{ "best_metric": null, "best_model_checkpoint": null, "epoch": 8.71313672922252, "global_step": 6500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 2.680965147453083e-06, "loss": 35.9761, "step": 20 }, { "epoch": 0.05, "learning_rate": 5.361930294906166e-06, "loss": 35.0955, "step": 40 }, { "epoch": 0.08, "learning_rate": 8.04289544235925e-06, "loss": 34.9335, "step": 60 }, { "epoch": 0.11, "learning_rate": 1.0723860589812333e-05, "loss": 34.6391, "step": 80 }, { "epoch": 0.13, "learning_rate": 1.3404825737265417e-05, "loss": 34.1356, "step": 100 }, { "epoch": 0.16, "learning_rate": 1.60857908847185e-05, "loss": 33.2089, "step": 120 }, { "epoch": 0.19, "learning_rate": 1.8766756032171583e-05, "loss": 32.6544, "step": 140 }, { "epoch": 0.21, "learning_rate": 2.1447721179624665e-05, "loss": 32.3698, "step": 160 }, { "epoch": 0.24, "learning_rate": 2.4128686327077747e-05, "loss": 31.6695, "step": 180 }, { "epoch": 0.27, "learning_rate": 2.6809651474530833e-05, "loss": 32.0937, "step": 200 }, { "epoch": 0.29, "learning_rate": 2.9490616621983912e-05, "loss": 31.3979, "step": 220 }, { "epoch": 0.32, "learning_rate": 3.2171581769437e-05, "loss": 30.5171, "step": 240 }, { "epoch": 0.35, "learning_rate": 3.485254691689008e-05, "loss": 31.0177, "step": 260 }, { "epoch": 0.38, "learning_rate": 3.7533512064343166e-05, "loss": 30.2928, "step": 280 }, { "epoch": 0.4, "learning_rate": 4.021447721179625e-05, "loss": 29.3157, "step": 300 }, { "epoch": 0.43, "learning_rate": 4.289544235924933e-05, "loss": 27.5923, "step": 320 }, { "epoch": 0.46, "learning_rate": 4.557640750670242e-05, "loss": 25.9267, "step": 340 }, { "epoch": 0.48, "learning_rate": 4.8257372654155495e-05, "loss": 23.5854, "step": 360 }, { "epoch": 0.51, "learning_rate": 5.0938337801608584e-05, "loss": 20.8788, "step": 380 }, { "epoch": 0.54, "learning_rate": 5.3619302949061666e-05, "loss": 18.1499, "step": 400 }, { "epoch": 0.56, "learning_rate": 5.6300268096514755e-05, "loss": 14.4047, "step": 420 }, { "epoch": 0.59, "learning_rate": 5.8981233243967824e-05, "loss": 7.4829, "step": 440 }, { "epoch": 0.62, "learning_rate": 6.16621983914209e-05, "loss": 1.5146, "step": 460 }, { "epoch": 0.64, "learning_rate": 6.4343163538874e-05, "loss": 0.9193, "step": 480 }, { "epoch": 0.67, "learning_rate": 6.702412868632708e-05, "loss": 0.8398, "step": 500 }, { "epoch": 0.7, "learning_rate": 6.970509383378017e-05, "loss": 0.7985, "step": 520 }, { "epoch": 0.72, "learning_rate": 7.238605898123325e-05, "loss": 0.724, "step": 540 }, { "epoch": 0.75, "learning_rate": 7.506702412868633e-05, "loss": 0.6716, "step": 560 }, { "epoch": 0.78, "learning_rate": 7.774798927613941e-05, "loss": 0.6661, "step": 580 }, { "epoch": 0.8, "learning_rate": 8.04289544235925e-05, "loss": 0.6585, "step": 600 }, { "epoch": 0.83, "learning_rate": 8.310991957104558e-05, "loss": 0.6667, "step": 620 }, { "epoch": 0.86, "learning_rate": 8.579088471849866e-05, "loss": 0.6471, "step": 640 }, { "epoch": 0.88, "learning_rate": 8.847184986595176e-05, "loss": 0.6125, "step": 660 }, { "epoch": 0.91, "learning_rate": 9.115281501340484e-05, "loss": 0.6344, "step": 680 }, { "epoch": 0.94, "learning_rate": 9.383378016085791e-05, "loss": 0.5928, "step": 700 }, { "epoch": 0.97, "learning_rate": 9.651474530831099e-05, "loss": 0.6335, "step": 720 }, { "epoch": 0.99, "learning_rate": 9.919571045576409e-05, "loss": 0.6122, "step": 740 }, { "epoch": 1.0, "eval_cer": 0.22800093910360325, "eval_deletions": 4828, "eval_hits": 54224, "eval_insertions": 3962, "eval_loss": 0.4796110987663269, "eval_mer": 0.23053781751099758, "eval_runtime": 1011.4956, "eval_samples_per_second": 6.204, "eval_steps_per_second": 0.776, "eval_substitutions": 7456, "eval_wer": 0.24427136585072473, "eval_wil": 0.3265158023477125, "eval_wip": 0.6734841976522875, "step": 746 }, { "epoch": 1.02, "learning_rate": 9.979148048853143e-05, "loss": 0.5954, "step": 760 }, { "epoch": 1.05, "learning_rate": 9.949359547214776e-05, "loss": 0.5923, "step": 780 }, { "epoch": 1.07, "learning_rate": 9.919571045576409e-05, "loss": 0.5518, "step": 800 }, { "epoch": 1.1, "learning_rate": 9.88978254393804e-05, "loss": 0.5674, "step": 820 }, { "epoch": 1.13, "learning_rate": 9.859994042299673e-05, "loss": 0.5602, "step": 840 }, { "epoch": 1.15, "learning_rate": 9.830205540661305e-05, "loss": 0.5601, "step": 860 }, { "epoch": 1.18, "learning_rate": 9.800417039022938e-05, "loss": 0.5503, "step": 880 }, { "epoch": 1.21, "learning_rate": 9.770628537384569e-05, "loss": 0.5754, "step": 900 }, { "epoch": 1.23, "learning_rate": 9.740840035746203e-05, "loss": 0.5782, "step": 920 }, { "epoch": 1.26, "learning_rate": 9.711051534107835e-05, "loss": 0.5389, "step": 940 }, { "epoch": 1.29, "learning_rate": 9.681263032469468e-05, "loss": 0.571, "step": 960 }, { "epoch": 1.31, "learning_rate": 9.651474530831099e-05, "loss": 0.5699, "step": 980 }, { "epoch": 1.34, "learning_rate": 9.621686029192732e-05, "loss": 0.526, "step": 1000 }, { "epoch": 1.37, "learning_rate": 9.591897527554365e-05, "loss": 0.5505, "step": 1020 }, { "epoch": 1.39, "learning_rate": 9.562109025915997e-05, "loss": 0.5709, "step": 1040 }, { "epoch": 1.42, "learning_rate": 9.532320524277629e-05, "loss": 0.5532, "step": 1060 }, { "epoch": 1.45, "learning_rate": 9.502532022639262e-05, "loss": 0.5264, "step": 1080 }, { "epoch": 1.47, "learning_rate": 9.472743521000894e-05, "loss": 0.5521, "step": 1100 }, { "epoch": 1.5, "learning_rate": 9.442955019362527e-05, "loss": 0.5387, "step": 1120 }, { "epoch": 1.53, "learning_rate": 9.413166517724159e-05, "loss": 0.5352, "step": 1140 }, { "epoch": 1.55, "learning_rate": 9.383378016085791e-05, "loss": 0.5279, "step": 1160 }, { "epoch": 1.58, "learning_rate": 9.353589514447424e-05, "loss": 0.5198, "step": 1180 }, { "epoch": 1.61, "learning_rate": 9.323801012809056e-05, "loss": 0.5806, "step": 1200 }, { "epoch": 1.64, "learning_rate": 9.294012511170688e-05, "loss": 0.5378, "step": 1220 }, { "epoch": 1.66, "learning_rate": 9.26422400953232e-05, "loss": 0.5302, "step": 1240 }, { "epoch": 1.69, "learning_rate": 9.234435507893954e-05, "loss": 0.5466, "step": 1260 }, { "epoch": 1.72, "learning_rate": 9.204647006255586e-05, "loss": 0.5166, "step": 1280 }, { "epoch": 1.74, "learning_rate": 9.174858504617218e-05, "loss": 0.521, "step": 1300 }, { "epoch": 1.77, "learning_rate": 9.14507000297885e-05, "loss": 0.5241, "step": 1320 }, { "epoch": 1.8, "learning_rate": 9.115281501340484e-05, "loss": 0.5219, "step": 1340 }, { "epoch": 1.82, "learning_rate": 9.085492999702116e-05, "loss": 0.5093, "step": 1360 }, { "epoch": 1.85, "learning_rate": 9.055704498063747e-05, "loss": 0.5485, "step": 1380 }, { "epoch": 1.88, "learning_rate": 9.02591599642538e-05, "loss": 0.5173, "step": 1400 }, { "epoch": 1.9, "learning_rate": 8.996127494787012e-05, "loss": 0.5229, "step": 1420 }, { "epoch": 1.93, "learning_rate": 8.966338993148646e-05, "loss": 0.5474, "step": 1440 }, { "epoch": 1.96, "learning_rate": 8.936550491510277e-05, "loss": 0.5388, "step": 1460 }, { "epoch": 1.98, "learning_rate": 8.90676198987191e-05, "loss": 0.5345, "step": 1480 }, { "epoch": 2.0, "eval_cer": 0.1926671660312811, "eval_deletions": 4683, "eval_hits": 54896, "eval_insertions": 2609, "eval_loss": 0.43797770142555237, "eval_mer": 0.20575256449209312, "eval_runtime": 945.3181, "eval_samples_per_second": 6.638, "eval_steps_per_second": 0.83, "eval_substitutions": 6929, "eval_wer": 0.21382390088410416, "eval_wil": 0.296778046061947, "eval_wip": 0.703221953938053, "step": 1492 }, { "epoch": 2.01, "learning_rate": 8.876973488233542e-05, "loss": 0.517, "step": 1500 }, { "epoch": 2.04, "learning_rate": 8.847184986595176e-05, "loss": 0.4945, "step": 1520 }, { "epoch": 2.06, "learning_rate": 8.817396484956806e-05, "loss": 0.4924, "step": 1540 }, { "epoch": 2.09, "learning_rate": 8.78760798331844e-05, "loss": 0.4789, "step": 1560 }, { "epoch": 2.12, "learning_rate": 8.757819481680072e-05, "loss": 0.487, "step": 1580 }, { "epoch": 2.14, "learning_rate": 8.728030980041705e-05, "loss": 0.5086, "step": 1600 }, { "epoch": 2.17, "learning_rate": 8.698242478403336e-05, "loss": 0.4746, "step": 1620 }, { "epoch": 2.2, "learning_rate": 8.668453976764968e-05, "loss": 0.4631, "step": 1640 }, { "epoch": 2.23, "learning_rate": 8.638665475126602e-05, "loss": 0.509, "step": 1660 }, { "epoch": 2.25, "learning_rate": 8.608876973488234e-05, "loss": 0.4867, "step": 1680 }, { "epoch": 2.28, "learning_rate": 8.579088471849866e-05, "loss": 0.4788, "step": 1700 }, { "epoch": 2.31, "learning_rate": 8.549299970211498e-05, "loss": 0.4859, "step": 1720 }, { "epoch": 2.33, "learning_rate": 8.519511468573132e-05, "loss": 0.4856, "step": 1740 }, { "epoch": 2.36, "learning_rate": 8.489722966934764e-05, "loss": 0.4725, "step": 1760 }, { "epoch": 2.39, "learning_rate": 8.459934465296396e-05, "loss": 0.4691, "step": 1780 }, { "epoch": 2.41, "learning_rate": 8.430145963658028e-05, "loss": 0.4485, "step": 1800 }, { "epoch": 2.44, "learning_rate": 8.400357462019661e-05, "loss": 0.484, "step": 1820 }, { "epoch": 2.47, "learning_rate": 8.370568960381294e-05, "loss": 0.484, "step": 1840 }, { "epoch": 2.49, "learning_rate": 8.340780458742926e-05, "loss": 0.477, "step": 1860 }, { "epoch": 2.52, "learning_rate": 8.310991957104558e-05, "loss": 0.5029, "step": 1880 }, { "epoch": 2.55, "learning_rate": 8.28120345546619e-05, "loss": 0.4957, "step": 1900 }, { "epoch": 2.57, "learning_rate": 8.251414953827823e-05, "loss": 0.4917, "step": 1920 }, { "epoch": 2.6, "learning_rate": 8.221626452189454e-05, "loss": 0.4959, "step": 1940 }, { "epoch": 2.63, "learning_rate": 8.191837950551088e-05, "loss": 0.4756, "step": 1960 }, { "epoch": 2.65, "learning_rate": 8.16204944891272e-05, "loss": 0.4749, "step": 1980 }, { "epoch": 2.68, "learning_rate": 8.132260947274353e-05, "loss": 0.4821, "step": 2000 }, { "epoch": 2.71, "learning_rate": 8.102472445635984e-05, "loss": 0.4749, "step": 2020 }, { "epoch": 2.73, "learning_rate": 8.072683943997617e-05, "loss": 0.461, "step": 2040 }, { "epoch": 2.76, "learning_rate": 8.04289544235925e-05, "loss": 0.4985, "step": 2060 }, { "epoch": 2.79, "learning_rate": 8.013106940720883e-05, "loss": 0.4886, "step": 2080 }, { "epoch": 2.82, "learning_rate": 7.983318439082514e-05, "loss": 0.476, "step": 2100 }, { "epoch": 2.84, "learning_rate": 7.953529937444147e-05, "loss": 0.4872, "step": 2120 }, { "epoch": 2.87, "learning_rate": 7.92374143580578e-05, "loss": 0.4823, "step": 2140 }, { "epoch": 2.9, "learning_rate": 7.893952934167412e-05, "loss": 0.4901, "step": 2160 }, { "epoch": 2.92, "learning_rate": 7.864164432529044e-05, "loss": 0.4831, "step": 2180 }, { "epoch": 2.95, "learning_rate": 7.834375930890676e-05, "loss": 0.4747, "step": 2200 }, { "epoch": 2.98, "learning_rate": 7.804587429252309e-05, "loss": 0.4642, "step": 2220 }, { "epoch": 3.0, "eval_cer": 0.18081657294263642, "eval_deletions": 4438, "eval_hits": 55151, "eval_insertions": 2260, "eval_loss": 0.4211605191230774, "eval_mer": 0.19801361098185202, "eval_runtime": 929.7123, "eval_samples_per_second": 6.749, "eval_steps_per_second": 0.844, "eval_substitutions": 6919, "eval_wer": 0.20474228664220845, "eval_wil": 0.28908227331086855, "eval_wip": 0.7109177266891314, "step": 2238 }, { "epoch": 3.0, "learning_rate": 7.774798927613941e-05, "loss": 0.4761, "step": 2240 }, { "epoch": 3.03, "learning_rate": 7.745010425975573e-05, "loss": 0.4689, "step": 2260 }, { "epoch": 3.06, "learning_rate": 7.715221924337206e-05, "loss": 0.4719, "step": 2280 }, { "epoch": 3.08, "learning_rate": 7.685433422698839e-05, "loss": 0.4701, "step": 2300 }, { "epoch": 3.11, "learning_rate": 7.655644921060471e-05, "loss": 0.4208, "step": 2320 }, { "epoch": 3.14, "learning_rate": 7.625856419422103e-05, "loss": 0.4471, "step": 2340 }, { "epoch": 3.16, "learning_rate": 7.596067917783735e-05, "loss": 0.4465, "step": 2360 }, { "epoch": 3.19, "learning_rate": 7.566279416145369e-05, "loss": 0.4379, "step": 2380 }, { "epoch": 3.22, "learning_rate": 7.536490914507001e-05, "loss": 0.4697, "step": 2400 }, { "epoch": 3.24, "learning_rate": 7.506702412868633e-05, "loss": 0.4335, "step": 2420 }, { "epoch": 3.27, "learning_rate": 7.476913911230265e-05, "loss": 0.454, "step": 2440 }, { "epoch": 3.3, "learning_rate": 7.447125409591897e-05, "loss": 0.4643, "step": 2460 }, { "epoch": 3.32, "learning_rate": 7.417336907953531e-05, "loss": 0.4512, "step": 2480 }, { "epoch": 3.35, "learning_rate": 7.387548406315163e-05, "loss": 0.4301, "step": 2500 }, { "epoch": 3.38, "learning_rate": 7.357759904676795e-05, "loss": 0.4546, "step": 2520 }, { "epoch": 3.4, "learning_rate": 7.327971403038427e-05, "loss": 0.4316, "step": 2540 }, { "epoch": 3.43, "learning_rate": 7.29818290140006e-05, "loss": 0.4463, "step": 2560 }, { "epoch": 3.46, "learning_rate": 7.268394399761693e-05, "loss": 0.4456, "step": 2580 }, { "epoch": 3.49, "learning_rate": 7.238605898123325e-05, "loss": 0.4487, "step": 2600 }, { "epoch": 3.51, "learning_rate": 7.208817396484957e-05, "loss": 0.4441, "step": 2620 }, { "epoch": 3.54, "learning_rate": 7.17902889484659e-05, "loss": 0.4364, "step": 2640 }, { "epoch": 3.57, "learning_rate": 7.149240393208221e-05, "loss": 0.4475, "step": 2660 }, { "epoch": 3.59, "learning_rate": 7.119451891569855e-05, "loss": 0.4462, "step": 2680 }, { "epoch": 3.62, "learning_rate": 7.089663389931487e-05, "loss": 0.4608, "step": 2700 }, { "epoch": 3.65, "learning_rate": 7.059874888293119e-05, "loss": 0.4439, "step": 2720 }, { "epoch": 3.67, "learning_rate": 7.030086386654751e-05, "loss": 0.4347, "step": 2740 }, { "epoch": 3.7, "learning_rate": 7.000297885016383e-05, "loss": 0.4608, "step": 2760 }, { "epoch": 3.73, "learning_rate": 6.970509383378017e-05, "loss": 0.4532, "step": 2780 }, { "epoch": 3.75, "learning_rate": 6.940720881739649e-05, "loss": 0.4375, "step": 2800 }, { "epoch": 3.78, "learning_rate": 6.910932380101281e-05, "loss": 0.4493, "step": 2820 }, { "epoch": 3.81, "learning_rate": 6.881143878462913e-05, "loss": 0.4443, "step": 2840 }, { "epoch": 3.83, "learning_rate": 6.851355376824547e-05, "loss": 0.4402, "step": 2860 }, { "epoch": 3.86, "learning_rate": 6.821566875186179e-05, "loss": 0.4413, "step": 2880 }, { "epoch": 3.89, "learning_rate": 6.791778373547811e-05, "loss": 0.4388, "step": 2900 }, { "epoch": 3.91, "learning_rate": 6.761989871909443e-05, "loss": 0.4439, "step": 2920 }, { "epoch": 3.94, "learning_rate": 6.732201370271076e-05, "loss": 0.448, "step": 2940 }, { "epoch": 3.97, "learning_rate": 6.702412868632708e-05, "loss": 0.4476, "step": 2960 }, { "epoch": 3.99, "learning_rate": 6.67262436699434e-05, "loss": 0.4481, "step": 2980 }, { "epoch": 4.0, "eval_cer": 0.1899560633671336, "eval_deletions": 4153, "eval_hits": 55367, "eval_insertions": 2944, "eval_loss": 0.4186785817146301, "eval_mer": 0.20280193514945574, "eval_runtime": 923.6349, "eval_samples_per_second": 6.794, "eval_steps_per_second": 0.85, "eval_substitutions": 6988, "eval_wer": 0.21177903410116075, "eval_wil": 0.2941351331957437, "eval_wip": 0.7058648668042563, "step": 2984 }, { "epoch": 4.02, "learning_rate": 6.642835865355973e-05, "loss": 0.4268, "step": 3000 }, { "epoch": 4.05, "learning_rate": 6.613047363717605e-05, "loss": 0.4343, "step": 3020 }, { "epoch": 4.08, "learning_rate": 6.583258862079238e-05, "loss": 0.4045, "step": 3040 }, { "epoch": 4.1, "learning_rate": 6.55347036044087e-05, "loss": 0.4079, "step": 3060 }, { "epoch": 4.13, "learning_rate": 6.523681858802503e-05, "loss": 0.4329, "step": 3080 }, { "epoch": 4.16, "learning_rate": 6.493893357164135e-05, "loss": 0.425, "step": 3100 }, { "epoch": 4.18, "learning_rate": 6.464104855525768e-05, "loss": 0.4117, "step": 3120 }, { "epoch": 4.21, "learning_rate": 6.4343163538874e-05, "loss": 0.429, "step": 3140 }, { "epoch": 4.24, "learning_rate": 6.404527852249032e-05, "loss": 0.4186, "step": 3160 }, { "epoch": 4.26, "learning_rate": 6.374739350610664e-05, "loss": 0.4209, "step": 3180 }, { "epoch": 4.29, "learning_rate": 6.344950848972298e-05, "loss": 0.4236, "step": 3200 }, { "epoch": 4.32, "learning_rate": 6.31516234733393e-05, "loss": 0.4057, "step": 3220 }, { "epoch": 4.34, "learning_rate": 6.285373845695561e-05, "loss": 0.4042, "step": 3240 }, { "epoch": 4.37, "learning_rate": 6.255585344057194e-05, "loss": 0.4413, "step": 3260 }, { "epoch": 4.4, "learning_rate": 6.225796842418826e-05, "loss": 0.4316, "step": 3280 }, { "epoch": 4.42, "learning_rate": 6.19600834078046e-05, "loss": 0.4273, "step": 3300 }, { "epoch": 4.45, "learning_rate": 6.16621983914209e-05, "loss": 0.4361, "step": 3320 }, { "epoch": 4.48, "learning_rate": 6.136431337503724e-05, "loss": 0.4485, "step": 3340 }, { "epoch": 4.5, "learning_rate": 6.106642835865356e-05, "loss": 0.4034, "step": 3360 }, { "epoch": 4.53, "learning_rate": 6.076854334226989e-05, "loss": 0.4119, "step": 3380 }, { "epoch": 4.56, "learning_rate": 6.047065832588621e-05, "loss": 0.3945, "step": 3400 }, { "epoch": 4.58, "learning_rate": 6.017277330950254e-05, "loss": 0.4258, "step": 3420 }, { "epoch": 4.61, "learning_rate": 5.987488829311886e-05, "loss": 0.4311, "step": 3440 }, { "epoch": 4.64, "learning_rate": 5.957700327673519e-05, "loss": 0.4134, "step": 3460 }, { "epoch": 4.66, "learning_rate": 5.927911826035151e-05, "loss": 0.4262, "step": 3480 }, { "epoch": 4.69, "learning_rate": 5.8981233243967824e-05, "loss": 0.4208, "step": 3500 }, { "epoch": 4.72, "learning_rate": 5.868334822758416e-05, "loss": 0.4111, "step": 3520 }, { "epoch": 4.75, "learning_rate": 5.838546321120047e-05, "loss": 0.4273, "step": 3540 }, { "epoch": 4.77, "learning_rate": 5.808757819481681e-05, "loss": 0.3966, "step": 3560 }, { "epoch": 4.8, "learning_rate": 5.778969317843312e-05, "loss": 0.4442, "step": 3580 }, { "epoch": 4.83, "learning_rate": 5.749180816204946e-05, "loss": 0.4085, "step": 3600 }, { "epoch": 4.85, "learning_rate": 5.719392314566577e-05, "loss": 0.4319, "step": 3620 }, { "epoch": 4.88, "learning_rate": 5.6896038129282106e-05, "loss": 0.4201, "step": 3640 }, { "epoch": 4.91, "learning_rate": 5.659815311289842e-05, "loss": 0.4209, "step": 3660 }, { "epoch": 4.93, "learning_rate": 5.6300268096514755e-05, "loss": 0.4329, "step": 3680 }, { "epoch": 4.96, "learning_rate": 5.600238308013107e-05, "loss": 0.4164, "step": 3700 }, { "epoch": 4.99, "learning_rate": 5.5704498063747404e-05, "loss": 0.4224, "step": 3720 }, { "epoch": 5.0, "eval_cer": 0.180956320502644, "eval_deletions": 4305, "eval_hits": 55337, "eval_insertions": 2397, "eval_loss": 0.4172378480434418, "eval_mer": 0.19690878746099702, "eval_runtime": 915.2753, "eval_samples_per_second": 6.856, "eval_steps_per_second": 0.858, "eval_substitutions": 6866, "eval_wer": 0.20400553316894207, "eval_wil": 0.28727036701839537, "eval_wip": 0.7127296329816046, "step": 3730 }, { "epoch": 5.01, "learning_rate": 5.540661304736372e-05, "loss": 0.3878, "step": 3740 }, { "epoch": 5.04, "learning_rate": 5.510872803098004e-05, "loss": 0.4118, "step": 3760 }, { "epoch": 5.07, "learning_rate": 5.481084301459637e-05, "loss": 0.3936, "step": 3780 }, { "epoch": 5.09, "learning_rate": 5.451295799821269e-05, "loss": 0.4022, "step": 3800 }, { "epoch": 5.12, "learning_rate": 5.421507298182902e-05, "loss": 0.3973, "step": 3820 }, { "epoch": 5.15, "learning_rate": 5.391718796544534e-05, "loss": 0.4062, "step": 3840 }, { "epoch": 5.17, "learning_rate": 5.3619302949061666e-05, "loss": 0.4071, "step": 3860 }, { "epoch": 5.2, "learning_rate": 5.332141793267799e-05, "loss": 0.4052, "step": 3880 }, { "epoch": 5.23, "learning_rate": 5.3023532916294315e-05, "loss": 0.3924, "step": 3900 }, { "epoch": 5.25, "learning_rate": 5.2725647899910637e-05, "loss": 0.3916, "step": 3920 }, { "epoch": 5.28, "learning_rate": 5.2427762883526964e-05, "loss": 0.4163, "step": 3940 }, { "epoch": 5.31, "learning_rate": 5.2129877867143286e-05, "loss": 0.4034, "step": 3960 }, { "epoch": 5.34, "learning_rate": 5.1831992850759614e-05, "loss": 0.4115, "step": 3980 }, { "epoch": 5.36, "learning_rate": 5.1534107834375935e-05, "loss": 0.4087, "step": 4000 }, { "epoch": 5.39, "learning_rate": 5.123622281799225e-05, "loss": 0.3804, "step": 4020 }, { "epoch": 5.42, "learning_rate": 5.0938337801608584e-05, "loss": 0.4055, "step": 4040 }, { "epoch": 5.44, "learning_rate": 5.06404527852249e-05, "loss": 0.3821, "step": 4060 }, { "epoch": 5.47, "learning_rate": 5.034256776884123e-05, "loss": 0.3997, "step": 4080 }, { "epoch": 5.5, "learning_rate": 5.004468275245755e-05, "loss": 0.3917, "step": 4100 }, { "epoch": 5.52, "learning_rate": 4.974679773607388e-05, "loss": 0.4167, "step": 4120 }, { "epoch": 5.55, "learning_rate": 4.94489127196902e-05, "loss": 0.376, "step": 4140 }, { "epoch": 5.58, "learning_rate": 4.9151027703306525e-05, "loss": 0.4055, "step": 4160 }, { "epoch": 5.6, "learning_rate": 4.8853142686922846e-05, "loss": 0.4081, "step": 4180 }, { "epoch": 5.63, "learning_rate": 4.8555257670539174e-05, "loss": 0.4118, "step": 4200 }, { "epoch": 5.66, "learning_rate": 4.8257372654155495e-05, "loss": 0.4007, "step": 4220 }, { "epoch": 5.68, "learning_rate": 4.795948763777182e-05, "loss": 0.4243, "step": 4240 }, { "epoch": 5.71, "learning_rate": 4.7661602621388144e-05, "loss": 0.4045, "step": 4260 }, { "epoch": 5.74, "learning_rate": 4.736371760500447e-05, "loss": 0.3798, "step": 4280 }, { "epoch": 5.76, "learning_rate": 4.706583258862079e-05, "loss": 0.3839, "step": 4300 }, { "epoch": 5.79, "learning_rate": 4.676794757223712e-05, "loss": 0.3866, "step": 4320 }, { "epoch": 5.82, "learning_rate": 4.647006255585344e-05, "loss": 0.3841, "step": 4340 }, { "epoch": 5.84, "learning_rate": 4.617217753946977e-05, "loss": 0.4069, "step": 4360 }, { "epoch": 5.87, "learning_rate": 4.587429252308609e-05, "loss": 0.4176, "step": 4380 }, { "epoch": 5.9, "learning_rate": 4.557640750670242e-05, "loss": 0.4169, "step": 4400 }, { "epoch": 5.92, "learning_rate": 4.5278522490318734e-05, "loss": 0.391, "step": 4420 }, { "epoch": 5.95, "learning_rate": 4.498063747393506e-05, "loss": 0.3957, "step": 4440 }, { "epoch": 5.98, "learning_rate": 4.468275245755138e-05, "loss": 0.3927, "step": 4460 }, { "epoch": 6.0, "eval_cer": 0.18605990139412165, "eval_deletions": 3953, "eval_hits": 55575, "eval_insertions": 2665, "eval_loss": 0.4182780683040619, "eval_mer": 0.1965795903025747, "eval_runtime": 936.5757, "eval_samples_per_second": 6.7, "eval_steps_per_second": 0.838, "eval_substitutions": 6980, "eval_wer": 0.20445660672400312, "eval_wil": 0.28796021536777305, "eval_wip": 0.712039784632227, "step": 4476 }, { "epoch": 6.01, "learning_rate": 4.438486744116771e-05, "loss": 0.3821, "step": 4480 }, { "epoch": 6.03, "learning_rate": 4.408698242478403e-05, "loss": 0.3741, "step": 4500 }, { "epoch": 6.06, "learning_rate": 4.378909740840036e-05, "loss": 0.3642, "step": 4520 }, { "epoch": 6.09, "learning_rate": 4.349121239201668e-05, "loss": 0.3825, "step": 4540 }, { "epoch": 6.11, "learning_rate": 4.319332737563301e-05, "loss": 0.3787, "step": 4560 }, { "epoch": 6.14, "learning_rate": 4.289544235924933e-05, "loss": 0.3808, "step": 4580 }, { "epoch": 6.17, "learning_rate": 4.259755734286566e-05, "loss": 0.3632, "step": 4600 }, { "epoch": 6.19, "learning_rate": 4.229967232648198e-05, "loss": 0.3658, "step": 4620 }, { "epoch": 6.22, "learning_rate": 4.200178731009831e-05, "loss": 0.3821, "step": 4640 }, { "epoch": 6.25, "learning_rate": 4.170390229371463e-05, "loss": 0.3982, "step": 4660 }, { "epoch": 6.27, "learning_rate": 4.140601727733095e-05, "loss": 0.3858, "step": 4680 }, { "epoch": 6.3, "learning_rate": 4.110813226094727e-05, "loss": 0.3853, "step": 4700 }, { "epoch": 6.33, "learning_rate": 4.08102472445636e-05, "loss": 0.3684, "step": 4720 }, { "epoch": 6.35, "learning_rate": 4.051236222817992e-05, "loss": 0.3623, "step": 4740 }, { "epoch": 6.38, "learning_rate": 4.021447721179625e-05, "loss": 0.38, "step": 4760 }, { "epoch": 6.41, "learning_rate": 3.991659219541257e-05, "loss": 0.4107, "step": 4780 }, { "epoch": 6.43, "learning_rate": 3.96187071790289e-05, "loss": 0.3882, "step": 4800 }, { "epoch": 6.46, "learning_rate": 3.932082216264522e-05, "loss": 0.3907, "step": 4820 }, { "epoch": 6.49, "learning_rate": 3.9022937146261546e-05, "loss": 0.3749, "step": 4840 }, { "epoch": 6.51, "learning_rate": 3.872505212987787e-05, "loss": 0.3849, "step": 4860 }, { "epoch": 6.54, "learning_rate": 3.8427167113494195e-05, "loss": 0.3726, "step": 4880 }, { "epoch": 6.57, "learning_rate": 3.8129282097110517e-05, "loss": 0.3939, "step": 4900 }, { "epoch": 6.6, "learning_rate": 3.7831397080726844e-05, "loss": 0.3641, "step": 4920 }, { "epoch": 6.62, "learning_rate": 3.7533512064343166e-05, "loss": 0.3786, "step": 4940 }, { "epoch": 6.65, "learning_rate": 3.723562704795949e-05, "loss": 0.3941, "step": 4960 }, { "epoch": 6.68, "learning_rate": 3.6937742031575815e-05, "loss": 0.3876, "step": 4980 }, { "epoch": 6.7, "learning_rate": 3.6639857015192136e-05, "loss": 0.3878, "step": 5000 }, { "epoch": 6.73, "learning_rate": 3.6341971998808464e-05, "loss": 0.3897, "step": 5020 }, { "epoch": 6.76, "learning_rate": 3.6044086982424785e-05, "loss": 0.3974, "step": 5040 }, { "epoch": 6.78, "learning_rate": 3.5746201966041106e-05, "loss": 0.3781, "step": 5060 }, { "epoch": 6.81, "learning_rate": 3.5448316949657434e-05, "loss": 0.39, "step": 5080 }, { "epoch": 6.84, "learning_rate": 3.5150431933273755e-05, "loss": 0.4095, "step": 5100 }, { "epoch": 6.86, "learning_rate": 3.485254691689008e-05, "loss": 0.3831, "step": 5120 }, { "epoch": 6.89, "learning_rate": 3.4554661900506405e-05, "loss": 0.4011, "step": 5140 }, { "epoch": 6.92, "learning_rate": 3.425677688412273e-05, "loss": 0.3948, "step": 5160 }, { "epoch": 6.94, "learning_rate": 3.3958891867739054e-05, "loss": 0.3937, "step": 5180 }, { "epoch": 6.97, "learning_rate": 3.366100685135538e-05, "loss": 0.3895, "step": 5200 }, { "epoch": 7.0, "learning_rate": 3.33631218349717e-05, "loss": 0.3834, "step": 5220 }, { "epoch": 7.0, "eval_cer": 0.18220286873791183, "eval_deletions": 4025, "eval_hits": 55571, "eval_insertions": 2507, "eval_loss": 0.41830888390541077, "eval_mer": 0.19479823226834747, "eval_runtime": 915.8341, "eval_samples_per_second": 6.852, "eval_steps_per_second": 0.857, "eval_substitutions": 6912, "eval_wer": 0.20214109580802309, "eval_wil": 0.28554315919063866, "eval_wip": 0.7144568408093613, "step": 5222 }, { "epoch": 7.02, "learning_rate": 3.3065236818588024e-05, "loss": 0.3722, "step": 5240 }, { "epoch": 7.05, "learning_rate": 3.276735180220435e-05, "loss": 0.3653, "step": 5260 }, { "epoch": 7.08, "learning_rate": 3.246946678582067e-05, "loss": 0.3678, "step": 5280 }, { "epoch": 7.1, "learning_rate": 3.2171581769437e-05, "loss": 0.3713, "step": 5300 }, { "epoch": 7.13, "learning_rate": 3.187369675305332e-05, "loss": 0.3701, "step": 5320 }, { "epoch": 7.16, "learning_rate": 3.157581173666965e-05, "loss": 0.3784, "step": 5340 }, { "epoch": 7.18, "learning_rate": 3.127792672028597e-05, "loss": 0.3671, "step": 5360 }, { "epoch": 7.21, "learning_rate": 3.09800417039023e-05, "loss": 0.3699, "step": 5380 }, { "epoch": 7.24, "learning_rate": 3.068215668751862e-05, "loss": 0.3834, "step": 5400 }, { "epoch": 7.27, "learning_rate": 3.0384271671134945e-05, "loss": 0.3745, "step": 5420 }, { "epoch": 7.29, "learning_rate": 3.008638665475127e-05, "loss": 0.3831, "step": 5440 }, { "epoch": 7.32, "learning_rate": 2.9788501638367594e-05, "loss": 0.3732, "step": 5460 }, { "epoch": 7.35, "learning_rate": 2.9490616621983912e-05, "loss": 0.3685, "step": 5480 }, { "epoch": 7.37, "learning_rate": 2.9192731605600237e-05, "loss": 0.3707, "step": 5500 }, { "epoch": 7.4, "learning_rate": 2.889484658921656e-05, "loss": 0.3702, "step": 5520 }, { "epoch": 7.43, "learning_rate": 2.8596961572832886e-05, "loss": 0.3707, "step": 5540 }, { "epoch": 7.45, "learning_rate": 2.829907655644921e-05, "loss": 0.3767, "step": 5560 }, { "epoch": 7.48, "learning_rate": 2.8001191540065535e-05, "loss": 0.345, "step": 5580 }, { "epoch": 7.51, "learning_rate": 2.770330652368186e-05, "loss": 0.3677, "step": 5600 }, { "epoch": 7.53, "learning_rate": 2.7405421507298184e-05, "loss": 0.371, "step": 5620 }, { "epoch": 7.56, "learning_rate": 2.710753649091451e-05, "loss": 0.3642, "step": 5640 }, { "epoch": 7.59, "learning_rate": 2.6809651474530833e-05, "loss": 0.3785, "step": 5660 }, { "epoch": 7.61, "learning_rate": 2.6511766458147158e-05, "loss": 0.3696, "step": 5680 }, { "epoch": 7.64, "learning_rate": 2.6213881441763482e-05, "loss": 0.3801, "step": 5700 }, { "epoch": 7.67, "learning_rate": 2.5915996425379807e-05, "loss": 0.3793, "step": 5720 }, { "epoch": 7.69, "learning_rate": 2.5618111408996125e-05, "loss": 0.3621, "step": 5740 }, { "epoch": 7.72, "learning_rate": 2.532022639261245e-05, "loss": 0.3622, "step": 5760 }, { "epoch": 7.75, "learning_rate": 2.5022341376228774e-05, "loss": 0.3758, "step": 5780 }, { "epoch": 7.77, "learning_rate": 2.47244563598451e-05, "loss": 0.3677, "step": 5800 }, { "epoch": 7.8, "learning_rate": 2.4426571343461423e-05, "loss": 0.3709, "step": 5820 }, { "epoch": 7.83, "learning_rate": 2.4128686327077747e-05, "loss": 0.3702, "step": 5840 }, { "epoch": 7.86, "learning_rate": 2.3830801310694072e-05, "loss": 0.3565, "step": 5860 }, { "epoch": 7.88, "learning_rate": 2.3532916294310397e-05, "loss": 0.3621, "step": 5880 }, { "epoch": 7.91, "learning_rate": 2.323503127792672e-05, "loss": 0.3875, "step": 5900 }, { "epoch": 7.94, "learning_rate": 2.2937146261543046e-05, "loss": 0.3771, "step": 5920 }, { "epoch": 7.96, "learning_rate": 2.2639261245159367e-05, "loss": 0.4039, "step": 5940 }, { "epoch": 7.99, "learning_rate": 2.234137622877569e-05, "loss": 0.3484, "step": 5960 }, { "epoch": 8.0, "eval_cer": 0.1825718022963319, "eval_deletions": 4028, "eval_hits": 55559, "eval_insertions": 2490, "eval_loss": 0.41909465193748474, "eval_mer": 0.19477376155830603, "eval_runtime": 894.6454, "eval_samples_per_second": 7.014, "eval_steps_per_second": 0.877, "eval_substitutions": 6921, "eval_wer": 0.2020659168821796, "eval_wil": 0.2856318460438537, "eval_wip": 0.7143681539561463, "step": 5968 }, { "epoch": 8.02, "learning_rate": 2.2043491212392016e-05, "loss": 0.3722, "step": 5980 }, { "epoch": 8.04, "learning_rate": 2.174560619600834e-05, "loss": 0.3512, "step": 6000 }, { "epoch": 8.07, "learning_rate": 2.1447721179624665e-05, "loss": 0.377, "step": 6020 }, { "epoch": 8.1, "learning_rate": 2.114983616324099e-05, "loss": 0.36, "step": 6040 }, { "epoch": 8.12, "learning_rate": 2.0851951146857314e-05, "loss": 0.383, "step": 6060 }, { "epoch": 8.15, "learning_rate": 2.0554066130473635e-05, "loss": 0.3542, "step": 6080 }, { "epoch": 8.18, "learning_rate": 2.025618111408996e-05, "loss": 0.3594, "step": 6100 }, { "epoch": 8.2, "learning_rate": 1.9958296097706285e-05, "loss": 0.3436, "step": 6120 }, { "epoch": 8.23, "learning_rate": 1.966041108132261e-05, "loss": 0.3532, "step": 6140 }, { "epoch": 8.26, "learning_rate": 1.9362526064938934e-05, "loss": 0.3565, "step": 6160 }, { "epoch": 8.28, "learning_rate": 1.9064641048555258e-05, "loss": 0.3601, "step": 6180 }, { "epoch": 8.31, "learning_rate": 1.8766756032171583e-05, "loss": 0.3498, "step": 6200 }, { "epoch": 8.34, "learning_rate": 1.8468871015787907e-05, "loss": 0.3622, "step": 6220 }, { "epoch": 8.36, "learning_rate": 1.8170985999404232e-05, "loss": 0.3594, "step": 6240 }, { "epoch": 8.39, "learning_rate": 1.7873100983020553e-05, "loss": 0.3771, "step": 6260 }, { "epoch": 8.42, "learning_rate": 1.7575215966636878e-05, "loss": 0.3673, "step": 6280 }, { "epoch": 8.45, "learning_rate": 1.7277330950253202e-05, "loss": 0.36, "step": 6300 }, { "epoch": 8.47, "learning_rate": 1.6979445933869527e-05, "loss": 0.3746, "step": 6320 }, { "epoch": 8.5, "learning_rate": 1.668156091748585e-05, "loss": 0.3643, "step": 6340 }, { "epoch": 8.53, "learning_rate": 1.6383675901102176e-05, "loss": 0.3572, "step": 6360 }, { "epoch": 8.55, "learning_rate": 1.60857908847185e-05, "loss": 0.3704, "step": 6380 }, { "epoch": 8.58, "learning_rate": 1.5787905868334825e-05, "loss": 0.3706, "step": 6400 }, { "epoch": 8.61, "learning_rate": 1.549002085195115e-05, "loss": 0.367, "step": 6420 }, { "epoch": 8.63, "learning_rate": 1.5192135835567473e-05, "loss": 0.3408, "step": 6440 }, { "epoch": 8.66, "learning_rate": 1.4894250819183797e-05, "loss": 0.36, "step": 6460 }, { "epoch": 8.69, "learning_rate": 1.4596365802800118e-05, "loss": 0.3711, "step": 6480 }, { "epoch": 8.71, "learning_rate": 1.4298480786416443e-05, "loss": 0.3633, "step": 6500 } ], "max_steps": 7460, "num_train_epochs": 10, "total_flos": 3.15961607503872e+16, "trial_name": null, "trial_params": null }