{ "best_metric": null, "best_model_checkpoint": null, "epoch": 2.984771573604061, "eval_steps": 50, "global_step": 441, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0338409475465313, "grad_norm": 18.04123876140778, "learning_rate": 5e-07, "loss": 1.7306, "step": 5 }, { "epoch": 0.0676818950930626, "grad_norm": 12.44365503200701, "learning_rate": 1e-06, "loss": 1.5847, "step": 10 }, { "epoch": 0.10152284263959391, "grad_norm": 7.167811765970724, "learning_rate": 9.996679701338661e-07, "loss": 1.2931, "step": 15 }, { "epoch": 0.1353637901861252, "grad_norm": 4.021885562012876, "learning_rate": 9.986723215107924e-07, "loss": 1.1281, "step": 20 }, { "epoch": 0.1692047377326565, "grad_norm": 3.7108202673486153, "learning_rate": 9.97014376471095e-07, "loss": 1.0586, "step": 25 }, { "epoch": 0.20304568527918782, "grad_norm": 3.5766280565164448, "learning_rate": 9.946963369638524e-07, "loss": 1.0329, "step": 30 }, { "epoch": 0.23688663282571912, "grad_norm": 3.593877812578378, "learning_rate": 9.917212816224536e-07, "loss": 0.9888, "step": 35 }, { "epoch": 0.2707275803722504, "grad_norm": 3.505437201913201, "learning_rate": 9.880931616758056e-07, "loss": 0.9608, "step": 40 }, { "epoch": 0.30456852791878175, "grad_norm": 3.625778496171611, "learning_rate": 9.838167957006293e-07, "loss": 0.959, "step": 45 }, { "epoch": 0.338409475465313, "grad_norm": 3.4571136622580982, "learning_rate": 9.788978632218138e-07, "loss": 0.9399, "step": 50 }, { "epoch": 0.338409475465313, "eval_loss": 0.9205839037895203, "eval_runtime": 73.53, "eval_samples_per_second": 57.12, "eval_steps_per_second": 0.898, "step": 50 }, { "epoch": 0.37225042301184436, "grad_norm": 3.54912813814943, "learning_rate": 9.73342897169329e-07, "loss": 0.9271, "step": 55 }, { "epoch": 0.40609137055837563, "grad_norm": 3.5131112236149744, "learning_rate": 9.671592752017137e-07, "loss": 0.932, "step": 60 }, { "epoch": 0.43993231810490696, "grad_norm": 3.4825792800162825, "learning_rate": 9.603552099076648e-07, "loss": 0.9033, "step": 65 }, { "epoch": 0.47377326565143824, "grad_norm": 3.9017822285715247, "learning_rate": 9.52939737898737e-07, "loss": 0.8903, "step": 70 }, { "epoch": 0.5076142131979695, "grad_norm": 3.5887670616037903, "learning_rate": 9.449227078076443e-07, "loss": 0.8957, "step": 75 }, { "epoch": 0.5414551607445008, "grad_norm": 3.3830625519729782, "learning_rate": 9.363147672080985e-07, "loss": 0.9122, "step": 80 }, { "epoch": 0.5752961082910322, "grad_norm": 3.455530835875489, "learning_rate": 9.271273484735592e-07, "loss": 0.903, "step": 85 }, { "epoch": 0.6091370558375635, "grad_norm": 3.5443952071489804, "learning_rate": 9.173726535936766e-07, "loss": 0.888, "step": 90 }, { "epoch": 0.6429780033840947, "grad_norm": 3.5814893753397525, "learning_rate": 9.070636379685915e-07, "loss": 0.8774, "step": 95 }, { "epoch": 0.676818950930626, "grad_norm": 3.665506397682717, "learning_rate": 8.962139932026156e-07, "loss": 0.8917, "step": 100 }, { "epoch": 0.676818950930626, "eval_loss": 0.8663063049316406, "eval_runtime": 73.3117, "eval_samples_per_second": 57.29, "eval_steps_per_second": 0.9, "step": 100 }, { "epoch": 0.7106598984771574, "grad_norm": 3.602061147245115, "learning_rate": 8.848381289201459e-07, "loss": 0.8735, "step": 105 }, { "epoch": 0.7445008460236887, "grad_norm": 3.4514188732332345, "learning_rate": 8.72951153627962e-07, "loss": 0.8888, "step": 110 }, { "epoch": 0.7783417935702199, "grad_norm": 3.6738383323517363, "learning_rate": 8.605688546493238e-07, "loss": 0.8855, "step": 115 }, { "epoch": 0.8121827411167513, "grad_norm": 3.4523022569374935, "learning_rate": 8.477076771565202e-07, "loss": 0.8682, "step": 120 }, { "epoch": 0.8460236886632826, "grad_norm": 3.5605291777094137, "learning_rate": 8.343847023297169e-07, "loss": 0.8652, "step": 125 }, { "epoch": 0.8798646362098139, "grad_norm": 3.4424891069882606, "learning_rate": 8.206176246711065e-07, "loss": 0.8647, "step": 130 }, { "epoch": 0.9137055837563451, "grad_norm": 3.4364000143518996, "learning_rate": 8.064247285044972e-07, "loss": 0.8706, "step": 135 }, { "epoch": 0.9475465313028765, "grad_norm": 3.4611546295144153, "learning_rate": 7.918248636915459e-07, "loss": 0.8603, "step": 140 }, { "epoch": 0.9813874788494078, "grad_norm": 3.5575449321623824, "learning_rate": 7.768374205968906e-07, "loss": 0.8622, "step": 145 }, { "epoch": 1.015228426395939, "grad_norm": 3.4436002362743054, "learning_rate": 7.614823043354285e-07, "loss": 0.818, "step": 150 }, { "epoch": 1.015228426395939, "eval_loss": 0.8412903547286987, "eval_runtime": 73.3325, "eval_samples_per_second": 57.273, "eval_steps_per_second": 0.9, "step": 150 }, { "epoch": 1.0490693739424704, "grad_norm": 3.4712844894054182, "learning_rate": 7.457799083359471e-07, "loss": 0.7931, "step": 155 }, { "epoch": 1.0829103214890017, "grad_norm": 3.581045212972793, "learning_rate": 7.297510872562131e-07, "loss": 0.7903, "step": 160 }, { "epoch": 1.116751269035533, "grad_norm": 3.304018905030938, "learning_rate": 7.134171292854955e-07, "loss": 0.7805, "step": 165 }, { "epoch": 1.1505922165820643, "grad_norm": 3.5760772107880694, "learning_rate": 6.967997278713089e-07, "loss": 0.8039, "step": 170 }, { "epoch": 1.1844331641285957, "grad_norm": 3.4996799034828943, "learning_rate": 6.79920952907921e-07, "loss": 0.7773, "step": 175 }, { "epoch": 1.218274111675127, "grad_norm": 3.6909558079169376, "learning_rate": 6.628032214248982e-07, "loss": 0.7803, "step": 180 }, { "epoch": 1.252115059221658, "grad_norm": 3.821600482215546, "learning_rate": 6.454692678146119e-07, "loss": 0.7881, "step": 185 }, { "epoch": 1.2859560067681894, "grad_norm": 3.7317289544669983, "learning_rate": 6.279421136382494e-07, "loss": 0.7611, "step": 190 }, { "epoch": 1.3197969543147208, "grad_norm": 3.3653007194840487, "learning_rate": 6.102450370504299e-07, "loss": 0.7722, "step": 195 }, { "epoch": 1.353637901861252, "grad_norm": 3.448429862793799, "learning_rate": 5.924015418830354e-07, "loss": 0.77, "step": 200 }, { "epoch": 1.353637901861252, "eval_loss": 0.8311071395874023, "eval_runtime": 73.3623, "eval_samples_per_second": 57.25, "eval_steps_per_second": 0.9, "step": 200 }, { "epoch": 1.3874788494077834, "grad_norm": 3.5126750577909993, "learning_rate": 5.74435326429313e-07, "loss": 0.7882, "step": 205 }, { "epoch": 1.4213197969543148, "grad_norm": 3.498420719768302, "learning_rate": 5.563702519697108e-07, "loss": 0.7799, "step": 210 }, { "epoch": 1.455160744500846, "grad_norm": 3.596937767899288, "learning_rate": 5.382303110812466e-07, "loss": 0.7807, "step": 215 }, { "epoch": 1.4890016920473772, "grad_norm": 3.4351691894382292, "learning_rate": 5.200395957725005e-07, "loss": 0.7766, "step": 220 }, { "epoch": 1.5228426395939088, "grad_norm": 3.7180060178057177, "learning_rate": 5.018222654865471e-07, "loss": 0.7934, "step": 225 }, { "epoch": 1.5566835871404399, "grad_norm": 3.5160283267974193, "learning_rate": 4.836025150143318e-07, "loss": 0.7866, "step": 230 }, { "epoch": 1.5905245346869712, "grad_norm": 3.4704636157746798, "learning_rate": 4.654045423610952e-07, "loss": 0.7702, "step": 235 }, { "epoch": 1.6243654822335025, "grad_norm": 3.774960092850383, "learning_rate": 4.4725251660853357e-07, "loss": 0.7894, "step": 240 }, { "epoch": 1.6582064297800339, "grad_norm": 3.5691138942613314, "learning_rate": 4.2917054581536926e-07, "loss": 0.7753, "step": 245 }, { "epoch": 1.6920473773265652, "grad_norm": 3.696717245730972, "learning_rate": 4.1118264499897003e-07, "loss": 0.7434, "step": 250 }, { "epoch": 1.6920473773265652, "eval_loss": 0.8217452168464661, "eval_runtime": 73.3181, "eval_samples_per_second": 57.285, "eval_steps_per_second": 0.9, "step": 250 }, { "epoch": 1.7258883248730963, "grad_norm": 3.4881049254451524, "learning_rate": 3.9331270424053616e-07, "loss": 0.7688, "step": 255 }, { "epoch": 1.7597292724196278, "grad_norm": 3.5846352074260244, "learning_rate": 3.755844569562191e-07, "loss": 0.7488, "step": 260 }, { "epoch": 1.793570219966159, "grad_norm": 3.732110081747128, "learning_rate": 3.580214483763093e-07, "loss": 0.7662, "step": 265 }, { "epoch": 1.8274111675126905, "grad_norm": 3.625640468934038, "learning_rate": 3.406470042743574e-07, "loss": 0.7786, "step": 270 }, { "epoch": 1.8612521150592216, "grad_norm": 3.629745300594503, "learning_rate": 3.23484199987761e-07, "loss": 0.7756, "step": 275 }, { "epoch": 1.895093062605753, "grad_norm": 3.711354708797325, "learning_rate": 3.065558297709588e-07, "loss": 0.7719, "step": 280 }, { "epoch": 1.9289340101522843, "grad_norm": 3.4735681051737646, "learning_rate": 2.898843765219388e-07, "loss": 0.7658, "step": 285 }, { "epoch": 1.9627749576988156, "grad_norm": 3.6997948049416194, "learning_rate": 2.7349198192226295e-07, "loss": 0.7638, "step": 290 }, { "epoch": 1.996615905245347, "grad_norm": 3.552802450824442, "learning_rate": 2.574004170302696e-07, "loss": 0.7739, "step": 295 }, { "epoch": 2.030456852791878, "grad_norm": 3.5676179776962464, "learning_rate": 2.4163105336650643e-07, "loss": 0.7295, "step": 300 }, { "epoch": 2.030456852791878, "eval_loss": 0.817137598991394, "eval_runtime": 73.3807, "eval_samples_per_second": 57.236, "eval_steps_per_second": 0.899, "step": 300 }, { "epoch": 2.0642978003384096, "grad_norm": 3.584817764435053, "learning_rate": 2.2620483452979887e-07, "loss": 0.7347, "step": 305 }, { "epoch": 2.0981387478849407, "grad_norm": 3.638087907826697, "learning_rate": 2.1114224838164806e-07, "loss": 0.7016, "step": 310 }, { "epoch": 2.1319796954314723, "grad_norm": 3.6585520356041585, "learning_rate": 1.964632998359036e-07, "loss": 0.7277, "step": 315 }, { "epoch": 2.1658206429780034, "grad_norm": 3.6487421821744883, "learning_rate": 1.8218748428984782e-07, "loss": 0.738, "step": 320 }, { "epoch": 2.199661590524535, "grad_norm": 3.7920215108101387, "learning_rate": 1.6833376173198005e-07, "loss": 0.7081, "step": 325 }, { "epoch": 2.233502538071066, "grad_norm": 3.891656855680349, "learning_rate": 1.5492053156088498e-07, "loss": 0.7063, "step": 330 }, { "epoch": 2.267343485617597, "grad_norm": 3.839396725585509, "learning_rate": 1.4196560814863567e-07, "loss": 0.7089, "step": 335 }, { "epoch": 2.3011844331641287, "grad_norm": 3.9684244326616582, "learning_rate": 1.294861971811773e-07, "loss": 0.7281, "step": 340 }, { "epoch": 2.33502538071066, "grad_norm": 4.044882143357874, "learning_rate": 1.1749887280712161e-07, "loss": 0.7029, "step": 345 }, { "epoch": 2.3688663282571913, "grad_norm": 3.7761464031547507, "learning_rate": 1.0601955562529774e-07, "loss": 0.7105, "step": 350 }, { "epoch": 2.3688663282571913, "eval_loss": 0.8195010423660278, "eval_runtime": 73.2987, "eval_samples_per_second": 57.3, "eval_steps_per_second": 0.9, "step": 350 }, { "epoch": 2.4027072758037225, "grad_norm": 3.952702608923679, "learning_rate": 9.506349154029425e-08, "loss": 0.7319, "step": 355 }, { "epoch": 2.436548223350254, "grad_norm": 3.7564660732893436, "learning_rate": 8.46452315140772e-08, "loss": 0.7166, "step": 360 }, { "epoch": 2.470389170896785, "grad_norm": 3.6940657432889914, "learning_rate": 7.477861224057403e-08, "loss": 0.7135, "step": 365 }, { "epoch": 2.504230118443316, "grad_norm": 3.971509239172655, "learning_rate": 6.547673776889095e-08, "loss": 0.723, "step": 370 }, { "epoch": 2.5380710659898478, "grad_norm": 3.525966906531149, "learning_rate": 5.6751962099570396e-08, "loss": 0.7136, "step": 375 }, { "epoch": 2.571912013536379, "grad_norm": 3.861645295828095, "learning_rate": 4.861587277700274e-08, "loss": 0.7065, "step": 380 }, { "epoch": 2.6057529610829104, "grad_norm": 3.717743918270453, "learning_rate": 4.107927549978235e-08, "loss": 0.7175, "step": 385 }, { "epoch": 2.6395939086294415, "grad_norm": 3.6557649436864743, "learning_rate": 3.4152179769449396e-08, "loss": 0.7127, "step": 390 }, { "epoch": 2.673434856175973, "grad_norm": 3.710305859402267, "learning_rate": 2.784378559667622e-08, "loss": 0.7129, "step": 395 }, { "epoch": 2.707275803722504, "grad_norm": 3.586323419338086, "learning_rate": 2.2162471282553553e-08, "loss": 0.7202, "step": 400 }, { "epoch": 2.707275803722504, "eval_loss": 0.8184880018234253, "eval_runtime": 73.3278, "eval_samples_per_second": 57.277, "eval_steps_per_second": 0.9, "step": 400 }, { "epoch": 2.7411167512690353, "grad_norm": 3.813268548866539, "learning_rate": 1.7115782291206082e-08, "loss": 0.7184, "step": 405 }, { "epoch": 2.774957698815567, "grad_norm": 3.8521495700670796, "learning_rate": 1.2710421228514733e-08, "loss": 0.7031, "step": 410 }, { "epoch": 2.808798646362098, "grad_norm": 3.829733158101215, "learning_rate": 8.952238940255153e-09, "loss": 0.7175, "step": 415 }, { "epoch": 2.8426395939086295, "grad_norm": 3.788240055268367, "learning_rate": 5.846226741475557e-09, "loss": 0.7199, "step": 420 }, { "epoch": 2.8764805414551606, "grad_norm": 3.8402837662797285, "learning_rate": 3.3965097874343872e-09, "loss": 0.735, "step": 425 }, { "epoch": 2.910321489001692, "grad_norm": 3.7954951315305645, "learning_rate": 1.6063415949008618e-09, "loss": 0.7267, "step": 430 }, { "epoch": 2.9441624365482233, "grad_norm": 3.610630533441302, "learning_rate": 4.780997210962478e-10, "loss": 0.7217, "step": 435 }, { "epoch": 2.9780033840947544, "grad_norm": 3.6564021061260137, "learning_rate": 1.328260601385356e-11, "loss": 0.7201, "step": 440 }, { "epoch": 2.984771573604061, "step": 441, "total_flos": 2600101931384832.0, "train_loss": 0.8260096437266083, "train_runtime": 6398.3881, "train_samples_per_second": 17.723, "train_steps_per_second": 0.069 } ], "logging_steps": 5, "max_steps": 441, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 10000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2600101931384832.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }