|
{ |
|
"best_metric": 0.06292294710874557, |
|
"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": 2.1983349323272705, |
|
"learning_rate": 1.9692307692307696e-05, |
|
"loss": 1.0245, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.15384615384615385, |
|
"grad_norm": 1.8458256721496582, |
|
"learning_rate": 1.9384615384615386e-05, |
|
"loss": 0.9453, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.23076923076923078, |
|
"grad_norm": 2.11714506149292, |
|
"learning_rate": 1.907692307692308e-05, |
|
"loss": 0.8403, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 2.609548568725586, |
|
"learning_rate": 1.876923076923077e-05, |
|
"loss": 0.6945, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.38461538461538464, |
|
"grad_norm": 4.101930141448975, |
|
"learning_rate": 1.8461538461538465e-05, |
|
"loss": 0.6609, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 2.092031240463257, |
|
"learning_rate": 1.8153846153846155e-05, |
|
"loss": 0.5821, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.5384615384615384, |
|
"grad_norm": 1.7685494422912598, |
|
"learning_rate": 1.784615384615385e-05, |
|
"loss": 0.5198, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 1.2733267545700073, |
|
"learning_rate": 1.753846153846154e-05, |
|
"loss": 0.3941, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.6923076923076923, |
|
"grad_norm": 2.5028107166290283, |
|
"learning_rate": 1.7230769230769234e-05, |
|
"loss": 0.3534, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 3.1141440868377686, |
|
"learning_rate": 1.6923076923076924e-05, |
|
"loss": 0.3682, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.8461538461538461, |
|
"grad_norm": 1.8950222730636597, |
|
"learning_rate": 1.6615384615384618e-05, |
|
"loss": 0.3325, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 2.5763683319091797, |
|
"learning_rate": 1.630769230769231e-05, |
|
"loss": 0.2458, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 6.5957489013671875, |
|
"learning_rate": 1.6000000000000003e-05, |
|
"loss": 0.2828, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9624060150375939, |
|
"eval_loss": 0.21589645743370056, |
|
"eval_runtime": 1.5419, |
|
"eval_samples_per_second": 86.258, |
|
"eval_steps_per_second": 11.025, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 1.598761796951294, |
|
"learning_rate": 1.5692307692307693e-05, |
|
"loss": 0.1992, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.1538461538461537, |
|
"grad_norm": 3.098740339279175, |
|
"learning_rate": 1.5384615384615387e-05, |
|
"loss": 0.2215, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 1.4490207433700562, |
|
"learning_rate": 1.5076923076923078e-05, |
|
"loss": 0.2059, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.3076923076923077, |
|
"grad_norm": 0.5195011496543884, |
|
"learning_rate": 1.4769230769230772e-05, |
|
"loss": 0.2213, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.60326087474823, |
|
"learning_rate": 1.4461538461538462e-05, |
|
"loss": 0.214, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.4615384615384617, |
|
"grad_norm": 3.9015231132507324, |
|
"learning_rate": 1.4153846153846156e-05, |
|
"loss": 0.1661, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 0.4572608172893524, |
|
"learning_rate": 1.3846153846153847e-05, |
|
"loss": 0.2508, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.6153846153846154, |
|
"grad_norm": 0.5710081458091736, |
|
"learning_rate": 1.353846153846154e-05, |
|
"loss": 0.1814, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 1.9736721515655518, |
|
"learning_rate": 1.3230769230769231e-05, |
|
"loss": 0.2111, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.7692307692307692, |
|
"grad_norm": 1.846712350845337, |
|
"learning_rate": 1.2923076923076925e-05, |
|
"loss": 0.1819, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 5.21742057800293, |
|
"learning_rate": 1.2615384615384616e-05, |
|
"loss": 0.2542, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 0.40760770440101624, |
|
"learning_rate": 1.230769230769231e-05, |
|
"loss": 0.1354, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.34861046075820923, |
|
"learning_rate": 1.2e-05, |
|
"loss": 0.1295, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9699248120300752, |
|
"eval_loss": 0.12973816692829132, |
|
"eval_runtime": 1.5053, |
|
"eval_samples_per_second": 88.352, |
|
"eval_steps_per_second": 11.293, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 2.076923076923077, |
|
"grad_norm": 0.5309385657310486, |
|
"learning_rate": 1.1692307692307694e-05, |
|
"loss": 0.0918, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 2.1538461538461537, |
|
"grad_norm": 0.3377753794193268, |
|
"learning_rate": 1.1384615384615385e-05, |
|
"loss": 0.1414, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 2.230769230769231, |
|
"grad_norm": 6.888655662536621, |
|
"learning_rate": 1.1076923076923079e-05, |
|
"loss": 0.124, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 2.3076923076923075, |
|
"grad_norm": 8.263748168945312, |
|
"learning_rate": 1.076923076923077e-05, |
|
"loss": 0.1357, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 2.3846153846153846, |
|
"grad_norm": 6.341168403625488, |
|
"learning_rate": 1.0461538461538463e-05, |
|
"loss": 0.1744, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 2.4615384615384617, |
|
"grad_norm": 0.3566319942474365, |
|
"learning_rate": 1.0153846153846154e-05, |
|
"loss": 0.1598, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 2.5384615384615383, |
|
"grad_norm": 5.753101348876953, |
|
"learning_rate": 9.846153846153848e-06, |
|
"loss": 0.1895, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 2.6153846153846154, |
|
"grad_norm": 1.0042563676834106, |
|
"learning_rate": 9.53846153846154e-06, |
|
"loss": 0.0703, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 2.6923076923076925, |
|
"grad_norm": 0.33628159761428833, |
|
"learning_rate": 9.230769230769232e-06, |
|
"loss": 0.1344, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 2.769230769230769, |
|
"grad_norm": 10.987286567687988, |
|
"learning_rate": 8.923076923076925e-06, |
|
"loss": 0.1197, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 2.8461538461538463, |
|
"grad_norm": 0.33592140674591064, |
|
"learning_rate": 8.615384615384617e-06, |
|
"loss": 0.1516, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.9230769230769234, |
|
"grad_norm": 1.3044095039367676, |
|
"learning_rate": 8.307692307692309e-06, |
|
"loss": 0.1302, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.2922639548778534, |
|
"learning_rate": 8.000000000000001e-06, |
|
"loss": 0.147, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.09676244854927063, |
|
"eval_runtime": 1.5806, |
|
"eval_samples_per_second": 84.147, |
|
"eval_steps_per_second": 10.756, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 3.076923076923077, |
|
"grad_norm": 2.564885377883911, |
|
"learning_rate": 7.692307692307694e-06, |
|
"loss": 0.1312, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 3.1538461538461537, |
|
"grad_norm": 7.473449230194092, |
|
"learning_rate": 7.384615384615386e-06, |
|
"loss": 0.1566, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 3.230769230769231, |
|
"grad_norm": 9.141277313232422, |
|
"learning_rate": 7.076923076923078e-06, |
|
"loss": 0.1439, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 3.3076923076923075, |
|
"grad_norm": 0.23374924063682556, |
|
"learning_rate": 6.76923076923077e-06, |
|
"loss": 0.0727, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 3.3846153846153846, |
|
"grad_norm": 4.644994258880615, |
|
"learning_rate": 6.461538461538463e-06, |
|
"loss": 0.1133, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 3.4615384615384617, |
|
"grad_norm": 11.91666316986084, |
|
"learning_rate": 6.153846153846155e-06, |
|
"loss": 0.0784, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 3.5384615384615383, |
|
"grad_norm": 3.7880263328552246, |
|
"learning_rate": 5.846153846153847e-06, |
|
"loss": 0.0993, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 3.6153846153846154, |
|
"grad_norm": 8.291254043579102, |
|
"learning_rate": 5.538461538461539e-06, |
|
"loss": 0.0784, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 3.6923076923076925, |
|
"grad_norm": 0.2228500247001648, |
|
"learning_rate": 5.230769230769232e-06, |
|
"loss": 0.0896, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 3.769230769230769, |
|
"grad_norm": 0.211690753698349, |
|
"learning_rate": 4.923076923076924e-06, |
|
"loss": 0.0747, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 3.8461538461538463, |
|
"grad_norm": 0.866194486618042, |
|
"learning_rate": 4.615384615384616e-06, |
|
"loss": 0.1353, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 3.9230769230769234, |
|
"grad_norm": 0.20909492671489716, |
|
"learning_rate": 4.307692307692308e-06, |
|
"loss": 0.1283, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 0.3001326620578766, |
|
"learning_rate": 4.000000000000001e-06, |
|
"loss": 0.0814, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9924812030075187, |
|
"eval_loss": 0.06292294710874557, |
|
"eval_runtime": 1.5056, |
|
"eval_samples_per_second": 88.334, |
|
"eval_steps_per_second": 11.291, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 4.076923076923077, |
|
"grad_norm": 6.251921653747559, |
|
"learning_rate": 3.692307692307693e-06, |
|
"loss": 0.0994, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 4.153846153846154, |
|
"grad_norm": 1.505910038948059, |
|
"learning_rate": 3.384615384615385e-06, |
|
"loss": 0.1646, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 4.230769230769231, |
|
"grad_norm": 0.3793761432170868, |
|
"learning_rate": 3.0769230769230774e-06, |
|
"loss": 0.1533, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 4.3076923076923075, |
|
"grad_norm": 1.360785961151123, |
|
"learning_rate": 2.7692307692307697e-06, |
|
"loss": 0.0502, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 4.384615384615385, |
|
"grad_norm": 0.3551625907421112, |
|
"learning_rate": 2.461538461538462e-06, |
|
"loss": 0.1334, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 4.461538461538462, |
|
"grad_norm": 0.2675708830356598, |
|
"learning_rate": 2.153846153846154e-06, |
|
"loss": 0.0877, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 4.538461538461538, |
|
"grad_norm": 8.761523246765137, |
|
"learning_rate": 1.8461538461538465e-06, |
|
"loss": 0.074, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 4.615384615384615, |
|
"grad_norm": 2.3534207344055176, |
|
"learning_rate": 1.5384615384615387e-06, |
|
"loss": 0.0924, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 4.6923076923076925, |
|
"grad_norm": 5.307082653045654, |
|
"learning_rate": 1.230769230769231e-06, |
|
"loss": 0.087, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 4.769230769230769, |
|
"grad_norm": 0.25473231077194214, |
|
"learning_rate": 9.230769230769232e-07, |
|
"loss": 0.0816, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 4.846153846153846, |
|
"grad_norm": 0.21327146887779236, |
|
"learning_rate": 6.153846153846155e-07, |
|
"loss": 0.0687, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 4.923076923076923, |
|
"grad_norm": 0.22991123795509338, |
|
"learning_rate": 3.0769230769230774e-07, |
|
"loss": 0.0781, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.6434995532035828, |
|
"learning_rate": 0.0, |
|
"loss": 0.1153, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9774436090225563, |
|
"eval_loss": 0.07998156547546387, |
|
"eval_runtime": 1.5355, |
|
"eval_samples_per_second": 86.614, |
|
"eval_steps_per_second": 11.071, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 650, |
|
"total_flos": 4.006371770595533e+17, |
|
"train_loss": 0.21930334192055922, |
|
"train_runtime": 166.3355, |
|
"train_samples_per_second": 31.082, |
|
"train_steps_per_second": 3.908 |
|
} |
|
], |
|
"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 |
|
} |
|
|