{ "best_metric": 0.06340890377759933, "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": 2.198349952697754, "learning_rate": 1.9692307692307696e-05, "loss": 1.0245, "step": 10 }, { "epoch": 0.15384615384615385, "grad_norm": 1.8462625741958618, "learning_rate": 1.9384615384615386e-05, "loss": 0.9453, "step": 20 }, { "epoch": 0.23076923076923078, "grad_norm": 2.1076345443725586, "learning_rate": 1.907692307692308e-05, "loss": 0.8404, "step": 30 }, { "epoch": 0.3076923076923077, "grad_norm": 2.612368106842041, "learning_rate": 1.876923076923077e-05, "loss": 0.6951, "step": 40 }, { "epoch": 0.38461538461538464, "grad_norm": 4.421859264373779, "learning_rate": 1.8461538461538465e-05, "loss": 0.6618, "step": 50 }, { "epoch": 0.46153846153846156, "grad_norm": 2.2416698932647705, "learning_rate": 1.8153846153846155e-05, "loss": 0.581, "step": 60 }, { "epoch": 0.5384615384615384, "grad_norm": 1.765328049659729, "learning_rate": 1.784615384615385e-05, "loss": 0.5209, "step": 70 }, { "epoch": 0.6153846153846154, "grad_norm": 1.254733681678772, "learning_rate": 1.753846153846154e-05, "loss": 0.3972, "step": 80 }, { "epoch": 0.6923076923076923, "grad_norm": 2.554185152053833, "learning_rate": 1.7230769230769234e-05, "loss": 0.3536, "step": 90 }, { "epoch": 0.7692307692307693, "grad_norm": 2.9679086208343506, "learning_rate": 1.6923076923076924e-05, "loss": 0.3718, "step": 100 }, { "epoch": 0.8461538461538461, "grad_norm": 1.998707890510559, "learning_rate": 1.6615384615384618e-05, "loss": 0.3356, "step": 110 }, { "epoch": 0.9230769230769231, "grad_norm": 2.4654996395111084, "learning_rate": 1.630769230769231e-05, "loss": 0.246, "step": 120 }, { "epoch": 1.0, "grad_norm": 7.244895935058594, "learning_rate": 1.6000000000000003e-05, "loss": 0.2823, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.21853642165660858, "eval_runtime": 0.8655, "eval_samples_per_second": 153.664, "eval_steps_per_second": 19.641, "step": 130 }, { "epoch": 1.0769230769230769, "grad_norm": 1.4838427305221558, "learning_rate": 1.5692307692307693e-05, "loss": 0.1994, "step": 140 }, { "epoch": 1.1538461538461537, "grad_norm": 3.1009955406188965, "learning_rate": 1.5384615384615387e-05, "loss": 0.2254, "step": 150 }, { "epoch": 1.2307692307692308, "grad_norm": 1.4830702543258667, "learning_rate": 1.5076923076923078e-05, "loss": 0.2016, "step": 160 }, { "epoch": 1.3076923076923077, "grad_norm": 0.7268257141113281, "learning_rate": 1.4769230769230772e-05, "loss": 0.2199, "step": 170 }, { "epoch": 1.3846153846153846, "grad_norm": 0.6102820634841919, "learning_rate": 1.4461538461538462e-05, "loss": 0.2105, "step": 180 }, { "epoch": 1.4615384615384617, "grad_norm": 4.0108184814453125, "learning_rate": 1.4153846153846156e-05, "loss": 0.1635, "step": 190 }, { "epoch": 1.5384615384615383, "grad_norm": 0.453694224357605, "learning_rate": 1.3846153846153847e-05, "loss": 0.2531, "step": 200 }, { "epoch": 1.6153846153846154, "grad_norm": 0.6146100759506226, "learning_rate": 1.353846153846154e-05, "loss": 0.1778, "step": 210 }, { "epoch": 1.6923076923076923, "grad_norm": 2.1759166717529297, "learning_rate": 1.3230769230769231e-05, "loss": 0.2135, "step": 220 }, { "epoch": 1.7692307692307692, "grad_norm": 1.7484408617019653, "learning_rate": 1.2923076923076925e-05, "loss": 0.1679, "step": 230 }, { "epoch": 1.8461538461538463, "grad_norm": 4.208325386047363, "learning_rate": 1.2615384615384616e-05, "loss": 0.2595, "step": 240 }, { "epoch": 1.9230769230769231, "grad_norm": 0.3881552517414093, "learning_rate": 1.230769230769231e-05, "loss": 0.1382, "step": 250 }, { "epoch": 2.0, "grad_norm": 0.348543643951416, "learning_rate": 1.2e-05, "loss": 0.132, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.1254686862230301, "eval_runtime": 1.0009, "eval_samples_per_second": 132.881, "eval_steps_per_second": 16.985, "step": 260 }, { "epoch": 2.076923076923077, "grad_norm": 0.48037123680114746, "learning_rate": 1.1692307692307694e-05, "loss": 0.0898, "step": 270 }, { "epoch": 2.1538461538461537, "grad_norm": 0.33670032024383545, "learning_rate": 1.1384615384615385e-05, "loss": 0.1446, "step": 280 }, { "epoch": 2.230769230769231, "grad_norm": 7.312185287475586, "learning_rate": 1.1076923076923079e-05, "loss": 0.1248, "step": 290 }, { "epoch": 2.3076923076923075, "grad_norm": 7.81497049331665, "learning_rate": 1.076923076923077e-05, "loss": 0.1396, "step": 300 }, { "epoch": 2.3846153846153846, "grad_norm": 7.189246654510498, "learning_rate": 1.0461538461538463e-05, "loss": 0.1793, "step": 310 }, { "epoch": 2.4615384615384617, "grad_norm": 0.31857696175575256, "learning_rate": 1.0153846153846154e-05, "loss": 0.1576, "step": 320 }, { "epoch": 2.5384615384615383, "grad_norm": 7.1352620124816895, "learning_rate": 9.846153846153848e-06, "loss": 0.1798, "step": 330 }, { "epoch": 2.6153846153846154, "grad_norm": 1.186557412147522, "learning_rate": 9.53846153846154e-06, "loss": 0.0741, "step": 340 }, { "epoch": 2.6923076923076925, "grad_norm": 0.33909401297569275, "learning_rate": 9.230769230769232e-06, "loss": 0.1346, "step": 350 }, { "epoch": 2.769230769230769, "grad_norm": 12.247209548950195, "learning_rate": 8.923076923076925e-06, "loss": 0.1237, "step": 360 }, { "epoch": 2.8461538461538463, "grad_norm": 0.3360549509525299, "learning_rate": 8.615384615384617e-06, "loss": 0.151, "step": 370 }, { "epoch": 2.9230769230769234, "grad_norm": 1.2044156789779663, "learning_rate": 8.307692307692309e-06, "loss": 0.1285, "step": 380 }, { "epoch": 3.0, "grad_norm": 0.2921423614025116, "learning_rate": 8.000000000000001e-06, "loss": 0.1448, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.09480106830596924, "eval_runtime": 1.0292, "eval_samples_per_second": 129.23, "eval_steps_per_second": 16.518, "step": 390 }, { "epoch": 3.076923076923077, "grad_norm": 2.2833054065704346, "learning_rate": 7.692307692307694e-06, "loss": 0.1362, "step": 400 }, { "epoch": 3.1538461538461537, "grad_norm": 6.499863624572754, "learning_rate": 7.384615384615386e-06, "loss": 0.1572, "step": 410 }, { "epoch": 3.230769230769231, "grad_norm": 8.841352462768555, "learning_rate": 7.076923076923078e-06, "loss": 0.1412, "step": 420 }, { "epoch": 3.3076923076923075, "grad_norm": 0.23157350718975067, "learning_rate": 6.76923076923077e-06, "loss": 0.0745, "step": 430 }, { "epoch": 3.3846153846153846, "grad_norm": 6.295877933502197, "learning_rate": 6.461538461538463e-06, "loss": 0.1145, "step": 440 }, { "epoch": 3.4615384615384617, "grad_norm": 12.639660835266113, "learning_rate": 6.153846153846155e-06, "loss": 0.087, "step": 450 }, { "epoch": 3.5384615384615383, "grad_norm": 4.014486312866211, "learning_rate": 5.846153846153847e-06, "loss": 0.0995, "step": 460 }, { "epoch": 3.6153846153846154, "grad_norm": 8.148310661315918, "learning_rate": 5.538461538461539e-06, "loss": 0.0774, "step": 470 }, { "epoch": 3.6923076923076925, "grad_norm": 0.22080053389072418, "learning_rate": 5.230769230769232e-06, "loss": 0.103, "step": 480 }, { "epoch": 3.769230769230769, "grad_norm": 0.20995458960533142, "learning_rate": 4.923076923076924e-06, "loss": 0.0743, "step": 490 }, { "epoch": 3.8461538461538463, "grad_norm": 0.8845565319061279, "learning_rate": 4.615384615384616e-06, "loss": 0.1458, "step": 500 }, { "epoch": 3.9230769230769234, "grad_norm": 0.2121868133544922, "learning_rate": 4.307692307692308e-06, "loss": 0.1277, "step": 510 }, { "epoch": 4.0, "grad_norm": 0.3017064034938812, "learning_rate": 4.000000000000001e-06, "loss": 0.0873, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.06340890377759933, "eval_runtime": 0.7533, "eval_samples_per_second": 176.547, "eval_steps_per_second": 22.566, "step": 520 }, { "epoch": 4.076923076923077, "grad_norm": 6.891432285308838, "learning_rate": 3.692307692307693e-06, "loss": 0.098, "step": 530 }, { "epoch": 4.153846153846154, "grad_norm": 1.4789180755615234, "learning_rate": 3.384615384615385e-06, "loss": 0.1661, "step": 540 }, { "epoch": 4.230769230769231, "grad_norm": 0.4021252989768982, "learning_rate": 3.0769230769230774e-06, "loss": 0.1548, "step": 550 }, { "epoch": 4.3076923076923075, "grad_norm": 1.2701594829559326, "learning_rate": 2.7692307692307697e-06, "loss": 0.0505, "step": 560 }, { "epoch": 4.384615384615385, "grad_norm": 0.3795933723449707, "learning_rate": 2.461538461538462e-06, "loss": 0.135, "step": 570 }, { "epoch": 4.461538461538462, "grad_norm": 0.27298393845558167, "learning_rate": 2.153846153846154e-06, "loss": 0.0819, "step": 580 }, { "epoch": 4.538461538461538, "grad_norm": 8.698312759399414, "learning_rate": 1.8461538461538465e-06, "loss": 0.0776, "step": 590 }, { "epoch": 4.615384615384615, "grad_norm": 2.449575901031494, "learning_rate": 1.5384615384615387e-06, "loss": 0.0949, "step": 600 }, { "epoch": 4.6923076923076925, "grad_norm": 5.441997051239014, "learning_rate": 1.230769230769231e-06, "loss": 0.0871, "step": 610 }, { "epoch": 4.769230769230769, "grad_norm": 0.25316253304481506, "learning_rate": 9.230769230769232e-07, "loss": 0.0819, "step": 620 }, { "epoch": 4.846153846153846, "grad_norm": 0.21708577871322632, "learning_rate": 6.153846153846155e-07, "loss": 0.0719, "step": 630 }, { "epoch": 4.923076923076923, "grad_norm": 0.23087237775325775, "learning_rate": 3.0769230769230774e-07, "loss": 0.0773, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.589409589767456, "learning_rate": 0.0, "loss": 0.1172, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.08086416125297546, "eval_runtime": 0.7469, "eval_samples_per_second": 178.064, "eval_steps_per_second": 22.76, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.22014901995658875, "train_runtime": 93.7188, "train_samples_per_second": 55.165, "train_steps_per_second": 6.936 } ], "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 }