoch": 0.040133346279574066, "grad_norm": 1.894080574611163, "learning_rate": 5.012936610608021e-07, "loss": 4.0978, "step": 310 }, { "epoch": 0.040133346279574066, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8870738744735718, "eval_runtime": 14.8262, "eval_samples_per_second": 2.968, "eval_steps_per_second": 0.202, "step": 310 }, { "epoch": 0.04026280868692753, "grad_norm": 1.357102970182327, "learning_rate": 5.029107373868047e-07, "loss": 3.1089, "step": 311 }, { "epoch": 0.040392271094281, "grad_norm": 3.497980890858202, "learning_rate": 5.045278137128073e-07, "loss": 5.3418, "step": 312 }, { "epoch": 0.04052173350163446, "grad_norm": 1.0639089337277525, "learning_rate": 5.061448900388099e-07, "loss": 2.8896, "step": 313 }, { "epoch": 0.04065119590898793, "grad_norm": 3.300938656190228, "learning_rate": 5.077619663648125e-07, "loss": 5.9189, "step": 314 }, { "epoch": 0.040780658316341395, "grad_norm": 1.2413862644441418, "learning_rate": 5.09379042690815e-07, "loss": 3.4585, "step": 315 }, { "epoch": 0.040780658316341395, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8891157507896423, "eval_runtime": 15.4693, "eval_samples_per_second": 2.844, "eval_steps_per_second": 0.194, "step": 315 }, { "epoch": 0.040910120723694855, "grad_norm": 4.332081774178866, "learning_rate": 5.109961190168177e-07, "loss": 7.1943, "step": 316 }, { "epoch": 0.04103958313104832, "grad_norm": 3.573961749380484, "learning_rate": 5.126131953428203e-07, "loss": 5.5, "step": 317 }, { "epoch": 0.04116904553840179, "grad_norm": 3.266568775666242, "learning_rate": 5.142302716688228e-07, "loss": 5.0718, "step": 318 }, { "epoch": 0.04129850794575525, "grad_norm": 2.150736768179415, "learning_rate": 5.158473479948254e-07, "loss": 3.7144, "step": 319 }, { "epoch": 0.04142797035310872, "grad_norm": 2.9888130898725063, "learning_rate": 5.174644243208281e-07, "loss": 4.749, "step": 320 }, { "epoch": 0.04142797035310872, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8865411877632141, "eval_runtime": 16.5528, "eval_samples_per_second": 2.658, "eval_steps_per_second": 0.181, "step": 320 }, { "epoch": 0.04155743276046218, "grad_norm": 3.4246676283314756, "learning_rate": 5.190815006468305e-07, "loss": 5.1213, "step": 321 }, { "epoch": 0.041686895167815645, "grad_norm": 2.2618818130722693, "learning_rate": 5.206985769728332e-07, "loss": 4.0854, "step": 322 }, { "epoch": 0.04181635757516911, "grad_norm": 4.625362737261295, "learning_rate": 5.223156532988358e-07, "loss": 7.9058, "step": 323 }, { "epoch": 0.04194581998252257, "grad_norm": 1.9023520509429879, "learning_rate": 5.239327296248383e-07, "loss": 3.9753, "step": 324 }, { "epoch": 0.04207528238987604, "grad_norm": 2.43325767545436, "learning_rate": 5.255498059508409e-07, "loss": 4.7739, "step": 325 }, { "epoch": 0.04207528238987604, "eval_PRM Accuracy": 0.4056603773584906, "eval_PRM F1": 0.4424778761061947, "eval_PRM F1 AUC": 0.5419067574646412, "eval_PRM F1 Neg": 0.36363636363636365, "eval_PRM NPV": 0.23684210526315788, "eval_PRM Precision": 0.8333333333333334, "eval_PRM Recall": 0.30120481927710846, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8883167505264282, "eval_runtime": 15.0397, "eval_samples_per_second": 2.926, "eval_steps_per_second": 0.199, "step": 325 }, { "epoch": 0.04220474479722951, "grad_norm": 2.207312548983323, "learning_rate": 5.271668822768436e-07, "loss": 4.5195, "step": 326 }, { "epoch": 0.04233420720458297, "grad_norm": 2.4928797281193606, "learning_rate": 5.28783958602846e-07, "loss": 4.6545, "step": 327 }, { "epoch": 0.042463669611936435, "grad_norm": 2.489344579365318, "learning_rate": 5.304010349288487e-07, "loss": 4.6489, "step": 328 }, { "epoch": 0.0425931320192899, "grad_norm": 4.57429433288173, "learning_rate": 5.320181112548512e-07, "loss": 7.3164, "step": 329 }, { "epoch": 0.04272259442664336, "grad_norm": 3.255168861943587, "learning_rate": 5.336351875808539e-07, "loss": 6.5586, "step": 330 }, { "epoch": 0.04272259442664336, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8872514367103577, "eval_runtime": 14.6803, "eval_samples_per_second": 2.997, "eval_steps_per_second": 0.204, "step": 330 }, { "epoch": 0.04285205683399683, "grad_norm": 3.9597125898952092, "learning_rate": 5.352522639068565e-07, "loss": 7.1958, "step": 331 }, { "epoch": 0.04298151924135029, "grad_norm": 2.5225364315179766, "learning_rate": 5.36869340232859e-07, "loss": 4.2236, "step": 332 }, { "epoch": 0.04311098164870376, "grad_norm": 2.459820107417454, "learning_rate": 5.384864165588616e-07, "loss": 4.5474, "step": 333 }, { "epoch": 0.043240444056057224, "grad_norm": 3.2767650864133366, "learning_rate": 5.401034928848642e-07, "loss": 5.583, "step": 334 }, { "epoch": 0.043369906463410685, "grad_norm": 2.7676992302367696, "learning_rate": 5.417205692108668e-07, "loss": 4.689, "step": 335 }, { "epoch": 0.043369906463410685, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.88671875, "eval_runtime": 14.3717, "eval_samples_per_second": 3.062, "eval_steps_per_second": 0.209, "step": 335 }, { "epoch": 0.04349936887076415, "grad_norm": 2.051096966942122, "learning_rate": 5.433376455368694e-07, "loss": 3.8599, "step": 336 }, { "epoch": 0.04362883127811762, "grad_norm": 3.844604070905217, "learning_rate": 5.44954721862872e-07, "loss": 6.0503, "step": 337 }, { "epoch": 0.04375829368547108, "grad_norm": 4.316281408572996, "learning_rate": 5.465717981888745e-07, "loss": 8.3369, "step": 338 }, { "epoch": 0.04388775609282455, "grad_norm": 3.821369370757319, "learning_rate": 5.481888745148772e-07, "loss": 5.4961, "step": 339 }, { "epoch": 0.044017218500178014, "grad_norm": 4.54905571010069, "learning_rate": 5.498059508408797e-07, "loss": 6.9441, "step": 340 }, { "epoch": 0.044017218500178014, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8871626257896423, "eval_runtime": 14.1195, "eval_samples_per_second": 3.116, "eval_steps_per_second": 0.212, "step": 340 }, { "epoch": 0.044146680907531474, "grad_norm": 4.952659576810068, "learning_rate": 5.514230271668823e-07, "loss": 8.1987, "step": 341 }, { "epoch": 0.04427614331488494, "grad_norm": 3.302548186599011, "learning_rate": 5.530401034928849e-07, "loss": 5.1035, "step": 342 }, { "epoch": 0.0444056057222384, "grad_norm": 4.000622890748476, "learning_rate": 5.546571798188876e-07, "loss": 6.5605, "step": 343 }, { "epoch": 0.04453506812959187, "grad_norm": 5.127080244551329, "learning_rate": 5.5627425614489e-07, "loss": 8.0862, "step": 344 }, { "epoch": 0.044664530536945336, "grad_norm": 1.7447122779201634, "learning_rate": 5.578913324708927e-07, "loss": 4.0793, "step": 345 }, { "epoch": 0.044664530536945336, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8879616260528564, "eval_runtime": 14.9009, "eval_samples_per_second": 2.953, "eval_steps_per_second": 0.201, "step": 345 }, { "epoch": 0.0447939929442988, "grad_norm": 4.038935042030998, "learning_rate": 5.595084087968953e-07, "loss": 6.3291, "step": 346 }, { "epoch": 0.044923455351652264, "grad_norm": 3.2818578613931506, "learning_rate": 5.611254851228978e-07, "loss": 5.6594, "step": 347 }, { "epoch": 0.04505291775900573, "grad_norm": 2.8882454187139217, "learning_rate": 5.627425614489004e-07, "loss": 4.877, "step": 348 }, { "epoch": 0.04518238016635919, "grad_norm": 2.0416649463880256, "learning_rate": 5.643596377749031e-07, "loss": 3.7373, "step": 349 }, { "epoch": 0.04531184257371266, "grad_norm": 1.6936810512434821, "learning_rate": 5.659767141009055e-07, "loss": 3.5723, "step": 350 }, { "epoch": 0.04531184257371266, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8869850635528564, "eval_runtime": 14.1331, "eval_samples_per_second": 3.113, "eval_steps_per_second": 0.212, "step": 350 }, { "epoch": 0.045441304981066126, "grad_norm": 2.0200771091713503, "learning_rate": 5.675937904269082e-07, "loss": 4.0376, "step": 351 }, { "epoch": 0.045570767388419586, "grad_norm": 2.1854125513454976, "learning_rate": 5.692108667529108e-07, "loss": 4.7383, "step": 352 }, { "epoch": 0.045700229795773054, "grad_norm": 3.1451764651800267, "learning_rate": 5.708279430789133e-07, "loss": 5.8213, "step": 353 }, { "epoch": 0.045829692203126514, "grad_norm": 2.1449333513952196, "learning_rate": 5.72445019404916e-07, "loss": 3.7407, "step": 354 }, { "epoch": 0.04595915461047998, "grad_norm": 3.9835954047834705, "learning_rate": 5.740620957309186e-07, "loss": 6.1538, "step": 355 }, { "epoch": 0.04595915461047998, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8890269994735718, "eval_runtime": 14.3354, "eval_samples_per_second": 3.069, "eval_steps_per_second": 0.209, "step": 355 }, { "epoch": 0.04608861701783345, "grad_norm": 2.8708628349479204, "learning_rate": 5.756791720569211e-07, "loss": 5.3345, "step": 356 }, { "epoch": 0.04621807942518691, "grad_norm": 4.249639661394875, "learning_rate": 5.772962483829237e-07, "loss": 6.1455, "step": 357 }, { "epoch": 0.046347541832540376, "grad_norm": 3.325582864238537, "learning_rate": 5.789133247089264e-07, "loss": 4.8584, "step": 358 }, { "epoch": 0.04647700423989384, "grad_norm": 4.466988684148305, "learning_rate": 5.805304010349289e-07, "loss": 7.502, "step": 359 }, { "epoch": 0.046606466647247304, "grad_norm": 2.4849567677341424, "learning_rate": 5.821474773609315e-07, "loss": 5.0854, "step": 360 }, { "epoch": 0.046606466647247304, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8874289989471436, "eval_runtime": 14.55, "eval_samples_per_second": 3.024, "eval_steps_per_second": 0.206, "step": 360 }, { "epoch": 0.04673592905460077, "grad_norm": 3.7224181988715532, "learning_rate": 5.837645536869341e-07, "loss": 6.3174, "step": 361 }, { "epoch": 0.04686539146195424, "grad_norm": 3.234172791958926, "learning_rate": 5.853816300129367e-07, "loss": 6.0649, "step": 362 }, { "epoch": 0.0469948538693077, "grad_norm": 2.588006383504166, "learning_rate": 5.869987063389392e-07, "loss": 4.3237, "step": 363 }, { "epoch": 0.047124316276661166, "grad_norm": 4.537494485701655, "learning_rate": 5.886157826649419e-07, "loss": 6.4592, "step": 364 }, { "epoch": 0.047253778684014626, "grad_norm": 1.8112966664258494, "learning_rate": 5.902328589909444e-07, "loss": 3.6387, "step": 365 }, { "epoch": 0.047253778684014626, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8860085010528564, "eval_runtime": 15.407, "eval_samples_per_second": 2.856, "eval_steps_per_second": 0.195, "step": 365 }, { "epoch": 0.04738324109136809, "grad_norm": 3.5146563433221965, "learning_rate": 5.91849935316947e-07, "loss": 4.7334, "step": 366 }, { "epoch": 0.04751270349872156, "grad_norm": 1.4379114753778197, "learning_rate": 5.934670116429496e-07, "loss": 3.2285, "step": 367 }, { "epoch": 0.04764216590607502, "grad_norm": 1.908983344446691, "learning_rate": 5.950840879689522e-07, "loss": 4.0811, "step": 368 }, { "epoch": 0.04777162831342849, "grad_norm": 2.169763911252574, "learning_rate": 5.967011642949547e-07, "loss": 4.6023, "step": 369 }, { "epoch": 0.047901090720781955, "grad_norm": 2.1575595312092926, "learning_rate": 5.983182406209574e-07, "loss": 3.9585, "step": 370 }, { "epoch": 0.047901090720781955, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8864524364471436, "eval_runtime": 15.3038, "eval_samples_per_second": 2.875, "eval_steps_per_second": 0.196, "step": 370 }, { "epoch": 0.048030553128135416, "grad_norm": 5.318161033192671, "learning_rate": 5.999353169469599e-07, "loss": 7.8088, "step": 371 }, { "epoch": 0.04816001553548888, "grad_norm": 1.9980890310244137, "learning_rate": 6.015523932729626e-07, "loss": 3.5575, "step": 372 }, { "epoch": 0.04828947794284235, "grad_norm": 3.949506127219697, "learning_rate": 6.031694695989651e-07, "loss": 6.4028, "step": 373 }, { "epoch": 0.04841894035019581, "grad_norm": 1.7781458866902489, "learning_rate": 6.047865459249677e-07, "loss": 3.4214, "step": 374 }, { "epoch": 0.04854840275754928, "grad_norm": 2.4135744708988938, "learning_rate": 6.064036222509703e-07, "loss": 4.8521, "step": 375 }, { "epoch": 0.04854840275754928, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8888494372367859, "eval_runtime": 16.1404, "eval_samples_per_second": 2.726, "eval_steps_per_second": 0.186, "step": 375 }, { "epoch": 0.04867786516490274, "grad_norm": 2.427114114429261, "learning_rate": 6.080206985769729e-07, "loss": 4.2141, "step": 376 }, { "epoch": 0.048807327572256205, "grad_norm": 2.206430166153848, "learning_rate": 6.096377749029755e-07, "loss": 3.7795, "step": 377 }, { "epoch": 0.04893678997960967, "grad_norm": 3.3553556761191574, "learning_rate": 6.112548512289781e-07, "loss": 4.9688, "step": 378 }, { "epoch": 0.04906625238696313, "grad_norm": 0.9161142075888727, "learning_rate": 6.128719275549807e-07, "loss": 3.0227, "step": 379 }, { "epoch": 0.0491957147943166, "grad_norm": 3.471482846055819, "learning_rate": 6.144890038809832e-07, "loss": 5.7178, "step": 380 }, { "epoch": 0.0491957147943166, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8895596861839294, "eval_runtime": 14.2623, "eval_samples_per_second": 3.085, "eval_steps_per_second": 0.21, "step": 380 }, { "epoch": 0.04932517720167007, "grad_norm": 1.9819082834705617, "learning_rate": 6.161060802069859e-07, "loss": 3.8608, "step": 381 }, { "epoch": 0.04945463960902353, "grad_norm": 2.903210725442833, "learning_rate": 6.177231565329884e-07, "loss": 5.5146, "step": 382 }, { "epoch": 0.049584102016376995, "grad_norm": 2.6708054607635168, "learning_rate": 6.19340232858991e-07, "loss": 4.4766, "step": 383 }, { "epoch": 0.04971356442373046, "grad_norm": 3.1183717764760837, "learning_rate": 6.209573091849936e-07, "loss": 5.4492, "step": 384 }, { "epoch": 0.04984302683108392, "grad_norm": 3.7400801881411736, "learning_rate": 6.225743855109962e-07, "loss": 6.1411, "step": 385 }, { "epoch": 0.04984302683108392, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8873401880264282, "eval_runtime": 16.4864, "eval_samples_per_second": 2.669, "eval_steps_per_second": 0.182, "step": 385 }, { "epoch": 0.04997248923843739, "grad_norm": 2.571588858217802, "learning_rate": 6.241914618369987e-07, "loss": 4.6377, "step": 386 }, { "epoch": 0.05010195164579085, "grad_norm": 1.905362147390013, "learning_rate": 6.258085381630014e-07, "loss": 3.9556, "step": 387 }, { "epoch": 0.05023141405314432, "grad_norm": 2.703486235188581, "learning_rate": 6.27425614489004e-07, "loss": 4.6113, "step": 388 }, { "epoch": 0.050360876460497785, "grad_norm": 2.0525631550788725, "learning_rate": 6.290426908150066e-07, "loss": 4.4429, "step": 389 }, { "epoch": 0.050490338867851245, "grad_norm": 3.215100360275304, "learning_rate": 6.306597671410091e-07, "loss": 5.5059, "step": 390 }, { "epoch": 0.050490338867851245, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8899147510528564, "eval_runtime": 18.5744, "eval_samples_per_second": 2.369, "eval_steps_per_second": 0.162, "step": 390 }, { "epoch": 0.05061980127520471, "grad_norm": 2.7883839598086984, "learning_rate": 6.322768434670116e-07, "loss": 5.1589, "step": 391 }, { "epoch": 0.05074926368255818, "grad_norm": 2.39681815806041, "learning_rate": 6.338939197930142e-07, "loss": 3.928, "step": 392 }, { "epoch": 0.05087872608991164, "grad_norm": 2.7225392239613098, "learning_rate": 6.355109961190169e-07, "loss": 4.7026, "step": 393 }, { "epoch": 0.05100818849726511, "grad_norm": 4.518284177510381, "learning_rate": 6.371280724450194e-07, "loss": 6.3408, "step": 394 }, { "epoch": 0.051137650904618574, "grad_norm": 2.5612781804229034, "learning_rate": 6.387451487710221e-07, "loss": 4.2725, "step": 395 }, { "epoch": 0.051137650904618574, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8902698755264282, "eval_runtime": 14.162, "eval_samples_per_second": 3.107, "eval_steps_per_second": 0.212, "step": 395 }, { "epoch": 0.051267113311972035, "grad_norm": 2.280496654996542, "learning_rate": 6.403622250970247e-07, "loss": 4.4756, "step": 396 }, { "epoch": 0.0513965757193255, "grad_norm": 3.021073527285268, "learning_rate": 6.419793014230271e-07, "loss": 5.7964, "step": 397 }, { "epoch": 0.05152603812667896, "grad_norm": 2.6373988360828675, "learning_rate": 6.435963777490298e-07, "loss": 5.1425, "step": 398 }, { "epoch": 0.05165550053403243, "grad_norm": 1.84905961264132, "learning_rate": 6.452134540750324e-07, "loss": 3.5947, "step": 399 }, { "epoch": 0.0517849629413859, "grad_norm": 2.277941994831721, "learning_rate": 6.46830530401035e-07, "loss": 4.4268, "step": 400 }, { "epoch": 0.0517849629413859, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8890269994735718, "eval_runtime": 14.6147, "eval_samples_per_second": 3.011, "eval_steps_per_second": 0.205, "step": 400 }, { "epoch": 0.05191442534873936, "grad_norm": 3.3556177810260066, "learning_rate": 6.484476067270376e-07, "loss": 5.3779, "step": 401 }, { "epoch": 0.052043887756092824, "grad_norm": 2.67169301328284, "learning_rate": 6.500646830530402e-07, "loss": 4.3022, "step": 402 }, { "epoch": 0.05217335016344629, "grad_norm": 2.7219829214054916, "learning_rate": 6.516817593790426e-07, "loss": 4.4153, "step": 403 }, { "epoch": 0.05230281257079975, "grad_norm": 2.5490216138266737, "learning_rate": 6.532988357050453e-07, "loss": 3.7578, "step": 404 }, { "epoch": 0.05243227497815322, "grad_norm": 1.788090552474802, "learning_rate": 6.549159120310479e-07, "loss": 3.8025, "step": 405 }, { "epoch": 0.05243227497815322, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8891157507896423, "eval_runtime": 14.8253, "eval_samples_per_second": 2.968, "eval_steps_per_second": 0.202, "step": 405 }, { "epoch": 0.052561737385506686, "grad_norm": 3.703355461870673, "learning_rate": 6.565329883570505e-07, "loss": 6.5244, "step": 406 }, { "epoch": 0.05269119979286015, "grad_norm": 3.380054763866634, "learning_rate": 6.581500646830531e-07, "loss": 5.3091, "step": 407 }, { "epoch": 0.052820662200213614, "grad_norm": 3.84788336684906, "learning_rate": 6.597671410090558e-07, "loss": 6.6704, "step": 408 }, { "epoch": 0.05295012460756708, "grad_norm": 2.375997572908149, "learning_rate": 6.613842173350583e-07, "loss": 3.1401, "step": 409 }, { "epoch": 0.05307958701492054, "grad_norm": 2.2528166969422854, "learning_rate": 6.630012936610608e-07, "loss": 3.981, "step": 410 }, { "epoch": 0.05307958701492054, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8892045617103577, "eval_runtime": 14.5997, "eval_samples_per_second": 3.014, "eval_steps_per_second": 0.205, "step": 410 }, { "epoch": 0.05320904942227401, "grad_norm": 2.7506030359883282, "learning_rate": 6.646183699870634e-07, "loss": 3.6577, "step": 411 }, { "epoch": 0.05333851182962747, "grad_norm": 2.7556404206790663, "learning_rate": 6.66235446313066e-07, "loss": 4.3684, "step": 412 }, { "epoch": 0.053467974236980936, "grad_norm": 2.6646633731112406, "learning_rate": 6.678525226390686e-07, "loss": 3.9849, "step": 413 }, { "epoch": 0.053597436644334404, "grad_norm": 3.212966981020102, "learning_rate": 6.694695989650713e-07, "loss": 6.1631, "step": 414 }, { "epoch": 0.053726899051687864, "grad_norm": 1.6691294126989227, "learning_rate": 6.710866752910738e-07, "loss": 4.3237, "step": 415 }, { "epoch": 0.053726899051687864, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8884943127632141, "eval_runtime": 14.796, "eval_samples_per_second": 2.974, "eval_steps_per_second": 0.203, "step": 415 }, { "epoch": 0.05385636145904133, "grad_norm": 2.3037675071234434, "learning_rate": 6.727037516170763e-07, "loss": 5.248, "step": 416 }, { "epoch": 0.0539858238663948, "grad_norm": 2.7338076925970465, "learning_rate": 6.74320827943079e-07, "loss": 5.0679, "step": 417 }, { "epoch": 0.05411528627374826, "grad_norm": 3.3411195413599852, "learning_rate": 6.759379042690815e-07, "loss": 5.0293, "step": 418 }, { "epoch": 0.054244748681101726, "grad_norm": 2.8988184361633214, "learning_rate": 6.775549805950841e-07, "loss": 4.6348, "step": 419 }, { "epoch": 0.05437421108845519, "grad_norm": 3.258555741636187, "learning_rate": 6.791720569210868e-07, "loss": 5.2798, "step": 420 }, { "epoch": 0.05437421108845519, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8904474377632141, "eval_runtime": 13.7417, "eval_samples_per_second": 3.202, "eval_steps_per_second": 0.218, "step": 420 }, { "epoch": 0.054503673495808654, "grad_norm": 2.845290843273376, "learning_rate": 6.807891332470893e-07, "loss": 5.0366, "step": 421 }, { "epoch": 0.05463313590316212, "grad_norm": 3.229948321320305, "learning_rate": 6.824062095730918e-07, "loss": 5.7407, "step": 422 }, { "epoch": 0.05476259831051558, "grad_norm": 3.986785020505741, "learning_rate": 6.840232858990945e-07, "loss": 6.0254, "step": 423 }, { "epoch": 0.05489206071786905, "grad_norm": 2.4422246084783574, "learning_rate": 6.85640362225097e-07, "loss": 4.2644, "step": 424 }, { "epoch": 0.055021523125222516, "grad_norm": 1.2793166510673597, "learning_rate": 6.872574385510997e-07, "loss": 2.6863, "step": 425 }, { "epoch": 0.055021523125222516, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8899147510528564, "eval_runtime": 15.7681, "eval_samples_per_second": 2.79, "eval_steps_per_second": 0.19, "step": 425 }, { "epoch": 0.055150985532575976, "grad_norm": 2.97927622169673, "learning_rate": 6.888745148771023e-07, "loss": 5.5723, "step": 426 }, { "epoch": 0.05528044793992944, "grad_norm": 3.6203735487325255, "learning_rate": 6.904915912031049e-07, "loss": 5.0869, "step": 427 }, { "epoch": 0.05540991034728291, "grad_norm": 1.9163894983398424, "learning_rate": 6.921086675291075e-07, "loss": 4.2043, "step": 428 }, { "epoch": 0.05553937275463637, "grad_norm": 3.4733572365302283, "learning_rate": 6.9372574385511e-07, "loss": 5.252, "step": 429 }, { "epoch": 0.05566883516198984, "grad_norm": 3.566197558885763, "learning_rate": 6.953428201811125e-07, "loss": 5.3286, "step": 430 }, { "epoch": 0.05566883516198984, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8918678760528564, "eval_runtime": 13.5644, "eval_samples_per_second": 3.244, "eval_steps_per_second": 0.221, "step": 430 }, { "epoch": 0.055798297569343305, "grad_norm": 2.035928802771165, "learning_rate": 6.969598965071152e-07, "loss": 4.3062, "step": 431 }, { "epoch": 0.055927759976696766, "grad_norm": 3.3999902557564505, "learning_rate": 6.985769728331178e-07, "loss": 5.4189, "step": 432 }, { "epoch": 0.05605722238405023, "grad_norm": 2.4809527375688374, "learning_rate": 7.001940491591204e-07, "loss": 4.335, "step": 433 }, { "epoch": 0.05618668479140369, "grad_norm": 1.5447436872047051, "learning_rate": 7.01811125485123e-07, "loss": 3.5166, "step": 434 }, { "epoch": 0.05631614719875716, "grad_norm": 2.1227145286062705, "learning_rate": 7.034282018111255e-07, "loss": 3.7466, "step": 435 }, { "epoch": 0.05631614719875716, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8898259997367859, "eval_runtime": 13.4876, "eval_samples_per_second": 3.262, "eval_steps_per_second": 0.222, "step": 435 }, { "epoch": 0.05644560960611063, "grad_norm": 2.8037983416166057, "learning_rate": 7.050452781371281e-07, "loss": 4.9492, "step": 436 }, { "epoch": 0.05657507201346409, "grad_norm": 2.618688269998642, "learning_rate": 7.066623544631307e-07, "loss": 4.6328, "step": 437 }, { "epoch": 0.056704534420817555, "grad_norm": 2.36505143201812, "learning_rate": 7.082794307891333e-07, "loss": 4.5103, "step": 438 }, { "epoch": 0.05683399682817102, "grad_norm": 2.525390782647627, "learning_rate": 7.098965071151359e-07, "loss": 5.0796, "step": 439 }, { "epoch": 0.05696345923552448, "grad_norm": 2.371315772725317, "learning_rate": 7.115135834411385e-07, "loss": 3.8354, "step": 440 }, { "epoch": 0.05696345923552448, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8881391882896423, "eval_runtime": 14.4353, "eval_samples_per_second": 3.048, "eval_steps_per_second": 0.208, "step": 440 }, { "epoch": 0.05709292164287795, "grad_norm": 2.389207964725016, "learning_rate": 7.131306597671412e-07, "loss": 4.4639, "step": 441 }, { "epoch": 0.05722238405023142, "grad_norm": 2.431164961294971, "learning_rate": 7.147477360931436e-07, "loss": 4.1638, "step": 442 }, { "epoch": 0.05735184645758488, "grad_norm": 1.8199313844536043, "learning_rate": 7.163648124191462e-07, "loss": 3.2183, "step": 443 }, { "epoch": 0.057481308864938345, "grad_norm": 2.624071289645593, "learning_rate": 7.179818887451489e-07, "loss": 5.0615, "step": 444 }, { "epoch": 0.057610771272291805, "grad_norm": 2.921808231280524, "learning_rate": 7.195989650711514e-07, "loss": 5.3948, "step": 445 }, { "epoch": 0.057610771272291805, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8890269994735718, "eval_runtime": 14.2128, "eval_samples_per_second": 3.096, "eval_steps_per_second": 0.211, "step": 445 }, { "epoch": 0.05774023367964527, "grad_norm": 2.4882204607921357, "learning_rate": 7.212160413971541e-07, "loss": 5.0454, "step": 446 }, { "epoch": 0.05786969608699874, "grad_norm": 5.292947670925015, "learning_rate": 7.228331177231567e-07, "loss": 7.4385, "step": 447 }, { "epoch": 0.0579991584943522, "grad_norm": 3.5914756621173463, "learning_rate": 7.244501940491591e-07, "loss": 5.6191, "step": 448 }, { "epoch": 0.05812862090170567, "grad_norm": 2.447688584948203, "learning_rate": 7.260672703751617e-07, "loss": 4.2495, "step": 449 }, { "epoch": 0.058258083309059135, "grad_norm": 2.1663943903015634, "learning_rate": 7.276843467011643e-07, "loss": 3.2456, "step": 450 }, { "epoch": 0.058258083309059135, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8911576867103577, "eval_runtime": 14.5949, "eval_samples_per_second": 3.015, "eval_steps_per_second": 0.206, "step": 450 }, { "epoch": 0.058387545716412595, "grad_norm": 2.8159884845122183, "learning_rate": 7.293014230271669e-07, "loss": 4.5798, "step": 451 }, { "epoch": 0.05851700812376606, "grad_norm": 3.1860772839931486, "learning_rate": 7.309184993531696e-07, "loss": 5.5576, "step": 452 }, { "epoch": 0.05864647053111953, "grad_norm": 3.1715276442448603, "learning_rate": 7.325355756791721e-07, "loss": 5.3296, "step": 453 }, { "epoch": 0.05877593293847299, "grad_norm": 1.8783448074542377, "learning_rate": 7.341526520051748e-07, "loss": 4.0239, "step": 454 }, { "epoch": 0.05890539534582646, "grad_norm": 1.6432187545216004, "learning_rate": 7.357697283311773e-07, "loss": 3.6694, "step": 455 }, { "epoch": 0.05890539534582646, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8937322497367859, "eval_runtime": 15.0472, "eval_samples_per_second": 2.924, "eval_steps_per_second": 0.199, "step": 455 }, { "epoch": 0.05903485775317992, "grad_norm": 3.9878701303834188, "learning_rate": 7.373868046571798e-07, "loss": 5.7021, "step": 456 }, { "epoch": 0.059164320160533385, "grad_norm": 2.795985084096421, "learning_rate": 7.390038809831824e-07, "loss": 4.4189, "step": 457 }, { "epoch": 0.05929378256788685, "grad_norm": 3.6794018234948163, "learning_rate": 7.406209573091851e-07, "loss": 4.9004, "step": 458 }, { "epoch": 0.05942324497524031, "grad_norm": 3.1117472837893887, "learning_rate": 7.422380336351876e-07, "loss": 5.7109, "step": 459 }, { "epoch": 0.05955270738259378, "grad_norm": 3.6666275759650735, "learning_rate": 7.438551099611903e-07, "loss": 5.7236, "step": 460 }, { "epoch": 0.05955270738259378, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8926668763160706, "eval_runtime": 14.9814, "eval_samples_per_second": 2.937, "eval_steps_per_second": 0.2, "step": 460 }, { "epoch": 0.05968216978994725, "grad_norm": 4.109836747246771, "learning_rate": 7.454721862871928e-07, "loss": 5.9663, "step": 461 }, { "epoch": 0.05981163219730071, "grad_norm": 2.9539081126626514, "learning_rate": 7.470892626131953e-07, "loss": 5.04, "step": 462 }, { "epoch": 0.059941094604654174, "grad_norm": 2.108616044894569, "learning_rate": 7.48706338939198e-07, "loss": 4.1074, "step": 463 }, { "epoch": 0.06007055701200764, "grad_norm": 2.3062645651100695, "learning_rate": 7.503234152652006e-07, "loss": 4.207, "step": 464 }, { "epoch": 0.0602000194193611, "grad_norm": 1.970504808382239, "learning_rate": 7.519404915912032e-07, "loss": 3.3633, "step": 465 }, { "epoch": 0.0602000194193611, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8894708752632141, "eval_runtime": 14.5718, "eval_samples_per_second": 3.02, "eval_steps_per_second": 0.206, "step": 465 }, { "epoch": 0.06032948182671457, "grad_norm": 3.7110334716004316, "learning_rate": 7.535575679172058e-07, "loss": 5.3782, "step": 466 }, { "epoch": 0.06045894423406803, "grad_norm": 3.2511972407968432, "learning_rate": 7.551746442432084e-07, "loss": 5.1436, "step": 467 }, { "epoch": 0.0605884066414215, "grad_norm": 4.045181351030494, "learning_rate": 7.567917205692108e-07, "loss": 5.3154, "step": 468 }, { "epoch": 0.060717869048774964, "grad_norm": 2.5219104109115245, "learning_rate": 7.584087968952135e-07, "loss": 4.4136, "step": 469 }, { "epoch": 0.060847331456128424, "grad_norm": 2.655383749644346, "learning_rate": 7.600258732212161e-07, "loss": 4.3418, "step": 470 }, { "epoch": 0.060847331456128424, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8932883739471436, "eval_runtime": 14.3407, "eval_samples_per_second": 3.068, "eval_steps_per_second": 0.209, "step": 470 }, { "epoch": 0.06097679386348189, "grad_norm": 3.162879797053235, "learning_rate": 7.616429495472187e-07, "loss": 5.5503, "step": 471 }, { "epoch": 0.06110625627083536, "grad_norm": 2.4947505686132256, "learning_rate": 7.632600258732213e-07, "loss": 4.1929, "step": 472 }, { "epoch": 0.06123571867818882, "grad_norm": 2.4022537273906552, "learning_rate": 7.64877102199224e-07, "loss": 4.6172, "step": 473 }, { "epoch": 0.061365181085542286, "grad_norm": 2.786311565932309, "learning_rate": 7.664941785252264e-07, "loss": 4.5874, "step": 474 }, { "epoch": 0.061494643492895754, "grad_norm": 2.7403569099140204, "learning_rate": 7.68111254851229e-07, "loss": 4.144, "step": 475 }, { "epoch": 0.061494643492895754, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8924005627632141, "eval_runtime": 15.4681, "eval_samples_per_second": 2.845, "eval_steps_per_second": 0.194, "step": 475 }, { "epoch": 0.061624105900249214, "grad_norm": 4.056895151035421, "learning_rate": 7.697283311772316e-07, "loss": 6.5996, "step": 476 }, { "epoch": 0.06175356830760268, "grad_norm": 3.019615547745032, "learning_rate": 7.713454075032342e-07, "loss": 4.4626, "step": 477 }, { "epoch": 0.06188303071495614, "grad_norm": 1.7076858671943458, "learning_rate": 7.729624838292368e-07, "loss": 3.6279, "step": 478 }, { "epoch": 0.06201249312230961, "grad_norm": 4.584219984959799, "learning_rate": 7.745795601552395e-07, "loss": 5.9634, "step": 479 }, { "epoch": 0.062141955529663076, "grad_norm": 2.588902587312457, "learning_rate": 7.761966364812419e-07, "loss": 4.2678, "step": 480 }, { "epoch": 0.062141955529663076, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8933771252632141, "eval_runtime": 15.4397, "eval_samples_per_second": 2.85, "eval_steps_per_second": 0.194, "step": 480 }, { "epoch": 0.062271417937016536, "grad_norm": 3.2694234740804493, "learning_rate": 7.778137128072445e-07, "loss": 4.5474, "step": 481 }, { "epoch": 0.062400880344370004, "grad_norm": 2.744101141601191, "learning_rate": 7.794307891332472e-07, "loss": 4.4507, "step": 482 }, { "epoch": 0.06253034275172346, "grad_norm": 2.6973642665625928, "learning_rate": 7.810478654592497e-07, "loss": 4.2295, "step": 483 }, { "epoch": 0.06265980515907693, "grad_norm": 2.8343522695658883, "learning_rate": 7.826649417852523e-07, "loss": 4.8569, "step": 484 }, { "epoch": 0.0627892675664304, "grad_norm": 1.5759981758527295, "learning_rate": 7.84282018111255e-07, "loss": 3.3433, "step": 485 }, { "epoch": 0.0627892675664304, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8951526880264282, "eval_runtime": 14.3716, "eval_samples_per_second": 3.062, "eval_steps_per_second": 0.209, "step": 485 }, { "epoch": 0.06291872997378387, "grad_norm": 3.065308612184375, "learning_rate": 7.858990944372575e-07, "loss": 4.9492, "step": 486 }, { "epoch": 0.06304819238113733, "grad_norm": 3.6197399144473685, "learning_rate": 7.8751617076326e-07, "loss": 5.8706, "step": 487 }, { "epoch": 0.06317765478849079, "grad_norm": 4.4138003218402035, "learning_rate": 7.891332470892627e-07, "loss": 5.9075, "step": 488 }, { "epoch": 0.06330711719584425, "grad_norm": 3.647047343731257, "learning_rate": 7.907503234152652e-07, "loss": 5.3857, "step": 489 }, { "epoch": 0.06343657960319772, "grad_norm": 2.087150238196096, "learning_rate": 7.923673997412679e-07, "loss": 3.5122, "step": 490 }, { "epoch": 0.06343657960319772, "eval_PRM Accuracy": 0.39622641509433965, "eval_PRM F1": 0.42857142857142855, "eval_PRM F1 AUC": 0.5358826610790991, "eval_PRM F1 Neg": 0.36, "eval_PRM NPV": 0.23376623376623376, "eval_PRM Precision": 0.8275862068965517, "eval_PRM Recall": 0.2891566265060241, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8950639367103577, "eval_runtime": 14.6726, "eval_samples_per_second": 2.999, "eval_steps_per_second": 0.204, "step": 490 }, { "epoch": 0.06356604201055119, "grad_norm": 2.915236854067916, "learning_rate": 7.939844760672705e-07, "loss": 4.5864, "step": 491 }, { "epoch": 0.06369550441790466, "grad_norm": 3.8377116990770133, "learning_rate": 7.956015523932731e-07, "loss": 5.5801, "step": 492 }, { "epoch": 0.06382496682525812, "grad_norm": 1.4409468802970715, "learning_rate": 7.972186287192756e-07, "loss": 3.3596, "step": 493 }, { "epoch": 0.06395442923261158, "grad_norm": 2.1640560193412863, "learning_rate": 7.988357050452782e-07, "loss": 4.2856, "step": 494 }, { "epoch": 0.06408389163996504, "grad_norm": 3.1133391337473446, "learning_rate": 8.004527813712807e-07, "loss": 4.3745, "step": 495 }, { "epoch": 0.06408389163996504, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8969282507896423, "eval_runtime": 13.4116, "eval_samples_per_second": 3.281, "eval_steps_per_second": 0.224, "step": 495 }, { "epoch": 0.06421335404731851, "grad_norm": 3.1589057385124737, "learning_rate": 8.020698576972834e-07, "loss": 4.1719, "step": 496 }, { "epoch": 0.06434281645467198, "grad_norm": 2.5352609093998444, "learning_rate": 8.03686934023286e-07, "loss": 4.3894, "step": 497 }, { "epoch": 0.06447227886202545, "grad_norm": 2.52113941438638, "learning_rate": 8.053040103492886e-07, "loss": 4.124, "step": 498 }, { "epoch": 0.0646017412693789, "grad_norm": 2.444114794921976, "learning_rate": 8.069210866752912e-07, "loss": 4.2605, "step": 499 }, { "epoch": 0.06473120367673237, "grad_norm": 1.8003741061422533, "learning_rate": 8.085381630012937e-07, "loss": 3.2925, "step": 500 }, { "epoch": 0.06473120367673237, "eval_PRM Accuracy": 0.3867924528301887, "eval_PRM F1": 0.4144144144144144, "eval_PRM F1 AUC": 0.5298585646935569, "eval_PRM F1 Neg": 0.3564356435643564, "eval_PRM NPV": 0.23076923076923078, "eval_PRM Precision": 0.8214285714285714, "eval_PRM Recall": 0.27710843373493976, "eval_PRM Specificty": 0.782608695652174, "eval_loss": 0.8959516882896423, "eval_runtime": 15.069, "eval_samples_per_second": 2.92, "eval_steps_per_second": 0.199, "step": 500 } ], "logging_steps": 1, "max_steps": 7724, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 419680048021504.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }