{ "best_metric": 0.06797418743371964, "best_model_checkpoint": "./beans_outputs/checkpoint-520", "epoch": 5.0, "eval_steps": 500, "global_step": 650, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07692307692307693, "grad_norm": 2.198302984237671, "learning_rate": 1.9692307692307696e-05, "loss": 1.0245, "step": 10 }, { "epoch": 0.15384615384615385, "grad_norm": 1.845097541809082, "learning_rate": 1.9384615384615386e-05, "loss": 0.9453, "step": 20 }, { "epoch": 0.23076923076923078, "grad_norm": 2.150439739227295, "learning_rate": 1.907692307692308e-05, "loss": 0.8406, "step": 30 }, { "epoch": 0.3076923076923077, "grad_norm": 2.6366426944732666, "learning_rate": 1.876923076923077e-05, "loss": 0.6947, "step": 40 }, { "epoch": 0.38461538461538464, "grad_norm": 4.09306526184082, "learning_rate": 1.8461538461538465e-05, "loss": 0.661, "step": 50 }, { "epoch": 0.46153846153846156, "grad_norm": 2.1485249996185303, "learning_rate": 1.8153846153846155e-05, "loss": 0.58, "step": 60 }, { "epoch": 0.5384615384615384, "grad_norm": 2.1387364864349365, "learning_rate": 1.784615384615385e-05, "loss": 0.5187, "step": 70 }, { "epoch": 0.6153846153846154, "grad_norm": 1.241268277168274, "learning_rate": 1.753846153846154e-05, "loss": 0.3923, "step": 80 }, { "epoch": 0.6923076923076923, "grad_norm": 2.5380561351776123, "learning_rate": 1.7230769230769234e-05, "loss": 0.3482, "step": 90 }, { "epoch": 0.7692307692307693, "grad_norm": 2.8183135986328125, "learning_rate": 1.6923076923076924e-05, "loss": 0.3693, "step": 100 }, { "epoch": 0.8461538461538461, "grad_norm": 2.0173871517181396, "learning_rate": 1.6615384615384618e-05, "loss": 0.3363, "step": 110 }, { "epoch": 0.9230769230769231, "grad_norm": 2.347116231918335, "learning_rate": 1.630769230769231e-05, "loss": 0.2488, "step": 120 }, { "epoch": 1.0, "grad_norm": 7.064352035522461, "learning_rate": 1.6000000000000003e-05, "loss": 0.2869, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.21880216896533966, "eval_runtime": 10.9454, "eval_samples_per_second": 12.151, "eval_steps_per_second": 1.553, "step": 130 }, { "epoch": 1.0769230769230769, "grad_norm": 1.7081693410873413, "learning_rate": 1.5692307692307693e-05, "loss": 0.2015, "step": 140 }, { "epoch": 1.1538461538461537, "grad_norm": 3.1946160793304443, "learning_rate": 1.5384615384615387e-05, "loss": 0.2237, "step": 150 }, { "epoch": 1.2307692307692308, "grad_norm": 1.4541012048721313, "learning_rate": 1.5076923076923078e-05, "loss": 0.2086, "step": 160 }, { "epoch": 1.3076923076923077, "grad_norm": 0.5262917280197144, "learning_rate": 1.4769230769230772e-05, "loss": 0.2227, "step": 170 }, { "epoch": 1.3846153846153846, "grad_norm": 0.5964558124542236, "learning_rate": 1.4461538461538462e-05, "loss": 0.2137, "step": 180 }, { "epoch": 1.4615384615384617, "grad_norm": 3.347987413406372, "learning_rate": 1.4153846153846156e-05, "loss": 0.1612, "step": 190 }, { "epoch": 1.5384615384615383, "grad_norm": 0.45679983496665955, "learning_rate": 1.3846153846153847e-05, "loss": 0.2579, "step": 200 }, { "epoch": 1.6153846153846154, "grad_norm": 0.6202031970024109, "learning_rate": 1.353846153846154e-05, "loss": 0.182, "step": 210 }, { "epoch": 1.6923076923076923, "grad_norm": 2.1473233699798584, "learning_rate": 1.3230769230769231e-05, "loss": 0.2099, "step": 220 }, { "epoch": 1.7692307692307692, "grad_norm": 1.916715145111084, "learning_rate": 1.2923076923076925e-05, "loss": 0.1568, "step": 230 }, { "epoch": 1.8461538461538463, "grad_norm": 4.764385223388672, "learning_rate": 1.2615384615384616e-05, "loss": 0.2773, "step": 240 }, { "epoch": 1.9230769230769231, "grad_norm": 0.4081193804740906, "learning_rate": 1.230769230769231e-05, "loss": 0.1441, "step": 250 }, { "epoch": 2.0, "grad_norm": 0.3510228395462036, "learning_rate": 1.2e-05, "loss": 0.131, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.13096114993095398, "eval_runtime": 10.0017, "eval_samples_per_second": 13.298, "eval_steps_per_second": 1.7, "step": 260 }, { "epoch": 2.076923076923077, "grad_norm": 0.4616471230983734, "learning_rate": 1.1692307692307694e-05, "loss": 0.0926, "step": 270 }, { "epoch": 2.1538461538461537, "grad_norm": 0.338736355304718, "learning_rate": 1.1384615384615385e-05, "loss": 0.1428, "step": 280 }, { "epoch": 2.230769230769231, "grad_norm": 6.58615255355835, "learning_rate": 1.1076923076923079e-05, "loss": 0.1229, "step": 290 }, { "epoch": 2.3076923076923075, "grad_norm": 6.827399730682373, "learning_rate": 1.076923076923077e-05, "loss": 0.135, "step": 300 }, { "epoch": 2.3846153846153846, "grad_norm": 4.440911293029785, "learning_rate": 1.0461538461538463e-05, "loss": 0.1728, "step": 310 }, { "epoch": 2.4615384615384617, "grad_norm": 0.308022141456604, "learning_rate": 1.0153846153846154e-05, "loss": 0.1501, "step": 320 }, { "epoch": 2.5384615384615383, "grad_norm": 7.213817596435547, "learning_rate": 9.846153846153848e-06, "loss": 0.1811, "step": 330 }, { "epoch": 2.6153846153846154, "grad_norm": 1.0687382221221924, "learning_rate": 9.53846153846154e-06, "loss": 0.0751, "step": 340 }, { "epoch": 2.6923076923076925, "grad_norm": 0.3557477593421936, "learning_rate": 9.230769230769232e-06, "loss": 0.1345, "step": 350 }, { "epoch": 2.769230769230769, "grad_norm": 13.175363540649414, "learning_rate": 8.923076923076925e-06, "loss": 0.1435, "step": 360 }, { "epoch": 2.8461538461538463, "grad_norm": 0.29770728945732117, "learning_rate": 8.615384615384617e-06, "loss": 0.145, "step": 370 }, { "epoch": 2.9230769230769234, "grad_norm": 1.1821846961975098, "learning_rate": 8.307692307692309e-06, "loss": 0.1319, "step": 380 }, { "epoch": 3.0, "grad_norm": 0.29596850275993347, "learning_rate": 8.000000000000001e-06, "loss": 0.1467, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.09739137440919876, "eval_runtime": 9.9904, "eval_samples_per_second": 13.313, "eval_steps_per_second": 1.702, "step": 390 }, { "epoch": 3.076923076923077, "grad_norm": 2.110072374343872, "learning_rate": 7.692307692307694e-06, "loss": 0.138, "step": 400 }, { "epoch": 3.1538461538461537, "grad_norm": 5.901464462280273, "learning_rate": 7.384615384615386e-06, "loss": 0.1542, "step": 410 }, { "epoch": 3.230769230769231, "grad_norm": 8.865696907043457, "learning_rate": 7.076923076923078e-06, "loss": 0.1449, "step": 420 }, { "epoch": 3.3076923076923075, "grad_norm": 0.23266926407814026, "learning_rate": 6.76923076923077e-06, "loss": 0.0757, "step": 430 }, { "epoch": 3.3846153846153846, "grad_norm": 6.493763446807861, "learning_rate": 6.461538461538463e-06, "loss": 0.116, "step": 440 }, { "epoch": 3.4615384615384617, "grad_norm": 10.815217018127441, "learning_rate": 6.153846153846155e-06, "loss": 0.0784, "step": 450 }, { "epoch": 3.5384615384615383, "grad_norm": 4.633830547332764, "learning_rate": 5.846153846153847e-06, "loss": 0.0971, "step": 460 }, { "epoch": 3.6153846153846154, "grad_norm": 7.9144182205200195, "learning_rate": 5.538461538461539e-06, "loss": 0.0842, "step": 470 }, { "epoch": 3.6923076923076925, "grad_norm": 0.22700750827789307, "learning_rate": 5.230769230769232e-06, "loss": 0.0956, "step": 480 }, { "epoch": 3.769230769230769, "grad_norm": 0.2125973105430603, "learning_rate": 4.923076923076924e-06, "loss": 0.0806, "step": 490 }, { "epoch": 3.8461538461538463, "grad_norm": 0.8930318355560303, "learning_rate": 4.615384615384616e-06, "loss": 0.144, "step": 500 }, { "epoch": 3.9230769230769234, "grad_norm": 0.20944423973560333, "learning_rate": 4.307692307692308e-06, "loss": 0.1241, "step": 510 }, { "epoch": 4.0, "grad_norm": 0.3025684654712677, "learning_rate": 4.000000000000001e-06, "loss": 0.0797, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9849624060150376, "eval_loss": 0.06797418743371964, "eval_runtime": 10.7931, "eval_samples_per_second": 12.323, "eval_steps_per_second": 1.575, "step": 520 }, { "epoch": 4.076923076923077, "grad_norm": 10.744412422180176, "learning_rate": 3.692307692307693e-06, "loss": 0.1032, "step": 530 }, { "epoch": 4.153846153846154, "grad_norm": 1.7659765481948853, "learning_rate": 3.384615384615385e-06, "loss": 0.1622, "step": 540 }, { "epoch": 4.230769230769231, "grad_norm": 0.34627851843833923, "learning_rate": 3.0769230769230774e-06, "loss": 0.1526, "step": 550 }, { "epoch": 4.3076923076923075, "grad_norm": 1.1866897344589233, "learning_rate": 2.7692307692307697e-06, "loss": 0.0505, "step": 560 }, { "epoch": 4.384615384615385, "grad_norm": 0.27596765756607056, "learning_rate": 2.461538461538462e-06, "loss": 0.1352, "step": 570 }, { "epoch": 4.461538461538462, "grad_norm": 0.27586278319358826, "learning_rate": 2.153846153846154e-06, "loss": 0.0826, "step": 580 }, { "epoch": 4.538461538461538, "grad_norm": 9.091331481933594, "learning_rate": 1.8461538461538465e-06, "loss": 0.0725, "step": 590 }, { "epoch": 4.615384615384615, "grad_norm": 4.240416526794434, "learning_rate": 1.5384615384615387e-06, "loss": 0.0941, "step": 600 }, { "epoch": 4.6923076923076925, "grad_norm": 5.184774398803711, "learning_rate": 1.230769230769231e-06, "loss": 0.0898, "step": 610 }, { "epoch": 4.769230769230769, "grad_norm": 0.2620495557785034, "learning_rate": 9.230769230769232e-07, "loss": 0.0804, "step": 620 }, { "epoch": 4.846153846153846, "grad_norm": 0.2159629911184311, "learning_rate": 6.153846153846155e-07, "loss": 0.067, "step": 630 }, { "epoch": 4.923076923076923, "grad_norm": 0.23236247897148132, "learning_rate": 3.0769230769230774e-07, "loss": 0.0754, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.6177453398704529, "learning_rate": 0.0, "loss": 0.1236, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.08286623656749725, "eval_runtime": 10.4228, "eval_samples_per_second": 12.76, "eval_steps_per_second": 1.631, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.22018987765678993, "train_runtime": 1372.1584, "train_samples_per_second": 3.768, "train_steps_per_second": 0.474 } ], "logging_steps": 10, "max_steps": 650, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 4.006371770595533e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }