brixeus's picture
Training in progress, step 100, checkpoint
b8542ab verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.015281757402101241,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00015281757402101241,
"eval_loss": 1.1498295068740845,
"eval_runtime": 296.5009,
"eval_samples_per_second": 37.17,
"eval_steps_per_second": 4.648,
"step": 1
},
{
"epoch": 0.00045845272206303727,
"grad_norm": 0.5009817481040955,
"learning_rate": 3e-05,
"loss": 1.0517,
"step": 3
},
{
"epoch": 0.0009169054441260745,
"grad_norm": 0.5765618681907654,
"learning_rate": 6e-05,
"loss": 1.2558,
"step": 6
},
{
"epoch": 0.0013753581661891117,
"grad_norm": 0.680789589881897,
"learning_rate": 9e-05,
"loss": 1.1772,
"step": 9
},
{
"epoch": 0.0013753581661891117,
"eval_loss": 1.0687979459762573,
"eval_runtime": 296.5136,
"eval_samples_per_second": 37.169,
"eval_steps_per_second": 4.647,
"step": 9
},
{
"epoch": 0.001833810888252149,
"grad_norm": 0.6807825565338135,
"learning_rate": 9.987820251299122e-05,
"loss": 0.8785,
"step": 12
},
{
"epoch": 0.002292263610315186,
"grad_norm": 0.6680711507797241,
"learning_rate": 9.924038765061042e-05,
"loss": 0.6678,
"step": 15
},
{
"epoch": 0.0027507163323782233,
"grad_norm": 0.5782425999641418,
"learning_rate": 9.806308479691595e-05,
"loss": 0.6998,
"step": 18
},
{
"epoch": 0.0027507163323782233,
"eval_loss": 0.45378875732421875,
"eval_runtime": 297.1012,
"eval_samples_per_second": 37.095,
"eval_steps_per_second": 4.638,
"step": 18
},
{
"epoch": 0.003209169054441261,
"grad_norm": 0.2907300889492035,
"learning_rate": 9.635919272833938e-05,
"loss": 0.3854,
"step": 21
},
{
"epoch": 0.003667621776504298,
"grad_norm": 0.39028528332710266,
"learning_rate": 9.414737964294636e-05,
"loss": 0.4963,
"step": 24
},
{
"epoch": 0.004126074498567335,
"grad_norm": 0.2929573059082031,
"learning_rate": 9.145187862775209e-05,
"loss": 0.2358,
"step": 27
},
{
"epoch": 0.004126074498567335,
"eval_loss": 0.32671964168548584,
"eval_runtime": 297.1526,
"eval_samples_per_second": 37.089,
"eval_steps_per_second": 4.637,
"step": 27
},
{
"epoch": 0.004584527220630372,
"grad_norm": 0.43915438652038574,
"learning_rate": 8.83022221559489e-05,
"loss": 0.4901,
"step": 30
},
{
"epoch": 0.00504297994269341,
"grad_norm": 0.25669264793395996,
"learning_rate": 8.473291852294987e-05,
"loss": 0.3356,
"step": 33
},
{
"epoch": 0.005501432664756447,
"grad_norm": 0.24750342965126038,
"learning_rate": 8.07830737662829e-05,
"loss": 0.2031,
"step": 36
},
{
"epoch": 0.005501432664756447,
"eval_loss": 0.3014591932296753,
"eval_runtime": 297.1231,
"eval_samples_per_second": 37.092,
"eval_steps_per_second": 4.638,
"step": 36
},
{
"epoch": 0.005959885386819484,
"grad_norm": 0.33709627389907837,
"learning_rate": 7.649596321166024e-05,
"loss": 0.3068,
"step": 39
},
{
"epoch": 0.006418338108882522,
"grad_norm": 0.18148460984230042,
"learning_rate": 7.191855733945387e-05,
"loss": 0.1992,
"step": 42
},
{
"epoch": 0.006876790830945559,
"grad_norm": 0.38474711775779724,
"learning_rate": 6.710100716628344e-05,
"loss": 0.4824,
"step": 45
},
{
"epoch": 0.006876790830945559,
"eval_loss": 0.2919241786003113,
"eval_runtime": 297.3015,
"eval_samples_per_second": 37.07,
"eval_steps_per_second": 4.635,
"step": 45
},
{
"epoch": 0.007335243553008596,
"grad_norm": 0.12017693370580673,
"learning_rate": 6.209609477998338e-05,
"loss": 0.1679,
"step": 48
},
{
"epoch": 0.007793696275071633,
"grad_norm": 0.22833120822906494,
"learning_rate": 5.695865504800327e-05,
"loss": 0.2791,
"step": 51
},
{
"epoch": 0.00825214899713467,
"grad_norm": 0.12489762902259827,
"learning_rate": 5.174497483512506e-05,
"loss": 0.1671,
"step": 54
},
{
"epoch": 0.00825214899713467,
"eval_loss": 0.28554975986480713,
"eval_runtime": 296.7155,
"eval_samples_per_second": 37.143,
"eval_steps_per_second": 4.644,
"step": 54
},
{
"epoch": 0.008710601719197708,
"grad_norm": 0.19015756249427795,
"learning_rate": 4.6512176312793736e-05,
"loss": 0.3258,
"step": 57
},
{
"epoch": 0.009169054441260744,
"grad_norm": 0.1945570856332779,
"learning_rate": 4.131759111665349e-05,
"loss": 0.3784,
"step": 60
},
{
"epoch": 0.009627507163323782,
"grad_norm": 0.2393001914024353,
"learning_rate": 3.6218132209150045e-05,
"loss": 0.3064,
"step": 63
},
{
"epoch": 0.009627507163323782,
"eval_loss": 0.2829715311527252,
"eval_runtime": 296.4782,
"eval_samples_per_second": 37.173,
"eval_steps_per_second": 4.648,
"step": 63
},
{
"epoch": 0.01008595988538682,
"grad_norm": 0.2453099638223648,
"learning_rate": 3.12696703292044e-05,
"loss": 0.4036,
"step": 66
},
{
"epoch": 0.010544412607449857,
"grad_norm": 0.2992512881755829,
"learning_rate": 2.6526421860705473e-05,
"loss": 0.24,
"step": 69
},
{
"epoch": 0.011002865329512893,
"grad_norm": 0.21949434280395508,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.3146,
"step": 72
},
{
"epoch": 0.011002865329512893,
"eval_loss": 0.2810784876346588,
"eval_runtime": 296.6441,
"eval_samples_per_second": 37.152,
"eval_steps_per_second": 4.645,
"step": 72
},
{
"epoch": 0.011461318051575931,
"grad_norm": 0.21194490790367126,
"learning_rate": 1.7860619515673033e-05,
"loss": 0.3362,
"step": 75
},
{
"epoch": 0.011919770773638969,
"grad_norm": 0.25095176696777344,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.262,
"step": 78
},
{
"epoch": 0.012378223495702006,
"grad_norm": 0.11870462447404861,
"learning_rate": 1.0599462319663905e-05,
"loss": 0.1055,
"step": 81
},
{
"epoch": 0.012378223495702006,
"eval_loss": 0.2801515460014343,
"eval_runtime": 296.9407,
"eval_samples_per_second": 37.115,
"eval_steps_per_second": 4.641,
"step": 81
},
{
"epoch": 0.012836676217765044,
"grad_norm": 0.16880249977111816,
"learning_rate": 7.597595192178702e-06,
"loss": 0.192,
"step": 84
},
{
"epoch": 0.01329512893982808,
"grad_norm": 0.30556225776672363,
"learning_rate": 5.060297685041659e-06,
"loss": 0.2727,
"step": 87
},
{
"epoch": 0.013753581661891117,
"grad_norm": 0.23559348285198212,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.2933,
"step": 90
},
{
"epoch": 0.013753581661891117,
"eval_loss": 0.2797732949256897,
"eval_runtime": 296.9853,
"eval_samples_per_second": 37.11,
"eval_steps_per_second": 4.64,
"step": 90
},
{
"epoch": 0.014212034383954155,
"grad_norm": 0.24415625631809235,
"learning_rate": 1.4852136862001764e-06,
"loss": 0.3288,
"step": 93
},
{
"epoch": 0.014670487106017193,
"grad_norm": 0.09298162907361984,
"learning_rate": 4.865965629214819e-07,
"loss": 0.0904,
"step": 96
},
{
"epoch": 0.015128939828080229,
"grad_norm": 0.007296608295291662,
"learning_rate": 3.04586490452119e-08,
"loss": 0.1468,
"step": 99
},
{
"epoch": 0.015128939828080229,
"eval_loss": 0.2796213924884796,
"eval_runtime": 296.5122,
"eval_samples_per_second": 37.169,
"eval_steps_per_second": 4.647,
"step": 99
}
],
"logging_steps": 3,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 9,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3.20235311726592e+16,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}