{ "best_metric": 1.6399972438812256, "best_model_checkpoint": "miner_id_24/checkpoint-75", "epoch": 0.8463251670378619, "eval_steps": 25, "global_step": 95, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.008908685968819599, "grad_norm": 0.18496087193489075, "learning_rate": 3.3333333333333335e-05, "loss": 1.741, "step": 1 }, { "epoch": 0.008908685968819599, "eval_loss": 3.07926607131958, "eval_runtime": 1.3178, "eval_samples_per_second": 37.942, "eval_steps_per_second": 9.865, "step": 1 }, { "epoch": 0.017817371937639197, "grad_norm": 0.30081647634506226, "learning_rate": 6.666666666666667e-05, "loss": 1.9502, "step": 2 }, { "epoch": 0.026726057906458798, "grad_norm": 0.3343985676765442, "learning_rate": 0.0001, "loss": 2.002, "step": 3 }, { "epoch": 0.035634743875278395, "grad_norm": 0.41109001636505127, "learning_rate": 9.997376600647783e-05, "loss": 2.201, "step": 4 }, { "epoch": 0.044543429844097995, "grad_norm": 0.7292845249176025, "learning_rate": 9.989509461357426e-05, "loss": 2.2034, "step": 5 }, { "epoch": 0.053452115812917596, "grad_norm": 0.8778089284896851, "learning_rate": 9.976407754861426e-05, "loss": 2.2094, "step": 6 }, { "epoch": 0.062360801781737196, "grad_norm": 0.951178789138794, "learning_rate": 9.958086757163489e-05, "loss": 2.2606, "step": 7 }, { "epoch": 0.07126948775055679, "grad_norm": 1.0270860195159912, "learning_rate": 9.934567829727386e-05, "loss": 2.0743, "step": 8 }, { "epoch": 0.0801781737193764, "grad_norm": 1.2767945528030396, "learning_rate": 9.905878394570453e-05, "loss": 2.098, "step": 9 }, { "epoch": 0.08908685968819599, "grad_norm": 1.7894222736358643, "learning_rate": 9.872051902290737e-05, "loss": 2.1384, "step": 10 }, { "epoch": 0.09799554565701558, "grad_norm": 3.396165609359741, "learning_rate": 9.833127793065098e-05, "loss": 2.1703, "step": 11 }, { "epoch": 0.10690423162583519, "grad_norm": 5.618720054626465, "learning_rate": 9.789151450663723e-05, "loss": 2.5506, "step": 12 }, { "epoch": 0.11581291759465479, "grad_norm": 2.275839328765869, "learning_rate": 9.740174149534693e-05, "loss": 1.8587, "step": 13 }, { "epoch": 0.12472160356347439, "grad_norm": 2.746622085571289, "learning_rate": 9.686252995020249e-05, "loss": 1.798, "step": 14 }, { "epoch": 0.133630289532294, "grad_norm": 2.8444738388061523, "learning_rate": 9.627450856774539e-05, "loss": 1.9514, "step": 15 }, { "epoch": 0.14253897550111358, "grad_norm": 2.115684747695923, "learning_rate": 9.563836295460398e-05, "loss": 1.9542, "step": 16 }, { "epoch": 0.1514476614699332, "grad_norm": 0.6602462530136108, "learning_rate": 9.495483482810688e-05, "loss": 2.104, "step": 17 }, { "epoch": 0.1603563474387528, "grad_norm": 0.881719172000885, "learning_rate": 9.422472115147382e-05, "loss": 1.9833, "step": 18 }, { "epoch": 0.16926503340757237, "grad_norm": 1.1861454248428345, "learning_rate": 9.3448873204592e-05, "loss": 2.0378, "step": 19 }, { "epoch": 0.17817371937639198, "grad_norm": 1.3595082759857178, "learning_rate": 9.2628195591462e-05, "loss": 1.9566, "step": 20 }, { "epoch": 0.1870824053452116, "grad_norm": 1.370354413986206, "learning_rate": 9.176364518546989e-05, "loss": 1.8311, "step": 21 }, { "epoch": 0.19599109131403117, "grad_norm": 1.342836856842041, "learning_rate": 9.08562300137157e-05, "loss": 1.6923, "step": 22 }, { "epoch": 0.20489977728285078, "grad_norm": 2.256216287612915, "learning_rate": 8.990700808169889e-05, "loss": 1.8718, "step": 23 }, { "epoch": 0.21380846325167038, "grad_norm": 2.138756036758423, "learning_rate": 8.891708613973126e-05, "loss": 1.4693, "step": 24 }, { "epoch": 0.22271714922049, "grad_norm": 9.809110641479492, "learning_rate": 8.788761839251559e-05, "loss": 2.4945, "step": 25 }, { "epoch": 0.22271714922049, "eval_loss": 1.8954325914382935, "eval_runtime": 1.3524, "eval_samples_per_second": 36.973, "eval_steps_per_second": 9.613, "step": 25 }, { "epoch": 0.23162583518930957, "grad_norm": 0.8373345732688904, "learning_rate": 8.681980515339464e-05, "loss": 1.6706, "step": 26 }, { "epoch": 0.24053452115812918, "grad_norm": 1.163488507270813, "learning_rate": 8.571489144483944e-05, "loss": 1.7301, "step": 27 }, { "epoch": 0.24944320712694878, "grad_norm": 1.1382529735565186, "learning_rate": 8.457416554680877e-05, "loss": 2.0414, "step": 28 }, { "epoch": 0.2583518930957684, "grad_norm": 1.076238989830017, "learning_rate": 8.339895749467238e-05, "loss": 1.8797, "step": 29 }, { "epoch": 0.267260579064588, "grad_norm": 0.6631773114204407, "learning_rate": 8.219063752844926e-05, "loss": 1.9993, "step": 30 }, { "epoch": 0.27616926503340755, "grad_norm": 0.5751520395278931, "learning_rate": 8.095061449516903e-05, "loss": 2.0176, "step": 31 }, { "epoch": 0.28507795100222716, "grad_norm": 0.6364066004753113, "learning_rate": 7.968033420621935e-05, "loss": 1.9842, "step": 32 }, { "epoch": 0.29398663697104677, "grad_norm": 0.9461715221405029, "learning_rate": 7.838127775159452e-05, "loss": 1.8146, "step": 33 }, { "epoch": 0.3028953229398664, "grad_norm": 238.696044921875, "learning_rate": 7.705495977301078e-05, "loss": 2.3933, "step": 34 }, { "epoch": 0.311804008908686, "grad_norm": 1.6554421186447144, "learning_rate": 7.570292669790186e-05, "loss": 1.832, "step": 35 }, { "epoch": 0.3207126948775056, "grad_norm": 2.2369461059570312, "learning_rate": 7.43267549363537e-05, "loss": 1.7595, "step": 36 }, { "epoch": 0.32962138084632514, "grad_norm": 3.7828192710876465, "learning_rate": 7.292804904308087e-05, "loss": 1.7807, "step": 37 }, { "epoch": 0.33853006681514475, "grad_norm": 0.3242321312427521, "learning_rate": 7.150843984658754e-05, "loss": 1.6361, "step": 38 }, { "epoch": 0.34743875278396436, "grad_norm": 0.272431343793869, "learning_rate": 7.006958254769438e-05, "loss": 1.5175, "step": 39 }, { "epoch": 0.35634743875278396, "grad_norm": 0.3239157795906067, "learning_rate": 6.861315478964841e-05, "loss": 1.7234, "step": 40 }, { "epoch": 0.36525612472160357, "grad_norm": 0.33828893303871155, "learning_rate": 6.714085470206609e-05, "loss": 1.8196, "step": 41 }, { "epoch": 0.3741648106904232, "grad_norm": 0.2657528519630432, "learning_rate": 6.56543989209901e-05, "loss": 1.9443, "step": 42 }, { "epoch": 0.3830734966592428, "grad_norm": 0.2869246006011963, "learning_rate": 6.415552058736854e-05, "loss": 1.8781, "step": 43 }, { "epoch": 0.39198218262806234, "grad_norm": 0.45465391874313354, "learning_rate": 6.264596732629e-05, "loss": 1.9318, "step": 44 }, { "epoch": 0.40089086859688194, "grad_norm": 0.48262226581573486, "learning_rate": 6.112749920933111e-05, "loss": 1.8857, "step": 45 }, { "epoch": 0.40979955456570155, "grad_norm": 0.5205314755439758, "learning_rate": 5.960188670239154e-05, "loss": 1.8159, "step": 46 }, { "epoch": 0.41870824053452116, "grad_norm": 0.5820050835609436, "learning_rate": 5.80709086014102e-05, "loss": 1.7626, "step": 47 }, { "epoch": 0.42761692650334077, "grad_norm": 0.580387532711029, "learning_rate": 5.653634995836856e-05, "loss": 1.79, "step": 48 }, { "epoch": 0.4365256124721604, "grad_norm": 1.2774957418441772, "learning_rate": 5.500000000000001e-05, "loss": 1.5497, "step": 49 }, { "epoch": 0.44543429844098, "grad_norm": 3.3732056617736816, "learning_rate": 5.346365004163145e-05, "loss": 1.9875, "step": 50 }, { "epoch": 0.44543429844098, "eval_loss": 1.6830428838729858, "eval_runtime": 1.3544, "eval_samples_per_second": 36.918, "eval_steps_per_second": 9.599, "step": 50 }, { "epoch": 0.45434298440979953, "grad_norm": 0.1749906837940216, "learning_rate": 5.192909139858981e-05, "loss": 1.4573, "step": 51 }, { "epoch": 0.46325167037861914, "grad_norm": 0.24041377007961273, "learning_rate": 5.0398113297608465e-05, "loss": 1.5727, "step": 52 }, { "epoch": 0.47216035634743875, "grad_norm": 0.2814582288265228, "learning_rate": 4.887250079066892e-05, "loss": 1.9047, "step": 53 }, { "epoch": 0.48106904231625836, "grad_norm": 0.2837788164615631, "learning_rate": 4.7354032673710005e-05, "loss": 1.8496, "step": 54 }, { "epoch": 0.48997772828507796, "grad_norm": 0.39212217926979065, "learning_rate": 4.584447941263149e-05, "loss": 1.8599, "step": 55 }, { "epoch": 0.49888641425389757, "grad_norm": 0.38298889994621277, "learning_rate": 4.43456010790099e-05, "loss": 2.0186, "step": 56 }, { "epoch": 0.5077951002227171, "grad_norm": 0.43488070368766785, "learning_rate": 4.285914529793391e-05, "loss": 1.9477, "step": 57 }, { "epoch": 0.5167037861915368, "grad_norm": 0.38449931144714355, "learning_rate": 4.13868452103516e-05, "loss": 1.8224, "step": 58 }, { "epoch": 0.5256124721603563, "grad_norm": 0.3880489468574524, "learning_rate": 3.9930417452305626e-05, "loss": 1.7091, "step": 59 }, { "epoch": 0.534521158129176, "grad_norm": 0.4715963900089264, "learning_rate": 3.8491560153412466e-05, "loss": 1.7315, "step": 60 }, { "epoch": 0.5434298440979956, "grad_norm": 0.715391218662262, "learning_rate": 3.707195095691913e-05, "loss": 1.5321, "step": 61 }, { "epoch": 0.5523385300668151, "grad_norm": 2.0922036170959473, "learning_rate": 3.567324506364632e-05, "loss": 1.5336, "step": 62 }, { "epoch": 0.5612472160356348, "grad_norm": 0.21782808005809784, "learning_rate": 3.4297073302098156e-05, "loss": 1.6343, "step": 63 }, { "epoch": 0.5701559020044543, "grad_norm": 0.19122806191444397, "learning_rate": 3.2945040226989244e-05, "loss": 1.7443, "step": 64 }, { "epoch": 0.579064587973274, "grad_norm": 0.21472224593162537, "learning_rate": 3.16187222484055e-05, "loss": 1.9332, "step": 65 }, { "epoch": 0.5879732739420935, "grad_norm": 0.26734206080436707, "learning_rate": 3.0319665793780648e-05, "loss": 1.8899, "step": 66 }, { "epoch": 0.5968819599109132, "grad_norm": 0.25757184624671936, "learning_rate": 2.9049385504830985e-05, "loss": 1.8129, "step": 67 }, { "epoch": 0.6057906458797327, "grad_norm": 0.2645043730735779, "learning_rate": 2.7809362471550748e-05, "loss": 1.9754, "step": 68 }, { "epoch": 0.6146993318485523, "grad_norm": 0.29911720752716064, "learning_rate": 2.660104250532764e-05, "loss": 1.9157, "step": 69 }, { "epoch": 0.623608017817372, "grad_norm": 0.28725001215934753, "learning_rate": 2.5425834453191232e-05, "loss": 1.9434, "step": 70 }, { "epoch": 0.6325167037861915, "grad_norm": 0.3202161192893982, "learning_rate": 2.4285108555160577e-05, "loss": 1.6969, "step": 71 }, { "epoch": 0.6414253897550112, "grad_norm": 0.407610148191452, "learning_rate": 2.3180194846605367e-05, "loss": 1.6947, "step": 72 }, { "epoch": 0.6503340757238307, "grad_norm": 0.6003431081771851, "learning_rate": 2.2112381607484417e-05, "loss": 1.6117, "step": 73 }, { "epoch": 0.6592427616926503, "grad_norm": 0.8933898210525513, "learning_rate": 2.1082913860268765e-05, "loss": 1.4222, "step": 74 }, { "epoch": 0.6681514476614699, "grad_norm": 3.1637096405029297, "learning_rate": 2.0092991918301108e-05, "loss": 1.941, "step": 75 }, { "epoch": 0.6681514476614699, "eval_loss": 1.6399972438812256, "eval_runtime": 1.3568, "eval_samples_per_second": 36.852, "eval_steps_per_second": 9.582, "step": 75 }, { "epoch": 0.6770601336302895, "grad_norm": 0.16422314941883087, "learning_rate": 1.91437699862843e-05, "loss": 1.5677, "step": 76 }, { "epoch": 0.6859688195991092, "grad_norm": 0.21063150465488434, "learning_rate": 1.8236354814530112e-05, "loss": 1.7556, "step": 77 }, { "epoch": 0.6948775055679287, "grad_norm": 0.2691607177257538, "learning_rate": 1.7371804408538024e-05, "loss": 1.8171, "step": 78 }, { "epoch": 0.7037861915367484, "grad_norm": 0.29943981766700745, "learning_rate": 1.6551126795408016e-05, "loss": 1.8864, "step": 79 }, { "epoch": 0.7126948775055679, "grad_norm": 0.3224969804286957, "learning_rate": 1.577527884852619e-05, "loss": 1.8952, "step": 80 }, { "epoch": 0.7216035634743875, "grad_norm": 0.35002103447914124, "learning_rate": 1.5045165171893116e-05, "loss": 1.9489, "step": 81 }, { "epoch": 0.7305122494432071, "grad_norm": 0.3734034597873688, "learning_rate": 1.4361637045396029e-05, "loss": 1.7525, "step": 82 }, { "epoch": 0.7394209354120267, "grad_norm": 0.4094945788383484, "learning_rate": 1.3725491432254624e-05, "loss": 1.911, "step": 83 }, { "epoch": 0.7483296213808464, "grad_norm": 0.4211490750312805, "learning_rate": 1.313747004979751e-05, "loss": 1.6963, "step": 84 }, { "epoch": 0.7572383073496659, "grad_norm": 0.5119789242744446, "learning_rate": 1.2598258504653081e-05, "loss": 1.7085, "step": 85 }, { "epoch": 0.7661469933184856, "grad_norm": 0.638528048992157, "learning_rate": 1.2108485493362765e-05, "loss": 1.4974, "step": 86 }, { "epoch": 0.7750556792873051, "grad_norm": 1.150501012802124, "learning_rate": 1.1668722069349041e-05, "loss": 1.3799, "step": 87 }, { "epoch": 0.7839643652561247, "grad_norm": 0.244547039270401, "learning_rate": 1.1279480977092635e-05, "loss": 1.5573, "step": 88 }, { "epoch": 0.7928730512249443, "grad_norm": 0.22487600147724152, "learning_rate": 1.094121605429547e-05, "loss": 1.4302, "step": 89 }, { "epoch": 0.8017817371937639, "grad_norm": 0.21676325798034668, "learning_rate": 1.0654321702726141e-05, "loss": 1.7492, "step": 90 }, { "epoch": 0.8106904231625836, "grad_norm": 0.2692321538925171, "learning_rate": 1.0419132428365116e-05, "loss": 1.7248, "step": 91 }, { "epoch": 0.8195991091314031, "grad_norm": 0.3116702735424042, "learning_rate": 1.0235922451385733e-05, "loss": 1.7725, "step": 92 }, { "epoch": 0.8285077951002228, "grad_norm": 0.2740122675895691, "learning_rate": 1.0104905386425733e-05, "loss": 1.913, "step": 93 }, { "epoch": 0.8374164810690423, "grad_norm": 0.298614501953125, "learning_rate": 1.002623399352217e-05, "loss": 2.0478, "step": 94 }, { "epoch": 0.8463251670378619, "grad_norm": 0.35496339201927185, "learning_rate": 1e-05, "loss": 1.8879, "step": 95 } ], "logging_steps": 1, "max_steps": 95, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.01808564908458e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }