{ "best_metric": 0.06572757661342621, "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": 2.1983089447021484, "learning_rate": 1.9692307692307696e-05, "loss": 1.0245, "step": 10 }, { "epoch": 0.15384615384615385, "grad_norm": 1.8456082344055176, "learning_rate": 1.9384615384615386e-05, "loss": 0.9453, "step": 20 }, { "epoch": 0.23076923076923078, "grad_norm": 2.1001663208007812, "learning_rate": 1.907692307692308e-05, "loss": 0.8404, "step": 30 }, { "epoch": 0.3076923076923077, "grad_norm": 2.6200923919677734, "learning_rate": 1.876923076923077e-05, "loss": 0.695, "step": 40 }, { "epoch": 0.38461538461538464, "grad_norm": 3.9886152744293213, "learning_rate": 1.8461538461538465e-05, "loss": 0.661, "step": 50 }, { "epoch": 0.46153846153846156, "grad_norm": 2.0928611755371094, "learning_rate": 1.8153846153846155e-05, "loss": 0.5811, "step": 60 }, { "epoch": 0.5384615384615384, "grad_norm": 1.8000515699386597, "learning_rate": 1.784615384615385e-05, "loss": 0.5187, "step": 70 }, { "epoch": 0.6153846153846154, "grad_norm": 1.279348373413086, "learning_rate": 1.753846153846154e-05, "loss": 0.3915, "step": 80 }, { "epoch": 0.6923076923076923, "grad_norm": 2.4376962184906006, "learning_rate": 1.7230769230769234e-05, "loss": 0.3521, "step": 90 }, { "epoch": 0.7692307692307693, "grad_norm": 2.9530019760131836, "learning_rate": 1.6923076923076924e-05, "loss": 0.3709, "step": 100 }, { "epoch": 0.8461538461538461, "grad_norm": 1.8786017894744873, "learning_rate": 1.6615384615384618e-05, "loss": 0.3359, "step": 110 }, { "epoch": 0.9230769230769231, "grad_norm": 2.5607118606567383, "learning_rate": 1.630769230769231e-05, "loss": 0.2476, "step": 120 }, { "epoch": 1.0, "grad_norm": 6.597635269165039, "learning_rate": 1.6000000000000003e-05, "loss": 0.284, "step": 130 }, { "epoch": 1.0, "eval_accuracy": 0.9624060150375939, "eval_loss": 0.2164773941040039, "eval_runtime": 15.625, "eval_samples_per_second": 8.512, "eval_steps_per_second": 1.088, "step": 130 }, { "epoch": 1.0769230769230769, "grad_norm": 1.7280329465866089, "learning_rate": 1.5692307692307693e-05, "loss": 0.1987, "step": 140 }, { "epoch": 1.1538461538461537, "grad_norm": 3.229095220565796, "learning_rate": 1.5384615384615387e-05, "loss": 0.2205, "step": 150 }, { "epoch": 1.2307692307692308, "grad_norm": 1.469906210899353, "learning_rate": 1.5076923076923078e-05, "loss": 0.2047, "step": 160 }, { "epoch": 1.3076923076923077, "grad_norm": 0.524368941783905, "learning_rate": 1.4769230769230772e-05, "loss": 0.2219, "step": 170 }, { "epoch": 1.3846153846153846, "grad_norm": 0.5878937840461731, "learning_rate": 1.4461538461538462e-05, "loss": 0.2116, "step": 180 }, { "epoch": 1.4615384615384617, "grad_norm": 4.049538612365723, "learning_rate": 1.4153846153846156e-05, "loss": 0.1605, "step": 190 }, { "epoch": 1.5384615384615383, "grad_norm": 0.47798386216163635, "learning_rate": 1.3846153846153847e-05, "loss": 0.2582, "step": 200 }, { "epoch": 1.6153846153846154, "grad_norm": 0.6020946502685547, "learning_rate": 1.353846153846154e-05, "loss": 0.1857, "step": 210 }, { "epoch": 1.6923076923076923, "grad_norm": 2.6440248489379883, "learning_rate": 1.3230769230769231e-05, "loss": 0.2161, "step": 220 }, { "epoch": 1.7692307692307692, "grad_norm": 1.9017517566680908, "learning_rate": 1.2923076923076925e-05, "loss": 0.1619, "step": 230 }, { "epoch": 1.8461538461538463, "grad_norm": 10.503934860229492, "learning_rate": 1.2615384615384616e-05, "loss": 0.2592, "step": 240 }, { "epoch": 1.9230769230769231, "grad_norm": 0.3896147906780243, "learning_rate": 1.230769230769231e-05, "loss": 0.1432, "step": 250 }, { "epoch": 2.0, "grad_norm": 0.34977179765701294, "learning_rate": 1.2e-05, "loss": 0.1316, "step": 260 }, { "epoch": 2.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.13314025104045868, "eval_runtime": 15.4736, "eval_samples_per_second": 8.595, "eval_steps_per_second": 1.099, "step": 260 }, { "epoch": 2.076923076923077, "grad_norm": 0.4498082995414734, "learning_rate": 1.1692307692307694e-05, "loss": 0.0908, "step": 270 }, { "epoch": 2.1538461538461537, "grad_norm": 0.33902597427368164, "learning_rate": 1.1384615384615385e-05, "loss": 0.1483, "step": 280 }, { "epoch": 2.230769230769231, "grad_norm": 6.657054424285889, "learning_rate": 1.1076923076923079e-05, "loss": 0.1296, "step": 290 }, { "epoch": 2.3076923076923075, "grad_norm": 7.5347466468811035, "learning_rate": 1.076923076923077e-05, "loss": 0.1387, "step": 300 }, { "epoch": 2.3846153846153846, "grad_norm": 5.809398651123047, "learning_rate": 1.0461538461538463e-05, "loss": 0.1809, "step": 310 }, { "epoch": 2.4615384615384617, "grad_norm": 0.3026523292064667, "learning_rate": 1.0153846153846154e-05, "loss": 0.1444, "step": 320 }, { "epoch": 2.5384615384615383, "grad_norm": 6.505568981170654, "learning_rate": 9.846153846153848e-06, "loss": 0.1819, "step": 330 }, { "epoch": 2.6153846153846154, "grad_norm": 1.1542584896087646, "learning_rate": 9.53846153846154e-06, "loss": 0.0727, "step": 340 }, { "epoch": 2.6923076923076925, "grad_norm": 0.5524181127548218, "learning_rate": 9.230769230769232e-06, "loss": 0.1315, "step": 350 }, { "epoch": 2.769230769230769, "grad_norm": 10.899353981018066, "learning_rate": 8.923076923076925e-06, "loss": 0.1265, "step": 360 }, { "epoch": 2.8461538461538463, "grad_norm": 0.2956291139125824, "learning_rate": 8.615384615384617e-06, "loss": 0.1525, "step": 370 }, { "epoch": 2.9230769230769234, "grad_norm": 1.2137246131896973, "learning_rate": 8.307692307692309e-06, "loss": 0.1344, "step": 380 }, { "epoch": 3.0, "grad_norm": 0.29744699597358704, "learning_rate": 8.000000000000001e-06, "loss": 0.1429, "step": 390 }, { "epoch": 3.0, "eval_accuracy": 0.9699248120300752, "eval_loss": 0.09923107177019119, "eval_runtime": 15.5311, "eval_samples_per_second": 8.563, "eval_steps_per_second": 1.095, "step": 390 }, { "epoch": 3.076923076923077, "grad_norm": 2.0318715572357178, "learning_rate": 7.692307692307694e-06, "loss": 0.1347, "step": 400 }, { "epoch": 3.1538461538461537, "grad_norm": 6.056100845336914, "learning_rate": 7.384615384615386e-06, "loss": 0.1599, "step": 410 }, { "epoch": 3.230769230769231, "grad_norm": 9.551461219787598, "learning_rate": 7.076923076923078e-06, "loss": 0.142, "step": 420 }, { "epoch": 3.3076923076923075, "grad_norm": 0.2325032651424408, "learning_rate": 6.76923076923077e-06, "loss": 0.0717, "step": 430 }, { "epoch": 3.3846153846153846, "grad_norm": 5.357461452484131, "learning_rate": 6.461538461538463e-06, "loss": 0.1151, "step": 440 }, { "epoch": 3.4615384615384617, "grad_norm": 12.689959526062012, "learning_rate": 6.153846153846155e-06, "loss": 0.0865, "step": 450 }, { "epoch": 3.5384615384615383, "grad_norm": 4.816635608673096, "learning_rate": 5.846153846153847e-06, "loss": 0.0974, "step": 460 }, { "epoch": 3.6153846153846154, "grad_norm": 8.048978805541992, "learning_rate": 5.538461538461539e-06, "loss": 0.079, "step": 470 }, { "epoch": 3.6923076923076925, "grad_norm": 0.2229355424642563, "learning_rate": 5.230769230769232e-06, "loss": 0.0944, "step": 480 }, { "epoch": 3.769230769230769, "grad_norm": 0.2118719518184662, "learning_rate": 4.923076923076924e-06, "loss": 0.0788, "step": 490 }, { "epoch": 3.8461538461538463, "grad_norm": 0.8754830956459045, "learning_rate": 4.615384615384616e-06, "loss": 0.1364, "step": 500 }, { "epoch": 3.9230769230769234, "grad_norm": 0.20934270322322845, "learning_rate": 4.307692307692308e-06, "loss": 0.1295, "step": 510 }, { "epoch": 4.0, "grad_norm": 0.3156948685646057, "learning_rate": 4.000000000000001e-06, "loss": 0.0775, "step": 520 }, { "epoch": 4.0, "eval_accuracy": 0.9924812030075187, "eval_loss": 0.06572757661342621, "eval_runtime": 15.8319, "eval_samples_per_second": 8.401, "eval_steps_per_second": 1.074, "step": 520 }, { "epoch": 4.076923076923077, "grad_norm": 9.230475425720215, "learning_rate": 3.692307692307693e-06, "loss": 0.1011, "step": 530 }, { "epoch": 4.153846153846154, "grad_norm": 1.6108723878860474, "learning_rate": 3.384615384615385e-06, "loss": 0.1655, "step": 540 }, { "epoch": 4.230769230769231, "grad_norm": 0.3194853961467743, "learning_rate": 3.0769230769230774e-06, "loss": 0.1479, "step": 550 }, { "epoch": 4.3076923076923075, "grad_norm": 1.1996067762374878, "learning_rate": 2.7692307692307697e-06, "loss": 0.0508, "step": 560 }, { "epoch": 4.384615384615385, "grad_norm": 0.2994942367076874, "learning_rate": 2.461538461538462e-06, "loss": 0.1303, "step": 570 }, { "epoch": 4.461538461538462, "grad_norm": 0.267814040184021, "learning_rate": 2.153846153846154e-06, "loss": 0.0836, "step": 580 }, { "epoch": 4.538461538461538, "grad_norm": 9.885746002197266, "learning_rate": 1.8461538461538465e-06, "loss": 0.0725, "step": 590 }, { "epoch": 4.615384615384615, "grad_norm": 4.1704487800598145, "learning_rate": 1.5384615384615387e-06, "loss": 0.0976, "step": 600 }, { "epoch": 4.6923076923076925, "grad_norm": 5.211251735687256, "learning_rate": 1.230769230769231e-06, "loss": 0.0857, "step": 610 }, { "epoch": 4.769230769230769, "grad_norm": 0.26706379652023315, "learning_rate": 9.230769230769232e-07, "loss": 0.0802, "step": 620 }, { "epoch": 4.846153846153846, "grad_norm": 0.219241201877594, "learning_rate": 6.153846153846155e-07, "loss": 0.0675, "step": 630 }, { "epoch": 4.923076923076923, "grad_norm": 0.2313096821308136, "learning_rate": 3.0769230769230774e-07, "loss": 0.0776, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.6467680931091309, "learning_rate": 0.0, "loss": 0.1142, "step": 650 }, { "epoch": 5.0, "eval_accuracy": 0.9774436090225563, "eval_loss": 0.07825341820716858, "eval_runtime": 19.0701, "eval_samples_per_second": 6.974, "eval_steps_per_second": 0.891, "step": 650 }, { "epoch": 5.0, "step": 650, "total_flos": 4.006371770595533e+17, "train_loss": 0.21960290945493258, "train_runtime": 2197.69, "train_samples_per_second": 2.352, "train_steps_per_second": 0.296 } ], "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 }