{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 550, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01818181818181818, "grad_norm": 251.0, "learning_rate": 3.636363636363636e-06, "loss": 46.8778, "step": 1 }, { "epoch": 0.09090909090909091, "grad_norm": 239.0, "learning_rate": 1.8181818181818182e-05, "loss": 46.8224, "step": 5 }, { "epoch": 0.18181818181818182, "grad_norm": 106.5, "learning_rate": 3.6363636363636364e-05, "loss": 39.5877, "step": 10 }, { "epoch": 0.2727272727272727, "grad_norm": 19.75, "learning_rate": 5.4545454545454546e-05, "loss": 28.2487, "step": 15 }, { "epoch": 0.36363636363636365, "grad_norm": 15.8125, "learning_rate": 7.272727272727273e-05, "loss": 23.0407, "step": 20 }, { "epoch": 0.45454545454545453, "grad_norm": 5.5, "learning_rate": 9.090909090909092e-05, "loss": 20.515, "step": 25 }, { "epoch": 0.5454545454545454, "grad_norm": 4.1875, "learning_rate": 0.00010909090909090909, "loss": 19.5202, "step": 30 }, { "epoch": 0.6363636363636364, "grad_norm": 5.75, "learning_rate": 0.00012727272727272728, "loss": 18.2599, "step": 35 }, { "epoch": 0.7272727272727273, "grad_norm": 10.8125, "learning_rate": 0.00014545454545454546, "loss": 16.923, "step": 40 }, { "epoch": 0.8181818181818182, "grad_norm": 21.25, "learning_rate": 0.00016363636363636366, "loss": 14.3261, "step": 45 }, { "epoch": 0.9090909090909091, "grad_norm": 29.625, "learning_rate": 0.00018181818181818183, "loss": 9.0683, "step": 50 }, { "epoch": 1.0, "grad_norm": 9.625, "learning_rate": 0.0002, "loss": 3.5798, "step": 55 }, { "epoch": 1.0, "eval_loss": 4.059033393859863, "eval_runtime": 0.2418, "eval_samples_per_second": 41.356, "eval_steps_per_second": 4.136, "step": 55 }, { "epoch": 1.0909090909090908, "grad_norm": 10.125, "learning_rate": 0.00019994965423831854, "loss": 2.5621, "step": 60 }, { "epoch": 1.1818181818181819, "grad_norm": 7.4375, "learning_rate": 0.00019979866764718843, "loss": 2.0701, "step": 65 }, { "epoch": 1.2727272727272727, "grad_norm": 20.125, "learning_rate": 0.00019954719225730847, "loss": 1.8568, "step": 70 }, { "epoch": 1.3636363636363638, "grad_norm": 0.96875, "learning_rate": 0.00019919548128307954, "loss": 1.6836, "step": 75 }, { "epoch": 1.4545454545454546, "grad_norm": 1.078125, "learning_rate": 0.00019874388886763944, "loss": 1.5757, "step": 80 }, { "epoch": 1.5454545454545454, "grad_norm": 1.171875, "learning_rate": 0.00019819286972627066, "loss": 1.52, "step": 85 }, { "epoch": 1.6363636363636362, "grad_norm": 1.3125, "learning_rate": 0.00019754297868854073, "loss": 1.4757, "step": 90 }, { "epoch": 1.7272727272727273, "grad_norm": 3.46875, "learning_rate": 0.00019679487013963564, "loss": 1.4221, "step": 95 }, { "epoch": 1.8181818181818183, "grad_norm": 1.6796875, "learning_rate": 0.00019594929736144976, "loss": 1.4012, "step": 100 }, { "epoch": 1.9090909090909092, "grad_norm": 1.671875, "learning_rate": 0.00019500711177409454, "loss": 1.3672, "step": 105 }, { "epoch": 2.0, "grad_norm": 0.6953125, "learning_rate": 0.00019396926207859084, "loss": 1.346, "step": 110 }, { "epoch": 2.0, "eval_loss": 2.6943764686584473, "eval_runtime": 0.2333, "eval_samples_per_second": 42.871, "eval_steps_per_second": 4.287, "step": 110 }, { "epoch": 2.090909090909091, "grad_norm": 1.484375, "learning_rate": 0.00019283679330160726, "loss": 1.3092, "step": 115 }, { "epoch": 2.1818181818181817, "grad_norm": 1.8828125, "learning_rate": 0.00019161084574320696, "loss": 1.3052, "step": 120 }, { "epoch": 2.2727272727272725, "grad_norm": 0.625, "learning_rate": 0.00019029265382866214, "loss": 1.2724, "step": 125 }, { "epoch": 2.3636363636363638, "grad_norm": 1.1171875, "learning_rate": 0.00018888354486549237, "loss": 1.2612, "step": 130 }, { "epoch": 2.4545454545454546, "grad_norm": 1.1953125, "learning_rate": 0.00018738493770697852, "loss": 1.2532, "step": 135 }, { "epoch": 2.5454545454545454, "grad_norm": 4.25, "learning_rate": 0.00018579834132349772, "loss": 1.2422, "step": 140 }, { "epoch": 2.6363636363636362, "grad_norm": 0.62890625, "learning_rate": 0.00018412535328311814, "loss": 1.2256, "step": 145 }, { "epoch": 2.7272727272727275, "grad_norm": 2.421875, "learning_rate": 0.0001823676581429833, "loss": 1.2271, "step": 150 }, { "epoch": 2.8181818181818183, "grad_norm": 0.8515625, "learning_rate": 0.00018052702575310588, "loss": 1.2114, "step": 155 }, { "epoch": 2.909090909090909, "grad_norm": 0.56640625, "learning_rate": 0.00017860530947427875, "loss": 1.2068, "step": 160 }, { "epoch": 3.0, "grad_norm": 10.6875, "learning_rate": 0.0001766044443118978, "loss": 1.1944, "step": 165 }, { "epoch": 3.0, "eval_loss": 2.6026840209960938, "eval_runtime": 0.2422, "eval_samples_per_second": 41.281, "eval_steps_per_second": 4.128, "step": 165 }, { "epoch": 3.090909090909091, "grad_norm": 1.9140625, "learning_rate": 0.0001745264449675755, "loss": 1.194, "step": 170 }, { "epoch": 3.1818181818181817, "grad_norm": 3.515625, "learning_rate": 0.00017237340381050703, "loss": 1.1668, "step": 175 }, { "epoch": 3.2727272727272725, "grad_norm": 1.59375, "learning_rate": 0.00017014748877063214, "loss": 1.1693, "step": 180 }, { "epoch": 3.3636363636363638, "grad_norm": 2.109375, "learning_rate": 0.00016785094115571322, "loss": 1.167, "step": 185 }, { "epoch": 3.4545454545454546, "grad_norm": 1.7109375, "learning_rate": 0.00016548607339452853, "loss": 1.1601, "step": 190 }, { "epoch": 3.5454545454545454, "grad_norm": 1.0234375, "learning_rate": 0.00016305526670845226, "loss": 1.1343, "step": 195 }, { "epoch": 3.6363636363636362, "grad_norm": 1.265625, "learning_rate": 0.00016056096871376667, "loss": 1.1379, "step": 200 }, { "epoch": 3.7272727272727275, "grad_norm": 1.2109375, "learning_rate": 0.00015800569095711982, "loss": 1.1339, "step": 205 }, { "epoch": 3.8181818181818183, "grad_norm": 1.4296875, "learning_rate": 0.00015539200638661104, "loss": 1.1393, "step": 210 }, { "epoch": 3.909090909090909, "grad_norm": 0.7421875, "learning_rate": 0.00015272254676105025, "loss": 1.1015, "step": 215 }, { "epoch": 4.0, "grad_norm": 0.84765625, "learning_rate": 0.00015000000000000001, "loss": 1.1119, "step": 220 }, { "epoch": 4.0, "eval_loss": 2.5778679847717285, "eval_runtime": 0.2336, "eval_samples_per_second": 42.816, "eval_steps_per_second": 4.282, "step": 220 }, { "epoch": 4.090909090909091, "grad_norm": 1.5625, "learning_rate": 0.0001472271074772683, "loss": 1.113, "step": 225 }, { "epoch": 4.181818181818182, "grad_norm": 1.1171875, "learning_rate": 0.00014440666126057744, "loss": 1.0963, "step": 230 }, { "epoch": 4.2727272727272725, "grad_norm": 1.3359375, "learning_rate": 0.00014154150130018866, "loss": 1.104, "step": 235 }, { "epoch": 4.363636363636363, "grad_norm": 0.9296875, "learning_rate": 0.00013863451256931287, "loss": 1.0957, "step": 240 }, { "epoch": 4.454545454545454, "grad_norm": 1.9375, "learning_rate": 0.00013568862215918717, "loss": 1.0835, "step": 245 }, { "epoch": 4.545454545454545, "grad_norm": 1.1015625, "learning_rate": 0.00013270679633174218, "loss": 1.0802, "step": 250 }, { "epoch": 4.636363636363637, "grad_norm": 1.8515625, "learning_rate": 0.0001296920375328275, "loss": 1.0762, "step": 255 }, { "epoch": 4.7272727272727275, "grad_norm": 0.66796875, "learning_rate": 0.00012664738136900348, "loss": 1.0773, "step": 260 }, { "epoch": 4.818181818181818, "grad_norm": 0.80078125, "learning_rate": 0.00012357589355094275, "loss": 1.082, "step": 265 }, { "epoch": 4.909090909090909, "grad_norm": 1.7578125, "learning_rate": 0.00012048066680651908, "loss": 1.0687, "step": 270 }, { "epoch": 5.0, "grad_norm": 1.6484375, "learning_rate": 0.00011736481776669306, "loss": 1.0741, "step": 275 }, { "epoch": 5.0, "eval_loss": 2.5495071411132812, "eval_runtime": 0.2341, "eval_samples_per_second": 42.713, "eval_steps_per_second": 4.271, "step": 275 }, { "epoch": 5.090909090909091, "grad_norm": 0.79296875, "learning_rate": 0.00011423148382732853, "loss": 1.0546, "step": 280 }, { "epoch": 5.181818181818182, "grad_norm": 0.6484375, "learning_rate": 0.00011108381999010111, "loss": 1.0566, "step": 285 }, { "epoch": 5.2727272727272725, "grad_norm": 0.8984375, "learning_rate": 0.00010792499568567884, "loss": 1.0477, "step": 290 }, { "epoch": 5.363636363636363, "grad_norm": 0.890625, "learning_rate": 0.00010475819158237425, "loss": 1.0483, "step": 295 }, { "epoch": 5.454545454545454, "grad_norm": 0.546875, "learning_rate": 0.00010158659638348081, "loss": 1.0542, "step": 300 }, { "epoch": 5.545454545454545, "grad_norm": 0.57421875, "learning_rate": 9.84134036165192e-05, "loss": 1.0437, "step": 305 }, { "epoch": 5.636363636363637, "grad_norm": 0.76953125, "learning_rate": 9.524180841762577e-05, "loss": 1.0542, "step": 310 }, { "epoch": 5.7272727272727275, "grad_norm": 0.546875, "learning_rate": 9.207500431432115e-05, "loss": 1.0424, "step": 315 }, { "epoch": 5.818181818181818, "grad_norm": 0.494140625, "learning_rate": 8.891618000989891e-05, "loss": 1.0356, "step": 320 }, { "epoch": 5.909090909090909, "grad_norm": 0.58203125, "learning_rate": 8.57685161726715e-05, "loss": 1.0432, "step": 325 }, { "epoch": 6.0, "grad_norm": 0.55078125, "learning_rate": 8.263518223330697e-05, "loss": 1.0435, "step": 330 }, { "epoch": 6.0, "eval_loss": 2.5500569343566895, "eval_runtime": 0.2352, "eval_samples_per_second": 42.524, "eval_steps_per_second": 4.252, "step": 330 }, { "epoch": 6.090909090909091, "grad_norm": 0.59375, "learning_rate": 7.951933319348095e-05, "loss": 1.0185, "step": 335 }, { "epoch": 6.181818181818182, "grad_norm": 0.58203125, "learning_rate": 7.642410644905726e-05, "loss": 1.0249, "step": 340 }, { "epoch": 6.2727272727272725, "grad_norm": 0.6171875, "learning_rate": 7.335261863099651e-05, "loss": 1.0206, "step": 345 }, { "epoch": 6.363636363636363, "grad_norm": 0.6015625, "learning_rate": 7.030796246717255e-05, "loss": 1.0209, "step": 350 }, { "epoch": 6.454545454545454, "grad_norm": 0.5859375, "learning_rate": 6.729320366825784e-05, "loss": 1.0285, "step": 355 }, { "epoch": 6.545454545454545, "grad_norm": 0.75, "learning_rate": 6.431137784081282e-05, "loss": 1.0206, "step": 360 }, { "epoch": 6.636363636363637, "grad_norm": 0.5859375, "learning_rate": 6.136548743068713e-05, "loss": 1.0245, "step": 365 }, { "epoch": 6.7272727272727275, "grad_norm": 0.5078125, "learning_rate": 5.845849869981137e-05, "loss": 1.0174, "step": 370 }, { "epoch": 6.818181818181818, "grad_norm": 0.75, "learning_rate": 5.559333873942259e-05, "loss": 1.0206, "step": 375 }, { "epoch": 6.909090909090909, "grad_norm": 0.828125, "learning_rate": 5.277289252273174e-05, "loss": 1.0244, "step": 380 }, { "epoch": 7.0, "grad_norm": 0.83203125, "learning_rate": 5.000000000000002e-05, "loss": 1.0191, "step": 385 }, { "epoch": 7.0, "eval_loss": 2.5536184310913086, "eval_runtime": 0.2341, "eval_samples_per_second": 42.722, "eval_steps_per_second": 4.272, "step": 385 }, { "epoch": 7.090909090909091, "grad_norm": 0.7734375, "learning_rate": 4.727745323894976e-05, "loss": 1.011, "step": 390 }, { "epoch": 7.181818181818182, "grad_norm": 0.61328125, "learning_rate": 4.4607993613388976e-05, "loss": 1.0087, "step": 395 }, { "epoch": 7.2727272727272725, "grad_norm": 0.6875, "learning_rate": 4.19943090428802e-05, "loss": 1.0019, "step": 400 }, { "epoch": 7.363636363636363, "grad_norm": 0.7890625, "learning_rate": 3.943903128623335e-05, "loss": 1.0112, "step": 405 }, { "epoch": 7.454545454545454, "grad_norm": 0.58203125, "learning_rate": 3.694473329154778e-05, "loss": 1.0075, "step": 410 }, { "epoch": 7.545454545454545, "grad_norm": 0.5703125, "learning_rate": 3.45139266054715e-05, "loss": 1.0023, "step": 415 }, { "epoch": 7.636363636363637, "grad_norm": 0.8046875, "learning_rate": 3.21490588442868e-05, "loss": 1.0112, "step": 420 }, { "epoch": 7.7272727272727275, "grad_norm": 0.4765625, "learning_rate": 2.9852511229367865e-05, "loss": 1.0069, "step": 425 }, { "epoch": 7.818181818181818, "grad_norm": 0.45703125, "learning_rate": 2.7626596189492983e-05, "loss": 1.002, "step": 430 }, { "epoch": 7.909090909090909, "grad_norm": 0.55078125, "learning_rate": 2.5473555032424533e-05, "loss": 1.0076, "step": 435 }, { "epoch": 8.0, "grad_norm": 0.478515625, "learning_rate": 2.339555568810221e-05, "loss": 0.9965, "step": 440 }, { "epoch": 8.0, "eval_loss": 2.5604465007781982, "eval_runtime": 0.24, "eval_samples_per_second": 41.665, "eval_steps_per_second": 4.167, "step": 440 }, { "epoch": 8.090909090909092, "grad_norm": 0.61328125, "learning_rate": 2.139469052572127e-05, "loss": 1.0043, "step": 445 }, { "epoch": 8.181818181818182, "grad_norm": 0.58984375, "learning_rate": 1.947297424689414e-05, "loss": 0.9997, "step": 450 }, { "epoch": 8.272727272727273, "grad_norm": 0.57421875, "learning_rate": 1.763234185701673e-05, "loss": 0.9942, "step": 455 }, { "epoch": 8.363636363636363, "grad_norm": 0.5625, "learning_rate": 1.587464671688187e-05, "loss": 0.9952, "step": 460 }, { "epoch": 8.454545454545455, "grad_norm": 0.453125, "learning_rate": 1.4201658676502294e-05, "loss": 1.0037, "step": 465 }, { "epoch": 8.545454545454545, "grad_norm": 0.419921875, "learning_rate": 1.2615062293021507e-05, "loss": 1.0051, "step": 470 }, { "epoch": 8.636363636363637, "grad_norm": 0.484375, "learning_rate": 1.1116455134507664e-05, "loss": 0.9905, "step": 475 }, { "epoch": 8.727272727272727, "grad_norm": 0.44140625, "learning_rate": 9.707346171337894e-06, "loss": 0.9977, "step": 480 }, { "epoch": 8.818181818181818, "grad_norm": 0.43359375, "learning_rate": 8.38915425679304e-06, "loss": 0.9894, "step": 485 }, { "epoch": 8.909090909090908, "grad_norm": 0.470703125, "learning_rate": 7.163206698392744e-06, "loss": 1.005, "step": 490 }, { "epoch": 9.0, "grad_norm": 0.42578125, "learning_rate": 6.030737921409169e-06, "loss": 0.9986, "step": 495 }, { "epoch": 9.0, "eval_loss": 2.5596535205841064, "eval_runtime": 0.2334, "eval_samples_per_second": 42.846, "eval_steps_per_second": 4.285, "step": 495 }, { "epoch": 9.090909090909092, "grad_norm": 0.455078125, "learning_rate": 4.992888225905468e-06, "loss": 0.9957, "step": 500 }, { "epoch": 9.181818181818182, "grad_norm": 0.47265625, "learning_rate": 4.050702638550275e-06, "loss": 1.0036, "step": 505 }, { "epoch": 9.272727272727273, "grad_norm": 0.462890625, "learning_rate": 3.2051298603643753e-06, "loss": 0.9985, "step": 510 }, { "epoch": 9.363636363636363, "grad_norm": 0.458984375, "learning_rate": 2.4570213114592954e-06, "loss": 0.9961, "step": 515 }, { "epoch": 9.454545454545455, "grad_norm": 0.443359375, "learning_rate": 1.8071302737293295e-06, "loss": 1.0066, "step": 520 }, { "epoch": 9.545454545454545, "grad_norm": 0.43359375, "learning_rate": 1.2561111323605712e-06, "loss": 0.9996, "step": 525 }, { "epoch": 9.636363636363637, "grad_norm": 0.439453125, "learning_rate": 8.04518716920466e-07, "loss": 0.9941, "step": 530 }, { "epoch": 9.727272727272727, "grad_norm": 0.419921875, "learning_rate": 4.5280774269154115e-07, "loss": 0.9898, "step": 535 }, { "epoch": 9.818181818181818, "grad_norm": 0.419921875, "learning_rate": 2.0133235281156736e-07, "loss": 0.9888, "step": 540 }, { "epoch": 9.909090909090908, "grad_norm": 0.4453125, "learning_rate": 5.0345761681491746e-08, "loss": 0.9953, "step": 545 }, { "epoch": 10.0, "grad_norm": 0.41796875, "learning_rate": 0.0, "loss": 0.9948, "step": 550 }, { "epoch": 10.0, "eval_loss": 2.5602283477783203, "eval_runtime": 0.2428, "eval_samples_per_second": 41.182, "eval_steps_per_second": 4.118, "step": 550 }, { "epoch": 10.0, "step": 550, "total_flos": 1.6777423328808796e+18, "train_loss": 3.202145513187755, "train_runtime": 1331.6624, "train_samples_per_second": 26.313, "train_steps_per_second": 0.413 } ], "logging_steps": 5, "max_steps": 550, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 100, "total_flos": 1.6777423328808796e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }