| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.17012227538543329, | |
| "eval_steps": 100, | |
| "global_step": 400, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0004253056884635832, | |
| "eval_loss": 1.0832202434539795, | |
| "eval_runtime": 32.6752, | |
| "eval_samples_per_second": 30.298, | |
| "eval_steps_per_second": 15.149, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.002126528442317916, | |
| "grad_norm": 0.7841684222221375, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.7602, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.004253056884635832, | |
| "grad_norm": 0.921779453754425, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.8528, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.006379585326953748, | |
| "grad_norm": 0.9533646106719971, | |
| "learning_rate": 5e-05, | |
| "loss": 1.0032, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.008506113769271665, | |
| "grad_norm": 0.9230514764785767, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 0.9854, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.01063264221158958, | |
| "grad_norm": 0.907342255115509, | |
| "learning_rate": 8.333333333333334e-05, | |
| "loss": 0.9975, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.012759170653907496, | |
| "grad_norm": 1.0756146907806396, | |
| "learning_rate": 0.0001, | |
| "loss": 1.0462, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.014885699096225412, | |
| "grad_norm": 1.1117802858352661, | |
| "learning_rate": 9.995494831023409e-05, | |
| "loss": 1.0375, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.01701222753854333, | |
| "grad_norm": 1.5911064147949219, | |
| "learning_rate": 9.981987442712633e-05, | |
| "loss": 0.8992, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.019138755980861243, | |
| "grad_norm": 1.1971668004989624, | |
| "learning_rate": 9.959502176294383e-05, | |
| "loss": 0.7314, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.02126528442317916, | |
| "grad_norm": 1.0723843574523926, | |
| "learning_rate": 9.928079551738543e-05, | |
| "loss": 0.7988, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.023391812865497075, | |
| "grad_norm": 0.5400782227516174, | |
| "learning_rate": 9.887776194738432e-05, | |
| "loss": 0.7173, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.025518341307814992, | |
| "grad_norm": 0.5201585292816162, | |
| "learning_rate": 9.838664734667495e-05, | |
| "loss": 0.7165, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.02764486975013291, | |
| "grad_norm": 0.5986294150352478, | |
| "learning_rate": 9.780833673696254e-05, | |
| "loss": 0.7515, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.029771398192450824, | |
| "grad_norm": 0.6949173808097839, | |
| "learning_rate": 9.714387227305422e-05, | |
| "loss": 0.8674, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.03189792663476874, | |
| "grad_norm": 0.7511739730834961, | |
| "learning_rate": 9.639445136482548e-05, | |
| "loss": 0.8676, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.03402445507708666, | |
| "grad_norm": 0.8884425759315491, | |
| "learning_rate": 9.55614245194068e-05, | |
| "loss": 0.9426, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.03615098351940457, | |
| "grad_norm": 1.1355093717575073, | |
| "learning_rate": 9.464629290747842e-05, | |
| "loss": 0.9845, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.03827751196172249, | |
| "grad_norm": 0.7691839933395386, | |
| "learning_rate": 9.365070565805941e-05, | |
| "loss": 0.7586, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.04040404040404041, | |
| "grad_norm": 0.9200711846351624, | |
| "learning_rate": 9.257645688666556e-05, | |
| "loss": 0.7443, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.04253056884635832, | |
| "grad_norm": 1.6259804964065552, | |
| "learning_rate": 9.142548246219212e-05, | |
| "loss": 0.7642, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.04253056884635832, | |
| "eval_loss": 0.7883314490318298, | |
| "eval_runtime": 32.4892, | |
| "eval_samples_per_second": 30.472, | |
| "eval_steps_per_second": 15.236, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.044657097288676235, | |
| "grad_norm": 0.45502185821533203, | |
| "learning_rate": 9.019985651834703e-05, | |
| "loss": 0.6729, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.04678362573099415, | |
| "grad_norm": 0.5358193516731262, | |
| "learning_rate": 8.890178771592199e-05, | |
| "loss": 0.7389, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.04891015417331207, | |
| "grad_norm": 0.6835756301879883, | |
| "learning_rate": 8.753361526263621e-05, | |
| "loss": 0.7012, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 0.051036682615629984, | |
| "grad_norm": 0.7369337677955627, | |
| "learning_rate": 8.609780469772623e-05, | |
| "loss": 0.7961, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.0531632110579479, | |
| "grad_norm": 0.7770721316337585, | |
| "learning_rate": 8.459694344887732e-05, | |
| "loss": 0.8449, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.05528973950026582, | |
| "grad_norm": 0.9152151346206665, | |
| "learning_rate": 8.303373616950408e-05, | |
| "loss": 0.7941, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.05741626794258373, | |
| "grad_norm": 1.1904630661010742, | |
| "learning_rate": 8.141099986478212e-05, | |
| "loss": 0.8666, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 0.05954279638490165, | |
| "grad_norm": 1.1595726013183594, | |
| "learning_rate": 7.973165881521434e-05, | |
| "loss": 0.8341, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.06166932482721956, | |
| "grad_norm": 0.9822093844413757, | |
| "learning_rate": 7.799873930687978e-05, | |
| "loss": 0.8322, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 0.06379585326953748, | |
| "grad_norm": 1.2074886560440063, | |
| "learning_rate": 7.621536417786159e-05, | |
| "loss": 0.6697, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.0659223817118554, | |
| "grad_norm": 0.5012809038162231, | |
| "learning_rate": 7.438474719068173e-05, | |
| "loss": 0.6677, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 0.06804891015417332, | |
| "grad_norm": 0.588683545589447, | |
| "learning_rate": 7.251018724088367e-05, | |
| "loss": 0.6848, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.07017543859649122, | |
| "grad_norm": 0.6733798980712891, | |
| "learning_rate": 7.059506241219965e-05, | |
| "loss": 0.6562, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 0.07230196703880915, | |
| "grad_norm": 0.6261290311813354, | |
| "learning_rate": 6.864282388901544e-05, | |
| "loss": 0.731, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.07442849548112707, | |
| "grad_norm": 0.9433246850967407, | |
| "learning_rate": 6.665698973710288e-05, | |
| "loss": 0.7953, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.07655502392344497, | |
| "grad_norm": 0.8979871273040771, | |
| "learning_rate": 6.464113856382752e-05, | |
| "loss": 0.8661, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.0786815523657629, | |
| "grad_norm": 0.8001134395599365, | |
| "learning_rate": 6.259890306925627e-05, | |
| "loss": 0.8672, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 0.08080808080808081, | |
| "grad_norm": 0.9000585675239563, | |
| "learning_rate": 6.0533963499786314e-05, | |
| "loss": 0.7966, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.08293460925039872, | |
| "grad_norm": 0.9679039120674133, | |
| "learning_rate": 5.8450041016092464e-05, | |
| "loss": 0.7287, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 0.08506113769271664, | |
| "grad_norm": 0.9612869024276733, | |
| "learning_rate": 5.6350890987343944e-05, | |
| "loss": 0.6869, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.08506113769271664, | |
| "eval_loss": 0.74885493516922, | |
| "eval_runtime": 32.4345, | |
| "eval_samples_per_second": 30.523, | |
| "eval_steps_per_second": 15.262, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.08718766613503455, | |
| "grad_norm": 0.45820483565330505, | |
| "learning_rate": 5.4240296223775465e-05, | |
| "loss": 0.5357, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 0.08931419457735247, | |
| "grad_norm": 0.6561435461044312, | |
| "learning_rate": 5.212206015980742e-05, | |
| "loss": 0.7261, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.09144072301967039, | |
| "grad_norm": 0.706652045249939, | |
| "learning_rate": 5e-05, | |
| "loss": 0.7772, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 0.0935672514619883, | |
| "grad_norm": 0.7001965641975403, | |
| "learning_rate": 4.78779398401926e-05, | |
| "loss": 0.829, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.09569377990430622, | |
| "grad_norm": 0.9561212658882141, | |
| "learning_rate": 4.575970377622456e-05, | |
| "loss": 0.8341, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.09782030834662414, | |
| "grad_norm": 1.039799690246582, | |
| "learning_rate": 4.364910901265606e-05, | |
| "loss": 0.796, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.09994683678894205, | |
| "grad_norm": 1.2402150630950928, | |
| "learning_rate": 4.1549958983907555e-05, | |
| "loss": 0.8059, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 0.10207336523125997, | |
| "grad_norm": 0.7450068593025208, | |
| "learning_rate": 3.94660365002137e-05, | |
| "loss": 0.7875, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.10419989367357789, | |
| "grad_norm": 0.8528944253921509, | |
| "learning_rate": 3.740109693074375e-05, | |
| "loss": 0.7362, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 0.1063264221158958, | |
| "grad_norm": 1.327515721321106, | |
| "learning_rate": 3.5358861436172485e-05, | |
| "loss": 0.8017, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.10845295055821372, | |
| "grad_norm": 0.5836326479911804, | |
| "learning_rate": 3.334301026289712e-05, | |
| "loss": 0.6268, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 0.11057947900053164, | |
| "grad_norm": 0.5506888031959534, | |
| "learning_rate": 3.135717611098458e-05, | |
| "loss": 0.6116, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.11270600744284955, | |
| "grad_norm": 0.7588187456130981, | |
| "learning_rate": 2.9404937587800375e-05, | |
| "loss": 0.6762, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 0.11483253588516747, | |
| "grad_norm": 0.8159733414649963, | |
| "learning_rate": 2.748981275911633e-05, | |
| "loss": 0.8094, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.11695906432748537, | |
| "grad_norm": 0.815102756023407, | |
| "learning_rate": 2.5615252809318284e-05, | |
| "loss": 0.6845, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.1190855927698033, | |
| "grad_norm": 0.990524172782898, | |
| "learning_rate": 2.3784635822138424e-05, | |
| "loss": 0.7858, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.12121212121212122, | |
| "grad_norm": 1.0764540433883667, | |
| "learning_rate": 2.2001260693120233e-05, | |
| "loss": 0.8093, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 0.12333864965443912, | |
| "grad_norm": 0.8942254185676575, | |
| "learning_rate": 2.026834118478567e-05, | |
| "loss": 0.698, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.12546517809675706, | |
| "grad_norm": 1.1617945432662964, | |
| "learning_rate": 1.858900013521788e-05, | |
| "loss": 0.8188, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 0.12759170653907495, | |
| "grad_norm": 1.6578449010849, | |
| "learning_rate": 1.6966263830495936e-05, | |
| "loss": 0.6237, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.12759170653907495, | |
| "eval_loss": 0.7355306148529053, | |
| "eval_runtime": 32.3471, | |
| "eval_samples_per_second": 30.606, | |
| "eval_steps_per_second": 15.303, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.12971823498139287, | |
| "grad_norm": 0.5733609795570374, | |
| "learning_rate": 1.5403056551122697e-05, | |
| "loss": 0.6604, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 0.1318447634237108, | |
| "grad_norm": 0.611932635307312, | |
| "learning_rate": 1.3902195302273779e-05, | |
| "loss": 0.6755, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.1339712918660287, | |
| "grad_norm": 0.6192579865455627, | |
| "learning_rate": 1.246638473736378e-05, | |
| "loss": 0.7273, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 0.13609782030834663, | |
| "grad_norm": 2.9742281436920166, | |
| "learning_rate": 1.1098212284078036e-05, | |
| "loss": 0.7241, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.13822434875066453, | |
| "grad_norm": 0.8530343174934387, | |
| "learning_rate": 9.800143481652979e-06, | |
| "loss": 0.784, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.14035087719298245, | |
| "grad_norm": 1.0411911010742188, | |
| "learning_rate": 8.574517537807897e-06, | |
| "loss": 0.7906, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.14247740563530037, | |
| "grad_norm": 1.3315730094909668, | |
| "learning_rate": 7.423543113334436e-06, | |
| "loss": 0.7863, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 0.1446039340776183, | |
| "grad_norm": 0.773786187171936, | |
| "learning_rate": 6.349294341940593e-06, | |
| "loss": 0.7532, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.1467304625199362, | |
| "grad_norm": 0.8631799817085266, | |
| "learning_rate": 5.353707092521582e-06, | |
| "loss": 0.7101, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 0.14885699096225413, | |
| "grad_norm": 1.1954724788665771, | |
| "learning_rate": 4.43857548059321e-06, | |
| "loss": 0.8269, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.15098351940457203, | |
| "grad_norm": 0.5093288421630859, | |
| "learning_rate": 3.605548635174533e-06, | |
| "loss": 0.6281, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 0.15311004784688995, | |
| "grad_norm": 0.5996906161308289, | |
| "learning_rate": 2.85612772694579e-06, | |
| "loss": 0.6559, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.15523657628920787, | |
| "grad_norm": 0.7968803644180298, | |
| "learning_rate": 2.191663263037458e-06, | |
| "loss": 0.7888, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 0.1573631047315258, | |
| "grad_norm": 0.6822494864463806, | |
| "learning_rate": 1.6133526533250565e-06, | |
| "loss": 0.7492, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.1594896331738437, | |
| "grad_norm": 0.9301332235336304, | |
| "learning_rate": 1.1222380526156928e-06, | |
| "loss": 0.7315, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.16161616161616163, | |
| "grad_norm": 0.9796470999717712, | |
| "learning_rate": 7.192044826145771e-07, | |
| "loss": 0.8134, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.16374269005847952, | |
| "grad_norm": 1.4449524879455566, | |
| "learning_rate": 4.049782370561583e-07, | |
| "loss": 0.8235, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 0.16586921850079744, | |
| "grad_norm": 0.774215817451477, | |
| "learning_rate": 1.8012557287367392e-07, | |
| "loss": 0.6907, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.16799574694311536, | |
| "grad_norm": 0.9537460207939148, | |
| "learning_rate": 4.5051689765929214e-08, | |
| "loss": 0.6446, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 0.17012227538543329, | |
| "grad_norm": 1.345268726348877, | |
| "learning_rate": 0.0, | |
| "loss": 0.5913, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.17012227538543329, | |
| "eval_loss": 0.7333823442459106, | |
| "eval_runtime": 32.4093, | |
| "eval_samples_per_second": 30.547, | |
| "eval_steps_per_second": 15.273, | |
| "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": 1.2523217739055104e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |