diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,694 +1,3589 @@ { - "best_global_step": 2250, - "best_metric": 1.8079097270965576, - "best_model_checkpoint": "output/LightOnOCR-ft-german-shorthand/checkpoint-2000", - "epoch": 2.0, + "best_global_step": 9200, + "best_metric": 1.370642900466919, + "best_model_checkpoint": "output/LightOnOCR-ft-german-shorthand/checkpoint-4500", + "epoch": 10.0, "eval_steps": 50, - "global_step": 2254, + "global_step": 11930, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { - "epoch": 0.04437541601952518, - "grad_norm": 0.9948228001594543, - "learning_rate": 5.8957219251336906e-05, - "loss": 4.550815124511718, + "epoch": 0.041911148365465216, + "grad_norm": 1.0981535911560059, + "learning_rate": 5.980369127516779e-05, + "loss": 4.5902841186523435, "step": 50 }, { - "epoch": 0.04437541601952518, - "eval_loss": 3.872451066970825, - "eval_runtime": 1.4574, - "eval_samples_per_second": 68.617, - "eval_steps_per_second": 11.665, + "epoch": 0.041911148365465216, + "eval_loss": 4.062541961669922, + "eval_runtime": 1.3804, + "eval_samples_per_second": 72.441, + "eval_steps_per_second": 12.315, "step": 50 }, { - "epoch": 0.08875083203905036, - "grad_norm": 1.3294649124145508, - "learning_rate": 5.762032085561497e-05, - "loss": 3.8181527709960936, + "epoch": 0.08382229673093043, + "grad_norm": 1.5730311870574951, + "learning_rate": 5.9552013422818794e-05, + "loss": 3.8132562255859375, "step": 100 }, { - "epoch": 0.08875083203905036, - "eval_loss": 3.538900136947632, - "eval_runtime": 1.4124, - "eval_samples_per_second": 70.803, - "eval_steps_per_second": 12.037, + "epoch": 0.08382229673093043, + "eval_loss": 3.7036218643188477, + "eval_runtime": 1.3274, + "eval_samples_per_second": 75.333, + "eval_steps_per_second": 12.807, "step": 100 }, { - "epoch": 0.13312624805857554, - "grad_norm": 1.6898720264434814, - "learning_rate": 5.628342245989305e-05, - "loss": 3.5594247436523436, + "epoch": 0.12573344509639564, + "grad_norm": 1.8268605470657349, + "learning_rate": 5.93003355704698e-05, + "loss": 3.486875305175781, "step": 150 }, { - "epoch": 0.13312624805857554, - "eval_loss": 3.3485333919525146, - "eval_runtime": 1.4063, - "eval_samples_per_second": 71.108, - "eval_steps_per_second": 12.088, + "epoch": 0.12573344509639564, + "eval_loss": 3.5074617862701416, + "eval_runtime": 1.3313, + "eval_samples_per_second": 75.117, + "eval_steps_per_second": 12.77, "step": 150 }, { - "epoch": 0.17750166407810072, - "grad_norm": 2.244182586669922, - "learning_rate": 5.494652406417113e-05, - "loss": 3.3958441162109376, + "epoch": 0.16764459346186086, + "grad_norm": 2.342888116836548, + "learning_rate": 5.9048657718120806e-05, + "loss": 3.3502740478515625, "step": 200 }, { - "epoch": 0.17750166407810072, - "eval_loss": 3.1807804107666016, - "eval_runtime": 1.3721, - "eval_samples_per_second": 72.881, - "eval_steps_per_second": 12.39, + "epoch": 0.16764459346186086, + "eval_loss": 3.3255791664123535, + "eval_runtime": 1.3281, + "eval_samples_per_second": 75.295, + "eval_steps_per_second": 12.8, "step": 200 }, { - "epoch": 0.2218770800976259, - "grad_norm": 2.781658172607422, - "learning_rate": 5.36096256684492e-05, - "loss": 3.135448303222656, + "epoch": 0.20955574182732606, + "grad_norm": 2.9285762310028076, + "learning_rate": 5.879697986577182e-05, + "loss": 3.1367117309570314, "step": 250 }, { - "epoch": 0.2218770800976259, - "eval_loss": 2.998469591140747, - "eval_runtime": 1.3913, - "eval_samples_per_second": 71.878, - "eval_steps_per_second": 12.219, + "epoch": 0.20955574182732606, + "eval_loss": 3.119488477706909, + "eval_runtime": 1.3486, + "eval_samples_per_second": 74.152, + "eval_steps_per_second": 12.606, "step": 250 }, { - "epoch": 0.26625249611715107, - "grad_norm": 4.148558139801025, - "learning_rate": 5.2272727272727274e-05, - "loss": 2.9896270751953127, + "epoch": 0.2514668901927913, + "grad_norm": 3.7957241535186768, + "learning_rate": 5.854530201342282e-05, + "loss": 2.935438232421875, "step": 300 }, { - "epoch": 0.26625249611715107, - "eval_loss": 2.853468656539917, - "eval_runtime": 1.3845, - "eval_samples_per_second": 72.229, - "eval_steps_per_second": 12.279, + "epoch": 0.2514668901927913, + "eval_loss": 2.941737174987793, + "eval_runtime": 1.3173, + "eval_samples_per_second": 75.91, + "eval_steps_per_second": 12.905, "step": 300 }, { - "epoch": 0.3106279121366763, - "grad_norm": 5.026926040649414, - "learning_rate": 5.093582887700535e-05, - "loss": 2.8350180053710936, + "epoch": 0.2933780385582565, + "grad_norm": 4.438571929931641, + "learning_rate": 5.829362416107383e-05, + "loss": 2.775052185058594, "step": 350 }, { - "epoch": 0.3106279121366763, - "eval_loss": 2.696441650390625, - "eval_runtime": 1.3712, - "eval_samples_per_second": 72.93, - "eval_steps_per_second": 12.398, + "epoch": 0.2933780385582565, + "eval_loss": 2.7863004207611084, + "eval_runtime": 1.318, + "eval_samples_per_second": 75.873, + "eval_steps_per_second": 12.898, "step": 350 }, { - "epoch": 0.35500332815620145, - "grad_norm": 5.272093772888184, - "learning_rate": 4.959893048128342e-05, - "loss": 2.6543710327148435, + "epoch": 0.3352891869237217, + "grad_norm": 4.838512897491455, + "learning_rate": 5.804194630872483e-05, + "loss": 2.6266168212890624, "step": 400 }, { - "epoch": 0.35500332815620145, - "eval_loss": 2.5928080081939697, - "eval_runtime": 1.3876, - "eval_samples_per_second": 72.064, - "eval_steps_per_second": 12.251, + "epoch": 0.3352891869237217, + "eval_loss": 2.6623446941375732, + "eval_runtime": 1.3196, + "eval_samples_per_second": 75.781, + "eval_steps_per_second": 12.883, "step": 400 }, { - "epoch": 0.39937874417572666, - "grad_norm": 5.250025272369385, - "learning_rate": 4.8262032085561496e-05, - "loss": 2.6220355224609375, + "epoch": 0.37720033528918695, + "grad_norm": 5.87675666809082, + "learning_rate": 5.779026845637584e-05, + "loss": 2.500618896484375, "step": 450 }, { - "epoch": 0.39937874417572666, - "eval_loss": 2.5171070098876953, - "eval_runtime": 1.3646, - "eval_samples_per_second": 73.28, - "eval_steps_per_second": 12.458, + "epoch": 0.37720033528918695, + "eval_loss": 2.5778284072875977, + "eval_runtime": 1.3249, + "eval_samples_per_second": 75.479, + "eval_steps_per_second": 12.832, "step": 450 }, { - "epoch": 0.4437541601952518, - "grad_norm": 4.8001322746276855, - "learning_rate": 4.6925133689839576e-05, - "loss": 2.428855438232422, + "epoch": 0.4191114836546521, + "grad_norm": 5.890925884246826, + "learning_rate": 5.753859060402684e-05, + "loss": 2.4262014770507814, "step": 500 }, { - "epoch": 0.4437541601952518, - "eval_loss": 2.4427688121795654, - "eval_runtime": 1.3846, - "eval_samples_per_second": 72.223, - "eval_steps_per_second": 12.278, + "epoch": 0.4191114836546521, + "eval_loss": 2.4782729148864746, + "eval_runtime": 1.3205, + "eval_samples_per_second": 75.727, + "eval_steps_per_second": 12.874, "step": 500 }, { - "epoch": 0.48812957621477704, - "grad_norm": 6.12595272064209, - "learning_rate": 4.558823529411764e-05, - "loss": 2.4434584045410155, + "epoch": 0.46102263202011734, + "grad_norm": 7.327637195587158, + "learning_rate": 5.7286912751677856e-05, + "loss": 2.34708740234375, "step": 550 }, { - "epoch": 0.48812957621477704, - "eval_loss": 2.390429735183716, - "eval_runtime": 1.3698, - "eval_samples_per_second": 73.003, - "eval_steps_per_second": 12.411, + "epoch": 0.46102263202011734, + "eval_loss": 2.417339563369751, + "eval_runtime": 1.3195, + "eval_samples_per_second": 75.788, + "eval_steps_per_second": 12.884, "step": 550 }, { - "epoch": 0.5325049922343021, - "grad_norm": 5.311312675476074, - "learning_rate": 4.4251336898395724e-05, - "loss": 2.3509519958496092, + "epoch": 0.5029337803855826, + "grad_norm": 6.353279113769531, + "learning_rate": 5.703523489932886e-05, + "loss": 2.266437530517578, "step": 600 }, { - "epoch": 0.5325049922343021, - "eval_loss": 2.3135628700256348, - "eval_runtime": 1.3876, - "eval_samples_per_second": 72.068, - "eval_steps_per_second": 12.252, + "epoch": 0.5029337803855826, + "eval_loss": 2.375779390335083, + "eval_runtime": 1.3204, + "eval_samples_per_second": 75.735, + "eval_steps_per_second": 12.875, "step": 600 }, { - "epoch": 0.5768804082538274, - "grad_norm": 6.551558971405029, - "learning_rate": 4.29144385026738e-05, - "loss": 2.281078643798828, + "epoch": 0.5448449287510477, + "grad_norm": 5.457998752593994, + "learning_rate": 5.678355704697987e-05, + "loss": 2.2782778930664063, "step": 650 }, { - "epoch": 0.5768804082538274, - "eval_loss": 2.260392427444458, - "eval_runtime": 1.3631, - "eval_samples_per_second": 73.364, - "eval_steps_per_second": 12.472, + "epoch": 0.5448449287510477, + "eval_loss": 2.344698905944824, + "eval_runtime": 1.3229, + "eval_samples_per_second": 75.589, + "eval_steps_per_second": 12.85, "step": 650 }, { - "epoch": 0.6212558242733526, - "grad_norm": 6.1287078857421875, - "learning_rate": 4.157754010695188e-05, - "loss": 2.2810397338867188, + "epoch": 0.586756077116513, + "grad_norm": 8.852900505065918, + "learning_rate": 5.6531879194630874e-05, + "loss": 2.1273974609375, "step": 700 }, { - "epoch": 0.6212558242733526, - "eval_loss": 2.2188291549682617, - "eval_runtime": 1.363, - "eval_samples_per_second": 73.367, - "eval_steps_per_second": 12.472, + "epoch": 0.586756077116513, + "eval_loss": 2.2804863452911377, + "eval_runtime": 1.321, + "eval_samples_per_second": 75.699, + "eval_steps_per_second": 12.869, "step": 700 }, { - "epoch": 0.6656312402928778, - "grad_norm": 7.355648040771484, - "learning_rate": 4.0240641711229945e-05, - "loss": 2.224540557861328, + "epoch": 0.6286672254819782, + "grad_norm": 6.826542854309082, + "learning_rate": 5.628020134228188e-05, + "loss": 2.181948699951172, "step": 750 }, { - "epoch": 0.6656312402928778, - "eval_loss": 2.196023464202881, - "eval_runtime": 1.413, - "eval_samples_per_second": 70.769, - "eval_steps_per_second": 12.031, + "epoch": 0.6286672254819782, + "eval_loss": 2.224287509918213, + "eval_runtime": 1.319, + "eval_samples_per_second": 75.814, + "eval_steps_per_second": 12.888, "step": 750 }, { - "epoch": 0.7100066563124029, - "grad_norm": 9.154656410217285, - "learning_rate": 3.8903743315508025e-05, - "loss": 2.1677488708496093, + "epoch": 0.6705783738474435, + "grad_norm": 8.29145336151123, + "learning_rate": 5.6028523489932886e-05, + "loss": 2.101322021484375, "step": 800 }, { - "epoch": 0.7100066563124029, - "eval_loss": 2.1849515438079834, - "eval_runtime": 1.3877, - "eval_samples_per_second": 72.06, - "eval_steps_per_second": 12.25, + "epoch": 0.6705783738474435, + "eval_loss": 2.193394899368286, + "eval_runtime": 1.3212, + "eval_samples_per_second": 75.687, + "eval_steps_per_second": 12.867, "step": 800 }, { - "epoch": 0.7543820723319281, - "grad_norm": 7.161095142364502, - "learning_rate": 3.75668449197861e-05, - "loss": 2.1201741027832033, + "epoch": 0.7124895222129086, + "grad_norm": 7.018554210662842, + "learning_rate": 5.577684563758389e-05, + "loss": 2.078760681152344, "step": 850 }, { - "epoch": 0.7543820723319281, - "eval_loss": 2.142813205718994, - "eval_runtime": 1.3655, - "eval_samples_per_second": 73.236, - "eval_steps_per_second": 12.45, + "epoch": 0.7124895222129086, + "eval_loss": 2.1545662879943848, + "eval_runtime": 1.3171, + "eval_samples_per_second": 75.923, + "eval_steps_per_second": 12.907, "step": 850 }, { - "epoch": 0.7987574883514533, - "grad_norm": 6.958009719848633, - "learning_rate": 3.622994652406417e-05, - "loss": 2.1482255554199217, + "epoch": 0.7544006705783739, + "grad_norm": 8.150788307189941, + "learning_rate": 5.55251677852349e-05, + "loss": 2.0556121826171876, "step": 900 }, { - "epoch": 0.7987574883514533, - "eval_loss": 2.085005521774292, - "eval_runtime": 1.3819, - "eval_samples_per_second": 72.363, - "eval_steps_per_second": 12.302, + "epoch": 0.7544006705783739, + "eval_loss": 2.1176488399505615, + "eval_runtime": 1.3202, + "eval_samples_per_second": 75.748, + "eval_steps_per_second": 12.877, "step": 900 }, { - "epoch": 0.8431329043709784, - "grad_norm": 6.530807971954346, - "learning_rate": 3.489304812834225e-05, - "loss": 2.0744094848632812, + "epoch": 0.7963118189438391, + "grad_norm": 6.901854038238525, + "learning_rate": 5.527348993288591e-05, + "loss": 1.9831507873535157, "step": 950 }, { - "epoch": 0.8431329043709784, - "eval_loss": 2.0731053352355957, - "eval_runtime": 1.357, - "eval_samples_per_second": 73.693, - "eval_steps_per_second": 12.528, + "epoch": 0.7963118189438391, + "eval_loss": 2.099759340286255, + "eval_runtime": 1.3138, + "eval_samples_per_second": 76.114, + "eval_steps_per_second": 12.939, "step": 950 }, { - "epoch": 0.8875083203905036, - "grad_norm": 7.467922210693359, - "learning_rate": 3.355614973262033e-05, - "loss": 2.0388755798339844, + "epoch": 0.8382229673093042, + "grad_norm": 9.57073974609375, + "learning_rate": 5.502181208053691e-05, + "loss": 1.9548426818847657, "step": 1000 }, { - "epoch": 0.8875083203905036, - "eval_loss": 2.0494208335876465, - "eval_runtime": 1.3679, - "eval_samples_per_second": 73.103, - "eval_steps_per_second": 12.428, + "epoch": 0.8382229673093042, + "eval_loss": 2.063068389892578, + "eval_runtime": 1.3164, + "eval_samples_per_second": 75.964, + "eval_steps_per_second": 12.914, "step": 1000 }, { - "epoch": 0.9318837364100289, - "grad_norm": 6.871090888977051, - "learning_rate": 3.2219251336898394e-05, - "loss": 2.0605165100097658, + "epoch": 0.8801341156747695, + "grad_norm": 9.207406997680664, + "learning_rate": 5.4770134228187924e-05, + "loss": 1.934165496826172, "step": 1050 }, { - "epoch": 0.9318837364100289, - "eval_loss": 2.0349016189575195, - "eval_runtime": 1.3523, - "eval_samples_per_second": 73.948, - "eval_steps_per_second": 12.571, + "epoch": 0.8801341156747695, + "eval_loss": 2.0627496242523193, + "eval_runtime": 1.3096, + "eval_samples_per_second": 76.361, + "eval_steps_per_second": 12.981, "step": 1050 }, { - "epoch": 0.9762591524295541, - "grad_norm": 6.574929714202881, - "learning_rate": 3.088235294117647e-05, - "loss": 1.9977584838867188, + "epoch": 0.9220452640402347, + "grad_norm": 6.910806179046631, + "learning_rate": 5.451845637583892e-05, + "loss": 1.8687205505371094, "step": 1100 }, { - "epoch": 0.9762591524295541, - "eval_loss": 2.0102593898773193, - "eval_runtime": 1.3733, - "eval_samples_per_second": 72.816, - "eval_steps_per_second": 12.379, + "epoch": 0.9220452640402347, + "eval_loss": 2.0254294872283936, + "eval_runtime": 1.3089, + "eval_samples_per_second": 76.402, + "eval_steps_per_second": 12.988, "step": 1100 }, { - "epoch": 1.0204126913689815, - "grad_norm": 7.339303016662598, - "learning_rate": 2.9545454545454545e-05, - "loss": 1.9742559814453124, + "epoch": 0.9639564124057, + "grad_norm": 6.514822483062744, + "learning_rate": 5.4266778523489936e-05, + "loss": 1.8899638366699218, "step": 1150 }, { - "epoch": 1.0204126913689815, - "eval_loss": 1.993532657623291, - "eval_runtime": 1.3865, - "eval_samples_per_second": 72.122, - "eval_steps_per_second": 12.261, + "epoch": 0.9639564124057, + "eval_loss": 2.0025417804718018, + "eval_runtime": 1.3123, + "eval_samples_per_second": 76.201, + "eval_steps_per_second": 12.954, "step": 1150 }, { - "epoch": 1.0647881073885068, - "grad_norm": 8.578545570373535, - "learning_rate": 2.8208556149732622e-05, - "loss": 1.885420684814453, + "epoch": 1.0058675607711651, + "grad_norm": 7.338857173919678, + "learning_rate": 5.4015100671140935e-05, + "loss": 1.8701951599121094, "step": 1200 }, { - "epoch": 1.0647881073885068, - "eval_loss": 1.9749150276184082, - "eval_runtime": 1.386, - "eval_samples_per_second": 72.15, - "eval_steps_per_second": 12.265, + "epoch": 1.0058675607711651, + "eval_loss": 1.974115014076233, + "eval_runtime": 1.3106, + "eval_samples_per_second": 76.3, + "eval_steps_per_second": 12.971, "step": 1200 }, { - "epoch": 1.109163523408032, - "grad_norm": 7.135115623474121, - "learning_rate": 2.6871657754010696e-05, - "loss": 1.8879995727539063, + "epoch": 1.0477787091366304, + "grad_norm": 6.799989700317383, + "learning_rate": 5.376342281879195e-05, + "loss": 1.7634503173828124, "step": 1250 }, { - "epoch": 1.109163523408032, - "eval_loss": 1.9610207080841064, - "eval_runtime": 1.3576, - "eval_samples_per_second": 73.66, - "eval_steps_per_second": 12.522, + "epoch": 1.0477787091366304, + "eval_loss": 1.947939395904541, + "eval_runtime": 1.3106, + "eval_samples_per_second": 76.301, + "eval_steps_per_second": 12.971, "step": 1250 }, { - "epoch": 1.1535389394275573, - "grad_norm": 7.696407794952393, - "learning_rate": 2.5534759358288773e-05, - "loss": 1.9107748413085937, + "epoch": 1.0896898575020955, + "grad_norm": 7.16735315322876, + "learning_rate": 5.3511744966442955e-05, + "loss": 1.7611782836914063, "step": 1300 }, { - "epoch": 1.1535389394275573, - "eval_loss": 1.9466098546981812, - "eval_runtime": 1.3726, - "eval_samples_per_second": 72.853, - "eval_steps_per_second": 12.385, + "epoch": 1.0896898575020955, + "eval_loss": 1.9540085792541504, + "eval_runtime": 1.3072, + "eval_samples_per_second": 76.497, + "eval_steps_per_second": 13.004, "step": 1300 }, { - "epoch": 1.1979143554470824, - "grad_norm": 7.242908477783203, - "learning_rate": 2.4197860962566847e-05, - "loss": 1.8790682983398437, + "epoch": 1.1316010058675607, + "grad_norm": 7.926932334899902, + "learning_rate": 5.326006711409396e-05, + "loss": 1.7159942626953124, "step": 1350 }, { - "epoch": 1.1979143554470824, - "eval_loss": 1.9205948114395142, - "eval_runtime": 1.3718, - "eval_samples_per_second": 72.9, - "eval_steps_per_second": 12.393, + "epoch": 1.1316010058675607, + "eval_loss": 1.9392883777618408, + "eval_runtime": 1.3204, + "eval_samples_per_second": 75.734, + "eval_steps_per_second": 12.875, "step": 1350 }, { - "epoch": 1.2422897714666075, - "grad_norm": 7.026176452636719, - "learning_rate": 2.286096256684492e-05, - "loss": 1.8313864135742188, + "epoch": 1.173512154233026, + "grad_norm": 8.545011520385742, + "learning_rate": 5.300838926174497e-05, + "loss": 1.7063587951660155, "step": 1400 }, { - "epoch": 1.2422897714666075, - "eval_loss": 1.9090615510940552, - "eval_runtime": 1.3751, - "eval_samples_per_second": 72.721, - "eval_steps_per_second": 12.363, + "epoch": 1.173512154233026, + "eval_loss": 1.9075002670288086, + "eval_runtime": 1.3071, + "eval_samples_per_second": 76.504, + "eval_steps_per_second": 13.006, "step": 1400 }, { - "epoch": 1.2866651874861326, - "grad_norm": 7.920483112335205, - "learning_rate": 2.1524064171122998e-05, - "loss": 1.8130386352539063, + "epoch": 1.2154233025984913, + "grad_norm": 8.624767303466797, + "learning_rate": 5.275671140939597e-05, + "loss": 1.7171022033691405, "step": 1450 }, { - "epoch": 1.2866651874861326, - "eval_loss": 1.913306713104248, - "eval_runtime": 1.3585, - "eval_samples_per_second": 73.613, - "eval_steps_per_second": 12.514, + "epoch": 1.2154233025984913, + "eval_loss": 1.9038127660751343, + "eval_runtime": 1.3097, + "eval_samples_per_second": 76.351, + "eval_steps_per_second": 12.98, "step": 1450 }, { - "epoch": 1.331040603505658, - "grad_norm": 8.401237487792969, - "learning_rate": 2.0187165775401068e-05, - "loss": 1.8500143432617187, + "epoch": 1.2573344509639564, + "grad_norm": 7.939345359802246, + "learning_rate": 5.250503355704698e-05, + "loss": 1.743599395751953, "step": 1500 }, { - "epoch": 1.331040603505658, - "eval_loss": 1.8999398946762085, - "eval_runtime": 1.3489, - "eval_samples_per_second": 74.135, - "eval_steps_per_second": 12.603, + "epoch": 1.2573344509639564, + "eval_loss": 1.8788491487503052, + "eval_runtime": 1.3136, + "eval_samples_per_second": 76.126, + "eval_steps_per_second": 12.941, "step": 1500 }, { - "epoch": 1.375416019525183, - "grad_norm": 8.098930358886719, - "learning_rate": 1.8850267379679145e-05, - "loss": 1.7905709838867188, + "epoch": 1.2992455993294216, + "grad_norm": 8.108811378479004, + "learning_rate": 5.2253355704697985e-05, + "loss": 1.6337568664550781, "step": 1550 }, { - "epoch": 1.375416019525183, - "eval_loss": 1.8990869522094727, - "eval_runtime": 1.3845, - "eval_samples_per_second": 72.23, - "eval_steps_per_second": 12.279, + "epoch": 1.2992455993294216, + "eval_loss": 1.8694273233413696, + "eval_runtime": 1.3083, + "eval_samples_per_second": 76.436, + "eval_steps_per_second": 12.994, "step": 1550 }, { - "epoch": 1.4197914355447083, - "grad_norm": 7.891676902770996, - "learning_rate": 1.751336898395722e-05, - "loss": 1.7917613220214843, + "epoch": 1.341156747694887, + "grad_norm": 7.847909927368164, + "learning_rate": 5.200167785234899e-05, + "loss": 1.6766596984863282, "step": 1600 }, { - "epoch": 1.4197914355447083, - "eval_loss": 1.8718234300613403, - "eval_runtime": 1.3777, - "eval_samples_per_second": 72.586, - "eval_steps_per_second": 12.34, + "epoch": 1.341156747694887, + "eval_loss": 1.8617148399353027, + "eval_runtime": 1.3154, + "eval_samples_per_second": 76.022, + "eval_steps_per_second": 12.924, "step": 1600 }, { - "epoch": 1.4641668515642334, - "grad_norm": 8.946961402893066, - "learning_rate": 1.6176470588235293e-05, - "loss": 1.8086279296875, + "epoch": 1.3830678960603522, + "grad_norm": 7.955574989318848, + "learning_rate": 5.1750000000000004e-05, + "loss": 1.6566036987304686, "step": 1650 }, { - "epoch": 1.4641668515642334, - "eval_loss": 1.8624212741851807, - "eval_runtime": 1.3512, - "eval_samples_per_second": 74.006, - "eval_steps_per_second": 12.581, + "epoch": 1.3830678960603522, + "eval_loss": 1.8520632982254028, + "eval_runtime": 1.3116, + "eval_samples_per_second": 76.241, + "eval_steps_per_second": 12.961, "step": 1650 }, { - "epoch": 1.5085422675837585, - "grad_norm": 7.737941741943359, - "learning_rate": 1.4839572192513368e-05, - "loss": 1.8083786010742187, + "epoch": 1.4249790444258172, + "grad_norm": 8.108285903930664, + "learning_rate": 5.1498322147651004e-05, + "loss": 1.6372518920898438, "step": 1700 }, { - "epoch": 1.5085422675837585, - "eval_loss": 1.8520801067352295, - "eval_runtime": 1.3716, - "eval_samples_per_second": 72.909, - "eval_steps_per_second": 12.395, + "epoch": 1.4249790444258172, + "eval_loss": 1.8362972736358643, + "eval_runtime": 1.3059, + "eval_samples_per_second": 76.573, + "eval_steps_per_second": 13.017, "step": 1700 }, { - "epoch": 1.5529176836032836, - "grad_norm": 7.567992210388184, - "learning_rate": 1.3502673796791444e-05, - "loss": 1.8101216125488282, + "epoch": 1.4668901927912825, + "grad_norm": 7.391090393066406, + "learning_rate": 5.1246644295302017e-05, + "loss": 1.6237742614746093, "step": 1750 }, { - "epoch": 1.5529176836032836, - "eval_loss": 1.8546884059906006, - "eval_runtime": 1.3489, - "eval_samples_per_second": 74.135, - "eval_steps_per_second": 12.603, + "epoch": 1.4668901927912825, + "eval_loss": 1.8265368938446045, + "eval_runtime": 1.3072, + "eval_samples_per_second": 76.499, + "eval_steps_per_second": 13.005, "step": 1750 }, { - "epoch": 1.597293099622809, - "grad_norm": 7.850647449493408, - "learning_rate": 1.2165775401069519e-05, - "loss": 1.7484559631347656, + "epoch": 1.5088013411567478, + "grad_norm": 7.923129558563232, + "learning_rate": 5.099496644295302e-05, + "loss": 1.6319300842285156, "step": 1800 }, { - "epoch": 1.597293099622809, - "eval_loss": 1.8325403928756714, - "eval_runtime": 1.3934, - "eval_samples_per_second": 71.769, - "eval_steps_per_second": 12.201, + "epoch": 1.5088013411567478, + "eval_loss": 1.8251959085464478, + "eval_runtime": 1.3119, + "eval_samples_per_second": 76.223, + "eval_steps_per_second": 12.958, "step": 1800 }, { - "epoch": 1.6416685156423343, - "grad_norm": 7.449278354644775, - "learning_rate": 1.0828877005347594e-05, - "loss": 1.7455812072753907, + "epoch": 1.5507124895222129, + "grad_norm": 9.290380477905273, + "learning_rate": 5.074328859060403e-05, + "loss": 1.6264842224121094, "step": 1850 }, { - "epoch": 1.6416685156423343, - "eval_loss": 1.8339825868606567, - "eval_runtime": 1.399, - "eval_samples_per_second": 71.48, - "eval_steps_per_second": 12.152, + "epoch": 1.5507124895222129, + "eval_loss": 1.804435133934021, + "eval_runtime": 1.3094, + "eval_samples_per_second": 76.373, + "eval_steps_per_second": 12.983, "step": 1850 }, { - "epoch": 1.6860439316618594, - "grad_norm": 7.323045253753662, - "learning_rate": 9.491978609625668e-06, - "loss": 1.7401695251464844, + "epoch": 1.5926236378876781, + "grad_norm": 8.859464645385742, + "learning_rate": 5.0491610738255035e-05, + "loss": 1.6374754333496093, "step": 1900 }, { - "epoch": 1.6860439316618594, - "eval_loss": 1.830396294593811, - "eval_runtime": 1.3744, - "eval_samples_per_second": 72.758, - "eval_steps_per_second": 12.369, + "epoch": 1.5926236378876781, + "eval_loss": 1.7807632684707642, + "eval_runtime": 1.3136, + "eval_samples_per_second": 76.129, + "eval_steps_per_second": 12.942, "step": 1900 }, { - "epoch": 1.7304193476813845, - "grad_norm": 7.617127418518066, - "learning_rate": 8.155080213903744e-06, - "loss": 1.7710122680664062, + "epoch": 1.6345347862531434, + "grad_norm": 7.5553107261657715, + "learning_rate": 5.023993288590604e-05, + "loss": 1.5756221008300781, "step": 1950 }, { - "epoch": 1.7304193476813845, - "eval_loss": 1.8185889720916748, - "eval_runtime": 1.3513, - "eval_samples_per_second": 74.002, - "eval_steps_per_second": 12.58, + "epoch": 1.6345347862531434, + "eval_loss": 1.7838184833526611, + "eval_runtime": 1.3104, + "eval_samples_per_second": 76.314, + "eval_steps_per_second": 12.973, "step": 1950 }, { - "epoch": 1.7747947637009096, - "grad_norm": 9.143155097961426, - "learning_rate": 6.818181818181818e-06, - "loss": 1.703541259765625, + "epoch": 1.6764459346186085, + "grad_norm": 7.127007961273193, + "learning_rate": 4.9988255033557054e-05, + "loss": 1.6108526611328124, "step": 2000 }, { - "epoch": 1.7747947637009096, - "eval_loss": 1.815901756286621, - "eval_runtime": 1.3827, - "eval_samples_per_second": 72.321, - "eval_steps_per_second": 12.295, + "epoch": 1.6764459346186085, + "eval_loss": 1.7690205574035645, + "eval_runtime": 1.3123, + "eval_samples_per_second": 76.2, + "eval_steps_per_second": 12.954, "step": 2000 }, { - "epoch": 1.819170179720435, - "grad_norm": 8.4800443649292, - "learning_rate": 5.481283422459893e-06, - "loss": 1.7286773681640626, + "epoch": 1.7183570829840737, + "grad_norm": 6.814781188964844, + "learning_rate": 4.9736577181208053e-05, + "loss": 1.5662849426269532, "step": 2050 }, { - "epoch": 1.819170179720435, - "eval_loss": 1.8122726678848267, - "eval_runtime": 1.3996, - "eval_samples_per_second": 71.451, - "eval_steps_per_second": 12.147, + "epoch": 1.7183570829840737, + "eval_loss": 1.7615545988082886, + "eval_runtime": 1.3075, + "eval_samples_per_second": 76.482, + "eval_steps_per_second": 13.002, "step": 2050 }, { - "epoch": 1.86354559573996, - "grad_norm": 8.022307395935059, - "learning_rate": 4.144385026737968e-06, - "loss": 1.7711541748046875, + "epoch": 1.760268231349539, + "grad_norm": 7.434536933898926, + "learning_rate": 4.9484899328859066e-05, + "loss": 1.6154570007324218, "step": 2100 }, { - "epoch": 1.86354559573996, - "eval_loss": 1.8111375570297241, - "eval_runtime": 1.381, - "eval_samples_per_second": 72.412, - "eval_steps_per_second": 12.31, + "epoch": 1.760268231349539, + "eval_loss": 1.753432035446167, + "eval_runtime": 1.3177, + "eval_samples_per_second": 75.889, + "eval_steps_per_second": 12.901, "step": 2100 }, { - "epoch": 1.9079210117594854, - "grad_norm": 8.565483093261719, - "learning_rate": 2.807486631016043e-06, - "loss": 1.741653289794922, + "epoch": 1.802179379715004, + "grad_norm": 7.67100191116333, + "learning_rate": 4.9233221476510066e-05, + "loss": 1.5270895385742187, "step": 2150 }, { - "epoch": 1.9079210117594854, - "eval_loss": 1.8105783462524414, - "eval_runtime": 1.3865, - "eval_samples_per_second": 72.123, - "eval_steps_per_second": 12.261, + "epoch": 1.802179379715004, + "eval_loss": 1.737377643585205, + "eval_runtime": 1.3105, + "eval_samples_per_second": 76.305, + "eval_steps_per_second": 12.972, "step": 2150 }, { - "epoch": 1.9522964277790105, - "grad_norm": 7.988438606262207, - "learning_rate": 1.4705882352941177e-06, - "loss": 1.7447666931152344, + "epoch": 1.8440905280804694, + "grad_norm": 8.817289352416992, + "learning_rate": 4.898154362416108e-05, + "loss": 1.5799215698242188, "step": 2200 }, { - "epoch": 1.9522964277790105, - "eval_loss": 1.8100295066833496, - "eval_runtime": 1.3564, - "eval_samples_per_second": 73.723, - "eval_steps_per_second": 12.533, + "epoch": 1.8440905280804694, + "eval_loss": 1.738153338432312, + "eval_runtime": 1.3164, + "eval_samples_per_second": 75.967, + "eval_steps_per_second": 12.914, "step": 2200 }, { - "epoch": 1.9966718437985356, - "grad_norm": 8.755598068237305, - "learning_rate": 1.3368983957219251e-07, - "loss": 1.7345526123046875, + "epoch": 1.8860016764459346, + "grad_norm": 7.042121410369873, + "learning_rate": 4.872986577181208e-05, + "loss": 1.5948490905761719, "step": 2250 }, { - "epoch": 1.9966718437985356, - "eval_loss": 1.8079097270965576, - "eval_runtime": 1.3892, - "eval_samples_per_second": 71.983, - "eval_steps_per_second": 12.237, + "epoch": 1.8860016764459346, + "eval_loss": 1.7221215963363647, + "eval_runtime": 1.328, + "eval_samples_per_second": 75.301, + "eval_steps_per_second": 12.801, "step": 2250 + }, + { + "epoch": 1.9279128248113997, + "grad_norm": 7.423919677734375, + "learning_rate": 4.847818791946309e-05, + "loss": 1.5773471069335938, + "step": 2300 + }, + { + "epoch": 1.9279128248113997, + "eval_loss": 1.7105484008789062, + "eval_runtime": 1.321, + "eval_samples_per_second": 75.701, + "eval_steps_per_second": 12.869, + "step": 2300 + }, + { + "epoch": 1.9698239731768652, + "grad_norm": 7.331556797027588, + "learning_rate": 4.82265100671141e-05, + "loss": 1.589197235107422, + "step": 2350 + }, + { + "epoch": 1.9698239731768652, + "eval_loss": 1.6980195045471191, + "eval_runtime": 1.3234, + "eval_samples_per_second": 75.566, + "eval_steps_per_second": 12.846, + "step": 2350 + }, + { + "epoch": 2.0117351215423303, + "grad_norm": 8.534239768981934, + "learning_rate": 4.79748322147651e-05, + "loss": 1.49150390625, + "step": 2400 + }, + { + "epoch": 2.0117351215423303, + "eval_loss": 1.6935464143753052, + "eval_runtime": 1.3234, + "eval_samples_per_second": 75.561, + "eval_steps_per_second": 12.845, + "step": 2400 + }, + { + "epoch": 2.0536462699077953, + "grad_norm": 8.918983459472656, + "learning_rate": 4.772315436241611e-05, + "loss": 1.4109703063964845, + "step": 2450 + }, + { + "epoch": 2.0536462699077953, + "eval_loss": 1.682075023651123, + "eval_runtime": 1.3195, + "eval_samples_per_second": 75.784, + "eval_steps_per_second": 12.883, + "step": 2450 + }, + { + "epoch": 2.095557418273261, + "grad_norm": 8.450674057006836, + "learning_rate": 4.7471476510067115e-05, + "loss": 1.4147891235351562, + "step": 2500 + }, + { + "epoch": 2.095557418273261, + "eval_loss": 1.6843719482421875, + "eval_runtime": 1.3207, + "eval_samples_per_second": 75.719, + "eval_steps_per_second": 12.872, + "step": 2500 + }, + { + "epoch": 2.137468566638726, + "grad_norm": 8.314532279968262, + "learning_rate": 4.721979865771812e-05, + "loss": 1.3551103210449218, + "step": 2550 + }, + { + "epoch": 2.137468566638726, + "eval_loss": 1.6835081577301025, + "eval_runtime": 1.3197, + "eval_samples_per_second": 75.776, + "eval_steps_per_second": 12.882, + "step": 2550 + }, + { + "epoch": 2.179379715004191, + "grad_norm": 8.086017608642578, + "learning_rate": 4.696812080536913e-05, + "loss": 1.3754513549804688, + "step": 2600 + }, + { + "epoch": 2.179379715004191, + "eval_loss": 1.6632437705993652, + "eval_runtime": 1.3259, + "eval_samples_per_second": 75.419, + "eval_steps_per_second": 12.821, + "step": 2600 + }, + { + "epoch": 2.2212908633696564, + "grad_norm": 7.914801120758057, + "learning_rate": 4.6716442953020134e-05, + "loss": 1.4001995849609374, + "step": 2650 + }, + { + "epoch": 2.2212908633696564, + "eval_loss": 1.6767840385437012, + "eval_runtime": 1.3211, + "eval_samples_per_second": 75.693, + "eval_steps_per_second": 12.868, + "step": 2650 + }, + { + "epoch": 2.2632020117351215, + "grad_norm": 8.075952529907227, + "learning_rate": 4.646476510067115e-05, + "loss": 1.397560577392578, + "step": 2700 + }, + { + "epoch": 2.2632020117351215, + "eval_loss": 1.6516294479370117, + "eval_runtime": 1.3202, + "eval_samples_per_second": 75.747, + "eval_steps_per_second": 12.877, + "step": 2700 + }, + { + "epoch": 2.3051131601005865, + "grad_norm": 7.579532623291016, + "learning_rate": 4.6213087248322146e-05, + "loss": 1.4046427917480468, + "step": 2750 + }, + { + "epoch": 2.3051131601005865, + "eval_loss": 1.6551226377487183, + "eval_runtime": 1.323, + "eval_samples_per_second": 75.587, + "eval_steps_per_second": 12.85, + "step": 2750 + }, + { + "epoch": 2.347024308466052, + "grad_norm": 8.964472770690918, + "learning_rate": 4.596140939597316e-05, + "loss": 1.3893455505371093, + "step": 2800 + }, + { + "epoch": 2.347024308466052, + "eval_loss": 1.6423428058624268, + "eval_runtime": 1.32, + "eval_samples_per_second": 75.757, + "eval_steps_per_second": 12.879, + "step": 2800 + }, + { + "epoch": 2.388935456831517, + "grad_norm": 10.200695991516113, + "learning_rate": 4.570973154362416e-05, + "loss": 1.4229560852050782, + "step": 2850 + }, + { + "epoch": 2.388935456831517, + "eval_loss": 1.6394565105438232, + "eval_runtime": 1.334, + "eval_samples_per_second": 74.964, + "eval_steps_per_second": 12.744, + "step": 2850 + }, + { + "epoch": 2.4308466051969826, + "grad_norm": 8.970279693603516, + "learning_rate": 4.545805369127517e-05, + "loss": 1.3607884216308594, + "step": 2900 + }, + { + "epoch": 2.4308466051969826, + "eval_loss": 1.6436243057250977, + "eval_runtime": 1.3264, + "eval_samples_per_second": 75.39, + "eval_steps_per_second": 12.816, + "step": 2900 + }, + { + "epoch": 2.4727577535624476, + "grad_norm": 7.988678455352783, + "learning_rate": 4.520637583892617e-05, + "loss": 1.401595458984375, + "step": 2950 + }, + { + "epoch": 2.4727577535624476, + "eval_loss": 1.6337294578552246, + "eval_runtime": 1.3203, + "eval_samples_per_second": 75.738, + "eval_steps_per_second": 12.875, + "step": 2950 + }, + { + "epoch": 2.5146689019279127, + "grad_norm": 6.7093119621276855, + "learning_rate": 4.4954697986577184e-05, + "loss": 1.3668931579589845, + "step": 3000 + }, + { + "epoch": 2.5146689019279127, + "eval_loss": 1.6250532865524292, + "eval_runtime": 1.3184, + "eval_samples_per_second": 75.85, + "eval_steps_per_second": 12.895, + "step": 3000 + }, + { + "epoch": 2.556580050293378, + "grad_norm": 10.19338607788086, + "learning_rate": 4.470302013422819e-05, + "loss": 1.3743846130371093, + "step": 3050 + }, + { + "epoch": 2.556580050293378, + "eval_loss": 1.614687204360962, + "eval_runtime": 1.3266, + "eval_samples_per_second": 75.378, + "eval_steps_per_second": 12.814, + "step": 3050 + }, + { + "epoch": 2.5984911986588433, + "grad_norm": 8.771378517150879, + "learning_rate": 4.4451342281879196e-05, + "loss": 1.3890554809570312, + "step": 3100 + }, + { + "epoch": 2.5984911986588433, + "eval_loss": 1.6118069887161255, + "eval_runtime": 1.3238, + "eval_samples_per_second": 75.541, + "eval_steps_per_second": 12.842, + "step": 3100 + }, + { + "epoch": 2.6404023470243083, + "grad_norm": 7.261502742767334, + "learning_rate": 4.41996644295302e-05, + "loss": 1.366646728515625, + "step": 3150 + }, + { + "epoch": 2.6404023470243083, + "eval_loss": 1.6043864488601685, + "eval_runtime": 1.323, + "eval_samples_per_second": 75.587, + "eval_steps_per_second": 12.85, + "step": 3150 + }, + { + "epoch": 2.682313495389774, + "grad_norm": 7.476693153381348, + "learning_rate": 4.394798657718121e-05, + "loss": 1.3473231506347656, + "step": 3200 + }, + { + "epoch": 2.682313495389774, + "eval_loss": 1.5811587572097778, + "eval_runtime": 1.3063, + "eval_samples_per_second": 76.553, + "eval_steps_per_second": 13.014, + "step": 3200 + }, + { + "epoch": 2.724224643755239, + "grad_norm": 8.328020095825195, + "learning_rate": 4.3696308724832214e-05, + "loss": 1.354296417236328, + "step": 3250 + }, + { + "epoch": 2.724224643755239, + "eval_loss": 1.60099458694458, + "eval_runtime": 1.3194, + "eval_samples_per_second": 75.791, + "eval_steps_per_second": 12.884, + "step": 3250 + }, + { + "epoch": 2.7661357921207044, + "grad_norm": 7.663002967834473, + "learning_rate": 4.344463087248322e-05, + "loss": 1.3879621887207032, + "step": 3300 + }, + { + "epoch": 2.7661357921207044, + "eval_loss": 1.5888242721557617, + "eval_runtime": 1.3364, + "eval_samples_per_second": 74.826, + "eval_steps_per_second": 12.72, + "step": 3300 + }, + { + "epoch": 2.8080469404861694, + "grad_norm": 9.024152755737305, + "learning_rate": 4.319295302013423e-05, + "loss": 1.368860321044922, + "step": 3350 + }, + { + "epoch": 2.8080469404861694, + "eval_loss": 1.5736557245254517, + "eval_runtime": 1.3912, + "eval_samples_per_second": 71.88, + "eval_steps_per_second": 12.22, + "step": 3350 + }, + { + "epoch": 2.8499580888516345, + "grad_norm": 8.656745910644531, + "learning_rate": 4.294127516778524e-05, + "loss": 1.366145477294922, + "step": 3400 + }, + { + "epoch": 2.8499580888516345, + "eval_loss": 1.5826553106307983, + "eval_runtime": 1.3081, + "eval_samples_per_second": 76.444, + "eval_steps_per_second": 12.996, + "step": 3400 + }, + { + "epoch": 2.8918692372171, + "grad_norm": 8.006067276000977, + "learning_rate": 4.268959731543624e-05, + "loss": 1.323511505126953, + "step": 3450 + }, + { + "epoch": 2.8918692372171, + "eval_loss": 1.5641191005706787, + "eval_runtime": 1.3071, + "eval_samples_per_second": 76.505, + "eval_steps_per_second": 13.006, + "step": 3450 + }, + { + "epoch": 2.933780385582565, + "grad_norm": 8.63364028930664, + "learning_rate": 4.243791946308725e-05, + "loss": 1.34541015625, + "step": 3500 + }, + { + "epoch": 2.933780385582565, + "eval_loss": 1.5582342147827148, + "eval_runtime": 1.3089, + "eval_samples_per_second": 76.401, + "eval_steps_per_second": 12.988, + "step": 3500 + }, + { + "epoch": 2.97569153394803, + "grad_norm": 8.497447967529297, + "learning_rate": 4.218624161073825e-05, + "loss": 1.3619944763183593, + "step": 3550 + }, + { + "epoch": 2.97569153394803, + "eval_loss": 1.5561535358428955, + "eval_runtime": 1.3139, + "eval_samples_per_second": 76.11, + "eval_steps_per_second": 12.939, + "step": 3550 + }, + { + "epoch": 3.0176026823134956, + "grad_norm": 8.443196296691895, + "learning_rate": 4.1934563758389264e-05, + "loss": 1.2809111022949218, + "step": 3600 + }, + { + "epoch": 3.0176026823134956, + "eval_loss": 1.5703850984573364, + "eval_runtime": 1.3113, + "eval_samples_per_second": 76.262, + "eval_steps_per_second": 12.965, + "step": 3600 + }, + { + "epoch": 3.0595138306789607, + "grad_norm": 8.75338363647461, + "learning_rate": 4.1682885906040264e-05, + "loss": 1.2329022216796874, + "step": 3650 + }, + { + "epoch": 3.0595138306789607, + "eval_loss": 1.5693306922912598, + "eval_runtime": 1.3103, + "eval_samples_per_second": 76.319, + "eval_steps_per_second": 12.974, + "step": 3650 + }, + { + "epoch": 3.1014249790444257, + "grad_norm": 8.877315521240234, + "learning_rate": 4.1431208053691276e-05, + "loss": 1.2346041107177734, + "step": 3700 + }, + { + "epoch": 3.1014249790444257, + "eval_loss": 1.5618982315063477, + "eval_runtime": 1.3155, + "eval_samples_per_second": 76.019, + "eval_steps_per_second": 12.923, + "step": 3700 + }, + { + "epoch": 3.143336127409891, + "grad_norm": 7.173608303070068, + "learning_rate": 4.117953020134228e-05, + "loss": 1.2359423828125, + "step": 3750 + }, + { + "epoch": 3.143336127409891, + "eval_loss": 1.5642772912979126, + "eval_runtime": 1.3133, + "eval_samples_per_second": 76.145, + "eval_steps_per_second": 12.945, + "step": 3750 + }, + { + "epoch": 3.1852472757753563, + "grad_norm": 9.734856605529785, + "learning_rate": 4.092785234899329e-05, + "loss": 1.2488408660888672, + "step": 3800 + }, + { + "epoch": 3.1852472757753563, + "eval_loss": 1.5560795068740845, + "eval_runtime": 1.3079, + "eval_samples_per_second": 76.456, + "eval_steps_per_second": 12.997, + "step": 3800 + }, + { + "epoch": 3.2271584241408213, + "grad_norm": 9.255692481994629, + "learning_rate": 4.06761744966443e-05, + "loss": 1.227440643310547, + "step": 3850 + }, + { + "epoch": 3.2271584241408213, + "eval_loss": 1.5615720748901367, + "eval_runtime": 1.3165, + "eval_samples_per_second": 75.959, + "eval_steps_per_second": 12.913, + "step": 3850 + }, + { + "epoch": 3.269069572506287, + "grad_norm": 8.585817337036133, + "learning_rate": 4.04244966442953e-05, + "loss": 1.201407241821289, + "step": 3900 + }, + { + "epoch": 3.269069572506287, + "eval_loss": 1.5547152757644653, + "eval_runtime": 1.3129, + "eval_samples_per_second": 76.165, + "eval_steps_per_second": 12.948, + "step": 3900 + }, + { + "epoch": 3.310980720871752, + "grad_norm": 8.844286918640137, + "learning_rate": 4.0172818791946314e-05, + "loss": 1.2329248046875, + "step": 3950 + }, + { + "epoch": 3.310980720871752, + "eval_loss": 1.5513211488723755, + "eval_runtime": 1.3181, + "eval_samples_per_second": 75.869, + "eval_steps_per_second": 12.898, + "step": 3950 + }, + { + "epoch": 3.352891869237217, + "grad_norm": 7.8395676612854, + "learning_rate": 3.992114093959731e-05, + "loss": 1.2457215118408203, + "step": 4000 + }, + { + "epoch": 3.352891869237217, + "eval_loss": 1.5339856147766113, + "eval_runtime": 1.3069, + "eval_samples_per_second": 76.518, + "eval_steps_per_second": 13.008, + "step": 4000 + }, + { + "epoch": 3.3948030176026824, + "grad_norm": 7.250827312469482, + "learning_rate": 3.9669463087248326e-05, + "loss": 1.2182432556152343, + "step": 4050 + }, + { + "epoch": 3.3948030176026824, + "eval_loss": 1.528326153755188, + "eval_runtime": 1.3064, + "eval_samples_per_second": 76.547, + "eval_steps_per_second": 13.013, + "step": 4050 + }, + { + "epoch": 3.4367141659681475, + "grad_norm": 8.507390975952148, + "learning_rate": 3.941778523489933e-05, + "loss": 1.1763590240478516, + "step": 4100 + }, + { + "epoch": 3.4367141659681475, + "eval_loss": 1.537937879562378, + "eval_runtime": 1.3058, + "eval_samples_per_second": 76.584, + "eval_steps_per_second": 13.019, + "step": 4100 + }, + { + "epoch": 3.4786253143336126, + "grad_norm": 8.171996116638184, + "learning_rate": 3.916610738255034e-05, + "loss": 1.2010728454589843, + "step": 4150 + }, + { + "epoch": 3.4786253143336126, + "eval_loss": 1.530064344406128, + "eval_runtime": 1.3085, + "eval_samples_per_second": 76.425, + "eval_steps_per_second": 12.992, + "step": 4150 + }, + { + "epoch": 3.520536462699078, + "grad_norm": 7.582270622253418, + "learning_rate": 3.8914429530201345e-05, + "loss": 1.1953775787353516, + "step": 4200 + }, + { + "epoch": 3.520536462699078, + "eval_loss": 1.5104107856750488, + "eval_runtime": 1.308, + "eval_samples_per_second": 76.453, + "eval_steps_per_second": 12.997, + "step": 4200 + }, + { + "epoch": 3.562447611064543, + "grad_norm": 6.7094807624816895, + "learning_rate": 3.866275167785235e-05, + "loss": 1.1888941192626954, + "step": 4250 + }, + { + "epoch": 3.562447611064543, + "eval_loss": 1.51458740234375, + "eval_runtime": 1.3142, + "eval_samples_per_second": 76.095, + "eval_steps_per_second": 12.936, + "step": 4250 + }, + { + "epoch": 3.604358759430008, + "grad_norm": 8.12093448638916, + "learning_rate": 3.841107382550336e-05, + "loss": 1.2248832702636718, + "step": 4300 + }, + { + "epoch": 3.604358759430008, + "eval_loss": 1.511207938194275, + "eval_runtime": 1.3073, + "eval_samples_per_second": 76.496, + "eval_steps_per_second": 13.004, + "step": 4300 + }, + { + "epoch": 3.6462699077954737, + "grad_norm": 8.503448486328125, + "learning_rate": 3.815939597315436e-05, + "loss": 1.2137846374511718, + "step": 4350 + }, + { + "epoch": 3.6462699077954737, + "eval_loss": 1.495904803276062, + "eval_runtime": 1.3129, + "eval_samples_per_second": 76.165, + "eval_steps_per_second": 12.948, + "step": 4350 + }, + { + "epoch": 3.6881810561609387, + "grad_norm": 8.030956268310547, + "learning_rate": 3.790771812080537e-05, + "loss": 1.2259557342529297, + "step": 4400 + }, + { + "epoch": 3.6881810561609387, + "eval_loss": 1.4991346597671509, + "eval_runtime": 1.3147, + "eval_samples_per_second": 76.061, + "eval_steps_per_second": 12.93, + "step": 4400 + }, + { + "epoch": 3.7300922045264038, + "grad_norm": 8.265947341918945, + "learning_rate": 3.765604026845638e-05, + "loss": 1.2022461700439453, + "step": 4450 + }, + { + "epoch": 3.7300922045264038, + "eval_loss": 1.5012933015823364, + "eval_runtime": 1.307, + "eval_samples_per_second": 76.509, + "eval_steps_per_second": 13.007, + "step": 4450 + }, + { + "epoch": 3.7720033528918693, + "grad_norm": 9.090805053710938, + "learning_rate": 3.740436241610738e-05, + "loss": 1.200530014038086, + "step": 4500 + }, + { + "epoch": 3.7720033528918693, + "eval_loss": 1.4842772483825684, + "eval_runtime": 1.317, + "eval_samples_per_second": 75.932, + "eval_steps_per_second": 12.909, + "step": 4500 + }, + { + "epoch": 3.8139145012573343, + "grad_norm": 7.245903491973877, + "learning_rate": 3.7152684563758394e-05, + "loss": 1.1915716552734374, + "step": 4550 + }, + { + "epoch": 3.8139145012573343, + "eval_loss": 1.4761041402816772, + "eval_runtime": 1.3108, + "eval_samples_per_second": 76.287, + "eval_steps_per_second": 12.969, + "step": 4550 + }, + { + "epoch": 3.8558256496227994, + "grad_norm": 8.151508331298828, + "learning_rate": 3.6901006711409394e-05, + "loss": 1.1981431579589843, + "step": 4600 + }, + { + "epoch": 3.8558256496227994, + "eval_loss": 1.4900405406951904, + "eval_runtime": 1.3069, + "eval_samples_per_second": 76.52, + "eval_steps_per_second": 13.008, + "step": 4600 + }, + { + "epoch": 3.897736797988265, + "grad_norm": 7.736331462860107, + "learning_rate": 3.664932885906041e-05, + "loss": 1.2032262420654296, + "step": 4650 + }, + { + "epoch": 3.897736797988265, + "eval_loss": 1.4922600984573364, + "eval_runtime": 1.3152, + "eval_samples_per_second": 76.036, + "eval_steps_per_second": 12.926, + "step": 4650 + }, + { + "epoch": 3.93964794635373, + "grad_norm": 7.156012058258057, + "learning_rate": 3.6397651006711406e-05, + "loss": 1.1885392761230469, + "step": 4700 + }, + { + "epoch": 3.93964794635373, + "eval_loss": 1.4893136024475098, + "eval_runtime": 1.3081, + "eval_samples_per_second": 76.445, + "eval_steps_per_second": 12.996, + "step": 4700 + }, + { + "epoch": 3.9815590947191954, + "grad_norm": 7.402718544006348, + "learning_rate": 3.614597315436242e-05, + "loss": 1.167281494140625, + "step": 4750 + }, + { + "epoch": 3.9815590947191954, + "eval_loss": 1.4926365613937378, + "eval_runtime": 1.3049, + "eval_samples_per_second": 76.631, + "eval_steps_per_second": 13.027, + "step": 4750 + }, + { + "epoch": 4.0234702430846605, + "grad_norm": 6.653599262237549, + "learning_rate": 3.5894295302013425e-05, + "loss": 1.1446471405029297, + "step": 4800 + }, + { + "epoch": 4.0234702430846605, + "eval_loss": 1.4886661767959595, + "eval_runtime": 1.3155, + "eval_samples_per_second": 76.015, + "eval_steps_per_second": 12.923, + "step": 4800 + }, + { + "epoch": 4.065381391450126, + "grad_norm": 8.677276611328125, + "learning_rate": 3.564261744966443e-05, + "loss": 1.0744084930419922, + "step": 4850 + }, + { + "epoch": 4.065381391450126, + "eval_loss": 1.5003914833068848, + "eval_runtime": 1.3162, + "eval_samples_per_second": 75.976, + "eval_steps_per_second": 12.916, + "step": 4850 + }, + { + "epoch": 4.107292539815591, + "grad_norm": 7.787823677062988, + "learning_rate": 3.539093959731544e-05, + "loss": 1.093729248046875, + "step": 4900 + }, + { + "epoch": 4.107292539815591, + "eval_loss": 1.4922502040863037, + "eval_runtime": 1.3085, + "eval_samples_per_second": 76.422, + "eval_steps_per_second": 12.992, + "step": 4900 + }, + { + "epoch": 4.149203688181056, + "grad_norm": 7.291721343994141, + "learning_rate": 3.5139261744966444e-05, + "loss": 1.0987574768066406, + "step": 4950 + }, + { + "epoch": 4.149203688181056, + "eval_loss": 1.4958311319351196, + "eval_runtime": 1.3227, + "eval_samples_per_second": 75.603, + "eval_steps_per_second": 12.853, + "step": 4950 + }, + { + "epoch": 4.191114836546522, + "grad_norm": 7.971698760986328, + "learning_rate": 3.488758389261745e-05, + "loss": 1.1118472290039063, + "step": 5000 + }, + { + "epoch": 4.191114836546522, + "eval_loss": 1.4774560928344727, + "eval_runtime": 1.3119, + "eval_samples_per_second": 76.228, + "eval_steps_per_second": 12.959, + "step": 5000 + }, + { + "epoch": 4.233025984911986, + "grad_norm": 8.064397811889648, + "learning_rate": 3.4635906040268456e-05, + "loss": 1.0769783782958984, + "step": 5050 + }, + { + "epoch": 4.233025984911986, + "eval_loss": 1.482987642288208, + "eval_runtime": 1.3057, + "eval_samples_per_second": 76.586, + "eval_steps_per_second": 13.02, + "step": 5050 + }, + { + "epoch": 4.274937133277452, + "grad_norm": 8.052140235900879, + "learning_rate": 3.438422818791946e-05, + "loss": 1.0794688415527345, + "step": 5100 + }, + { + "epoch": 4.274937133277452, + "eval_loss": 1.491633653640747, + "eval_runtime": 1.3097, + "eval_samples_per_second": 76.352, + "eval_steps_per_second": 12.98, + "step": 5100 + }, + { + "epoch": 4.316848281642917, + "grad_norm": 7.1745452880859375, + "learning_rate": 3.4132550335570475e-05, + "loss": 1.125449447631836, + "step": 5150 + }, + { + "epoch": 4.316848281642917, + "eval_loss": 1.4796397686004639, + "eval_runtime": 1.311, + "eval_samples_per_second": 76.275, + "eval_steps_per_second": 12.967, + "step": 5150 + }, + { + "epoch": 4.358759430008382, + "grad_norm": 9.49004077911377, + "learning_rate": 3.3880872483221474e-05, + "loss": 1.1010012817382813, + "step": 5200 + }, + { + "epoch": 4.358759430008382, + "eval_loss": 1.4847711324691772, + "eval_runtime": 1.3099, + "eval_samples_per_second": 76.342, + "eval_steps_per_second": 12.978, + "step": 5200 + }, + { + "epoch": 4.400670578373847, + "grad_norm": 6.858426094055176, + "learning_rate": 3.362919463087249e-05, + "loss": 1.0861676025390625, + "step": 5250 + }, + { + "epoch": 4.400670578373847, + "eval_loss": 1.4817886352539062, + "eval_runtime": 1.3093, + "eval_samples_per_second": 76.378, + "eval_steps_per_second": 12.984, + "step": 5250 + }, + { + "epoch": 4.442581726739313, + "grad_norm": 8.979911804199219, + "learning_rate": 3.3377516778523487e-05, + "loss": 1.0603124237060546, + "step": 5300 + }, + { + "epoch": 4.442581726739313, + "eval_loss": 1.4553375244140625, + "eval_runtime": 1.3067, + "eval_samples_per_second": 76.527, + "eval_steps_per_second": 13.01, + "step": 5300 + }, + { + "epoch": 4.4844928751047775, + "grad_norm": 8.207121849060059, + "learning_rate": 3.31258389261745e-05, + "loss": 1.1343705749511719, + "step": 5350 + }, + { + "epoch": 4.4844928751047775, + "eval_loss": 1.4546470642089844, + "eval_runtime": 1.3114, + "eval_samples_per_second": 76.255, + "eval_steps_per_second": 12.963, + "step": 5350 + }, + { + "epoch": 4.526404023470243, + "grad_norm": 8.417594909667969, + "learning_rate": 3.28741610738255e-05, + "loss": 1.087770004272461, + "step": 5400 + }, + { + "epoch": 4.526404023470243, + "eval_loss": 1.4662039279937744, + "eval_runtime": 1.3103, + "eval_samples_per_second": 76.318, + "eval_steps_per_second": 12.974, + "step": 5400 + }, + { + "epoch": 4.5683151718357085, + "grad_norm": 7.539185523986816, + "learning_rate": 3.262248322147651e-05, + "loss": 1.0903499603271485, + "step": 5450 + }, + { + "epoch": 4.5683151718357085, + "eval_loss": 1.456904649734497, + "eval_runtime": 1.3096, + "eval_samples_per_second": 76.357, + "eval_steps_per_second": 12.981, + "step": 5450 + }, + { + "epoch": 4.610226320201173, + "grad_norm": 8.131542205810547, + "learning_rate": 3.237080536912752e-05, + "loss": 1.0831554412841797, + "step": 5500 + }, + { + "epoch": 4.610226320201173, + "eval_loss": 1.4568111896514893, + "eval_runtime": 1.3131, + "eval_samples_per_second": 76.155, + "eval_steps_per_second": 12.946, + "step": 5500 + }, + { + "epoch": 4.652137468566639, + "grad_norm": 8.471091270446777, + "learning_rate": 3.2119127516778524e-05, + "loss": 1.113310775756836, + "step": 5550 + }, + { + "epoch": 4.652137468566639, + "eval_loss": 1.4639575481414795, + "eval_runtime": 1.3101, + "eval_samples_per_second": 76.328, + "eval_steps_per_second": 12.976, + "step": 5550 + }, + { + "epoch": 4.694048616932104, + "grad_norm": 9.265482902526855, + "learning_rate": 3.186744966442953e-05, + "loss": 1.0913118743896484, + "step": 5600 + }, + { + "epoch": 4.694048616932104, + "eval_loss": 1.4528746604919434, + "eval_runtime": 1.3084, + "eval_samples_per_second": 76.427, + "eval_steps_per_second": 12.993, + "step": 5600 + }, + { + "epoch": 4.735959765297569, + "grad_norm": 7.978163719177246, + "learning_rate": 3.1615771812080536e-05, + "loss": 1.1045352172851564, + "step": 5650 + }, + { + "epoch": 4.735959765297569, + "eval_loss": 1.461908221244812, + "eval_runtime": 1.3082, + "eval_samples_per_second": 76.442, + "eval_steps_per_second": 12.995, + "step": 5650 + }, + { + "epoch": 4.777870913663034, + "grad_norm": 7.514118194580078, + "learning_rate": 3.136409395973154e-05, + "loss": 1.1434143829345702, + "step": 5700 + }, + { + "epoch": 4.777870913663034, + "eval_loss": 1.4462722539901733, + "eval_runtime": 1.3084, + "eval_samples_per_second": 76.431, + "eval_steps_per_second": 12.993, + "step": 5700 + }, + { + "epoch": 4.8197820620285, + "grad_norm": 7.936262130737305, + "learning_rate": 3.111241610738255e-05, + "loss": 1.0651226043701172, + "step": 5750 + }, + { + "epoch": 4.8197820620285, + "eval_loss": 1.429209589958191, + "eval_runtime": 1.3077, + "eval_samples_per_second": 76.468, + "eval_steps_per_second": 13.0, + "step": 5750 + }, + { + "epoch": 4.861693210393965, + "grad_norm": 8.838064193725586, + "learning_rate": 3.086073825503356e-05, + "loss": 1.0680814361572266, + "step": 5800 + }, + { + "epoch": 4.861693210393965, + "eval_loss": 1.4328811168670654, + "eval_runtime": 1.3089, + "eval_samples_per_second": 76.399, + "eval_steps_per_second": 12.988, + "step": 5800 + }, + { + "epoch": 4.90360435875943, + "grad_norm": 8.240621566772461, + "learning_rate": 3.060906040268457e-05, + "loss": 1.0674250030517578, + "step": 5850 + }, + { + "epoch": 4.90360435875943, + "eval_loss": 1.4490281343460083, + "eval_runtime": 1.3067, + "eval_samples_per_second": 76.527, + "eval_steps_per_second": 13.01, + "step": 5850 + }, + { + "epoch": 4.945515507124895, + "grad_norm": 6.849717617034912, + "learning_rate": 3.035738255033557e-05, + "loss": 1.127254180908203, + "step": 5900 + }, + { + "epoch": 4.945515507124895, + "eval_loss": 1.4320799112319946, + "eval_runtime": 1.3055, + "eval_samples_per_second": 76.597, + "eval_steps_per_second": 13.021, + "step": 5900 + }, + { + "epoch": 4.987426655490361, + "grad_norm": 8.04859733581543, + "learning_rate": 3.010570469798658e-05, + "loss": 1.0843943786621093, + "step": 5950 + }, + { + "epoch": 4.987426655490361, + "eval_loss": 1.4507101774215698, + "eval_runtime": 1.3159, + "eval_samples_per_second": 75.991, + "eval_steps_per_second": 12.918, + "step": 5950 + }, + { + "epoch": 5.029337803855825, + "grad_norm": 8.27238941192627, + "learning_rate": 2.9854026845637583e-05, + "loss": 0.9925987243652343, + "step": 6000 + }, + { + "epoch": 5.029337803855825, + "eval_loss": 1.4500988721847534, + "eval_runtime": 1.3154, + "eval_samples_per_second": 76.022, + "eval_steps_per_second": 12.924, + "step": 6000 + }, + { + "epoch": 5.071248952221291, + "grad_norm": 7.7484588623046875, + "learning_rate": 2.9602348993288592e-05, + "loss": 0.967954330444336, + "step": 6050 + }, + { + "epoch": 5.071248952221291, + "eval_loss": 1.4389163255691528, + "eval_runtime": 1.3088, + "eval_samples_per_second": 76.407, + "eval_steps_per_second": 12.989, + "step": 6050 + }, + { + "epoch": 5.113160100586756, + "grad_norm": 8.324884414672852, + "learning_rate": 2.93506711409396e-05, + "loss": 0.9880841064453125, + "step": 6100 + }, + { + "epoch": 5.113160100586756, + "eval_loss": 1.4397937059402466, + "eval_runtime": 1.3132, + "eval_samples_per_second": 76.147, + "eval_steps_per_second": 12.945, + "step": 6100 + }, + { + "epoch": 5.155071248952221, + "grad_norm": 8.043445587158203, + "learning_rate": 2.9098993288590605e-05, + "loss": 0.9956832885742187, + "step": 6150 + }, + { + "epoch": 5.155071248952221, + "eval_loss": 1.453405737876892, + "eval_runtime": 1.3094, + "eval_samples_per_second": 76.372, + "eval_steps_per_second": 12.983, + "step": 6150 + }, + { + "epoch": 5.1969823973176865, + "grad_norm": 8.966429710388184, + "learning_rate": 2.884731543624161e-05, + "loss": 0.9851046752929687, + "step": 6200 + }, + { + "epoch": 5.1969823973176865, + "eval_loss": 1.450720191001892, + "eval_runtime": 1.3106, + "eval_samples_per_second": 76.301, + "eval_steps_per_second": 12.971, + "step": 6200 + }, + { + "epoch": 5.238893545683152, + "grad_norm": 8.247909545898438, + "learning_rate": 2.8595637583892617e-05, + "loss": 0.9631963348388672, + "step": 6250 + }, + { + "epoch": 5.238893545683152, + "eval_loss": 1.4458355903625488, + "eval_runtime": 1.3493, + "eval_samples_per_second": 74.112, + "eval_steps_per_second": 12.599, + "step": 6250 + }, + { + "epoch": 5.280804694048617, + "grad_norm": 7.969563961029053, + "learning_rate": 2.8343959731543623e-05, + "loss": 0.9722949981689453, + "step": 6300 + }, + { + "epoch": 5.280804694048617, + "eval_loss": 1.4396941661834717, + "eval_runtime": 1.3152, + "eval_samples_per_second": 76.033, + "eval_steps_per_second": 12.926, + "step": 6300 + }, + { + "epoch": 5.322715842414082, + "grad_norm": 10.03349494934082, + "learning_rate": 2.809228187919463e-05, + "loss": 1.012443084716797, + "step": 6350 + }, + { + "epoch": 5.322715842414082, + "eval_loss": 1.4293105602264404, + "eval_runtime": 1.3105, + "eval_samples_per_second": 76.305, + "eval_steps_per_second": 12.972, + "step": 6350 + }, + { + "epoch": 5.364626990779548, + "grad_norm": 7.895944595336914, + "learning_rate": 2.784060402684564e-05, + "loss": 0.993044662475586, + "step": 6400 + }, + { + "epoch": 5.364626990779548, + "eval_loss": 1.4404101371765137, + "eval_runtime": 1.3093, + "eval_samples_per_second": 76.379, + "eval_steps_per_second": 12.984, + "step": 6400 + }, + { + "epoch": 5.406538139145012, + "grad_norm": 7.853381156921387, + "learning_rate": 2.7588926174496645e-05, + "loss": 1.0133386993408202, + "step": 6450 + }, + { + "epoch": 5.406538139145012, + "eval_loss": 1.4487998485565186, + "eval_runtime": 1.3109, + "eval_samples_per_second": 76.284, + "eval_steps_per_second": 12.968, + "step": 6450 + }, + { + "epoch": 5.448449287510478, + "grad_norm": 7.938576698303223, + "learning_rate": 2.733724832214765e-05, + "loss": 0.9752484893798828, + "step": 6500 + }, + { + "epoch": 5.448449287510478, + "eval_loss": 1.439013957977295, + "eval_runtime": 1.3237, + "eval_samples_per_second": 75.545, + "eval_steps_per_second": 12.843, + "step": 6500 + }, + { + "epoch": 5.490360435875943, + "grad_norm": 8.683091163635254, + "learning_rate": 2.7085570469798657e-05, + "loss": 0.9687157440185546, + "step": 6550 + }, + { + "epoch": 5.490360435875943, + "eval_loss": 1.4339245557785034, + "eval_runtime": 1.3171, + "eval_samples_per_second": 75.924, + "eval_steps_per_second": 12.907, + "step": 6550 + }, + { + "epoch": 5.532271584241408, + "grad_norm": 7.201942443847656, + "learning_rate": 2.6833892617449663e-05, + "loss": 1.003968505859375, + "step": 6600 + }, + { + "epoch": 5.532271584241408, + "eval_loss": 1.4294220209121704, + "eval_runtime": 1.3257, + "eval_samples_per_second": 75.432, + "eval_steps_per_second": 12.823, + "step": 6600 + }, + { + "epoch": 5.574182732606873, + "grad_norm": 7.990872859954834, + "learning_rate": 2.658221476510067e-05, + "loss": 1.0251528167724608, + "step": 6650 + }, + { + "epoch": 5.574182732606873, + "eval_loss": 1.4342848062515259, + "eval_runtime": 1.3203, + "eval_samples_per_second": 75.742, + "eval_steps_per_second": 12.876, + "step": 6650 + }, + { + "epoch": 5.616093880972339, + "grad_norm": 8.979780197143555, + "learning_rate": 2.6330536912751675e-05, + "loss": 1.0025927734375, + "step": 6700 + }, + { + "epoch": 5.616093880972339, + "eval_loss": 1.427762508392334, + "eval_runtime": 1.3273, + "eval_samples_per_second": 75.343, + "eval_steps_per_second": 12.808, + "step": 6700 + }, + { + "epoch": 5.6580050293378035, + "grad_norm": 8.129778861999512, + "learning_rate": 2.6078859060402685e-05, + "loss": 0.9966341400146485, + "step": 6750 + }, + { + "epoch": 5.6580050293378035, + "eval_loss": 1.4209414720535278, + "eval_runtime": 1.3215, + "eval_samples_per_second": 75.67, + "eval_steps_per_second": 12.864, + "step": 6750 + }, + { + "epoch": 5.699916177703269, + "grad_norm": 8.076849937438965, + "learning_rate": 2.5827181208053695e-05, + "loss": 1.0694184112548828, + "step": 6800 + }, + { + "epoch": 5.699916177703269, + "eval_loss": 1.4195367097854614, + "eval_runtime": 1.3194, + "eval_samples_per_second": 75.791, + "eval_steps_per_second": 12.884, + "step": 6800 + }, + { + "epoch": 5.7418273260687345, + "grad_norm": 9.296486854553223, + "learning_rate": 2.55755033557047e-05, + "loss": 0.9731069946289063, + "step": 6850 + }, + { + "epoch": 5.7418273260687345, + "eval_loss": 1.4187347888946533, + "eval_runtime": 1.3189, + "eval_samples_per_second": 75.819, + "eval_steps_per_second": 12.889, + "step": 6850 + }, + { + "epoch": 5.7837384744342, + "grad_norm": 8.775923728942871, + "learning_rate": 2.5323825503355707e-05, + "loss": 1.0156724548339844, + "step": 6900 + }, + { + "epoch": 5.7837384744342, + "eval_loss": 1.4232662916183472, + "eval_runtime": 1.3211, + "eval_samples_per_second": 75.692, + "eval_steps_per_second": 12.868, + "step": 6900 + }, + { + "epoch": 5.825649622799665, + "grad_norm": 9.39543342590332, + "learning_rate": 2.5072147651006713e-05, + "loss": 1.0193019104003906, + "step": 6950 + }, + { + "epoch": 5.825649622799665, + "eval_loss": 1.4033825397491455, + "eval_runtime": 1.3262, + "eval_samples_per_second": 75.401, + "eval_steps_per_second": 12.818, + "step": 6950 + }, + { + "epoch": 5.86756077116513, + "grad_norm": 8.898547172546387, + "learning_rate": 2.482046979865772e-05, + "loss": 0.9925969696044922, + "step": 7000 + }, + { + "epoch": 5.86756077116513, + "eval_loss": 1.403509497642517, + "eval_runtime": 1.324, + "eval_samples_per_second": 75.53, + "eval_steps_per_second": 12.84, + "step": 7000 + }, + { + "epoch": 5.909471919530596, + "grad_norm": 7.939687728881836, + "learning_rate": 2.4568791946308725e-05, + "loss": 0.9992769622802734, + "step": 7050 + }, + { + "epoch": 5.909471919530596, + "eval_loss": 1.4148446321487427, + "eval_runtime": 1.3217, + "eval_samples_per_second": 75.663, + "eval_steps_per_second": 12.863, + "step": 7050 + }, + { + "epoch": 5.95138306789606, + "grad_norm": 7.085293769836426, + "learning_rate": 2.4317114093959735e-05, + "loss": 1.0247660064697266, + "step": 7100 + }, + { + "epoch": 5.95138306789606, + "eval_loss": 1.4027897119522095, + "eval_runtime": 1.3239, + "eval_samples_per_second": 75.537, + "eval_steps_per_second": 12.841, + "step": 7100 + }, + { + "epoch": 5.993294216261526, + "grad_norm": 7.334988594055176, + "learning_rate": 2.406543624161074e-05, + "loss": 0.9960948181152344, + "step": 7150 + }, + { + "epoch": 5.993294216261526, + "eval_loss": 1.3956409692764282, + "eval_runtime": 1.3259, + "eval_samples_per_second": 75.419, + "eval_steps_per_second": 12.821, + "step": 7150 + }, + { + "epoch": 6.035205364626991, + "grad_norm": 7.5491042137146, + "learning_rate": 2.3813758389261747e-05, + "loss": 0.9590288543701172, + "step": 7200 + }, + { + "epoch": 6.035205364626991, + "eval_loss": 1.421021580696106, + "eval_runtime": 1.3276, + "eval_samples_per_second": 75.321, + "eval_steps_per_second": 12.805, + "step": 7200 + }, + { + "epoch": 6.077116512992456, + "grad_norm": 8.102331161499023, + "learning_rate": 2.3562080536912753e-05, + "loss": 0.8921336364746094, + "step": 7250 + }, + { + "epoch": 6.077116512992456, + "eval_loss": 1.4105138778686523, + "eval_runtime": 1.3172, + "eval_samples_per_second": 75.918, + "eval_steps_per_second": 12.906, + "step": 7250 + }, + { + "epoch": 6.119027661357921, + "grad_norm": 8.010552406311035, + "learning_rate": 2.331040268456376e-05, + "loss": 0.8992021179199219, + "step": 7300 + }, + { + "epoch": 6.119027661357921, + "eval_loss": 1.4192215204238892, + "eval_runtime": 1.3213, + "eval_samples_per_second": 75.683, + "eval_steps_per_second": 12.866, + "step": 7300 + }, + { + "epoch": 6.160938809723387, + "grad_norm": 7.069246768951416, + "learning_rate": 2.3058724832214765e-05, + "loss": 0.910236587524414, + "step": 7350 + }, + { + "epoch": 6.160938809723387, + "eval_loss": 1.4088717699050903, + "eval_runtime": 1.3221, + "eval_samples_per_second": 75.639, + "eval_steps_per_second": 12.859, + "step": 7350 + }, + { + "epoch": 6.202849958088851, + "grad_norm": 7.486292839050293, + "learning_rate": 2.280704697986577e-05, + "loss": 0.866146469116211, + "step": 7400 + }, + { + "epoch": 6.202849958088851, + "eval_loss": 1.4406752586364746, + "eval_runtime": 1.3265, + "eval_samples_per_second": 75.385, + "eval_steps_per_second": 12.815, + "step": 7400 + }, + { + "epoch": 6.244761106454317, + "grad_norm": 8.706947326660156, + "learning_rate": 2.255536912751678e-05, + "loss": 0.9541705322265625, + "step": 7450 + }, + { + "epoch": 6.244761106454317, + "eval_loss": 1.4225102663040161, + "eval_runtime": 1.3203, + "eval_samples_per_second": 75.738, + "eval_steps_per_second": 12.875, + "step": 7450 + }, + { + "epoch": 6.286672254819782, + "grad_norm": 8.882471084594727, + "learning_rate": 2.2303691275167787e-05, + "loss": 0.9190203857421875, + "step": 7500 + }, + { + "epoch": 6.286672254819782, + "eval_loss": 1.414080023765564, + "eval_runtime": 1.3229, + "eval_samples_per_second": 75.592, + "eval_steps_per_second": 12.851, + "step": 7500 + }, + { + "epoch": 6.328583403185247, + "grad_norm": 8.999835014343262, + "learning_rate": 2.2052013422818793e-05, + "loss": 0.9251675415039062, + "step": 7550 + }, + { + "epoch": 6.328583403185247, + "eval_loss": 1.4201768636703491, + "eval_runtime": 1.3234, + "eval_samples_per_second": 75.561, + "eval_steps_per_second": 12.845, + "step": 7550 + }, + { + "epoch": 6.3704945515507125, + "grad_norm": 19.048643112182617, + "learning_rate": 2.18003355704698e-05, + "loss": 0.9465265655517578, + "step": 7600 + }, + { + "epoch": 6.3704945515507125, + "eval_loss": 1.4244815111160278, + "eval_runtime": 1.3165, + "eval_samples_per_second": 75.959, + "eval_steps_per_second": 12.913, + "step": 7600 + }, + { + "epoch": 6.412405699916178, + "grad_norm": 7.876664638519287, + "learning_rate": 2.1548657718120806e-05, + "loss": 0.9214114379882813, + "step": 7650 + }, + { + "epoch": 6.412405699916178, + "eval_loss": 1.4028754234313965, + "eval_runtime": 1.36, + "eval_samples_per_second": 73.529, + "eval_steps_per_second": 12.5, + "step": 7650 + }, + { + "epoch": 6.454316848281643, + "grad_norm": 7.950414657592773, + "learning_rate": 2.1296979865771812e-05, + "loss": 0.9261102294921875, + "step": 7700 + }, + { + "epoch": 6.454316848281643, + "eval_loss": 1.4066473245620728, + "eval_runtime": 1.3251, + "eval_samples_per_second": 75.467, + "eval_steps_per_second": 12.829, + "step": 7700 + }, + { + "epoch": 6.496227996647108, + "grad_norm": 10.028432846069336, + "learning_rate": 2.1045302013422818e-05, + "loss": 0.9592378997802734, + "step": 7750 + }, + { + "epoch": 6.496227996647108, + "eval_loss": 1.3987481594085693, + "eval_runtime": 1.3299, + "eval_samples_per_second": 75.196, + "eval_steps_per_second": 12.783, + "step": 7750 + }, + { + "epoch": 6.538139145012574, + "grad_norm": 7.391389846801758, + "learning_rate": 2.0793624161073828e-05, + "loss": 0.9425662994384766, + "step": 7800 + }, + { + "epoch": 6.538139145012574, + "eval_loss": 1.3959389925003052, + "eval_runtime": 1.3529, + "eval_samples_per_second": 73.918, + "eval_steps_per_second": 12.566, + "step": 7800 + }, + { + "epoch": 6.580050293378038, + "grad_norm": 10.522768020629883, + "learning_rate": 2.0541946308724834e-05, + "loss": 0.8912117767333985, + "step": 7850 + }, + { + "epoch": 6.580050293378038, + "eval_loss": 1.3973815441131592, + "eval_runtime": 1.3092, + "eval_samples_per_second": 76.382, + "eval_steps_per_second": 12.985, + "step": 7850 + }, + { + "epoch": 6.621961441743504, + "grad_norm": 9.219219207763672, + "learning_rate": 2.029026845637584e-05, + "loss": 0.9257565307617187, + "step": 7900 + }, + { + "epoch": 6.621961441743504, + "eval_loss": 1.386621117591858, + "eval_runtime": 1.3124, + "eval_samples_per_second": 76.198, + "eval_steps_per_second": 12.954, + "step": 7900 + }, + { + "epoch": 6.663872590108969, + "grad_norm": 7.803803443908691, + "learning_rate": 2.0038590604026846e-05, + "loss": 0.9501576232910156, + "step": 7950 + }, + { + "epoch": 6.663872590108969, + "eval_loss": 1.387654423713684, + "eval_runtime": 1.3237, + "eval_samples_per_second": 75.546, + "eval_steps_per_second": 12.843, + "step": 7950 + }, + { + "epoch": 6.705783738474434, + "grad_norm": 8.187541961669922, + "learning_rate": 1.9786912751677852e-05, + "loss": 0.94219482421875, + "step": 8000 + }, + { + "epoch": 6.705783738474434, + "eval_loss": 1.396321415901184, + "eval_runtime": 1.3092, + "eval_samples_per_second": 76.382, + "eval_steps_per_second": 12.985, + "step": 8000 + }, + { + "epoch": 6.747694886839899, + "grad_norm": 7.921971797943115, + "learning_rate": 1.9535234899328858e-05, + "loss": 0.9036112213134766, + "step": 8050 + }, + { + "epoch": 6.747694886839899, + "eval_loss": 1.392683744430542, + "eval_runtime": 1.3145, + "eval_samples_per_second": 76.075, + "eval_steps_per_second": 12.933, + "step": 8050 + }, + { + "epoch": 6.789606035205365, + "grad_norm": 7.816883563995361, + "learning_rate": 1.9283557046979864e-05, + "loss": 0.9160438537597656, + "step": 8100 + }, + { + "epoch": 6.789606035205365, + "eval_loss": 1.3972537517547607, + "eval_runtime": 1.3067, + "eval_samples_per_second": 76.531, + "eval_steps_per_second": 13.01, + "step": 8100 + }, + { + "epoch": 6.8315171835708295, + "grad_norm": 7.804800987243652, + "learning_rate": 1.9031879194630874e-05, + "loss": 0.9270132446289062, + "step": 8150 + }, + { + "epoch": 6.8315171835708295, + "eval_loss": 1.3819900751113892, + "eval_runtime": 1.3094, + "eval_samples_per_second": 76.374, + "eval_steps_per_second": 12.984, + "step": 8150 + }, + { + "epoch": 6.873428331936295, + "grad_norm": 8.289756774902344, + "learning_rate": 1.878020134228188e-05, + "loss": 0.9180772399902344, + "step": 8200 + }, + { + "epoch": 6.873428331936295, + "eval_loss": 1.3977206945419312, + "eval_runtime": 1.3094, + "eval_samples_per_second": 76.369, + "eval_steps_per_second": 12.983, + "step": 8200 + }, + { + "epoch": 6.9153394803017605, + "grad_norm": 9.39144515991211, + "learning_rate": 1.8528523489932886e-05, + "loss": 0.9062419891357422, + "step": 8250 + }, + { + "epoch": 6.9153394803017605, + "eval_loss": 1.375473976135254, + "eval_runtime": 1.3089, + "eval_samples_per_second": 76.398, + "eval_steps_per_second": 12.988, + "step": 8250 + }, + { + "epoch": 6.957250628667225, + "grad_norm": 8.791142463684082, + "learning_rate": 1.8276845637583892e-05, + "loss": 0.952476577758789, + "step": 8300 + }, + { + "epoch": 6.957250628667225, + "eval_loss": 1.389543056488037, + "eval_runtime": 1.3217, + "eval_samples_per_second": 75.66, + "eval_steps_per_second": 12.862, + "step": 8300 + }, + { + "epoch": 6.999161777032691, + "grad_norm": 8.911063194274902, + "learning_rate": 1.80251677852349e-05, + "loss": 0.9405780029296875, + "step": 8350 + }, + { + "epoch": 6.999161777032691, + "eval_loss": 1.381428837776184, + "eval_runtime": 1.3144, + "eval_samples_per_second": 76.083, + "eval_steps_per_second": 12.934, + "step": 8350 + }, + { + "epoch": 7.041072925398156, + "grad_norm": 8.737972259521484, + "learning_rate": 1.7773489932885905e-05, + "loss": 0.8461763000488282, + "step": 8400 + }, + { + "epoch": 7.041072925398156, + "eval_loss": 1.404624581336975, + "eval_runtime": 1.3101, + "eval_samples_per_second": 76.328, + "eval_steps_per_second": 12.976, + "step": 8400 + }, + { + "epoch": 7.082984073763621, + "grad_norm": 7.6500630378723145, + "learning_rate": 1.752181208053691e-05, + "loss": 0.8605227661132813, + "step": 8450 + }, + { + "epoch": 7.082984073763621, + "eval_loss": 1.4016004800796509, + "eval_runtime": 1.3339, + "eval_samples_per_second": 74.968, + "eval_steps_per_second": 12.745, + "step": 8450 + }, + { + "epoch": 7.124895222129086, + "grad_norm": 8.47529125213623, + "learning_rate": 1.727013422818792e-05, + "loss": 0.8707926177978516, + "step": 8500 + }, + { + "epoch": 7.124895222129086, + "eval_loss": 1.4020596742630005, + "eval_runtime": 1.3125, + "eval_samples_per_second": 76.192, + "eval_steps_per_second": 12.953, + "step": 8500 + }, + { + "epoch": 7.166806370494552, + "grad_norm": 8.03702163696289, + "learning_rate": 1.7018456375838926e-05, + "loss": 0.8673520660400391, + "step": 8550 + }, + { + "epoch": 7.166806370494552, + "eval_loss": 1.409217357635498, + "eval_runtime": 1.3112, + "eval_samples_per_second": 76.268, + "eval_steps_per_second": 12.966, + "step": 8550 + }, + { + "epoch": 7.208717518860016, + "grad_norm": 9.523116111755371, + "learning_rate": 1.6766778523489933e-05, + "loss": 0.8610651397705078, + "step": 8600 + }, + { + "epoch": 7.208717518860016, + "eval_loss": 1.413827657699585, + "eval_runtime": 1.3076, + "eval_samples_per_second": 76.476, + "eval_steps_per_second": 13.001, + "step": 8600 + }, + { + "epoch": 7.250628667225482, + "grad_norm": 8.69580078125, + "learning_rate": 1.651510067114094e-05, + "loss": 0.8646464538574219, + "step": 8650 + }, + { + "epoch": 7.250628667225482, + "eval_loss": 1.4039324522018433, + "eval_runtime": 1.3085, + "eval_samples_per_second": 76.424, + "eval_steps_per_second": 12.992, + "step": 8650 + }, + { + "epoch": 7.292539815590947, + "grad_norm": 9.004595756530762, + "learning_rate": 1.6263422818791945e-05, + "loss": 0.8606627655029296, + "step": 8700 + }, + { + "epoch": 7.292539815590947, + "eval_loss": 1.3969203233718872, + "eval_runtime": 1.3144, + "eval_samples_per_second": 76.083, + "eval_steps_per_second": 12.934, + "step": 8700 + }, + { + "epoch": 7.334450963956412, + "grad_norm": 10.599759101867676, + "learning_rate": 1.6011744966442954e-05, + "loss": 0.8652530670166015, + "step": 8750 + }, + { + "epoch": 7.334450963956412, + "eval_loss": 1.3936374187469482, + "eval_runtime": 1.3142, + "eval_samples_per_second": 76.09, + "eval_steps_per_second": 12.935, + "step": 8750 + }, + { + "epoch": 7.376362112321877, + "grad_norm": 9.753110885620117, + "learning_rate": 1.576006711409396e-05, + "loss": 0.8457546997070312, + "step": 8800 + }, + { + "epoch": 7.376362112321877, + "eval_loss": 1.3915700912475586, + "eval_runtime": 1.3129, + "eval_samples_per_second": 76.17, + "eval_steps_per_second": 12.949, + "step": 8800 + }, + { + "epoch": 7.418273260687343, + "grad_norm": 9.131157875061035, + "learning_rate": 1.5508389261744967e-05, + "loss": 0.849459457397461, + "step": 8850 + }, + { + "epoch": 7.418273260687343, + "eval_loss": 1.3911302089691162, + "eval_runtime": 1.3158, + "eval_samples_per_second": 76.001, + "eval_steps_per_second": 12.92, + "step": 8850 + }, + { + "epoch": 7.460184409052808, + "grad_norm": 9.842427253723145, + "learning_rate": 1.5256711409395975e-05, + "loss": 0.9080851745605468, + "step": 8900 + }, + { + "epoch": 7.460184409052808, + "eval_loss": 1.3832069635391235, + "eval_runtime": 1.3075, + "eval_samples_per_second": 76.48, + "eval_steps_per_second": 13.002, + "step": 8900 + }, + { + "epoch": 7.502095557418273, + "grad_norm": 8.517088890075684, + "learning_rate": 1.500503355704698e-05, + "loss": 0.8484629821777344, + "step": 8950 + }, + { + "epoch": 7.502095557418273, + "eval_loss": 1.387845516204834, + "eval_runtime": 1.3107, + "eval_samples_per_second": 76.298, + "eval_steps_per_second": 12.971, + "step": 8950 + }, + { + "epoch": 7.5440067057837386, + "grad_norm": 8.61888313293457, + "learning_rate": 1.4753355704697987e-05, + "loss": 0.859649658203125, + "step": 9000 + }, + { + "epoch": 7.5440067057837386, + "eval_loss": 1.3796684741973877, + "eval_runtime": 1.3117, + "eval_samples_per_second": 76.24, + "eval_steps_per_second": 12.961, + "step": 9000 + }, + { + "epoch": 7.585917854149204, + "grad_norm": 9.451814651489258, + "learning_rate": 1.4501677852348993e-05, + "loss": 0.8550418090820312, + "step": 9050 + }, + { + "epoch": 7.585917854149204, + "eval_loss": 1.3890985250473022, + "eval_runtime": 1.3091, + "eval_samples_per_second": 76.39, + "eval_steps_per_second": 12.986, + "step": 9050 + }, + { + "epoch": 7.627829002514669, + "grad_norm": 7.689682960510254, + "learning_rate": 1.4249999999999999e-05, + "loss": 0.8378238677978516, + "step": 9100 + }, + { + "epoch": 7.627829002514669, + "eval_loss": 1.382077693939209, + "eval_runtime": 1.3129, + "eval_samples_per_second": 76.165, + "eval_steps_per_second": 12.948, + "step": 9100 + }, + { + "epoch": 7.669740150880134, + "grad_norm": 8.914044380187988, + "learning_rate": 1.3998322147651007e-05, + "loss": 0.8677043151855469, + "step": 9150 + }, + { + "epoch": 7.669740150880134, + "eval_loss": 1.3811883926391602, + "eval_runtime": 1.3094, + "eval_samples_per_second": 76.371, + "eval_steps_per_second": 12.983, + "step": 9150 + }, + { + "epoch": 7.7116512992456, + "grad_norm": 8.388723373413086, + "learning_rate": 1.3746644295302013e-05, + "loss": 0.8768821716308594, + "step": 9200 + }, + { + "epoch": 7.7116512992456, + "eval_loss": 1.370642900466919, + "eval_runtime": 1.3151, + "eval_samples_per_second": 76.041, + "eval_steps_per_second": 12.927, + "step": 9200 + }, + { + "epoch": 7.753562447611064, + "grad_norm": 7.788331985473633, + "learning_rate": 1.3494966442953021e-05, + "loss": 0.9003873443603516, + "step": 9250 + }, + { + "epoch": 7.753562447611064, + "eval_loss": 1.3828204870224, + "eval_runtime": 1.3115, + "eval_samples_per_second": 76.25, + "eval_steps_per_second": 12.962, + "step": 9250 + }, + { + "epoch": 7.79547359597653, + "grad_norm": 10.433382987976074, + "learning_rate": 1.3243288590604029e-05, + "loss": 0.868186264038086, + "step": 9300 + }, + { + "epoch": 7.79547359597653, + "eval_loss": 1.380051612854004, + "eval_runtime": 1.3104, + "eval_samples_per_second": 76.31, + "eval_steps_per_second": 12.973, + "step": 9300 + }, + { + "epoch": 7.837384744341995, + "grad_norm": 8.336097717285156, + "learning_rate": 1.2991610738255035e-05, + "loss": 0.8668665313720703, + "step": 9350 + }, + { + "epoch": 7.837384744341995, + "eval_loss": 1.3708611726760864, + "eval_runtime": 1.3089, + "eval_samples_per_second": 76.401, + "eval_steps_per_second": 12.988, + "step": 9350 + }, + { + "epoch": 7.87929589270746, + "grad_norm": 8.220783233642578, + "learning_rate": 1.2739932885906041e-05, + "loss": 0.8469175720214843, + "step": 9400 + }, + { + "epoch": 7.87929589270746, + "eval_loss": 1.3757524490356445, + "eval_runtime": 1.3076, + "eval_samples_per_second": 76.476, + "eval_steps_per_second": 13.001, + "step": 9400 + }, + { + "epoch": 7.921207041072925, + "grad_norm": 7.74770975112915, + "learning_rate": 1.2488255033557047e-05, + "loss": 0.8731184387207032, + "step": 9450 + }, + { + "epoch": 7.921207041072925, + "eval_loss": 1.374078392982483, + "eval_runtime": 1.3072, + "eval_samples_per_second": 76.502, + "eval_steps_per_second": 13.005, + "step": 9450 + }, + { + "epoch": 7.963118189438391, + "grad_norm": 13.994065284729004, + "learning_rate": 1.2236577181208055e-05, + "loss": 0.8569823455810547, + "step": 9500 + }, + { + "epoch": 7.963118189438391, + "eval_loss": 1.3806568384170532, + "eval_runtime": 1.3103, + "eval_samples_per_second": 76.32, + "eval_steps_per_second": 12.974, + "step": 9500 + }, + { + "epoch": 8.005029337803856, + "grad_norm": 8.4920072555542, + "learning_rate": 1.1984899328859061e-05, + "loss": 0.8283097839355469, + "step": 9550 + }, + { + "epoch": 8.005029337803856, + "eval_loss": 1.3723480701446533, + "eval_runtime": 1.3124, + "eval_samples_per_second": 76.198, + "eval_steps_per_second": 12.954, + "step": 9550 + }, + { + "epoch": 8.046940486169321, + "grad_norm": 8.069540977478027, + "learning_rate": 1.1733221476510067e-05, + "loss": 0.821678466796875, + "step": 9600 + }, + { + "epoch": 8.046940486169321, + "eval_loss": 1.3937333822250366, + "eval_runtime": 1.3136, + "eval_samples_per_second": 76.127, + "eval_steps_per_second": 12.942, + "step": 9600 + }, + { + "epoch": 8.088851634534786, + "grad_norm": 9.921940803527832, + "learning_rate": 1.1481543624161075e-05, + "loss": 0.8030374145507813, + "step": 9650 + }, + { + "epoch": 8.088851634534786, + "eval_loss": 1.381339430809021, + "eval_runtime": 1.3144, + "eval_samples_per_second": 76.082, + "eval_steps_per_second": 12.934, + "step": 9650 + }, + { + "epoch": 8.130762782900252, + "grad_norm": 9.074210166931152, + "learning_rate": 1.1229865771812081e-05, + "loss": 0.7958895111083985, + "step": 9700 + }, + { + "epoch": 8.130762782900252, + "eval_loss": 1.3928741216659546, + "eval_runtime": 1.3161, + "eval_samples_per_second": 75.982, + "eval_steps_per_second": 12.917, + "step": 9700 + }, + { + "epoch": 8.172673931265717, + "grad_norm": 8.97559642791748, + "learning_rate": 1.0978187919463087e-05, + "loss": 0.783568115234375, + "step": 9750 + }, + { + "epoch": 8.172673931265717, + "eval_loss": 1.4037460088729858, + "eval_runtime": 1.311, + "eval_samples_per_second": 76.278, + "eval_steps_per_second": 12.967, + "step": 9750 + }, + { + "epoch": 8.214585079631181, + "grad_norm": 7.9130330085754395, + "learning_rate": 1.0726510067114094e-05, + "loss": 0.9023107147216797, + "step": 9800 + }, + { + "epoch": 8.214585079631181, + "eval_loss": 1.3975722789764404, + "eval_runtime": 1.3099, + "eval_samples_per_second": 76.339, + "eval_steps_per_second": 12.978, + "step": 9800 + }, + { + "epoch": 8.256496227996648, + "grad_norm": 10.273441314697266, + "learning_rate": 1.0474832214765101e-05, + "loss": 0.8038414001464844, + "step": 9850 + }, + { + "epoch": 8.256496227996648, + "eval_loss": 1.396716594696045, + "eval_runtime": 1.3054, + "eval_samples_per_second": 76.602, + "eval_steps_per_second": 13.022, + "step": 9850 + }, + { + "epoch": 8.298407376362112, + "grad_norm": 7.952096939086914, + "learning_rate": 1.0223154362416108e-05, + "loss": 0.7995934295654297, + "step": 9900 + }, + { + "epoch": 8.298407376362112, + "eval_loss": 1.3998767137527466, + "eval_runtime": 1.3124, + "eval_samples_per_second": 76.195, + "eval_steps_per_second": 12.953, + "step": 9900 + }, + { + "epoch": 8.340318524727577, + "grad_norm": 9.221684455871582, + "learning_rate": 9.971476510067114e-06, + "loss": 0.8333676147460938, + "step": 9950 + }, + { + "epoch": 8.340318524727577, + "eval_loss": 1.4037277698516846, + "eval_runtime": 1.3082, + "eval_samples_per_second": 76.441, + "eval_steps_per_second": 12.995, + "step": 9950 + }, + { + "epoch": 8.382229673093043, + "grad_norm": 11.292074203491211, + "learning_rate": 9.71979865771812e-06, + "loss": 0.7862572479248047, + "step": 10000 + }, + { + "epoch": 8.382229673093043, + "eval_loss": 1.397322416305542, + "eval_runtime": 1.3084, + "eval_samples_per_second": 76.432, + "eval_steps_per_second": 12.993, + "step": 10000 + }, + { + "epoch": 8.424140821458508, + "grad_norm": 8.441837310791016, + "learning_rate": 9.468120805369128e-06, + "loss": 0.8175559997558594, + "step": 10050 + }, + { + "epoch": 8.424140821458508, + "eval_loss": 1.3924691677093506, + "eval_runtime": 1.3062, + "eval_samples_per_second": 76.56, + "eval_steps_per_second": 13.015, + "step": 10050 + }, + { + "epoch": 8.466051969823972, + "grad_norm": 8.004411697387695, + "learning_rate": 9.216442953020134e-06, + "loss": 0.8158341979980469, + "step": 10100 + }, + { + "epoch": 8.466051969823972, + "eval_loss": 1.3930532932281494, + "eval_runtime": 1.3076, + "eval_samples_per_second": 76.474, + "eval_steps_per_second": 13.001, + "step": 10100 + }, + { + "epoch": 8.507963118189439, + "grad_norm": 11.439962387084961, + "learning_rate": 8.96476510067114e-06, + "loss": 0.7973479461669922, + "step": 10150 + }, + { + "epoch": 8.507963118189439, + "eval_loss": 1.3848984241485596, + "eval_runtime": 1.3077, + "eval_samples_per_second": 76.467, + "eval_steps_per_second": 12.999, + "step": 10150 + }, + { + "epoch": 8.549874266554903, + "grad_norm": 8.261672019958496, + "learning_rate": 8.713087248322148e-06, + "loss": 0.8254232788085938, + "step": 10200 + }, + { + "epoch": 8.549874266554903, + "eval_loss": 1.3915879726409912, + "eval_runtime": 1.3064, + "eval_samples_per_second": 76.545, + "eval_steps_per_second": 13.013, + "step": 10200 + }, + { + "epoch": 8.591785414920368, + "grad_norm": 7.573044776916504, + "learning_rate": 8.461409395973156e-06, + "loss": 0.8546940612792969, + "step": 10250 + }, + { + "epoch": 8.591785414920368, + "eval_loss": 1.3879568576812744, + "eval_runtime": 1.3084, + "eval_samples_per_second": 76.432, + "eval_steps_per_second": 12.993, + "step": 10250 + }, + { + "epoch": 8.633696563285834, + "grad_norm": 7.979793071746826, + "learning_rate": 8.209731543624162e-06, + "loss": 0.7714322662353515, + "step": 10300 + }, + { + "epoch": 8.633696563285834, + "eval_loss": 1.382614254951477, + "eval_runtime": 1.3092, + "eval_samples_per_second": 76.383, + "eval_steps_per_second": 12.985, + "step": 10300 + }, + { + "epoch": 8.675607711651299, + "grad_norm": 7.7293267250061035, + "learning_rate": 7.958053691275168e-06, + "loss": 0.8123702239990235, + "step": 10350 + }, + { + "epoch": 8.675607711651299, + "eval_loss": 1.3874996900558472, + "eval_runtime": 1.3111, + "eval_samples_per_second": 76.27, + "eval_steps_per_second": 12.966, + "step": 10350 + }, + { + "epoch": 8.717518860016764, + "grad_norm": 8.47427749633789, + "learning_rate": 7.706375838926176e-06, + "loss": 0.8496389007568359, + "step": 10400 + }, + { + "epoch": 8.717518860016764, + "eval_loss": 1.3822097778320312, + "eval_runtime": 1.3104, + "eval_samples_per_second": 76.311, + "eval_steps_per_second": 12.973, + "step": 10400 + }, + { + "epoch": 8.75943000838223, + "grad_norm": 9.511306762695312, + "learning_rate": 7.454697986577181e-06, + "loss": 0.8049738311767578, + "step": 10450 + }, + { + "epoch": 8.75943000838223, + "eval_loss": 1.3828835487365723, + "eval_runtime": 1.3084, + "eval_samples_per_second": 76.431, + "eval_steps_per_second": 12.993, + "step": 10450 + }, + { + "epoch": 8.801341156747695, + "grad_norm": 8.368938446044922, + "learning_rate": 7.203020134228189e-06, + "loss": 0.8114649200439453, + "step": 10500 + }, + { + "epoch": 8.801341156747695, + "eval_loss": 1.3777148723602295, + "eval_runtime": 1.3099, + "eval_samples_per_second": 76.343, + "eval_steps_per_second": 12.978, + "step": 10500 + }, + { + "epoch": 8.84325230511316, + "grad_norm": 9.411191940307617, + "learning_rate": 6.951342281879195e-06, + "loss": 0.8087822723388672, + "step": 10550 + }, + { + "epoch": 8.84325230511316, + "eval_loss": 1.3824328184127808, + "eval_runtime": 1.3148, + "eval_samples_per_second": 76.056, + "eval_steps_per_second": 12.93, + "step": 10550 + }, + { + "epoch": 8.885163453478626, + "grad_norm": 8.663768768310547, + "learning_rate": 6.699664429530202e-06, + "loss": 0.8029358673095703, + "step": 10600 + }, + { + "epoch": 8.885163453478626, + "eval_loss": 1.3831167221069336, + "eval_runtime": 1.3228, + "eval_samples_per_second": 75.6, + "eval_steps_per_second": 12.852, + "step": 10600 + }, + { + "epoch": 8.92707460184409, + "grad_norm": 15.937172889709473, + "learning_rate": 6.447986577181208e-06, + "loss": 0.8014051055908203, + "step": 10650 + }, + { + "epoch": 8.92707460184409, + "eval_loss": 1.3844794034957886, + "eval_runtime": 1.324, + "eval_samples_per_second": 75.531, + "eval_steps_per_second": 12.84, + "step": 10650 + }, + { + "epoch": 8.968985750209555, + "grad_norm": 8.052315711975098, + "learning_rate": 6.196308724832215e-06, + "loss": 0.8436643218994141, + "step": 10700 + }, + { + "epoch": 8.968985750209555, + "eval_loss": 1.384423851966858, + "eval_runtime": 1.3196, + "eval_samples_per_second": 75.781, + "eval_steps_per_second": 12.883, + "step": 10700 + }, + { + "epoch": 9.010896898575021, + "grad_norm": 11.16855239868164, + "learning_rate": 5.944630872483221e-06, + "loss": 0.7894086456298828, + "step": 10750 + }, + { + "epoch": 9.010896898575021, + "eval_loss": 1.3818109035491943, + "eval_runtime": 1.325, + "eval_samples_per_second": 75.472, + "eval_steps_per_second": 12.83, + "step": 10750 + }, + { + "epoch": 9.052808046940486, + "grad_norm": 7.098580360412598, + "learning_rate": 5.692953020134228e-06, + "loss": 0.797387466430664, + "step": 10800 + }, + { + "epoch": 9.052808046940486, + "eval_loss": 1.3898545503616333, + "eval_runtime": 1.3197, + "eval_samples_per_second": 75.773, + "eval_steps_per_second": 12.881, + "step": 10800 + }, + { + "epoch": 9.09471919530595, + "grad_norm": 9.469057083129883, + "learning_rate": 5.441275167785235e-06, + "loss": 0.7750323486328125, + "step": 10850 + }, + { + "epoch": 9.09471919530595, + "eval_loss": 1.3957501649856567, + "eval_runtime": 1.326, + "eval_samples_per_second": 75.417, + "eval_steps_per_second": 12.821, + "step": 10850 + }, + { + "epoch": 9.136630343671417, + "grad_norm": 9.597176551818848, + "learning_rate": 5.189597315436241e-06, + "loss": 0.7900724792480469, + "step": 10900 + }, + { + "epoch": 9.136630343671417, + "eval_loss": 1.396691918373108, + "eval_runtime": 1.3207, + "eval_samples_per_second": 75.715, + "eval_steps_per_second": 12.872, + "step": 10900 + }, + { + "epoch": 9.178541492036882, + "grad_norm": 9.788046836853027, + "learning_rate": 4.937919463087248e-06, + "loss": 0.7536945343017578, + "step": 10950 + }, + { + "epoch": 9.178541492036882, + "eval_loss": 1.4024462699890137, + "eval_runtime": 1.3239, + "eval_samples_per_second": 75.532, + "eval_steps_per_second": 12.84, + "step": 10950 + }, + { + "epoch": 9.220452640402346, + "grad_norm": 7.397531509399414, + "learning_rate": 4.686241610738255e-06, + "loss": 0.7831705474853515, + "step": 11000 + }, + { + "epoch": 9.220452640402346, + "eval_loss": 1.3908883333206177, + "eval_runtime": 1.3274, + "eval_samples_per_second": 75.335, + "eval_steps_per_second": 12.807, + "step": 11000 + }, + { + "epoch": 9.262363788767813, + "grad_norm": 16.95655059814453, + "learning_rate": 4.434563758389262e-06, + "loss": 0.7408596038818359, + "step": 11050 + }, + { + "epoch": 9.262363788767813, + "eval_loss": 1.3987650871276855, + "eval_runtime": 1.3224, + "eval_samples_per_second": 75.619, + "eval_steps_per_second": 12.855, + "step": 11050 + }, + { + "epoch": 9.304274937133277, + "grad_norm": 9.14644718170166, + "learning_rate": 4.1828859060402685e-06, + "loss": 0.7788568115234376, + "step": 11100 + }, + { + "epoch": 9.304274937133277, + "eval_loss": 1.3970659971237183, + "eval_runtime": 1.3223, + "eval_samples_per_second": 75.624, + "eval_steps_per_second": 12.856, + "step": 11100 + }, + { + "epoch": 9.346186085498744, + "grad_norm": 7.950272560119629, + "learning_rate": 3.9312080536912755e-06, + "loss": 0.7493972778320312, + "step": 11150 + }, + { + "epoch": 9.346186085498744, + "eval_loss": 1.3924659490585327, + "eval_runtime": 1.3168, + "eval_samples_per_second": 75.94, + "eval_steps_per_second": 12.91, + "step": 11150 + }, + { + "epoch": 9.388097233864208, + "grad_norm": 9.526105880737305, + "learning_rate": 3.679530201342282e-06, + "loss": 0.7985635375976563, + "step": 11200 + }, + { + "epoch": 9.388097233864208, + "eval_loss": 1.3947174549102783, + "eval_runtime": 1.3216, + "eval_samples_per_second": 75.664, + "eval_steps_per_second": 12.863, + "step": 11200 + }, + { + "epoch": 9.430008382229673, + "grad_norm": 8.139911651611328, + "learning_rate": 3.4278523489932886e-06, + "loss": 0.7662862396240234, + "step": 11250 + }, + { + "epoch": 9.430008382229673, + "eval_loss": 1.3849976062774658, + "eval_runtime": 1.3199, + "eval_samples_per_second": 75.761, + "eval_steps_per_second": 12.879, + "step": 11250 + }, + { + "epoch": 9.47191953059514, + "grad_norm": 8.182343482971191, + "learning_rate": 3.176174496644295e-06, + "loss": 0.7885094451904296, + "step": 11300 + }, + { + "epoch": 9.47191953059514, + "eval_loss": 1.3892548084259033, + "eval_runtime": 1.3202, + "eval_samples_per_second": 75.745, + "eval_steps_per_second": 12.877, + "step": 11300 + }, + { + "epoch": 9.513830678960604, + "grad_norm": 8.144624710083008, + "learning_rate": 2.9244966442953017e-06, + "loss": 0.7756035614013672, + "step": 11350 + }, + { + "epoch": 9.513830678960604, + "eval_loss": 1.3939690589904785, + "eval_runtime": 1.3225, + "eval_samples_per_second": 75.614, + "eval_steps_per_second": 12.854, + "step": 11350 + }, + { + "epoch": 9.555741827326068, + "grad_norm": 7.10036563873291, + "learning_rate": 2.6728187919463087e-06, + "loss": 0.7817750549316407, + "step": 11400 + }, + { + "epoch": 9.555741827326068, + "eval_loss": 1.3921759128570557, + "eval_runtime": 1.3226, + "eval_samples_per_second": 75.609, + "eval_steps_per_second": 12.854, + "step": 11400 + }, + { + "epoch": 9.597652975691535, + "grad_norm": 9.49985122680664, + "learning_rate": 2.4211409395973157e-06, + "loss": 0.7772653198242188, + "step": 11450 + }, + { + "epoch": 9.597652975691535, + "eval_loss": 1.3944430351257324, + "eval_runtime": 1.33, + "eval_samples_per_second": 75.19, + "eval_steps_per_second": 12.782, + "step": 11450 + }, + { + "epoch": 9.639564124057, + "grad_norm": 7.12808895111084, + "learning_rate": 2.1694630872483223e-06, + "loss": 0.7531359100341797, + "step": 11500 + }, + { + "epoch": 9.639564124057, + "eval_loss": 1.3952937126159668, + "eval_runtime": 1.326, + "eval_samples_per_second": 75.415, + "eval_steps_per_second": 12.821, + "step": 11500 + }, + { + "epoch": 9.681475272422464, + "grad_norm": 10.803433418273926, + "learning_rate": 1.917785234899329e-06, + "loss": 0.7737187957763672, + "step": 11550 + }, + { + "epoch": 9.681475272422464, + "eval_loss": 1.3902716636657715, + "eval_runtime": 1.3189, + "eval_samples_per_second": 75.822, + "eval_steps_per_second": 12.89, + "step": 11550 + }, + { + "epoch": 9.72338642078793, + "grad_norm": 8.085272789001465, + "learning_rate": 1.6661073825503356e-06, + "loss": 0.7857860565185547, + "step": 11600 + }, + { + "epoch": 9.72338642078793, + "eval_loss": 1.3925994634628296, + "eval_runtime": 1.3286, + "eval_samples_per_second": 75.266, + "eval_steps_per_second": 12.795, + "step": 11600 + }, + { + "epoch": 9.765297569153395, + "grad_norm": 9.875799179077148, + "learning_rate": 1.4144295302013422e-06, + "loss": 0.7734789276123046, + "step": 11650 + }, + { + "epoch": 9.765297569153395, + "eval_loss": 1.3881347179412842, + "eval_runtime": 1.3227, + "eval_samples_per_second": 75.601, + "eval_steps_per_second": 12.852, + "step": 11650 + }, + { + "epoch": 9.80720871751886, + "grad_norm": 8.159299850463867, + "learning_rate": 1.162751677852349e-06, + "loss": 0.7852881622314453, + "step": 11700 + }, + { + "epoch": 9.80720871751886, + "eval_loss": 1.3894987106323242, + "eval_runtime": 1.3191, + "eval_samples_per_second": 75.811, + "eval_steps_per_second": 12.888, + "step": 11700 + }, + { + "epoch": 9.849119865884326, + "grad_norm": 8.143811225891113, + "learning_rate": 9.110738255033557e-07, + "loss": 0.7636336517333985, + "step": 11750 + }, + { + "epoch": 9.849119865884326, + "eval_loss": 1.3910897970199585, + "eval_runtime": 1.3151, + "eval_samples_per_second": 76.039, + "eval_steps_per_second": 12.927, + "step": 11750 + }, + { + "epoch": 9.89103101424979, + "grad_norm": 8.091937065124512, + "learning_rate": 6.593959731543624e-07, + "loss": 0.7982243347167969, + "step": 11800 + }, + { + "epoch": 9.89103101424979, + "eval_loss": 1.3893768787384033, + "eval_runtime": 1.3109, + "eval_samples_per_second": 76.281, + "eval_steps_per_second": 12.968, + "step": 11800 + }, + { + "epoch": 9.932942162615255, + "grad_norm": 8.95569133758545, + "learning_rate": 4.0771812080536915e-07, + "loss": 0.7712848663330079, + "step": 11850 + }, + { + "epoch": 9.932942162615255, + "eval_loss": 1.3869608640670776, + "eval_runtime": 1.3678, + "eval_samples_per_second": 73.111, + "eval_steps_per_second": 12.429, + "step": 11850 + }, + { + "epoch": 9.974853310980722, + "grad_norm": 8.08212947845459, + "learning_rate": 1.5604026845637585e-07, + "loss": 0.7806188201904297, + "step": 11900 + }, + { + "epoch": 9.974853310980722, + "eval_loss": 1.3863285779953003, + "eval_runtime": 1.3533, + "eval_samples_per_second": 73.896, + "eval_steps_per_second": 12.562, + "step": 11900 } ], "logging_steps": 50, - "max_steps": 2254, + "max_steps": 11930, "num_input_tokens_seen": 0, - "num_train_epochs": 2, + "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { @@ -702,7 +3597,7 @@ "attributes": {} } }, - "total_flos": 2.051316623875277e+16, + "total_flos": 1.0860409316671488e+17, "train_batch_size": 4, "trial_name": null, "trial_params": null