| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.1362281822051937, | |
| "eval_steps": 100, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00034057045551298427, | |
| "eval_loss": 1.8361178636550903, | |
| "eval_runtime": 101.827, | |
| "eval_samples_per_second": 12.148, | |
| "eval_steps_per_second": 6.079, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0017028522775649213, | |
| "grad_norm": 0.41594547033309937, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 1.0333, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0034057045551298426, | |
| "grad_norm": 0.6465234160423279, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 1.0047, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.005108556832694764, | |
| "grad_norm": 0.8802253603935242, | |
| "learning_rate": 5e-05, | |
| "loss": 1.1382, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.006811409110259685, | |
| "grad_norm": 0.41058072447776794, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 1.1082, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.008514261387824606, | |
| "grad_norm": 0.5125563144683838, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 0.9712, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.010217113665389528, | |
| "grad_norm": 0.751390278339386, | |
| "learning_rate": 0.0001, | |
| "loss": 1.0366, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.011919965942954448, | |
| "grad_norm": 0.7571478486061096, | |
| "learning_rate": 9.995494831023409e-05, | |
| "loss": 1.0073, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.01362281822051937, | |
| "grad_norm": 0.6469959616661072, | |
| "learning_rate": 9.981987442712633e-05, | |
| "loss": 0.9567, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.01532567049808429, | |
| "grad_norm": 0.8713700771331787, | |
| "learning_rate": 9.959502176294383e-05, | |
| "loss": 1.1128, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.017028522775649212, | |
| "grad_norm": 1.3194971084594727, | |
| "learning_rate": 9.928079551738543e-05, | |
| "loss": 1.1412, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.018731375053214133, | |
| "grad_norm": 0.25489541888237, | |
| "learning_rate": 9.887776194738432e-05, | |
| "loss": 0.776, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.020434227330779056, | |
| "grad_norm": 0.3596874475479126, | |
| "learning_rate": 9.838664734667495e-05, | |
| "loss": 0.8018, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.022137079608343976, | |
| "grad_norm": 0.35467663407325745, | |
| "learning_rate": 9.780833673696254e-05, | |
| "loss": 0.8187, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.023839931885908897, | |
| "grad_norm": 0.36793845891952515, | |
| "learning_rate": 9.714387227305422e-05, | |
| "loss": 0.8099, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.02554278416347382, | |
| "grad_norm": 0.44260016083717346, | |
| "learning_rate": 9.639445136482548e-05, | |
| "loss": 0.7714, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.02724563644103874, | |
| "grad_norm": 0.6863613128662109, | |
| "learning_rate": 9.55614245194068e-05, | |
| "loss": 0.8211, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.02894848871860366, | |
| "grad_norm": 0.6633279323577881, | |
| "learning_rate": 9.464629290747842e-05, | |
| "loss": 0.8158, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.03065134099616858, | |
| "grad_norm": 1.0327296257019043, | |
| "learning_rate": 9.365070565805941e-05, | |
| "loss": 0.9717, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.032354193273733504, | |
| "grad_norm": 0.7854035496711731, | |
| "learning_rate": 9.257645688666556e-05, | |
| "loss": 0.9801, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.034057045551298425, | |
| "grad_norm": 1.9543837308883667, | |
| "learning_rate": 9.142548246219212e-05, | |
| "loss": 1.2958, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.034057045551298425, | |
| "eval_loss": 0.8909078240394592, | |
| "eval_runtime": 103.3047, | |
| "eval_samples_per_second": 11.974, | |
| "eval_steps_per_second": 5.992, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.035759897828863345, | |
| "grad_norm": 0.23156222701072693, | |
| "learning_rate": 9.019985651834703e-05, | |
| "loss": 0.6506, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.037462750106428265, | |
| "grad_norm": 0.3277677297592163, | |
| "learning_rate": 8.890178771592199e-05, | |
| "loss": 0.8633, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.039165602383993185, | |
| "grad_norm": 0.33476242423057556, | |
| "learning_rate": 8.753361526263621e-05, | |
| "loss": 0.8823, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.04086845466155811, | |
| "grad_norm": 0.36144304275512695, | |
| "learning_rate": 8.609780469772623e-05, | |
| "loss": 0.7879, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.04257130693912303, | |
| "grad_norm": 0.3987506926059723, | |
| "learning_rate": 8.459694344887732e-05, | |
| "loss": 0.7091, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.04427415921668795, | |
| "grad_norm": 0.5698655843734741, | |
| "learning_rate": 8.303373616950408e-05, | |
| "loss": 0.82, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.04597701149425287, | |
| "grad_norm": 0.805975615978241, | |
| "learning_rate": 8.141099986478212e-05, | |
| "loss": 0.8761, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.04767986377181779, | |
| "grad_norm": 1.0833746194839478, | |
| "learning_rate": 7.973165881521434e-05, | |
| "loss": 1.0889, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.04938271604938271, | |
| "grad_norm": 0.7163301110267639, | |
| "learning_rate": 7.799873930687978e-05, | |
| "loss": 0.94, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.05108556832694764, | |
| "grad_norm": 2.4993340969085693, | |
| "learning_rate": 7.621536417786159e-05, | |
| "loss": 1.1311, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.05278842060451256, | |
| "grad_norm": 0.2643802762031555, | |
| "learning_rate": 7.438474719068173e-05, | |
| "loss": 0.7175, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.05449127288207748, | |
| "grad_norm": 0.3255314826965332, | |
| "learning_rate": 7.251018724088367e-05, | |
| "loss": 0.7516, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.0561941251596424, | |
| "grad_norm": 0.5198604464530945, | |
| "learning_rate": 7.059506241219965e-05, | |
| "loss": 0.767, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.05789697743720732, | |
| "grad_norm": 0.477650910615921, | |
| "learning_rate": 6.864282388901544e-05, | |
| "loss": 0.7519, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.05959982971477224, | |
| "grad_norm": 0.48475128412246704, | |
| "learning_rate": 6.665698973710288e-05, | |
| "loss": 0.7067, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.06130268199233716, | |
| "grad_norm": 0.7966631650924683, | |
| "learning_rate": 6.464113856382752e-05, | |
| "loss": 0.8934, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.06300553426990209, | |
| "grad_norm": 0.8111737966537476, | |
| "learning_rate": 6.259890306925627e-05, | |
| "loss": 0.7036, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.06470838654746701, | |
| "grad_norm": 0.6757014393806458, | |
| "learning_rate": 6.0533963499786314e-05, | |
| "loss": 0.7597, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.06641123882503193, | |
| "grad_norm": 0.7240155935287476, | |
| "learning_rate": 5.8450041016092464e-05, | |
| "loss": 0.7963, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.06811409110259685, | |
| "grad_norm": 2.1751976013183594, | |
| "learning_rate": 5.6350890987343944e-05, | |
| "loss": 1.195, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.06811409110259685, | |
| "eval_loss": 0.832435131072998, | |
| "eval_runtime": 103.3366, | |
| "eval_samples_per_second": 11.971, | |
| "eval_steps_per_second": 5.99, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.06981694338016177, | |
| "grad_norm": 0.2670830488204956, | |
| "learning_rate": 5.4240296223775465e-05, | |
| "loss": 0.8186, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.07151979565772669, | |
| "grad_norm": 0.37276825308799744, | |
| "learning_rate": 5.212206015980742e-05, | |
| "loss": 0.6461, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.07322264793529161, | |
| "grad_norm": 0.4148285686969757, | |
| "learning_rate": 5e-05, | |
| "loss": 0.6849, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.07492550021285653, | |
| "grad_norm": 0.467510849237442, | |
| "learning_rate": 4.78779398401926e-05, | |
| "loss": 0.7479, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.07662835249042145, | |
| "grad_norm": 0.4516083002090454, | |
| "learning_rate": 4.575970377622456e-05, | |
| "loss": 0.7046, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.07833120476798637, | |
| "grad_norm": 0.6386833786964417, | |
| "learning_rate": 4.364910901265606e-05, | |
| "loss": 0.8149, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.0800340570455513, | |
| "grad_norm": 0.7090473771095276, | |
| "learning_rate": 4.1549958983907555e-05, | |
| "loss": 0.7141, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.08173690932311622, | |
| "grad_norm": 0.8289636969566345, | |
| "learning_rate": 3.94660365002137e-05, | |
| "loss": 0.7959, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.08343976160068114, | |
| "grad_norm": 0.7692727446556091, | |
| "learning_rate": 3.740109693074375e-05, | |
| "loss": 0.8913, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.08514261387824607, | |
| "grad_norm": 2.1364786624908447, | |
| "learning_rate": 3.5358861436172485e-05, | |
| "loss": 1.1669, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.08684546615581099, | |
| "grad_norm": 0.2958797812461853, | |
| "learning_rate": 3.334301026289712e-05, | |
| "loss": 0.5825, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.0885483184333759, | |
| "grad_norm": 0.3214460611343384, | |
| "learning_rate": 3.135717611098458e-05, | |
| "loss": 0.6469, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.09025117071094083, | |
| "grad_norm": 0.35879385471343994, | |
| "learning_rate": 2.9404937587800375e-05, | |
| "loss": 0.6802, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.09195402298850575, | |
| "grad_norm": 0.4895831048488617, | |
| "learning_rate": 2.748981275911633e-05, | |
| "loss": 0.6844, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.09365687526607067, | |
| "grad_norm": 0.5248720645904541, | |
| "learning_rate": 2.5615252809318284e-05, | |
| "loss": 0.816, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.09535972754363559, | |
| "grad_norm": 0.9332192540168762, | |
| "learning_rate": 2.3784635822138424e-05, | |
| "loss": 0.7685, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.0970625798212005, | |
| "grad_norm": 1.0168631076812744, | |
| "learning_rate": 2.2001260693120233e-05, | |
| "loss": 0.8865, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.09876543209876543, | |
| "grad_norm": 0.9966294169425964, | |
| "learning_rate": 2.026834118478567e-05, | |
| "loss": 0.7829, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.10046828437633035, | |
| "grad_norm": 0.7733042240142822, | |
| "learning_rate": 1.858900013521788e-05, | |
| "loss": 0.8039, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.10217113665389528, | |
| "grad_norm": 1.4958066940307617, | |
| "learning_rate": 1.6966263830495936e-05, | |
| "loss": 1.0362, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.10217113665389528, | |
| "eval_loss": 0.8057827949523926, | |
| "eval_runtime": 103.3191, | |
| "eval_samples_per_second": 11.973, | |
| "eval_steps_per_second": 5.991, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.1038739889314602, | |
| "grad_norm": 0.2826021909713745, | |
| "learning_rate": 1.5403056551122697e-05, | |
| "loss": 0.6531, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.10557684120902512, | |
| "grad_norm": 0.3743998110294342, | |
| "learning_rate": 1.3902195302273779e-05, | |
| "loss": 0.6584, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.10727969348659004, | |
| "grad_norm": 0.3901960849761963, | |
| "learning_rate": 1.246638473736378e-05, | |
| "loss": 0.6357, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.10898254576415496, | |
| "grad_norm": 0.45998629927635193, | |
| "learning_rate": 1.1098212284078036e-05, | |
| "loss": 0.7242, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.11068539804171988, | |
| "grad_norm": 0.5637640357017517, | |
| "learning_rate": 9.800143481652979e-06, | |
| "loss": 0.7037, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.1123882503192848, | |
| "grad_norm": 0.8985954523086548, | |
| "learning_rate": 8.574517537807897e-06, | |
| "loss": 0.6539, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.11409110259684972, | |
| "grad_norm": 0.580285370349884, | |
| "learning_rate": 7.423543113334436e-06, | |
| "loss": 0.6758, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.11579395487441464, | |
| "grad_norm": 0.9392384886741638, | |
| "learning_rate": 6.349294341940593e-06, | |
| "loss": 0.6773, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.11749680715197956, | |
| "grad_norm": 0.8998203873634338, | |
| "learning_rate": 5.353707092521582e-06, | |
| "loss": 0.7652, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.11919965942954448, | |
| "grad_norm": 1.7155072689056396, | |
| "learning_rate": 4.43857548059321e-06, | |
| "loss": 0.9315, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.1209025117071094, | |
| "grad_norm": 0.24951836466789246, | |
| "learning_rate": 3.605548635174533e-06, | |
| "loss": 0.6951, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.12260536398467432, | |
| "grad_norm": 0.3586573600769043, | |
| "learning_rate": 2.85612772694579e-06, | |
| "loss": 0.6712, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.12430821626223926, | |
| "grad_norm": 0.39840635657310486, | |
| "learning_rate": 2.191663263037458e-06, | |
| "loss": 0.7289, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.12601106853980418, | |
| "grad_norm": 0.4486914277076721, | |
| "learning_rate": 1.6133526533250565e-06, | |
| "loss": 0.6964, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.1277139208173691, | |
| "grad_norm": 0.60421222448349, | |
| "learning_rate": 1.1222380526156928e-06, | |
| "loss": 0.6867, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.12941677309493402, | |
| "grad_norm": 0.6045652031898499, | |
| "learning_rate": 7.192044826145771e-07, | |
| "loss": 0.8006, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.13111962537249894, | |
| "grad_norm": 0.9322503209114075, | |
| "learning_rate": 4.049782370561583e-07, | |
| "loss": 0.8982, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.13282247765006386, | |
| "grad_norm": 0.9230653643608093, | |
| "learning_rate": 1.8012557287367392e-07, | |
| "loss": 0.726, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.13452532992762878, | |
| "grad_norm": 0.8531010150909424, | |
| "learning_rate": 4.5051689765929214e-08, | |
| "loss": 0.7812, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.1362281822051937, | |
| "grad_norm": 2.1816444396972656, | |
| "learning_rate": 0.0, | |
| "loss": 1.0379, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.1362281822051937, | |
| "eval_loss": 0.7936921119689941, | |
| "eval_runtime": 103.1818, | |
| "eval_samples_per_second": 11.989, | |
| "eval_steps_per_second": 5.999, | |
| "step": 400 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 400, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.3767560524726272e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |