|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 1.949579831932773, |
|
"eval_steps": 8, |
|
"global_step": 58, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03361344537815126, |
|
"grad_norm": 1.0234375, |
|
"learning_rate": 2e-05, |
|
"loss": 2.6905, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.03361344537815126, |
|
"eval_loss": 2.729154109954834, |
|
"eval_runtime": 20.6566, |
|
"eval_samples_per_second": 2.421, |
|
"eval_steps_per_second": 0.339, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.06722689075630252, |
|
"grad_norm": 1.0390625, |
|
"learning_rate": 4e-05, |
|
"loss": 2.687, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.10084033613445378, |
|
"grad_norm": 1.1171875, |
|
"learning_rate": 6e-05, |
|
"loss": 2.8062, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.13445378151260504, |
|
"grad_norm": 1.03125, |
|
"learning_rate": 8e-05, |
|
"loss": 2.6619, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.16806722689075632, |
|
"grad_norm": 1.0, |
|
"learning_rate": 0.0001, |
|
"loss": 2.5939, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.20168067226890757, |
|
"grad_norm": 0.95703125, |
|
"learning_rate": 0.00012, |
|
"loss": 2.6307, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.23529411764705882, |
|
"grad_norm": 0.86328125, |
|
"learning_rate": 0.00014, |
|
"loss": 2.5751, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.2689075630252101, |
|
"grad_norm": 0.82421875, |
|
"learning_rate": 0.00016, |
|
"loss": 2.4725, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.2689075630252101, |
|
"eval_loss": 2.3971643447875977, |
|
"eval_runtime": 20.4746, |
|
"eval_samples_per_second": 2.442, |
|
"eval_steps_per_second": 0.342, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.3025210084033613, |
|
"grad_norm": 0.6953125, |
|
"learning_rate": 0.00018, |
|
"loss": 2.2905, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.33613445378151263, |
|
"grad_norm": 0.6015625, |
|
"learning_rate": 0.0002, |
|
"loss": 2.3883, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.3697478991596639, |
|
"grad_norm": 0.53125, |
|
"learning_rate": 0.00019995608365087946, |
|
"loss": 2.3071, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.40336134453781514, |
|
"grad_norm": 0.46484375, |
|
"learning_rate": 0.00019982437317643217, |
|
"loss": 2.0817, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.4369747899159664, |
|
"grad_norm": 0.56640625, |
|
"learning_rate": 0.0001996049842615217, |
|
"loss": 2.0883, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.47058823529411764, |
|
"grad_norm": 0.5, |
|
"learning_rate": 0.00019929810960135172, |
|
"loss": 2.1018, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.5042016806722689, |
|
"grad_norm": 0.5390625, |
|
"learning_rate": 0.0001989040187322164, |
|
"loss": 2.1015, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.5378151260504201, |
|
"grad_norm": 0.51953125, |
|
"learning_rate": 0.00019842305779475968, |
|
"loss": 1.9891, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.5378151260504201, |
|
"eval_loss": 2.071833610534668, |
|
"eval_runtime": 20.5312, |
|
"eval_samples_per_second": 2.435, |
|
"eval_steps_per_second": 0.341, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.5714285714285714, |
|
"grad_norm": 0.4921875, |
|
"learning_rate": 0.0001978556492299504, |
|
"loss": 2.1245, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.6050420168067226, |
|
"grad_norm": 0.46875, |
|
"learning_rate": 0.0001972022914080411, |
|
"loss": 1.9485, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.6386554621848739, |
|
"grad_norm": 0.4140625, |
|
"learning_rate": 0.00019646355819083589, |
|
"loss": 2.0621, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.6722689075630253, |
|
"grad_norm": 0.41015625, |
|
"learning_rate": 0.00019564009842765225, |
|
"loss": 1.9076, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.7058823529411765, |
|
"grad_norm": 0.4375, |
|
"learning_rate": 0.00019473263538541914, |
|
"loss": 1.8968, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.7394957983193278, |
|
"grad_norm": 0.326171875, |
|
"learning_rate": 0.0001937419661134121, |
|
"loss": 1.8977, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.773109243697479, |
|
"grad_norm": 0.314453125, |
|
"learning_rate": 0.00019266896074318334, |
|
"loss": 1.9926, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.8067226890756303, |
|
"grad_norm": 0.27734375, |
|
"learning_rate": 0.00019151456172430183, |
|
"loss": 1.8345, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.8067226890756303, |
|
"eval_loss": 1.932895302772522, |
|
"eval_runtime": 20.5148, |
|
"eval_samples_per_second": 2.437, |
|
"eval_steps_per_second": 0.341, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.8403361344537815, |
|
"grad_norm": 0.291015625, |
|
"learning_rate": 0.00019027978299657436, |
|
"loss": 1.8168, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.8739495798319328, |
|
"grad_norm": 0.29296875, |
|
"learning_rate": 0.00018896570909947475, |
|
"loss": 1.8794, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 0.907563025210084, |
|
"grad_norm": 0.306640625, |
|
"learning_rate": 0.0001875734942195637, |
|
"loss": 1.9604, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 0.9411764705882353, |
|
"grad_norm": 0.33984375, |
|
"learning_rate": 0.00018610436117673555, |
|
"loss": 1.824, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 0.9747899159663865, |
|
"grad_norm": 0.365234375, |
|
"learning_rate": 0.0001845596003501826, |
|
"loss": 1.9186, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.0084033613445378, |
|
"grad_norm": 0.40625, |
|
"learning_rate": 0.0001829405685450202, |
|
"loss": 1.9281, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.0420168067226891, |
|
"grad_norm": 0.396484375, |
|
"learning_rate": 0.00018124868780056814, |
|
"loss": 1.833, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.0756302521008403, |
|
"grad_norm": 0.28515625, |
|
"learning_rate": 0.00017948544414133534, |
|
"loss": 1.8088, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.0756302521008403, |
|
"eval_loss": 1.8729643821716309, |
|
"eval_runtime": 20.5377, |
|
"eval_samples_per_second": 2.435, |
|
"eval_steps_per_second": 0.341, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.1092436974789917, |
|
"grad_norm": 0.29296875, |
|
"learning_rate": 0.00017765238627180424, |
|
"loss": 1.8401, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.1428571428571428, |
|
"grad_norm": 0.2451171875, |
|
"learning_rate": 0.00017575112421616202, |
|
"loss": 1.7736, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.1764705882352942, |
|
"grad_norm": 0.2099609375, |
|
"learning_rate": 0.00017378332790417273, |
|
"loss": 1.7875, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.2100840336134453, |
|
"grad_norm": 0.1767578125, |
|
"learning_rate": 0.00017175072570443312, |
|
"loss": 1.7743, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.2436974789915967, |
|
"grad_norm": 0.1982421875, |
|
"learning_rate": 0.00016965510290629972, |
|
"loss": 1.8167, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.2773109243697478, |
|
"grad_norm": 0.2119140625, |
|
"learning_rate": 0.00016749830015182107, |
|
"loss": 1.8317, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.3109243697478992, |
|
"grad_norm": 0.1796875, |
|
"learning_rate": 0.00016528221181905217, |
|
"loss": 1.7498, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.3445378151260505, |
|
"grad_norm": 0.197265625, |
|
"learning_rate": 0.00016300878435817113, |
|
"loss": 1.8183, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.3445378151260505, |
|
"eval_loss": 1.8429957628250122, |
|
"eval_runtime": 20.5619, |
|
"eval_samples_per_second": 2.432, |
|
"eval_steps_per_second": 0.34, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.3781512605042017, |
|
"grad_norm": 0.193359375, |
|
"learning_rate": 0.00016068001458185936, |
|
"loss": 1.7504, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.4117647058823528, |
|
"grad_norm": 0.181640625, |
|
"learning_rate": 0.0001582979479114472, |
|
"loss": 1.7476, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.4453781512605042, |
|
"grad_norm": 0.1787109375, |
|
"learning_rate": 0.00015586467658036524, |
|
"loss": 1.8082, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.4789915966386555, |
|
"grad_norm": 0.1669921875, |
|
"learning_rate": 0.0001533823377964791, |
|
"loss": 1.6987, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.5126050420168067, |
|
"grad_norm": 0.1728515625, |
|
"learning_rate": 0.00015085311186492206, |
|
"loss": 1.7417, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.5462184873949578, |
|
"grad_norm": 0.1826171875, |
|
"learning_rate": 0.00014827922027307451, |
|
"loss": 1.779, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.5798319327731094, |
|
"grad_norm": 0.1826171875, |
|
"learning_rate": 0.0001456629237393713, |
|
"loss": 1.7552, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.6134453781512605, |
|
"grad_norm": 0.1767578125, |
|
"learning_rate": 0.00014300652022765207, |
|
"loss": 1.8004, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.6134453781512605, |
|
"eval_loss": 1.8263332843780518, |
|
"eval_runtime": 20.4305, |
|
"eval_samples_per_second": 2.447, |
|
"eval_steps_per_second": 0.343, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.6470588235294117, |
|
"grad_norm": 0.19140625, |
|
"learning_rate": 0.00014031234292879725, |
|
"loss": 1.7857, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.680672268907563, |
|
"grad_norm": 0.181640625, |
|
"learning_rate": 0.00013758275821142382, |
|
"loss": 1.7193, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.7142857142857144, |
|
"grad_norm": 0.1611328125, |
|
"learning_rate": 0.0001348201635434399, |
|
"loss": 1.7734, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 1.7478991596638656, |
|
"grad_norm": 0.169921875, |
|
"learning_rate": 0.00013202698538628376, |
|
"loss": 1.7644, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 1.7815126050420167, |
|
"grad_norm": 0.171875, |
|
"learning_rate": 0.00012920567706369758, |
|
"loss": 1.8631, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 1.815126050420168, |
|
"grad_norm": 0.1845703125, |
|
"learning_rate": 0.00012635871660690676, |
|
"loss": 1.7735, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 1.8487394957983194, |
|
"grad_norm": 0.1689453125, |
|
"learning_rate": 0.00012348860457809838, |
|
"loss": 1.7956, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"grad_norm": 0.1708984375, |
|
"learning_rate": 0.00012059786187410984, |
|
"loss": 1.7674, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 1.8823529411764706, |
|
"eval_loss": 1.8166663646697998, |
|
"eval_runtime": 20.5178, |
|
"eval_samples_per_second": 2.437, |
|
"eval_steps_per_second": 0.341, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 1.9159663865546217, |
|
"grad_norm": 0.169921875, |
|
"learning_rate": 0.0001176890275122573, |
|
"loss": 1.7228, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 1.949579831932773, |
|
"grad_norm": 0.169921875, |
|
"learning_rate": 0.00011476465640024814, |
|
"loss": 1.7496, |
|
"step": 58 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 116, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 29, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 6643321582387200.0, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|