|
{ |
|
"best_metric": 0.7388833165168762, |
|
"best_model_checkpoint": "./beans_outputs/checkpoint-1950", |
|
"epoch": 15.0, |
|
"eval_steps": 500, |
|
"global_step": 1950, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.07692307692307693, |
|
"grad_norm": 2.1216182708740234, |
|
"learning_rate": 1.98974358974359e-05, |
|
"loss": 1.1239, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15384615384615385, |
|
"grad_norm": 1.8308407068252563, |
|
"learning_rate": 1.9794871794871798e-05, |
|
"loss": 1.1221, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.23076923076923078, |
|
"grad_norm": 1.9811038970947266, |
|
"learning_rate": 1.9692307692307696e-05, |
|
"loss": 1.1163, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 2.4690616130828857, |
|
"learning_rate": 1.958974358974359e-05, |
|
"loss": 1.1046, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.38461538461538464, |
|
"grad_norm": 1.6778465509414673, |
|
"learning_rate": 1.9487179487179488e-05, |
|
"loss": 1.1082, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 1.4839682579040527, |
|
"learning_rate": 1.9384615384615386e-05, |
|
"loss": 1.1043, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.5384615384615384, |
|
"grad_norm": 2.6265501976013184, |
|
"learning_rate": 1.9282051282051284e-05, |
|
"loss": 1.1028, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 2.565593719482422, |
|
"learning_rate": 1.9179487179487182e-05, |
|
"loss": 1.0909, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.6923076923076923, |
|
"grad_norm": 2.020240545272827, |
|
"learning_rate": 1.907692307692308e-05, |
|
"loss": 1.0939, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 2.49810791015625, |
|
"learning_rate": 1.8974358974358975e-05, |
|
"loss": 1.0917, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.8461538461538461, |
|
"grad_norm": 1.8923050165176392, |
|
"learning_rate": 1.8871794871794873e-05, |
|
"loss": 1.0937, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 2.2869341373443604, |
|
"learning_rate": 1.876923076923077e-05, |
|
"loss": 1.1001, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 4.069129467010498, |
|
"learning_rate": 1.866666666666667e-05, |
|
"loss": 1.0863, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.42857142857142855, |
|
"eval_loss": 1.0881553888320923, |
|
"eval_runtime": 0.9817, |
|
"eval_samples_per_second": 135.479, |
|
"eval_steps_per_second": 17.317, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 1.7320090532302856, |
|
"learning_rate": 1.8564102564102567e-05, |
|
"loss": 1.0792, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.1538461538461537, |
|
"grad_norm": 2.5494987964630127, |
|
"learning_rate": 1.8461538461538465e-05, |
|
"loss": 1.072, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 1.4740803241729736, |
|
"learning_rate": 1.835897435897436e-05, |
|
"loss": 1.0773, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.3076923076923077, |
|
"grad_norm": 2.3478026390075684, |
|
"learning_rate": 1.8256410256410257e-05, |
|
"loss": 1.0907, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 2.1786012649536133, |
|
"learning_rate": 1.8153846153846155e-05, |
|
"loss": 1.08, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.4615384615384617, |
|
"grad_norm": 2.1593339443206787, |
|
"learning_rate": 1.8051282051282053e-05, |
|
"loss": 1.0789, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 2.1174795627593994, |
|
"learning_rate": 1.794871794871795e-05, |
|
"loss": 1.0779, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.6153846153846154, |
|
"grad_norm": 1.8251662254333496, |
|
"learning_rate": 1.784615384615385e-05, |
|
"loss": 1.067, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 3.535820245742798, |
|
"learning_rate": 1.7743589743589744e-05, |
|
"loss": 1.0701, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.7692307692307692, |
|
"grad_norm": 2.0242528915405273, |
|
"learning_rate": 1.7641025641025642e-05, |
|
"loss": 1.0714, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 2.1979262828826904, |
|
"learning_rate": 1.753846153846154e-05, |
|
"loss": 1.0868, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 2.096327543258667, |
|
"learning_rate": 1.7435897435897438e-05, |
|
"loss": 1.0682, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 3.008599042892456, |
|
"learning_rate": 1.7333333333333336e-05, |
|
"loss": 1.063, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5413533834586466, |
|
"eval_loss": 1.0589852333068848, |
|
"eval_runtime": 0.7866, |
|
"eval_samples_per_second": 169.088, |
|
"eval_steps_per_second": 21.613, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.076923076923077, |
|
"grad_norm": 2.03446888923645, |
|
"learning_rate": 1.7230769230769234e-05, |
|
"loss": 1.0712, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 2.4047350883483887, |
|
"learning_rate": 1.7128205128205128e-05, |
|
"loss": 1.0593, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.230769230769231, |
|
"grad_norm": 2.37992262840271, |
|
"learning_rate": 1.7025641025641026e-05, |
|
"loss": 1.0577, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 2.940575361251831, |
|
"learning_rate": 1.6923076923076924e-05, |
|
"loss": 1.044, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.3846153846153846, |
|
"grad_norm": 1.983780026435852, |
|
"learning_rate": 1.6820512820512822e-05, |
|
"loss": 1.0573, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 1.9737600088119507, |
|
"learning_rate": 1.671794871794872e-05, |
|
"loss": 1.048, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.5384615384615383, |
|
"grad_norm": 1.4561364650726318, |
|
"learning_rate": 1.6615384615384618e-05, |
|
"loss": 1.0317, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 2.187842845916748, |
|
"learning_rate": 1.6512820512820513e-05, |
|
"loss": 1.0482, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.6923076923076925, |
|
"grad_norm": 1.9264109134674072, |
|
"learning_rate": 1.641025641025641e-05, |
|
"loss": 1.0491, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 1.8492430448532104, |
|
"learning_rate": 1.630769230769231e-05, |
|
"loss": 1.0409, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.8461538461538463, |
|
"grad_norm": 2.1464972496032715, |
|
"learning_rate": 1.6205128205128207e-05, |
|
"loss": 1.0359, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 1.8184483051300049, |
|
"learning_rate": 1.6102564102564105e-05, |
|
"loss": 1.0237, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 4.10977029800415, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 1.0447, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6992481203007519, |
|
"eval_loss": 1.022922396659851, |
|
"eval_runtime": 0.831, |
|
"eval_samples_per_second": 160.057, |
|
"eval_steps_per_second": 20.458, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 2.4164669513702393, |
|
"learning_rate": 1.5897435897435897e-05, |
|
"loss": 1.0417, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.1538461538461537, |
|
"grad_norm": 1.9611194133758545, |
|
"learning_rate": 1.5794871794871795e-05, |
|
"loss": 1.03, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 2.1152236461639404, |
|
"learning_rate": 1.5692307692307693e-05, |
|
"loss": 1.038, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.3076923076923075, |
|
"grad_norm": 2.2656948566436768, |
|
"learning_rate": 1.558974358974359e-05, |
|
"loss": 1.0163, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 2.1608102321624756, |
|
"learning_rate": 1.548717948717949e-05, |
|
"loss": 1.0277, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.4615384615384617, |
|
"grad_norm": 1.7433905601501465, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 1.0379, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 2.625889778137207, |
|
"learning_rate": 1.5282051282051282e-05, |
|
"loss": 1.0314, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.6153846153846154, |
|
"grad_norm": 1.6532872915267944, |
|
"learning_rate": 1.517948717948718e-05, |
|
"loss": 1.0052, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 2.715625524520874, |
|
"learning_rate": 1.5076923076923078e-05, |
|
"loss": 1.0101, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.769230769230769, |
|
"grad_norm": 1.6237256526947021, |
|
"learning_rate": 1.4974358974358976e-05, |
|
"loss": 0.9981, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 1.582321286201477, |
|
"learning_rate": 1.4871794871794874e-05, |
|
"loss": 1.0226, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.9230769230769234, |
|
"grad_norm": 1.7656166553497314, |
|
"learning_rate": 1.4769230769230772e-05, |
|
"loss": 0.9989, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 5.592857837677002, |
|
"learning_rate": 1.4666666666666666e-05, |
|
"loss": 1.0223, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.6917293233082706, |
|
"eval_loss": 0.9968266487121582, |
|
"eval_runtime": 0.8013, |
|
"eval_samples_per_second": 165.971, |
|
"eval_steps_per_second": 21.214, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.076923076923077, |
|
"grad_norm": 2.7708559036254883, |
|
"learning_rate": 1.4564102564102564e-05, |
|
"loss": 1.0136, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.153846153846154, |
|
"grad_norm": 1.880313515663147, |
|
"learning_rate": 1.4461538461538462e-05, |
|
"loss": 1.0166, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.230769230769231, |
|
"grad_norm": 2.6722023487091064, |
|
"learning_rate": 1.435897435897436e-05, |
|
"loss": 1.0238, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.3076923076923075, |
|
"grad_norm": 2.3504159450531006, |
|
"learning_rate": 1.4256410256410258e-05, |
|
"loss": 1.0338, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.384615384615385, |
|
"grad_norm": 2.2466416358947754, |
|
"learning_rate": 1.4153846153846156e-05, |
|
"loss": 0.9838, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.461538461538462, |
|
"grad_norm": 2.590592861175537, |
|
"learning_rate": 1.405128205128205e-05, |
|
"loss": 0.9915, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.538461538461538, |
|
"grad_norm": 2.3943469524383545, |
|
"learning_rate": 1.3948717948717949e-05, |
|
"loss": 0.9885, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.615384615384615, |
|
"grad_norm": 1.8981530666351318, |
|
"learning_rate": 1.3846153846153847e-05, |
|
"loss": 0.9802, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.6923076923076925, |
|
"grad_norm": 3.2020835876464844, |
|
"learning_rate": 1.3743589743589745e-05, |
|
"loss": 0.9993, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.769230769230769, |
|
"grad_norm": 2.171642541885376, |
|
"learning_rate": 1.3641025641025643e-05, |
|
"loss": 1.0033, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.846153846153846, |
|
"grad_norm": 1.8594719171524048, |
|
"learning_rate": 1.353846153846154e-05, |
|
"loss": 0.9689, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 4.923076923076923, |
|
"grad_norm": 2.3601503372192383, |
|
"learning_rate": 1.3435897435897435e-05, |
|
"loss": 0.9703, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 5.1482744216918945, |
|
"learning_rate": 1.3333333333333333e-05, |
|
"loss": 1.0, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.7518796992481203, |
|
"eval_loss": 0.9575085639953613, |
|
"eval_runtime": 0.8114, |
|
"eval_samples_per_second": 163.92, |
|
"eval_steps_per_second": 20.952, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.076923076923077, |
|
"grad_norm": 1.8753620386123657, |
|
"learning_rate": 1.3230769230769231e-05, |
|
"loss": 0.9664, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 5.153846153846154, |
|
"grad_norm": 2.668313503265381, |
|
"learning_rate": 1.312820512820513e-05, |
|
"loss": 1.0055, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 5.230769230769231, |
|
"grad_norm": 2.544369697570801, |
|
"learning_rate": 1.3025641025641027e-05, |
|
"loss": 0.9936, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 5.3076923076923075, |
|
"grad_norm": 2.7921175956726074, |
|
"learning_rate": 1.2923076923076925e-05, |
|
"loss": 0.9852, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 5.384615384615385, |
|
"grad_norm": 2.6936609745025635, |
|
"learning_rate": 1.2820512820512823e-05, |
|
"loss": 0.9725, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 5.461538461538462, |
|
"grad_norm": 2.4392247200012207, |
|
"learning_rate": 1.2717948717948718e-05, |
|
"loss": 0.9653, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 5.538461538461538, |
|
"grad_norm": 1.9628013372421265, |
|
"learning_rate": 1.2615384615384616e-05, |
|
"loss": 0.9497, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 5.615384615384615, |
|
"grad_norm": 2.3558847904205322, |
|
"learning_rate": 1.2512820512820514e-05, |
|
"loss": 0.9646, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 5.6923076923076925, |
|
"grad_norm": 2.4973325729370117, |
|
"learning_rate": 1.2410256410256412e-05, |
|
"loss": 0.9458, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 5.769230769230769, |
|
"grad_norm": 2.091280221939087, |
|
"learning_rate": 1.230769230769231e-05, |
|
"loss": 0.9506, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 5.846153846153846, |
|
"grad_norm": 2.1584551334381104, |
|
"learning_rate": 1.2205128205128208e-05, |
|
"loss": 0.9517, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 5.923076923076923, |
|
"grad_norm": 3.8231847286224365, |
|
"learning_rate": 1.2102564102564102e-05, |
|
"loss": 0.9375, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 4.746103286743164, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.9726, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7744360902255639, |
|
"eval_loss": 0.92984938621521, |
|
"eval_runtime": 0.8125, |
|
"eval_samples_per_second": 163.686, |
|
"eval_steps_per_second": 20.922, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 6.076923076923077, |
|
"grad_norm": 2.8764736652374268, |
|
"learning_rate": 1.1897435897435898e-05, |
|
"loss": 0.9424, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 6.153846153846154, |
|
"grad_norm": 2.512113332748413, |
|
"learning_rate": 1.1794871794871796e-05, |
|
"loss": 0.9378, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 6.230769230769231, |
|
"grad_norm": 1.8056284189224243, |
|
"learning_rate": 1.1692307692307694e-05, |
|
"loss": 0.9309, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 6.3076923076923075, |
|
"grad_norm": 2.3125550746917725, |
|
"learning_rate": 1.1589743589743592e-05, |
|
"loss": 0.9316, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 6.384615384615385, |
|
"grad_norm": 2.485017776489258, |
|
"learning_rate": 1.1487179487179487e-05, |
|
"loss": 0.9359, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 6.461538461538462, |
|
"grad_norm": 3.3460640907287598, |
|
"learning_rate": 1.1384615384615385e-05, |
|
"loss": 0.9316, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 6.538461538461538, |
|
"grad_norm": 2.9212265014648438, |
|
"learning_rate": 1.1282051282051283e-05, |
|
"loss": 0.9417, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 6.615384615384615, |
|
"grad_norm": 1.9060611724853516, |
|
"learning_rate": 1.117948717948718e-05, |
|
"loss": 0.9127, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 6.6923076923076925, |
|
"grad_norm": 2.729116201400757, |
|
"learning_rate": 1.1076923076923079e-05, |
|
"loss": 0.9581, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 6.769230769230769, |
|
"grad_norm": 2.170494794845581, |
|
"learning_rate": 1.0974358974358977e-05, |
|
"loss": 0.9267, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 6.846153846153846, |
|
"grad_norm": 2.36336350440979, |
|
"learning_rate": 1.0871794871794871e-05, |
|
"loss": 0.9209, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 6.923076923076923, |
|
"grad_norm": 3.067629098892212, |
|
"learning_rate": 1.076923076923077e-05, |
|
"loss": 0.9425, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 4.193312168121338, |
|
"learning_rate": 1.0666666666666667e-05, |
|
"loss": 0.9258, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.8045112781954887, |
|
"eval_loss": 0.8871035575866699, |
|
"eval_runtime": 0.9311, |
|
"eval_samples_per_second": 142.845, |
|
"eval_steps_per_second": 18.258, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 7.076923076923077, |
|
"grad_norm": 2.743016004562378, |
|
"learning_rate": 1.0564102564102565e-05, |
|
"loss": 0.9111, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 7.153846153846154, |
|
"grad_norm": 3.4307682514190674, |
|
"learning_rate": 1.0461538461538463e-05, |
|
"loss": 0.9108, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 7.230769230769231, |
|
"grad_norm": 3.426872968673706, |
|
"learning_rate": 1.0358974358974361e-05, |
|
"loss": 0.9011, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 7.3076923076923075, |
|
"grad_norm": 2.8081014156341553, |
|
"learning_rate": 1.0256410256410256e-05, |
|
"loss": 0.9076, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 7.384615384615385, |
|
"grad_norm": 2.9387893676757812, |
|
"learning_rate": 1.0153846153846154e-05, |
|
"loss": 0.9236, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 7.461538461538462, |
|
"grad_norm": 2.192082643508911, |
|
"learning_rate": 1.0051282051282052e-05, |
|
"loss": 0.8889, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 7.538461538461538, |
|
"grad_norm": 2.60426926612854, |
|
"learning_rate": 9.94871794871795e-06, |
|
"loss": 0.9243, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 7.615384615384615, |
|
"grad_norm": 2.2395219802856445, |
|
"learning_rate": 9.846153846153848e-06, |
|
"loss": 0.8859, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 7.6923076923076925, |
|
"grad_norm": 2.0519468784332275, |
|
"learning_rate": 9.743589743589744e-06, |
|
"loss": 0.8821, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 7.769230769230769, |
|
"grad_norm": 3.1931142807006836, |
|
"learning_rate": 9.641025641025642e-06, |
|
"loss": 0.8825, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 7.846153846153846, |
|
"grad_norm": 2.4902703762054443, |
|
"learning_rate": 9.53846153846154e-06, |
|
"loss": 0.9106, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 7.923076923076923, |
|
"grad_norm": 2.7248635292053223, |
|
"learning_rate": 9.435897435897436e-06, |
|
"loss": 0.8597, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 4.114623069763184, |
|
"learning_rate": 9.333333333333334e-06, |
|
"loss": 0.9203, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.8345864661654135, |
|
"eval_loss": 0.8486866354942322, |
|
"eval_runtime": 0.8033, |
|
"eval_samples_per_second": 165.565, |
|
"eval_steps_per_second": 21.162, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 8.076923076923077, |
|
"grad_norm": 1.7978770732879639, |
|
"learning_rate": 9.230769230769232e-06, |
|
"loss": 0.8922, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 8.153846153846153, |
|
"grad_norm": 2.1388049125671387, |
|
"learning_rate": 9.128205128205129e-06, |
|
"loss": 0.8696, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 8.23076923076923, |
|
"grad_norm": 3.935715913772583, |
|
"learning_rate": 9.025641025641027e-06, |
|
"loss": 0.9006, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 8.307692307692308, |
|
"grad_norm": 2.129542112350464, |
|
"learning_rate": 8.923076923076925e-06, |
|
"loss": 0.8603, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 8.384615384615385, |
|
"grad_norm": 2.4084651470184326, |
|
"learning_rate": 8.820512820512821e-06, |
|
"loss": 0.8989, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 8.461538461538462, |
|
"grad_norm": 2.7610435485839844, |
|
"learning_rate": 8.717948717948719e-06, |
|
"loss": 0.8732, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 8.538461538461538, |
|
"grad_norm": 1.6848160028457642, |
|
"learning_rate": 8.615384615384617e-06, |
|
"loss": 0.8715, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 8.615384615384615, |
|
"grad_norm": 3.277689218521118, |
|
"learning_rate": 8.512820512820513e-06, |
|
"loss": 0.8989, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 8.692307692307692, |
|
"grad_norm": 3.7184839248657227, |
|
"learning_rate": 8.410256410256411e-06, |
|
"loss": 0.8822, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 8.76923076923077, |
|
"grad_norm": 2.3165555000305176, |
|
"learning_rate": 8.307692307692309e-06, |
|
"loss": 0.889, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 8.846153846153847, |
|
"grad_norm": 2.629028558731079, |
|
"learning_rate": 8.205128205128205e-06, |
|
"loss": 0.8753, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 8.923076923076923, |
|
"grad_norm": 2.8620731830596924, |
|
"learning_rate": 8.102564102564103e-06, |
|
"loss": 0.8855, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 3.924490451812744, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.9038, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.8120300751879699, |
|
"eval_loss": 0.8329855799674988, |
|
"eval_runtime": 0.781, |
|
"eval_samples_per_second": 170.303, |
|
"eval_steps_per_second": 21.768, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 9.076923076923077, |
|
"grad_norm": 1.9303114414215088, |
|
"learning_rate": 7.897435897435898e-06, |
|
"loss": 0.8952, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 9.153846153846153, |
|
"grad_norm": 2.1960716247558594, |
|
"learning_rate": 7.794871794871796e-06, |
|
"loss": 0.8401, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 9.23076923076923, |
|
"grad_norm": 2.7040772438049316, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.8488, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 9.307692307692308, |
|
"grad_norm": 2.097287654876709, |
|
"learning_rate": 7.58974358974359e-06, |
|
"loss": 0.8544, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 9.384615384615385, |
|
"grad_norm": 2.012044906616211, |
|
"learning_rate": 7.487179487179488e-06, |
|
"loss": 0.8679, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 9.461538461538462, |
|
"grad_norm": 3.2651612758636475, |
|
"learning_rate": 7.384615384615386e-06, |
|
"loss": 0.8558, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 9.538461538461538, |
|
"grad_norm": 2.5597023963928223, |
|
"learning_rate": 7.282051282051282e-06, |
|
"loss": 0.8719, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 9.615384615384615, |
|
"grad_norm": 2.756129503250122, |
|
"learning_rate": 7.17948717948718e-06, |
|
"loss": 0.8272, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 9.692307692307692, |
|
"grad_norm": 2.7830724716186523, |
|
"learning_rate": 7.076923076923078e-06, |
|
"loss": 0.854, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 9.76923076923077, |
|
"grad_norm": 1.841320514678955, |
|
"learning_rate": 6.974358974358974e-06, |
|
"loss": 0.8283, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 9.846153846153847, |
|
"grad_norm": 2.4447691440582275, |
|
"learning_rate": 6.871794871794872e-06, |
|
"loss": 0.8179, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 9.923076923076923, |
|
"grad_norm": 2.266535758972168, |
|
"learning_rate": 6.76923076923077e-06, |
|
"loss": 0.8368, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 4.2985944747924805, |
|
"learning_rate": 6.666666666666667e-06, |
|
"loss": 0.8112, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.8345864661654135, |
|
"eval_loss": 0.8083619475364685, |
|
"eval_runtime": 0.8269, |
|
"eval_samples_per_second": 160.851, |
|
"eval_steps_per_second": 20.56, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 10.076923076923077, |
|
"grad_norm": 1.931143045425415, |
|
"learning_rate": 6.564102564102565e-06, |
|
"loss": 0.8378, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 10.153846153846153, |
|
"grad_norm": 2.4910976886749268, |
|
"learning_rate": 6.461538461538463e-06, |
|
"loss": 0.8909, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 10.23076923076923, |
|
"grad_norm": 2.3511204719543457, |
|
"learning_rate": 6.358974358974359e-06, |
|
"loss": 0.8715, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 10.307692307692308, |
|
"grad_norm": 2.0618457794189453, |
|
"learning_rate": 6.256410256410257e-06, |
|
"loss": 0.833, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 10.384615384615385, |
|
"grad_norm": 2.4037184715270996, |
|
"learning_rate": 6.153846153846155e-06, |
|
"loss": 0.809, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 10.461538461538462, |
|
"grad_norm": 2.6920347213745117, |
|
"learning_rate": 6.051282051282051e-06, |
|
"loss": 0.8441, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 10.538461538461538, |
|
"grad_norm": 2.5570709705352783, |
|
"learning_rate": 5.948717948717949e-06, |
|
"loss": 0.8166, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 10.615384615384615, |
|
"grad_norm": 2.6978418827056885, |
|
"learning_rate": 5.846153846153847e-06, |
|
"loss": 0.8193, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 10.692307692307692, |
|
"grad_norm": 2.370861291885376, |
|
"learning_rate": 5.743589743589743e-06, |
|
"loss": 0.81, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 10.76923076923077, |
|
"grad_norm": 3.260789394378662, |
|
"learning_rate": 5.641025641025641e-06, |
|
"loss": 0.8671, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 10.846153846153847, |
|
"grad_norm": 2.27559494972229, |
|
"learning_rate": 5.538461538461539e-06, |
|
"loss": 0.8321, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 10.923076923076923, |
|
"grad_norm": 1.8184912204742432, |
|
"learning_rate": 5.435897435897436e-06, |
|
"loss": 0.8388, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 4.08992862701416, |
|
"learning_rate": 5.333333333333334e-06, |
|
"loss": 0.8335, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_accuracy": 0.8345864661654135, |
|
"eval_loss": 0.7785491943359375, |
|
"eval_runtime": 0.8255, |
|
"eval_samples_per_second": 161.106, |
|
"eval_steps_per_second": 20.592, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 11.076923076923077, |
|
"grad_norm": 2.0166661739349365, |
|
"learning_rate": 5.230769230769232e-06, |
|
"loss": 0.8471, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 11.153846153846153, |
|
"grad_norm": 3.2678654193878174, |
|
"learning_rate": 5.128205128205128e-06, |
|
"loss": 0.8298, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 11.23076923076923, |
|
"grad_norm": 2.545058488845825, |
|
"learning_rate": 5.025641025641026e-06, |
|
"loss": 0.7991, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 11.307692307692308, |
|
"grad_norm": 2.469082832336426, |
|
"learning_rate": 4.923076923076924e-06, |
|
"loss": 0.8256, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 11.384615384615385, |
|
"grad_norm": 2.8207569122314453, |
|
"learning_rate": 4.820512820512821e-06, |
|
"loss": 0.8172, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 11.461538461538462, |
|
"grad_norm": 2.142630100250244, |
|
"learning_rate": 4.717948717948718e-06, |
|
"loss": 0.8448, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 11.538461538461538, |
|
"grad_norm": 2.3974075317382812, |
|
"learning_rate": 4.615384615384616e-06, |
|
"loss": 0.8292, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 11.615384615384615, |
|
"grad_norm": 3.240954875946045, |
|
"learning_rate": 4.512820512820513e-06, |
|
"loss": 0.8275, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 11.692307692307692, |
|
"grad_norm": 3.3133740425109863, |
|
"learning_rate": 4.4102564102564104e-06, |
|
"loss": 0.8569, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 11.76923076923077, |
|
"grad_norm": 2.0835375785827637, |
|
"learning_rate": 4.307692307692308e-06, |
|
"loss": 0.8086, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 11.846153846153847, |
|
"grad_norm": 2.20538067817688, |
|
"learning_rate": 4.2051282051282055e-06, |
|
"loss": 0.797, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 11.923076923076923, |
|
"grad_norm": 2.1278247833251953, |
|
"learning_rate": 4.102564102564103e-06, |
|
"loss": 0.8301, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 3.4031107425689697, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.8062, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.8345864661654135, |
|
"eval_loss": 0.7569367289543152, |
|
"eval_runtime": 0.799, |
|
"eval_samples_per_second": 166.458, |
|
"eval_steps_per_second": 21.277, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 12.076923076923077, |
|
"grad_norm": 2.181518793106079, |
|
"learning_rate": 3.897435897435898e-06, |
|
"loss": 0.7903, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 12.153846153846153, |
|
"grad_norm": 2.4533674716949463, |
|
"learning_rate": 3.794871794871795e-06, |
|
"loss": 0.8228, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 12.23076923076923, |
|
"grad_norm": 1.6895153522491455, |
|
"learning_rate": 3.692307692307693e-06, |
|
"loss": 0.8242, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 12.307692307692308, |
|
"grad_norm": 2.1413424015045166, |
|
"learning_rate": 3.58974358974359e-06, |
|
"loss": 0.8378, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 12.384615384615385, |
|
"grad_norm": 2.416987657546997, |
|
"learning_rate": 3.487179487179487e-06, |
|
"loss": 0.8088, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 12.461538461538462, |
|
"grad_norm": 1.704318881034851, |
|
"learning_rate": 3.384615384615385e-06, |
|
"loss": 0.7953, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 12.538461538461538, |
|
"grad_norm": 2.015375852584839, |
|
"learning_rate": 3.2820512820512823e-06, |
|
"loss": 0.799, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 12.615384615384615, |
|
"grad_norm": 1.851975917816162, |
|
"learning_rate": 3.1794871794871795e-06, |
|
"loss": 0.813, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 12.692307692307692, |
|
"grad_norm": 3.352241277694702, |
|
"learning_rate": 3.0769230769230774e-06, |
|
"loss": 0.763, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 12.76923076923077, |
|
"grad_norm": 2.4369592666625977, |
|
"learning_rate": 2.9743589743589746e-06, |
|
"loss": 0.8583, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 12.846153846153847, |
|
"grad_norm": 1.7659847736358643, |
|
"learning_rate": 2.8717948717948717e-06, |
|
"loss": 0.8354, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 12.923076923076923, |
|
"grad_norm": 1.8726952075958252, |
|
"learning_rate": 2.7692307692307697e-06, |
|
"loss": 0.7972, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"grad_norm": 3.766446352005005, |
|
"learning_rate": 2.666666666666667e-06, |
|
"loss": 0.8141, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_accuracy": 0.849624060150376, |
|
"eval_loss": 0.7535560131072998, |
|
"eval_runtime": 0.8236, |
|
"eval_samples_per_second": 161.479, |
|
"eval_steps_per_second": 20.64, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 13.076923076923077, |
|
"grad_norm": 3.104832649230957, |
|
"learning_rate": 2.564102564102564e-06, |
|
"loss": 0.7937, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 13.153846153846153, |
|
"grad_norm": 2.46419095993042, |
|
"learning_rate": 2.461538461538462e-06, |
|
"loss": 0.822, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 13.23076923076923, |
|
"grad_norm": 3.035752296447754, |
|
"learning_rate": 2.358974358974359e-06, |
|
"loss": 0.8127, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 13.307692307692308, |
|
"grad_norm": 1.9470882415771484, |
|
"learning_rate": 2.2564102564102566e-06, |
|
"loss": 0.8151, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 13.384615384615385, |
|
"grad_norm": 2.086946964263916, |
|
"learning_rate": 2.153846153846154e-06, |
|
"loss": 0.7773, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 13.461538461538462, |
|
"grad_norm": 3.7044293880462646, |
|
"learning_rate": 2.0512820512820513e-06, |
|
"loss": 0.8276, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 13.538461538461538, |
|
"grad_norm": 2.735135555267334, |
|
"learning_rate": 1.948717948717949e-06, |
|
"loss": 0.8462, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 13.615384615384615, |
|
"grad_norm": 2.065619468688965, |
|
"learning_rate": 1.8461538461538465e-06, |
|
"loss": 0.8024, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 13.692307692307692, |
|
"grad_norm": 2.519625663757324, |
|
"learning_rate": 1.7435897435897436e-06, |
|
"loss": 0.7813, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 13.76923076923077, |
|
"grad_norm": 1.8556421995162964, |
|
"learning_rate": 1.6410256410256412e-06, |
|
"loss": 0.8218, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 13.846153846153847, |
|
"grad_norm": 3.1282896995544434, |
|
"learning_rate": 1.5384615384615387e-06, |
|
"loss": 0.7891, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 13.923076923076923, |
|
"grad_norm": 2.363374948501587, |
|
"learning_rate": 1.4358974358974359e-06, |
|
"loss": 0.7341, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"grad_norm": 4.762740612030029, |
|
"learning_rate": 1.3333333333333334e-06, |
|
"loss": 0.8172, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.8270676691729323, |
|
"eval_loss": 0.7531744837760925, |
|
"eval_runtime": 0.8266, |
|
"eval_samples_per_second": 160.91, |
|
"eval_steps_per_second": 20.567, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 14.076923076923077, |
|
"grad_norm": 1.8959217071533203, |
|
"learning_rate": 1.230769230769231e-06, |
|
"loss": 0.8201, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 14.153846153846153, |
|
"grad_norm": 2.1285548210144043, |
|
"learning_rate": 1.1282051282051283e-06, |
|
"loss": 0.7906, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 14.23076923076923, |
|
"grad_norm": 2.916303873062134, |
|
"learning_rate": 1.0256410256410257e-06, |
|
"loss": 0.7793, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 14.307692307692308, |
|
"grad_norm": 2.9460341930389404, |
|
"learning_rate": 9.230769230769232e-07, |
|
"loss": 0.773, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 14.384615384615385, |
|
"grad_norm": 2.4907443523406982, |
|
"learning_rate": 8.205128205128206e-07, |
|
"loss": 0.7887, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 14.461538461538462, |
|
"grad_norm": 2.431607961654663, |
|
"learning_rate": 7.179487179487179e-07, |
|
"loss": 0.7886, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 14.538461538461538, |
|
"grad_norm": 3.005627155303955, |
|
"learning_rate": 6.153846153846155e-07, |
|
"loss": 0.7789, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 14.615384615384615, |
|
"grad_norm": 2.981405735015869, |
|
"learning_rate": 5.128205128205128e-07, |
|
"loss": 0.8262, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 14.692307692307692, |
|
"grad_norm": 1.9199621677398682, |
|
"learning_rate": 4.102564102564103e-07, |
|
"loss": 0.8015, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 14.76923076923077, |
|
"grad_norm": 3.6987714767456055, |
|
"learning_rate": 3.0769230769230774e-07, |
|
"loss": 0.7998, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 14.846153846153847, |
|
"grad_norm": 3.5848920345306396, |
|
"learning_rate": 2.0512820512820514e-07, |
|
"loss": 0.8552, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 14.923076923076923, |
|
"grad_norm": 2.4082224369049072, |
|
"learning_rate": 1.0256410256410257e-07, |
|
"loss": 0.759, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"grad_norm": 4.4640116691589355, |
|
"learning_rate": 0.0, |
|
"loss": 0.7896, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_accuracy": 0.8045112781954887, |
|
"eval_loss": 0.7388833165168762, |
|
"eval_runtime": 0.8692, |
|
"eval_samples_per_second": 153.016, |
|
"eval_steps_per_second": 19.558, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"step": 1950, |
|
"total_flos": 1.5658365504595968e+17, |
|
"train_loss": 0.923483537771763, |
|
"train_runtime": 151.8082, |
|
"train_samples_per_second": 102.168, |
|
"train_steps_per_second": 12.845 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1950, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 15, |
|
"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": 1.5658365504595968e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|