| { | |
| "best_global_step": 10000, | |
| "best_metric": 6.876064300537109, | |
| "best_model_checkpoint": "distilbert_km_50_v2/checkpoint-10000", | |
| "epoch": 25.0, | |
| "eval_steps": 10000, | |
| "global_step": 59550, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.20990764063811923, | |
| "grad_norm": 2.5942015647888184, | |
| "learning_rate": 5e-06, | |
| "loss": 13.2109, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.41981528127623846, | |
| "grad_norm": 3.0829241275787354, | |
| "learning_rate": 1e-05, | |
| "loss": 11.41, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.6297229219143576, | |
| "grad_norm": 3.9222471714019775, | |
| "learning_rate": 1.5e-05, | |
| "loss": 10.0738, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.8396305625524769, | |
| "grad_norm": 13.29185676574707, | |
| "learning_rate": 2e-05, | |
| "loss": 9.1115, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.0495382031905962, | |
| "grad_norm": 7.1462860107421875, | |
| "learning_rate": 2.5e-05, | |
| "loss": 8.5507, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.2594458438287153, | |
| "grad_norm": 6.569362163543701, | |
| "learning_rate": 3e-05, | |
| "loss": 8.1902, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4693534844668346, | |
| "grad_norm": 10.645280838012695, | |
| "learning_rate": 3.5e-05, | |
| "loss": 7.8821, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.6792611251049538, | |
| "grad_norm": 4.802201271057129, | |
| "learning_rate": 4e-05, | |
| "loss": 7.6653, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.8891687657430731, | |
| "grad_norm": 4.122864246368408, | |
| "learning_rate": 4.5e-05, | |
| "loss": 7.5087, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.0990764063811924, | |
| "grad_norm": 10.079947471618652, | |
| "learning_rate": 5e-05, | |
| "loss": 7.3566, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.3089840470193117, | |
| "grad_norm": 5.222455024719238, | |
| "learning_rate": 5.500000000000001e-05, | |
| "loss": 7.2419, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.5188916876574305, | |
| "grad_norm": 5.6451497077941895, | |
| "learning_rate": 6e-05, | |
| "loss": 7.2088, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.72879932829555, | |
| "grad_norm": 5.035846710205078, | |
| "learning_rate": 6.500000000000001e-05, | |
| "loss": 7.1723, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 2.938706968933669, | |
| "grad_norm": 4.1157097816467285, | |
| "learning_rate": 7e-05, | |
| "loss": 7.1444, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.1486146095717884, | |
| "grad_norm": 5.347066879272461, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 7.0179, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.3585222502099077, | |
| "grad_norm": 6.044243335723877, | |
| "learning_rate": 8e-05, | |
| "loss": 6.9765, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.568429890848027, | |
| "grad_norm": 4.617038726806641, | |
| "learning_rate": 8.5e-05, | |
| "loss": 6.9976, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 3.7783375314861463, | |
| "grad_norm": 5.0755085945129395, | |
| "learning_rate": 9e-05, | |
| "loss": 6.9865, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 3.988245172124265, | |
| "grad_norm": 2.692549228668213, | |
| "learning_rate": 9.5e-05, | |
| "loss": 6.9816, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "grad_norm": 3.265491008758545, | |
| "learning_rate": 0.0001, | |
| "loss": 6.8364, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.198152812762385, | |
| "eval_accuracy": 0.15036589777122347, | |
| "eval_loss": 6.876064300537109, | |
| "eval_runtime": 0.8375, | |
| "eval_samples_per_second": 571.954, | |
| "eval_steps_per_second": 5.97, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.408060453400504, | |
| "grad_norm": 4.12289571762085, | |
| "learning_rate": 9.899091826437942e-05, | |
| "loss": 6.8537, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 4.617968094038623, | |
| "grad_norm": 5.4416680335998535, | |
| "learning_rate": 9.798183652875883e-05, | |
| "loss": 6.862, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 4.827875734676742, | |
| "grad_norm": 3.5069587230682373, | |
| "learning_rate": 9.697275479313825e-05, | |
| "loss": 6.8438, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.037783375314861, | |
| "grad_norm": 3.045193910598755, | |
| "learning_rate": 9.596367305751767e-05, | |
| "loss": 6.8096, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.247691015952981, | |
| "grad_norm": 5.9380998611450195, | |
| "learning_rate": 9.495459132189707e-05, | |
| "loss": 6.6923, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 5.4575986565911, | |
| "grad_norm": 4.184321403503418, | |
| "learning_rate": 9.394550958627649e-05, | |
| "loss": 6.6988, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 5.667506297229219, | |
| "grad_norm": 4.107109546661377, | |
| "learning_rate": 9.293642785065591e-05, | |
| "loss": 6.7132, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 5.877413937867338, | |
| "grad_norm": 3.741273880004883, | |
| "learning_rate": 9.192734611503532e-05, | |
| "loss": 6.7124, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 6.087321578505458, | |
| "grad_norm": 2.995544195175171, | |
| "learning_rate": 9.091826437941474e-05, | |
| "loss": 6.6456, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 6.297229219143577, | |
| "grad_norm": 3.872407913208008, | |
| "learning_rate": 8.990918264379415e-05, | |
| "loss": 6.5725, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 6.507136859781696, | |
| "grad_norm": 2.6585052013397217, | |
| "learning_rate": 8.890010090817356e-05, | |
| "loss": 6.5881, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 6.717044500419815, | |
| "grad_norm": 3.190882921218872, | |
| "learning_rate": 8.789101917255298e-05, | |
| "loss": 6.5996, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 6.926952141057934, | |
| "grad_norm": 3.574570894241333, | |
| "learning_rate": 8.68819374369324e-05, | |
| "loss": 6.5989, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 7.136859781696054, | |
| "grad_norm": 3.1599719524383545, | |
| "learning_rate": 8.58728557013118e-05, | |
| "loss": 6.5096, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 7.346767422334173, | |
| "grad_norm": 3.929410457611084, | |
| "learning_rate": 8.486377396569122e-05, | |
| "loss": 6.4787, | |
| "step": 17500 | |
| }, | |
| { | |
| "epoch": 7.5566750629722925, | |
| "grad_norm": 3.347877264022827, | |
| "learning_rate": 8.385469223007064e-05, | |
| "loss": 6.4918, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 7.766582703610411, | |
| "grad_norm": 2.7393689155578613, | |
| "learning_rate": 8.284561049445006e-05, | |
| "loss": 6.4952, | |
| "step": 18500 | |
| }, | |
| { | |
| "epoch": 7.97649034424853, | |
| "grad_norm": 4.251912593841553, | |
| "learning_rate": 8.183652875882947e-05, | |
| "loss": 6.5015, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 8.18639798488665, | |
| "grad_norm": 2.8671343326568604, | |
| "learning_rate": 8.082744702320889e-05, | |
| "loss": 6.3982, | |
| "step": 19500 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "grad_norm": 3.1719858646392822, | |
| "learning_rate": 7.98183652875883e-05, | |
| "loss": 6.4025, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.39630562552477, | |
| "eval_accuracy": 0.15160358034737226, | |
| "eval_loss": 6.9073638916015625, | |
| "eval_runtime": 0.8356, | |
| "eval_samples_per_second": 573.232, | |
| "eval_steps_per_second": 5.984, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 8.606213266162888, | |
| "grad_norm": 3.0642356872558594, | |
| "learning_rate": 7.880928355196771e-05, | |
| "loss": 6.4029, | |
| "step": 20500 | |
| }, | |
| { | |
| "epoch": 8.816120906801007, | |
| "grad_norm": 4.562249660491943, | |
| "learning_rate": 7.780020181634713e-05, | |
| "loss": 6.4171, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 9.026028547439127, | |
| "grad_norm": 3.9007492065429688, | |
| "learning_rate": 7.679112008072655e-05, | |
| "loss": 6.4083, | |
| "step": 21500 | |
| }, | |
| { | |
| "epoch": 9.235936188077247, | |
| "grad_norm": 3.7150356769561768, | |
| "learning_rate": 7.578203834510595e-05, | |
| "loss": 6.3229, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 9.445843828715365, | |
| "grad_norm": 4.066181659698486, | |
| "learning_rate": 7.477295660948537e-05, | |
| "loss": 6.3272, | |
| "step": 22500 | |
| }, | |
| { | |
| "epoch": 9.655751469353484, | |
| "grad_norm": 3.8810086250305176, | |
| "learning_rate": 7.376387487386479e-05, | |
| "loss": 6.3347, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 9.865659109991604, | |
| "grad_norm": 3.259021759033203, | |
| "learning_rate": 7.27547931382442e-05, | |
| "loss": 6.3426, | |
| "step": 23500 | |
| }, | |
| { | |
| "epoch": 10.075566750629722, | |
| "grad_norm": 3.6049447059631348, | |
| "learning_rate": 7.174571140262362e-05, | |
| "loss": 6.3148, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 10.285474391267842, | |
| "grad_norm": 4.684219837188721, | |
| "learning_rate": 7.073662966700304e-05, | |
| "loss": 6.2732, | |
| "step": 24500 | |
| }, | |
| { | |
| "epoch": 10.495382031905962, | |
| "grad_norm": 3.5771358013153076, | |
| "learning_rate": 6.972754793138244e-05, | |
| "loss": 6.2751, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 10.705289672544081, | |
| "grad_norm": 5.011735916137695, | |
| "learning_rate": 6.871846619576186e-05, | |
| "loss": 6.2767, | |
| "step": 25500 | |
| }, | |
| { | |
| "epoch": 10.9151973131822, | |
| "grad_norm": 3.1461920738220215, | |
| "learning_rate": 6.770938446014128e-05, | |
| "loss": 6.2834, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 11.125104953820319, | |
| "grad_norm": 5.479197025299072, | |
| "learning_rate": 6.670030272452068e-05, | |
| "loss": 6.2464, | |
| "step": 26500 | |
| }, | |
| { | |
| "epoch": 11.335012594458439, | |
| "grad_norm": 4.422645568847656, | |
| "learning_rate": 6.56912209889001e-05, | |
| "loss": 6.2232, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 11.544920235096557, | |
| "grad_norm": 4.456131458282471, | |
| "learning_rate": 6.468213925327952e-05, | |
| "loss": 6.2254, | |
| "step": 27500 | |
| }, | |
| { | |
| "epoch": 11.754827875734676, | |
| "grad_norm": 4.289433479309082, | |
| "learning_rate": 6.367305751765893e-05, | |
| "loss": 6.2265, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 11.964735516372796, | |
| "grad_norm": 4.341806411743164, | |
| "learning_rate": 6.266397578203835e-05, | |
| "loss": 6.2293, | |
| "step": 28500 | |
| }, | |
| { | |
| "epoch": 12.174643157010916, | |
| "grad_norm": 2.852874755859375, | |
| "learning_rate": 6.165489404641777e-05, | |
| "loss": 6.1935, | |
| "step": 29000 | |
| }, | |
| { | |
| "epoch": 12.384550797649034, | |
| "grad_norm": 3.42668080329895, | |
| "learning_rate": 6.064581231079718e-05, | |
| "loss": 6.1776, | |
| "step": 29500 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "grad_norm": 3.047215700149536, | |
| "learning_rate": 5.963673057517659e-05, | |
| "loss": 6.1886, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.594458438287154, | |
| "eval_accuracy": 0.15434983350589027, | |
| "eval_loss": 6.9720139503479, | |
| "eval_runtime": 0.8333, | |
| "eval_samples_per_second": 574.789, | |
| "eval_steps_per_second": 6.0, | |
| "step": 30000 | |
| }, | |
| { | |
| "epoch": 12.804366078925273, | |
| "grad_norm": 4.062623977661133, | |
| "learning_rate": 5.8627648839556e-05, | |
| "loss": 6.1831, | |
| "step": 30500 | |
| }, | |
| { | |
| "epoch": 13.014273719563391, | |
| "grad_norm": 2.6942687034606934, | |
| "learning_rate": 5.7618567103935416e-05, | |
| "loss": 6.1829, | |
| "step": 31000 | |
| }, | |
| { | |
| "epoch": 13.224181360201511, | |
| "grad_norm": 5.287597179412842, | |
| "learning_rate": 5.660948536831484e-05, | |
| "loss": 6.1502, | |
| "step": 31500 | |
| }, | |
| { | |
| "epoch": 13.43408900083963, | |
| "grad_norm": 3.7545247077941895, | |
| "learning_rate": 5.5600403632694254e-05, | |
| "loss": 6.1447, | |
| "step": 32000 | |
| }, | |
| { | |
| "epoch": 13.64399664147775, | |
| "grad_norm": 2.194673538208008, | |
| "learning_rate": 5.4591321897073666e-05, | |
| "loss": 6.1526, | |
| "step": 32500 | |
| }, | |
| { | |
| "epoch": 13.853904282115868, | |
| "grad_norm": 3.4157662391662598, | |
| "learning_rate": 5.358224016145308e-05, | |
| "loss": 6.1503, | |
| "step": 33000 | |
| }, | |
| { | |
| "epoch": 14.063811922753988, | |
| "grad_norm": 3.2840874195098877, | |
| "learning_rate": 5.257315842583249e-05, | |
| "loss": 6.1373, | |
| "step": 33500 | |
| }, | |
| { | |
| "epoch": 14.273719563392108, | |
| "grad_norm": 3.1655707359313965, | |
| "learning_rate": 5.15640766902119e-05, | |
| "loss": 6.1129, | |
| "step": 34000 | |
| }, | |
| { | |
| "epoch": 14.483627204030226, | |
| "grad_norm": 3.0090761184692383, | |
| "learning_rate": 5.055499495459133e-05, | |
| "loss": 6.1174, | |
| "step": 34500 | |
| }, | |
| { | |
| "epoch": 14.693534844668346, | |
| "grad_norm": 3.265897750854492, | |
| "learning_rate": 4.954591321897074e-05, | |
| "loss": 6.1142, | |
| "step": 35000 | |
| }, | |
| { | |
| "epoch": 14.903442485306465, | |
| "grad_norm": 2.526585340499878, | |
| "learning_rate": 4.853683148335015e-05, | |
| "loss": 6.1158, | |
| "step": 35500 | |
| }, | |
| { | |
| "epoch": 15.113350125944585, | |
| "grad_norm": 3.0448718070983887, | |
| "learning_rate": 4.7527749747729566e-05, | |
| "loss": 6.1022, | |
| "step": 36000 | |
| }, | |
| { | |
| "epoch": 15.323257766582703, | |
| "grad_norm": 2.9147238731384277, | |
| "learning_rate": 4.6518668012108985e-05, | |
| "loss": 6.0919, | |
| "step": 36500 | |
| }, | |
| { | |
| "epoch": 15.533165407220823, | |
| "grad_norm": 2.7290289402008057, | |
| "learning_rate": 4.55095862764884e-05, | |
| "loss": 6.0861, | |
| "step": 37000 | |
| }, | |
| { | |
| "epoch": 15.743073047858942, | |
| "grad_norm": 4.233330726623535, | |
| "learning_rate": 4.450050454086781e-05, | |
| "loss": 6.0909, | |
| "step": 37500 | |
| }, | |
| { | |
| "epoch": 15.95298068849706, | |
| "grad_norm": 2.52457594871521, | |
| "learning_rate": 4.349142280524723e-05, | |
| "loss": 6.0872, | |
| "step": 38000 | |
| }, | |
| { | |
| "epoch": 16.162888329135182, | |
| "grad_norm": 4.0439133644104, | |
| "learning_rate": 4.248234106962664e-05, | |
| "loss": 6.0715, | |
| "step": 38500 | |
| }, | |
| { | |
| "epoch": 16.3727959697733, | |
| "grad_norm": 1.935972809791565, | |
| "learning_rate": 4.147325933400605e-05, | |
| "loss": 6.0652, | |
| "step": 39000 | |
| }, | |
| { | |
| "epoch": 16.582703610411418, | |
| "grad_norm": 3.7831125259399414, | |
| "learning_rate": 4.046417759838547e-05, | |
| "loss": 6.0712, | |
| "step": 39500 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "grad_norm": 2.656057834625244, | |
| "learning_rate": 3.9455095862764884e-05, | |
| "loss": 6.0593, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 16.79261125104954, | |
| "eval_accuracy": 0.15220926320511383, | |
| "eval_loss": 7.052610874176025, | |
| "eval_runtime": 0.9038, | |
| "eval_samples_per_second": 530.01, | |
| "eval_steps_per_second": 5.532, | |
| "step": 40000 | |
| }, | |
| { | |
| "epoch": 17.002518891687657, | |
| "grad_norm": 1.914518117904663, | |
| "learning_rate": 3.84460141271443e-05, | |
| "loss": 6.0658, | |
| "step": 40500 | |
| }, | |
| { | |
| "epoch": 17.212426532325775, | |
| "grad_norm": 2.8532705307006836, | |
| "learning_rate": 3.7436932391523715e-05, | |
| "loss": 6.0438, | |
| "step": 41000 | |
| }, | |
| { | |
| "epoch": 17.422334172963897, | |
| "grad_norm": 3.562371015548706, | |
| "learning_rate": 3.642785065590313e-05, | |
| "loss": 6.0399, | |
| "step": 41500 | |
| }, | |
| { | |
| "epoch": 17.632241813602015, | |
| "grad_norm": 2.576478958129883, | |
| "learning_rate": 3.541876892028255e-05, | |
| "loss": 6.0412, | |
| "step": 42000 | |
| }, | |
| { | |
| "epoch": 17.842149454240133, | |
| "grad_norm": 2.1456174850463867, | |
| "learning_rate": 3.440968718466196e-05, | |
| "loss": 6.0393, | |
| "step": 42500 | |
| }, | |
| { | |
| "epoch": 18.052057094878254, | |
| "grad_norm": 2.9254274368286133, | |
| "learning_rate": 3.340060544904137e-05, | |
| "loss": 6.0328, | |
| "step": 43000 | |
| }, | |
| { | |
| "epoch": 18.261964735516372, | |
| "grad_norm": 1.6633203029632568, | |
| "learning_rate": 3.239152371342079e-05, | |
| "loss": 6.0224, | |
| "step": 43500 | |
| }, | |
| { | |
| "epoch": 18.471872376154494, | |
| "grad_norm": 3.052461624145508, | |
| "learning_rate": 3.13824419778002e-05, | |
| "loss": 6.0194, | |
| "step": 44000 | |
| }, | |
| { | |
| "epoch": 18.68178001679261, | |
| "grad_norm": 5.925746917724609, | |
| "learning_rate": 3.0373360242179615e-05, | |
| "loss": 6.0228, | |
| "step": 44500 | |
| }, | |
| { | |
| "epoch": 18.89168765743073, | |
| "grad_norm": 3.373609781265259, | |
| "learning_rate": 2.9364278506559034e-05, | |
| "loss": 6.0236, | |
| "step": 45000 | |
| }, | |
| { | |
| "epoch": 19.10159529806885, | |
| "grad_norm": 3.2891108989715576, | |
| "learning_rate": 2.8355196770938446e-05, | |
| "loss": 6.0156, | |
| "step": 45500 | |
| }, | |
| { | |
| "epoch": 19.31150293870697, | |
| "grad_norm": 1.40165376663208, | |
| "learning_rate": 2.734611503531786e-05, | |
| "loss": 6.0019, | |
| "step": 46000 | |
| }, | |
| { | |
| "epoch": 19.521410579345087, | |
| "grad_norm": 3.0847766399383545, | |
| "learning_rate": 2.6337033299697278e-05, | |
| "loss": 6.0044, | |
| "step": 46500 | |
| }, | |
| { | |
| "epoch": 19.73131821998321, | |
| "grad_norm": 1.0164066553115845, | |
| "learning_rate": 2.532795156407669e-05, | |
| "loss": 6.0028, | |
| "step": 47000 | |
| }, | |
| { | |
| "epoch": 19.941225860621326, | |
| "grad_norm": 3.7578606605529785, | |
| "learning_rate": 2.4318869828456106e-05, | |
| "loss": 5.9992, | |
| "step": 47500 | |
| }, | |
| { | |
| "epoch": 20.151133501259444, | |
| "grad_norm": 1.7513774633407593, | |
| "learning_rate": 2.330978809283552e-05, | |
| "loss": 5.9925, | |
| "step": 48000 | |
| }, | |
| { | |
| "epoch": 20.361041141897566, | |
| "grad_norm": 3.49128794670105, | |
| "learning_rate": 2.2300706357214934e-05, | |
| "loss": 5.9884, | |
| "step": 48500 | |
| }, | |
| { | |
| "epoch": 20.570948782535684, | |
| "grad_norm": 1.9832980632781982, | |
| "learning_rate": 2.129162462159435e-05, | |
| "loss": 5.983, | |
| "step": 49000 | |
| }, | |
| { | |
| "epoch": 20.7808564231738, | |
| "grad_norm": 1.4352755546569824, | |
| "learning_rate": 2.0282542885973765e-05, | |
| "loss": 5.9829, | |
| "step": 49500 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "grad_norm": 2.9469616413116455, | |
| "learning_rate": 1.927346115035318e-05, | |
| "loss": 5.9809, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 20.990764063811923, | |
| "eval_accuracy": 0.15156867692825302, | |
| "eval_loss": 7.026661396026611, | |
| "eval_runtime": 0.8225, | |
| "eval_samples_per_second": 582.38, | |
| "eval_steps_per_second": 6.079, | |
| "step": 50000 | |
| }, | |
| { | |
| "epoch": 21.20067170445004, | |
| "grad_norm": 0.8712583184242249, | |
| "learning_rate": 1.8264379414732593e-05, | |
| "loss": 5.9747, | |
| "step": 50500 | |
| }, | |
| { | |
| "epoch": 21.410579345088163, | |
| "grad_norm": 5.054527282714844, | |
| "learning_rate": 1.725529767911201e-05, | |
| "loss": 5.9737, | |
| "step": 51000 | |
| }, | |
| { | |
| "epoch": 21.62048698572628, | |
| "grad_norm": 0.8384255170822144, | |
| "learning_rate": 1.6246215943491424e-05, | |
| "loss": 5.9717, | |
| "step": 51500 | |
| }, | |
| { | |
| "epoch": 21.8303946263644, | |
| "grad_norm": 2.0753424167633057, | |
| "learning_rate": 1.5237134207870837e-05, | |
| "loss": 5.9714, | |
| "step": 52000 | |
| }, | |
| { | |
| "epoch": 22.04030226700252, | |
| "grad_norm": 1.4410223960876465, | |
| "learning_rate": 1.4228052472250252e-05, | |
| "loss": 5.9691, | |
| "step": 52500 | |
| }, | |
| { | |
| "epoch": 22.250209907640638, | |
| "grad_norm": 3.0846803188323975, | |
| "learning_rate": 1.3218970736629668e-05, | |
| "loss": 5.9584, | |
| "step": 53000 | |
| }, | |
| { | |
| "epoch": 22.460117548278756, | |
| "grad_norm": 2.658273220062256, | |
| "learning_rate": 1.2209889001009082e-05, | |
| "loss": 5.9589, | |
| "step": 53500 | |
| }, | |
| { | |
| "epoch": 22.670025188916878, | |
| "grad_norm": 0.9044545888900757, | |
| "learning_rate": 1.1200807265388496e-05, | |
| "loss": 5.9611, | |
| "step": 54000 | |
| }, | |
| { | |
| "epoch": 22.879932829554996, | |
| "grad_norm": 3.3916687965393066, | |
| "learning_rate": 1.0191725529767912e-05, | |
| "loss": 5.9593, | |
| "step": 54500 | |
| }, | |
| { | |
| "epoch": 23.089840470193113, | |
| "grad_norm": 1.2624566555023193, | |
| "learning_rate": 9.182643794147326e-06, | |
| "loss": 5.9536, | |
| "step": 55000 | |
| }, | |
| { | |
| "epoch": 23.299748110831235, | |
| "grad_norm": 1.0515649318695068, | |
| "learning_rate": 8.173562058526741e-06, | |
| "loss": 5.9499, | |
| "step": 55500 | |
| }, | |
| { | |
| "epoch": 23.509655751469353, | |
| "grad_norm": 0.9997740387916565, | |
| "learning_rate": 7.164480322906156e-06, | |
| "loss": 5.9518, | |
| "step": 56000 | |
| }, | |
| { | |
| "epoch": 23.719563392107474, | |
| "grad_norm": 1.5580836534500122, | |
| "learning_rate": 6.155398587285571e-06, | |
| "loss": 5.9447, | |
| "step": 56500 | |
| }, | |
| { | |
| "epoch": 23.929471032745592, | |
| "grad_norm": 2.255404233932495, | |
| "learning_rate": 5.146316851664986e-06, | |
| "loss": 5.9476, | |
| "step": 57000 | |
| }, | |
| { | |
| "epoch": 24.13937867338371, | |
| "grad_norm": 1.1771949529647827, | |
| "learning_rate": 4.1372351160444e-06, | |
| "loss": 5.9435, | |
| "step": 57500 | |
| }, | |
| { | |
| "epoch": 24.349286314021832, | |
| "grad_norm": 2.311717987060547, | |
| "learning_rate": 3.1281533804238145e-06, | |
| "loss": 5.9452, | |
| "step": 58000 | |
| }, | |
| { | |
| "epoch": 24.55919395465995, | |
| "grad_norm": 1.5345447063446045, | |
| "learning_rate": 2.1190716448032293e-06, | |
| "loss": 5.9411, | |
| "step": 58500 | |
| }, | |
| { | |
| "epoch": 24.769101595298068, | |
| "grad_norm": 1.1828807592391968, | |
| "learning_rate": 1.109989909182644e-06, | |
| "loss": 5.9403, | |
| "step": 59000 | |
| }, | |
| { | |
| "epoch": 24.97900923593619, | |
| "grad_norm": 1.2583199739456177, | |
| "learning_rate": 1.0090817356205853e-07, | |
| "loss": 5.9391, | |
| "step": 59500 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "step": 59550, | |
| "total_flos": 7.68761901614592e+17, | |
| "train_loss": 6.515696689403928, | |
| "train_runtime": 16851.789, | |
| "train_samples_per_second": 339.191, | |
| "train_steps_per_second": 3.534 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 59550, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 25, | |
| "save_steps": 10000, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 7.68761901614592e+17, | |
| "train_batch_size": 96, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |