{ "best_metric": 0.9984836997725549, "best_model_checkpoint": "neunit-ks-531/checkpoint-742", "epoch": 4.986522911051213, "global_step": 925, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 3.225806451612903e-06, "loss": 1.09, "step": 10 }, { "epoch": 0.11, "learning_rate": 6.451612903225806e-06, "loss": 1.0284, "step": 20 }, { "epoch": 0.16, "learning_rate": 9.67741935483871e-06, "loss": 0.9034, "step": 30 }, { "epoch": 0.22, "learning_rate": 1.2903225806451613e-05, "loss": 0.714, "step": 40 }, { "epoch": 0.27, "learning_rate": 1.6129032258064517e-05, "loss": 0.5473, "step": 50 }, { "epoch": 0.32, "learning_rate": 1.935483870967742e-05, "loss": 0.4807, "step": 60 }, { "epoch": 0.38, "learning_rate": 2.258064516129032e-05, "loss": 0.3842, "step": 70 }, { "epoch": 0.43, "learning_rate": 2.5806451612903226e-05, "loss": 0.3108, "step": 80 }, { "epoch": 0.49, "learning_rate": 2.903225806451613e-05, "loss": 0.2356, "step": 90 }, { "epoch": 0.54, "learning_rate": 2.9747596153846152e-05, "loss": 0.1893, "step": 100 }, { "epoch": 0.59, "learning_rate": 2.938701923076923e-05, "loss": 0.1384, "step": 110 }, { "epoch": 0.65, "learning_rate": 2.9026442307692306e-05, "loss": 0.1191, "step": 120 }, { "epoch": 0.7, "learning_rate": 2.8665865384615385e-05, "loss": 0.0766, "step": 130 }, { "epoch": 0.75, "learning_rate": 2.8305288461538463e-05, "loss": 0.0824, "step": 140 }, { "epoch": 0.81, "learning_rate": 2.794471153846154e-05, "loss": 0.1141, "step": 150 }, { "epoch": 0.86, "learning_rate": 2.7584134615384617e-05, "loss": 0.0616, "step": 160 }, { "epoch": 0.92, "learning_rate": 2.7223557692307696e-05, "loss": 0.0573, "step": 170 }, { "epoch": 0.97, "learning_rate": 2.686298076923077e-05, "loss": 0.0484, "step": 180 }, { "epoch": 1.0, "eval_accuracy": 0.9844579226686884, "eval_loss": 0.056594911962747574, "eval_runtime": 3.9857, "eval_samples_per_second": 661.869, "eval_steps_per_second": 20.825, "step": 185 }, { "epoch": 1.02, "learning_rate": 2.6502403846153846e-05, "loss": 0.0326, "step": 190 }, { "epoch": 1.08, "learning_rate": 2.614182692307692e-05, "loss": 0.0512, "step": 200 }, { "epoch": 1.13, "learning_rate": 2.578125e-05, "loss": 0.0518, "step": 210 }, { "epoch": 1.19, "learning_rate": 2.542067307692308e-05, "loss": 0.0316, "step": 220 }, { "epoch": 1.24, "learning_rate": 2.5060096153846154e-05, "loss": 0.0261, "step": 230 }, { "epoch": 1.29, "learning_rate": 2.4699519230769232e-05, "loss": 0.0229, "step": 240 }, { "epoch": 1.35, "learning_rate": 2.4338942307692307e-05, "loss": 0.0265, "step": 250 }, { "epoch": 1.4, "learning_rate": 2.3978365384615386e-05, "loss": 0.0228, "step": 260 }, { "epoch": 1.46, "learning_rate": 2.3617788461538465e-05, "loss": 0.0185, "step": 270 }, { "epoch": 1.51, "learning_rate": 2.3257211538461536e-05, "loss": 0.0156, "step": 280 }, { "epoch": 1.56, "learning_rate": 2.2896634615384615e-05, "loss": 0.0127, "step": 290 }, { "epoch": 1.62, "learning_rate": 2.2536057692307694e-05, "loss": 0.0226, "step": 300 }, { "epoch": 1.67, "learning_rate": 2.217548076923077e-05, "loss": 0.0138, "step": 310 }, { "epoch": 1.73, "learning_rate": 2.1814903846153847e-05, "loss": 0.0224, "step": 320 }, { "epoch": 1.78, "learning_rate": 2.1454326923076923e-05, "loss": 0.0154, "step": 330 }, { "epoch": 1.83, "learning_rate": 2.109375e-05, "loss": 0.017, "step": 340 }, { "epoch": 1.89, "learning_rate": 2.073317307692308e-05, "loss": 0.0128, "step": 350 }, { "epoch": 1.94, "learning_rate": 2.0372596153846155e-05, "loss": 0.0152, "step": 360 }, { "epoch": 1.99, "learning_rate": 2.0012019230769233e-05, "loss": 0.0086, "step": 370 }, { "epoch": 2.0, "eval_accuracy": 0.9909021986353298, "eval_loss": 0.04098781570792198, "eval_runtime": 3.7805, "eval_samples_per_second": 697.785, "eval_steps_per_second": 21.955, "step": 371 }, { "epoch": 2.05, "learning_rate": 1.9651442307692305e-05, "loss": 0.0131, "step": 380 }, { "epoch": 2.1, "learning_rate": 1.9290865384615384e-05, "loss": 0.0108, "step": 390 }, { "epoch": 2.16, "learning_rate": 1.8930288461538462e-05, "loss": 0.0063, "step": 400 }, { "epoch": 2.21, "learning_rate": 1.8569711538461538e-05, "loss": 0.0103, "step": 410 }, { "epoch": 2.26, "learning_rate": 1.8209134615384616e-05, "loss": 0.0055, "step": 420 }, { "epoch": 2.32, "learning_rate": 1.7848557692307695e-05, "loss": 0.0083, "step": 430 }, { "epoch": 2.37, "learning_rate": 1.748798076923077e-05, "loss": 0.0112, "step": 440 }, { "epoch": 2.43, "learning_rate": 1.712740384615385e-05, "loss": 0.008, "step": 450 }, { "epoch": 2.48, "learning_rate": 1.6766826923076924e-05, "loss": 0.0065, "step": 460 }, { "epoch": 2.53, "learning_rate": 1.640625e-05, "loss": 0.0082, "step": 470 }, { "epoch": 2.59, "learning_rate": 1.6045673076923078e-05, "loss": 0.0097, "step": 480 }, { "epoch": 2.64, "learning_rate": 1.5685096153846153e-05, "loss": 0.0073, "step": 490 }, { "epoch": 2.7, "learning_rate": 1.532451923076923e-05, "loss": 0.0156, "step": 500 }, { "epoch": 2.75, "learning_rate": 1.4963942307692308e-05, "loss": 0.0049, "step": 510 }, { "epoch": 2.8, "learning_rate": 1.4603365384615385e-05, "loss": 0.0077, "step": 520 }, { "epoch": 2.86, "learning_rate": 1.4242788461538462e-05, "loss": 0.005, "step": 530 }, { "epoch": 2.91, "learning_rate": 1.3882211538461539e-05, "loss": 0.0045, "step": 540 }, { "epoch": 2.96, "learning_rate": 1.3521634615384616e-05, "loss": 0.007, "step": 550 }, { "epoch": 3.0, "eval_accuracy": 0.9901440485216073, "eval_loss": 0.04609154537320137, "eval_runtime": 3.7832, "eval_samples_per_second": 697.296, "eval_steps_per_second": 21.939, "step": 556 }, { "epoch": 3.02, "learning_rate": 1.3161057692307693e-05, "loss": 0.0032, "step": 560 }, { "epoch": 3.07, "learning_rate": 1.280048076923077e-05, "loss": 0.007, "step": 570 }, { "epoch": 3.13, "learning_rate": 1.2439903846153846e-05, "loss": 0.0128, "step": 580 }, { "epoch": 3.18, "learning_rate": 1.2079326923076923e-05, "loss": 0.0105, "step": 590 }, { "epoch": 3.23, "learning_rate": 1.171875e-05, "loss": 0.0051, "step": 600 }, { "epoch": 3.29, "learning_rate": 1.1358173076923077e-05, "loss": 0.0133, "step": 610 }, { "epoch": 3.34, "learning_rate": 1.0997596153846154e-05, "loss": 0.0094, "step": 620 }, { "epoch": 3.4, "learning_rate": 1.0637019230769231e-05, "loss": 0.0061, "step": 630 }, { "epoch": 3.45, "learning_rate": 1.0276442307692308e-05, "loss": 0.0054, "step": 640 }, { "epoch": 3.5, "learning_rate": 9.915865384615385e-06, "loss": 0.0044, "step": 650 }, { "epoch": 3.56, "learning_rate": 9.555288461538462e-06, "loss": 0.0032, "step": 660 }, { "epoch": 3.61, "learning_rate": 9.19471153846154e-06, "loss": 0.0057, "step": 670 }, { "epoch": 3.67, "learning_rate": 8.834134615384615e-06, "loss": 0.0046, "step": 680 }, { "epoch": 3.72, "learning_rate": 8.473557692307692e-06, "loss": 0.0052, "step": 690 }, { "epoch": 3.77, "learning_rate": 8.112980769230769e-06, "loss": 0.0043, "step": 700 }, { "epoch": 3.83, "learning_rate": 7.752403846153848e-06, "loss": 0.0066, "step": 710 }, { "epoch": 3.88, "learning_rate": 7.391826923076924e-06, "loss": 0.0027, "step": 720 }, { "epoch": 3.94, "learning_rate": 7.03125e-06, "loss": 0.0027, "step": 730 }, { "epoch": 3.99, "learning_rate": 6.670673076923077e-06, "loss": 0.0044, "step": 740 }, { "epoch": 4.0, "eval_accuracy": 0.9984836997725549, "eval_loss": 0.00841992162168026, "eval_runtime": 3.7804, "eval_samples_per_second": 697.802, "eval_steps_per_second": 21.955, "step": 742 }, { "epoch": 4.04, "learning_rate": 6.3100961538461544e-06, "loss": 0.0023, "step": 750 }, { "epoch": 4.1, "learning_rate": 5.9495192307692305e-06, "loss": 0.0065, "step": 760 }, { "epoch": 4.15, "learning_rate": 5.588942307692308e-06, "loss": 0.0025, "step": 770 }, { "epoch": 4.2, "learning_rate": 5.228365384615384e-06, "loss": 0.0026, "step": 780 }, { "epoch": 4.26, "learning_rate": 4.867788461538462e-06, "loss": 0.0025, "step": 790 }, { "epoch": 4.31, "learning_rate": 4.507211538461538e-06, "loss": 0.0023, "step": 800 }, { "epoch": 4.37, "learning_rate": 4.146634615384616e-06, "loss": 0.0022, "step": 810 }, { "epoch": 4.42, "learning_rate": 3.7860576923076922e-06, "loss": 0.0049, "step": 820 }, { "epoch": 4.47, "learning_rate": 3.425480769230769e-06, "loss": 0.0125, "step": 830 }, { "epoch": 4.53, "learning_rate": 3.064903846153846e-06, "loss": 0.0023, "step": 840 }, { "epoch": 4.58, "learning_rate": 2.704326923076923e-06, "loss": 0.0032, "step": 850 }, { "epoch": 4.64, "learning_rate": 2.3437500000000002e-06, "loss": 0.0025, "step": 860 }, { "epoch": 4.69, "learning_rate": 1.983173076923077e-06, "loss": 0.0041, "step": 870 }, { "epoch": 4.74, "learning_rate": 1.622596153846154e-06, "loss": 0.0025, "step": 880 }, { "epoch": 4.8, "learning_rate": 1.2620192307692309e-06, "loss": 0.0026, "step": 890 }, { "epoch": 4.85, "learning_rate": 9.014423076923078e-07, "loss": 0.0031, "step": 900 }, { "epoch": 4.91, "learning_rate": 5.408653846153846e-07, "loss": 0.0026, "step": 910 }, { "epoch": 4.96, "learning_rate": 1.8028846153846156e-07, "loss": 0.0032, "step": 920 }, { "epoch": 4.99, "eval_accuracy": 0.9984836997725549, "eval_loss": 0.008393567055463791, "eval_runtime": 3.7999, "eval_samples_per_second": 694.227, "eval_steps_per_second": 21.843, "step": 925 }, { "epoch": 4.99, "step": 925, "total_flos": 2.0985718924353213e+18, "train_loss": 0.07950978533641712, "train_runtime": 480.1024, "train_samples_per_second": 247.218, "train_steps_per_second": 1.927 } ], "max_steps": 925, "num_train_epochs": 5, "total_flos": 2.0985718924353213e+18, "trial_name": null, "trial_params": null }