{ "best_metric": 0.10140984505414963, "best_model_checkpoint": "./beans_outputs/checkpoint-650", "epoch": 5.0, "global_step": 650, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08, "learning_rate": 0.0003076923076923077, "loss": 1.0889, "step": 10 }, { "epoch": 0.15, "learning_rate": 0.0006153846153846154, "loss": 1.0728, "step": 20 }, { "epoch": 0.23, "learning_rate": 0.0009230769230769232, "loss": 1.0675, "step": 30 }, { "epoch": 0.31, "learning_rate": 0.0012307692307692308, "loss": 0.9244, "step": 40 }, { "epoch": 0.38, "learning_rate": 0.0015384615384615387, "loss": 0.8006, "step": 50 }, { "epoch": 0.46, "learning_rate": 0.0018461538461538463, "loss": 0.7104, "step": 60 }, { "epoch": 0.54, "learning_rate": 0.0019996395276708854, "loss": 0.5492, "step": 70 }, { "epoch": 0.62, "learning_rate": 0.00199675730813421, "loss": 0.438, "step": 80 }, { "epoch": 0.69, "learning_rate": 0.0019910011792459085, "loss": 0.5676, "step": 90 }, { "epoch": 0.77, "learning_rate": 0.0019823877374156645, "loss": 0.4354, "step": 100 }, { "epoch": 0.85, "learning_rate": 0.001970941817426052, "loss": 0.3349, "step": 110 }, { "epoch": 0.92, "learning_rate": 0.0019566964208274254, "loss": 0.7846, "step": 120 }, { "epoch": 1.0, "learning_rate": 0.0019396926207859084, "loss": 0.9524, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.8646616541353384, "eval_loss": 0.28258681297302246, "eval_runtime": 0.9861, "eval_samples_per_second": 134.87, "eval_steps_per_second": 17.239, "step": 130 }, { "epoch": 1.08, "learning_rate": 0.0019199794436588243, "loss": 0.5461, "step": 140 }, { "epoch": 1.15, "learning_rate": 0.0018976137276390142, "loss": 0.7203, "step": 150 }, { "epoch": 1.23, "learning_rate": 0.0018726599588756144, "loss": 0.4123, "step": 160 }, { "epoch": 1.31, "learning_rate": 0.001845190085543795, "loss": 0.5495, "step": 170 }, { "epoch": 1.38, "learning_rate": 0.0018152833103995444, "loss": 0.4613, "step": 180 }, { "epoch": 1.46, "learning_rate": 0.0017830258624176223, "loss": 0.4326, "step": 190 }, { "epoch": 1.54, "learning_rate": 0.001748510748171101, "loss": 0.3239, "step": 200 }, { "epoch": 1.62, "learning_rate": 0.0017118374836693406, "loss": 0.5905, "step": 210 }, { "epoch": 1.69, "learning_rate": 0.0016731118074275702, "loss": 0.5519, "step": 220 }, { "epoch": 1.77, "learning_rate": 0.0016324453755953772, "loss": 0.2935, "step": 230 }, { "epoch": 1.85, "learning_rate": 0.001589955440023123, "loss": 0.3501, "step": 240 }, { "epoch": 1.92, "learning_rate": 0.0015457645101945045, "loss": 0.4842, "step": 250 }, { "epoch": 2.0, "learning_rate": 0.0015, "loss": 0.3596, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9022556390977443, "eval_loss": 0.22159069776535034, "eval_runtime": 0.9658, "eval_samples_per_second": 137.712, "eval_steps_per_second": 17.602, "step": 260 }, { "epoch": 2.08, "learning_rate": 0.0014527938603696375, "loss": 0.578, "step": 270 }, { "epoch": 2.15, "learning_rate": 0.0014042821988243049, "loss": 0.3116, "step": 280 }, { "epoch": 2.23, "learning_rate": 0.0013546048870425357, "loss": 0.3378, "step": 290 }, { "epoch": 2.31, "learning_rate": 0.0013039051575742468, "loss": 0.3679, "step": 300 }, { "epoch": 2.38, "learning_rate": 0.0012523291908642217, "loss": 0.38, "step": 310 }, { "epoch": 2.46, "learning_rate": 0.0012000256937760446, "loss": 0.3309, "step": 320 }, { "epoch": 2.54, "learning_rate": 0.001147145470831716, "loss": 0.2248, "step": 330 }, { "epoch": 2.62, "learning_rate": 0.0010938409894031794, "loss": 0.3261, "step": 340 }, { "epoch": 2.69, "learning_rate": 0.0010402659401094153, "loss": 0.2697, "step": 350 }, { "epoch": 2.77, "learning_rate": 0.0009865747936866028, "loss": 0.3062, "step": 360 }, { "epoch": 2.85, "learning_rate": 0.0009329223556089975, "loss": 0.3551, "step": 370 }, { "epoch": 2.92, "learning_rate": 0.0008794633197446771, "loss": 0.2783, "step": 380 }, { "epoch": 3.0, "learning_rate": 0.0008263518223330697, "loss": 0.2419, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9473684210526315, "eval_loss": 0.13237899541854858, "eval_runtime": 0.9783, "eval_samples_per_second": 135.946, "eval_steps_per_second": 17.377, "step": 390 }, { "epoch": 3.08, "learning_rate": 0.0007737409975702781, "loss": 0.2691, "step": 400 }, { "epoch": 3.15, "learning_rate": 0.0007217825360835474, "loss": 0.3115, "step": 410 }, { "epoch": 3.23, "learning_rate": 0.0006706262475679205, "loss": 0.2924, "step": 420 }, { "epoch": 3.31, "learning_rate": 0.0006204196288461038, "loss": 0.2037, "step": 430 }, { "epoch": 3.38, "learning_rate": 0.0005713074385969457, "loss": 0.2782, "step": 440 }, { "epoch": 3.46, "learning_rate": 0.0005234312799786921, "loss": 0.1141, "step": 450 }, { "epoch": 3.54, "learning_rate": 0.00047692919235042255, "loss": 0.504, "step": 460 }, { "epoch": 3.62, "learning_rate": 0.0004319352532688443, "loss": 0.1391, "step": 470 }, { "epoch": 3.69, "learning_rate": 0.0003885791919079877, "loss": 0.4455, "step": 480 }, { "epoch": 3.77, "learning_rate": 0.0003469860150164151, "loss": 0.1956, "step": 490 }, { "epoch": 3.85, "learning_rate": 0.00030727564649040063, "loss": 0.2292, "step": 500 }, { "epoch": 3.92, "learning_rate": 0.00026956258160229697, "loss": 0.2151, "step": 510 }, { "epoch": 4.0, "learning_rate": 0.0002339555568810221, "loss": 0.3248, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.11242649704217911, "eval_runtime": 0.9749, "eval_samples_per_second": 136.426, "eval_steps_per_second": 17.438, "step": 520 }, { "epoch": 4.08, "learning_rate": 0.00020055723659649904, "loss": 0.0799, "step": 530 }, { "epoch": 4.15, "learning_rate": 0.00016946391675198836, "loss": 0.1854, "step": 540 }, { "epoch": 4.23, "learning_rate": 0.00014076524743778318, "loss": 0.2312, "step": 550 }, { "epoch": 4.31, "learning_rate": 0.0001145439743467902, "loss": 0.1739, "step": 560 }, { "epoch": 4.38, "learning_rate": 9.08757001972762e-05, "loss": 0.1797, "step": 570 }, { "epoch": 4.46, "learning_rate": 6.98286667506618e-05, "loss": 0.1376, "step": 580 }, { "epoch": 4.54, "learning_rate": 5.146355805285452e-05, "loss": 0.11, "step": 590 }, { "epoch": 4.62, "learning_rate": 3.5833325466437696e-05, "loss": 0.1737, "step": 600 }, { "epoch": 4.69, "learning_rate": 2.2983034998182995e-05, "loss": 0.1018, "step": 610 }, { "epoch": 4.77, "learning_rate": 1.2949737362087154e-05, "loss": 0.2031, "step": 620 }, { "epoch": 4.85, "learning_rate": 5.7623611525721155e-06, "loss": 0.1868, "step": 630 }, { "epoch": 4.92, "learning_rate": 1.4416294358582382e-06, "loss": 0.1781, "step": 640 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 0.1557, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.10140984505414963, "eval_runtime": 1.0018, "eval_samples_per_second": 132.757, "eval_steps_per_second": 16.969, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 1.0979660327860224e+17, "train_loss": 0.3958505061039558, "train_runtime": 122.678, "train_samples_per_second": 42.143, "train_steps_per_second": 5.298 } ], "max_steps": 650, "num_train_epochs": 5, "total_flos": 1.0979660327860224e+17, "trial_name": null, "trial_params": null }