| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.09637393085170462, | |
| "eval_steps": 100, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.00024093482712926153, | |
| "eval_loss": 5.2897210121154785, | |
| "eval_runtime": 52.997, | |
| "eval_samples_per_second": 131.894, | |
| "eval_steps_per_second": 16.492, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0012046741356463078, | |
| "grad_norm": 1.0848690271377563, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 5.2078, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0024093482712926155, | |
| "grad_norm": 0.9403343200683594, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 5.204, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.003614022406938923, | |
| "grad_norm": 1.305862545967102, | |
| "learning_rate": 5e-05, | |
| "loss": 5.2467, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.004818696542585231, | |
| "grad_norm": 1.322456955909729, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 4.9954, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.006023370678231539, | |
| "grad_norm": 1.32424795627594, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 4.7048, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.007228044813877846, | |
| "grad_norm": 1.7734204530715942, | |
| "learning_rate": 0.0001, | |
| "loss": 4.2781, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.008432718949524154, | |
| "grad_norm": 1.6442747116088867, | |
| "learning_rate": 9.995494831023409e-05, | |
| "loss": 3.4232, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.009637393085170462, | |
| "grad_norm": 1.4995731115341187, | |
| "learning_rate": 9.981987442712633e-05, | |
| "loss": 2.7847, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.01084206722081677, | |
| "grad_norm": 1.3251590728759766, | |
| "learning_rate": 9.959502176294383e-05, | |
| "loss": 1.9015, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.012046741356463078, | |
| "grad_norm": 1.3444932699203491, | |
| "learning_rate": 9.928079551738543e-05, | |
| "loss": 1.3271, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.013251415492109385, | |
| "grad_norm": 1.079583764076233, | |
| "learning_rate": 9.887776194738432e-05, | |
| "loss": 0.8928, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.014456089627755691, | |
| "grad_norm": 1.5913984775543213, | |
| "learning_rate": 9.838664734667495e-05, | |
| "loss": 0.6982, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.015660763763402, | |
| "grad_norm": 1.5894569158554077, | |
| "learning_rate": 9.780833673696254e-05, | |
| "loss": 0.5173, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.01686543789904831, | |
| "grad_norm": 1.1450620889663696, | |
| "learning_rate": 9.714387227305422e-05, | |
| "loss": 0.3779, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.018070112034694615, | |
| "grad_norm": 1.1359564065933228, | |
| "learning_rate": 9.639445136482548e-05, | |
| "loss": 0.3262, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.019274786170340924, | |
| "grad_norm": 1.096200942993164, | |
| "learning_rate": 9.55614245194068e-05, | |
| "loss": 0.313, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.02047946030598723, | |
| "grad_norm": 1.1150457859039307, | |
| "learning_rate": 9.464629290747842e-05, | |
| "loss": 0.2924, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.02168413444163354, | |
| "grad_norm": 0.9334543943405151, | |
| "learning_rate": 9.365070565805941e-05, | |
| "loss": 0.3151, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.022888808577279846, | |
| "grad_norm": 1.1940410137176514, | |
| "learning_rate": 9.257645688666556e-05, | |
| "loss": 0.2857, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.024093482712926155, | |
| "grad_norm": 0.8553321361541748, | |
| "learning_rate": 9.142548246219212e-05, | |
| "loss": 0.3003, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.024093482712926155, | |
| "eval_loss": 0.3034798502922058, | |
| "eval_runtime": 53.3681, | |
| "eval_samples_per_second": 130.977, | |
| "eval_steps_per_second": 16.377, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.02529815684857246, | |
| "grad_norm": 0.9065014719963074, | |
| "learning_rate": 9.019985651834703e-05, | |
| "loss": 0.312, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.02650283098421877, | |
| "grad_norm": 0.6335747241973877, | |
| "learning_rate": 8.890178771592199e-05, | |
| "loss": 0.2791, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.027707505119865077, | |
| "grad_norm": 0.6578128933906555, | |
| "learning_rate": 8.753361526263621e-05, | |
| "loss": 0.2982, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.028912179255511383, | |
| "grad_norm": 0.7035508751869202, | |
| "learning_rate": 8.609780469772623e-05, | |
| "loss": 0.2783, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.030116853391157692, | |
| "grad_norm": 0.6804089546203613, | |
| "learning_rate": 8.459694344887732e-05, | |
| "loss": 0.3074, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.031321527526804, | |
| "grad_norm": 0.5222188830375671, | |
| "learning_rate": 8.303373616950408e-05, | |
| "loss": 0.2691, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.03252620166245031, | |
| "grad_norm": 0.562334418296814, | |
| "learning_rate": 8.141099986478212e-05, | |
| "loss": 0.2822, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.03373087579809662, | |
| "grad_norm": 0.60301274061203, | |
| "learning_rate": 7.973165881521434e-05, | |
| "loss": 0.31, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.03493554993374292, | |
| "grad_norm": 0.6837559938430786, | |
| "learning_rate": 7.799873930687978e-05, | |
| "loss": 0.2665, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.03614022406938923, | |
| "grad_norm": 0.8240361213684082, | |
| "learning_rate": 7.621536417786159e-05, | |
| "loss": 0.2911, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.03734489820503554, | |
| "grad_norm": 0.6972349286079407, | |
| "learning_rate": 7.438474719068173e-05, | |
| "loss": 0.2831, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.03854957234068185, | |
| "grad_norm": 0.5488475561141968, | |
| "learning_rate": 7.251018724088367e-05, | |
| "loss": 0.2925, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.03975424647632815, | |
| "grad_norm": 0.4723394811153412, | |
| "learning_rate": 7.059506241219965e-05, | |
| "loss": 0.2756, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.04095892061197446, | |
| "grad_norm": 0.679368793964386, | |
| "learning_rate": 6.864282388901544e-05, | |
| "loss": 0.2656, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.04216359474762077, | |
| "grad_norm": 0.6478915214538574, | |
| "learning_rate": 6.665698973710288e-05, | |
| "loss": 0.2977, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.04336826888326708, | |
| "grad_norm": 0.7039422988891602, | |
| "learning_rate": 6.464113856382752e-05, | |
| "loss": 0.2716, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.04457294301891338, | |
| "grad_norm": 0.7704228162765503, | |
| "learning_rate": 6.259890306925627e-05, | |
| "loss": 0.2817, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.04577761715455969, | |
| "grad_norm": 0.6130190491676331, | |
| "learning_rate": 6.0533963499786314e-05, | |
| "loss": 0.2648, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.046982291290206, | |
| "grad_norm": 0.7051613926887512, | |
| "learning_rate": 5.8450041016092464e-05, | |
| "loss": 0.2755, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.04818696542585231, | |
| "grad_norm": 0.517988920211792, | |
| "learning_rate": 5.6350890987343944e-05, | |
| "loss": 0.2816, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.04818696542585231, | |
| "eval_loss": 0.2893995940685272, | |
| "eval_runtime": 53.1802, | |
| "eval_samples_per_second": 131.44, | |
| "eval_steps_per_second": 16.435, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.04939163956149861, | |
| "grad_norm": 0.6918057203292847, | |
| "learning_rate": 5.4240296223775465e-05, | |
| "loss": 0.2937, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.05059631369714492, | |
| "grad_norm": 0.8374642729759216, | |
| "learning_rate": 5.212206015980742e-05, | |
| "loss": 0.2727, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.05180098783279123, | |
| "grad_norm": 0.49216243624687195, | |
| "learning_rate": 5e-05, | |
| "loss": 0.2739, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.05300566196843754, | |
| "grad_norm": 0.6589741706848145, | |
| "learning_rate": 4.78779398401926e-05, | |
| "loss": 0.2759, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.054210336104083844, | |
| "grad_norm": 0.4761958718299866, | |
| "learning_rate": 4.575970377622456e-05, | |
| "loss": 0.2809, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.05541501023973015, | |
| "grad_norm": 0.37343281507492065, | |
| "learning_rate": 4.364910901265606e-05, | |
| "loss": 0.2614, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.05661968437537646, | |
| "grad_norm": 0.5136386752128601, | |
| "learning_rate": 4.1549958983907555e-05, | |
| "loss": 0.2538, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.057824358511022765, | |
| "grad_norm": 0.5993496775627136, | |
| "learning_rate": 3.94660365002137e-05, | |
| "loss": 0.2833, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.059029032646669075, | |
| "grad_norm": 0.47118353843688965, | |
| "learning_rate": 3.740109693074375e-05, | |
| "loss": 0.2765, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.060233706782315384, | |
| "grad_norm": 0.39654070138931274, | |
| "learning_rate": 3.5358861436172485e-05, | |
| "loss": 0.2778, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.061438380917961694, | |
| "grad_norm": 0.4230641722679138, | |
| "learning_rate": 3.334301026289712e-05, | |
| "loss": 0.2804, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.062643055053608, | |
| "grad_norm": 0.6153284311294556, | |
| "learning_rate": 3.135717611098458e-05, | |
| "loss": 0.2728, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.06384772918925431, | |
| "grad_norm": 0.362914502620697, | |
| "learning_rate": 2.9404937587800375e-05, | |
| "loss": 0.2678, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.06505240332490062, | |
| "grad_norm": 0.4850432574748993, | |
| "learning_rate": 2.748981275911633e-05, | |
| "loss": 0.2645, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.06625707746054692, | |
| "grad_norm": 0.5871238112449646, | |
| "learning_rate": 2.5615252809318284e-05, | |
| "loss": 0.2548, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.06746175159619323, | |
| "grad_norm": 0.5464058518409729, | |
| "learning_rate": 2.3784635822138424e-05, | |
| "loss": 0.2674, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.06866642573183954, | |
| "grad_norm": 0.6201205849647522, | |
| "learning_rate": 2.2001260693120233e-05, | |
| "loss": 0.2812, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.06987109986748584, | |
| "grad_norm": 0.3898628056049347, | |
| "learning_rate": 2.026834118478567e-05, | |
| "loss": 0.2747, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.07107577400313216, | |
| "grad_norm": 0.5476693511009216, | |
| "learning_rate": 1.858900013521788e-05, | |
| "loss": 0.262, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.07228044813877846, | |
| "grad_norm": 0.8837735056877136, | |
| "learning_rate": 1.6966263830495936e-05, | |
| "loss": 0.2725, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.07228044813877846, | |
| "eval_loss": 0.2828783392906189, | |
| "eval_runtime": 53.3466, | |
| "eval_samples_per_second": 131.03, | |
| "eval_steps_per_second": 16.383, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.07348512227442477, | |
| "grad_norm": 0.6191293597221375, | |
| "learning_rate": 1.5403056551122697e-05, | |
| "loss": 0.2534, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.07468979641007108, | |
| "grad_norm": 0.5668566226959229, | |
| "learning_rate": 1.3902195302273779e-05, | |
| "loss": 0.2605, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.07589447054571738, | |
| "grad_norm": 0.7406247854232788, | |
| "learning_rate": 1.246638473736378e-05, | |
| "loss": 0.2719, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.0770991446813637, | |
| "grad_norm": 0.4821166396141052, | |
| "learning_rate": 1.1098212284078036e-05, | |
| "loss": 0.2556, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.07830381881701, | |
| "grad_norm": 0.24732011556625366, | |
| "learning_rate": 9.800143481652979e-06, | |
| "loss": 0.2711, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.0795084929526563, | |
| "grad_norm": 0.6188521385192871, | |
| "learning_rate": 8.574517537807897e-06, | |
| "loss": 0.2649, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.08071316708830262, | |
| "grad_norm": 0.4498525857925415, | |
| "learning_rate": 7.423543113334436e-06, | |
| "loss": 0.2739, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.08191784122394892, | |
| "grad_norm": 0.3962417244911194, | |
| "learning_rate": 6.349294341940593e-06, | |
| "loss": 0.2793, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.08312251535959522, | |
| "grad_norm": 0.39472633600234985, | |
| "learning_rate": 5.353707092521582e-06, | |
| "loss": 0.2764, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.08432718949524154, | |
| "grad_norm": 0.39465591311454773, | |
| "learning_rate": 4.43857548059321e-06, | |
| "loss": 0.2761, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.08553186363088784, | |
| "grad_norm": 0.44090038537979126, | |
| "learning_rate": 3.605548635174533e-06, | |
| "loss": 0.2781, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.08673653776653416, | |
| "grad_norm": 0.5822060108184814, | |
| "learning_rate": 2.85612772694579e-06, | |
| "loss": 0.2697, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.08794121190218046, | |
| "grad_norm": 0.41576147079467773, | |
| "learning_rate": 2.191663263037458e-06, | |
| "loss": 0.2655, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.08914588603782676, | |
| "grad_norm": 0.4551864564418793, | |
| "learning_rate": 1.6133526533250565e-06, | |
| "loss": 0.26, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.09035056017347308, | |
| "grad_norm": 0.6066895127296448, | |
| "learning_rate": 1.1222380526156928e-06, | |
| "loss": 0.2755, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.09155523430911938, | |
| "grad_norm": 0.7577335238456726, | |
| "learning_rate": 7.192044826145771e-07, | |
| "loss": 0.2671, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.09275990844476568, | |
| "grad_norm": 0.6159568428993225, | |
| "learning_rate": 4.049782370561583e-07, | |
| "loss": 0.2654, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.093964582580412, | |
| "grad_norm": 0.32610562443733215, | |
| "learning_rate": 1.8012557287367392e-07, | |
| "loss": 0.2714, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.0951692567160583, | |
| "grad_norm": 0.5694824457168579, | |
| "learning_rate": 4.5051689765929214e-08, | |
| "loss": 0.2673, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.09637393085170462, | |
| "grad_norm": 0.6154575347900391, | |
| "learning_rate": 0.0, | |
| "loss": 0.2692, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.09637393085170462, | |
| "eval_loss": 0.2801929712295532, | |
| "eval_runtime": 53.5151, | |
| "eval_samples_per_second": 130.617, | |
| "eval_steps_per_second": 16.332, | |
| "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": 1.2815911801480806e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |