aleegis10's picture
Training in progress, step 50, checkpoint
4e4361c verified
{
"best_metric": 0.7136812210083008,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.024351637647631805,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00048703275295263604,
"grad_norm": 0.9573298096656799,
"learning_rate": 2e-05,
"loss": 0.7861,
"step": 1
},
{
"epoch": 0.00048703275295263604,
"eval_loss": 0.8942872285842896,
"eval_runtime": 51.7477,
"eval_samples_per_second": 66.844,
"eval_steps_per_second": 8.368,
"step": 1
},
{
"epoch": 0.0009740655059052721,
"grad_norm": 1.1015108823776245,
"learning_rate": 4e-05,
"loss": 0.7208,
"step": 2
},
{
"epoch": 0.0014610982588579083,
"grad_norm": 0.8909242749214172,
"learning_rate": 6e-05,
"loss": 0.7673,
"step": 3
},
{
"epoch": 0.0019481310118105442,
"grad_norm": 0.7424329519271851,
"learning_rate": 8e-05,
"loss": 0.7395,
"step": 4
},
{
"epoch": 0.0024351637647631805,
"grad_norm": 0.9434481859207153,
"learning_rate": 0.0001,
"loss": 0.787,
"step": 5
},
{
"epoch": 0.0029221965177158166,
"grad_norm": 0.9193047285079956,
"learning_rate": 9.987820251299122e-05,
"loss": 0.7995,
"step": 6
},
{
"epoch": 0.0034092292706684527,
"grad_norm": 0.754969596862793,
"learning_rate": 9.951340343707852e-05,
"loss": 0.7585,
"step": 7
},
{
"epoch": 0.0038962620236210883,
"grad_norm": 0.7523470520973206,
"learning_rate": 9.890738003669029e-05,
"loss": 0.8996,
"step": 8
},
{
"epoch": 0.004383294776573725,
"grad_norm": 0.7241211533546448,
"learning_rate": 9.806308479691595e-05,
"loss": 0.7754,
"step": 9
},
{
"epoch": 0.004870327529526361,
"grad_norm": 0.7039156556129456,
"learning_rate": 9.698463103929542e-05,
"loss": 0.7447,
"step": 10
},
{
"epoch": 0.005357360282478997,
"grad_norm": 0.6671916246414185,
"learning_rate": 9.567727288213005e-05,
"loss": 0.7752,
"step": 11
},
{
"epoch": 0.005844393035431633,
"grad_norm": 0.6283051371574402,
"learning_rate": 9.414737964294636e-05,
"loss": 0.6935,
"step": 12
},
{
"epoch": 0.006331425788384269,
"grad_norm": 0.6730511784553528,
"learning_rate": 9.24024048078213e-05,
"loss": 0.8745,
"step": 13
},
{
"epoch": 0.006818458541336905,
"grad_norm": 0.6273585557937622,
"learning_rate": 9.045084971874738e-05,
"loss": 0.7794,
"step": 14
},
{
"epoch": 0.0073054912942895405,
"grad_norm": 0.7080639004707336,
"learning_rate": 8.83022221559489e-05,
"loss": 0.7291,
"step": 15
},
{
"epoch": 0.007792524047242177,
"grad_norm": 0.7021536827087402,
"learning_rate": 8.596699001693255e-05,
"loss": 0.7387,
"step": 16
},
{
"epoch": 0.008279556800194814,
"grad_norm": 0.7203246355056763,
"learning_rate": 8.345653031794292e-05,
"loss": 0.7773,
"step": 17
},
{
"epoch": 0.00876658955314745,
"grad_norm": 0.6584762930870056,
"learning_rate": 8.07830737662829e-05,
"loss": 0.7241,
"step": 18
},
{
"epoch": 0.009253622306100086,
"grad_norm": 0.7460336089134216,
"learning_rate": 7.795964517353735e-05,
"loss": 0.7961,
"step": 19
},
{
"epoch": 0.009740655059052722,
"grad_norm": 0.7008330821990967,
"learning_rate": 7.500000000000001e-05,
"loss": 0.7538,
"step": 20
},
{
"epoch": 0.010227687812005358,
"grad_norm": 0.7185075283050537,
"learning_rate": 7.191855733945387e-05,
"loss": 0.7684,
"step": 21
},
{
"epoch": 0.010714720564957994,
"grad_norm": 0.64677494764328,
"learning_rate": 6.873032967079561e-05,
"loss": 0.7141,
"step": 22
},
{
"epoch": 0.01120175331791063,
"grad_norm": 0.6538144946098328,
"learning_rate": 6.545084971874738e-05,
"loss": 0.7265,
"step": 23
},
{
"epoch": 0.011688786070863266,
"grad_norm": 0.645527184009552,
"learning_rate": 6.209609477998338e-05,
"loss": 0.7708,
"step": 24
},
{
"epoch": 0.012175818823815902,
"grad_norm": 0.627602756023407,
"learning_rate": 5.868240888334653e-05,
"loss": 0.7138,
"step": 25
},
{
"epoch": 0.012175818823815902,
"eval_loss": 0.7274222373962402,
"eval_runtime": 51.8201,
"eval_samples_per_second": 66.75,
"eval_steps_per_second": 8.356,
"step": 25
},
{
"epoch": 0.012662851576768538,
"grad_norm": 0.6254714131355286,
"learning_rate": 5.522642316338268e-05,
"loss": 0.8063,
"step": 26
},
{
"epoch": 0.013149884329721175,
"grad_norm": 0.6492407917976379,
"learning_rate": 5.174497483512506e-05,
"loss": 0.7139,
"step": 27
},
{
"epoch": 0.01363691708267381,
"grad_norm": 0.6935194730758667,
"learning_rate": 4.825502516487497e-05,
"loss": 0.771,
"step": 28
},
{
"epoch": 0.014123949835626447,
"grad_norm": 0.6273863911628723,
"learning_rate": 4.477357683661734e-05,
"loss": 0.7476,
"step": 29
},
{
"epoch": 0.014610982588579081,
"grad_norm": 0.6156079769134521,
"learning_rate": 4.131759111665349e-05,
"loss": 0.6538,
"step": 30
},
{
"epoch": 0.015098015341531717,
"grad_norm": 0.7052273154258728,
"learning_rate": 3.790390522001662e-05,
"loss": 0.6745,
"step": 31
},
{
"epoch": 0.015585048094484353,
"grad_norm": 0.6338075995445251,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.6955,
"step": 32
},
{
"epoch": 0.01607208084743699,
"grad_norm": 0.6787643432617188,
"learning_rate": 3.12696703292044e-05,
"loss": 0.7626,
"step": 33
},
{
"epoch": 0.016559113600389627,
"grad_norm": 0.6908796429634094,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.7369,
"step": 34
},
{
"epoch": 0.017046146353342263,
"grad_norm": 0.7850337624549866,
"learning_rate": 2.500000000000001e-05,
"loss": 0.8234,
"step": 35
},
{
"epoch": 0.0175331791062949,
"grad_norm": 0.6327264308929443,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.6598,
"step": 36
},
{
"epoch": 0.018020211859247535,
"grad_norm": 0.6976511478424072,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.6776,
"step": 37
},
{
"epoch": 0.01850724461220017,
"grad_norm": 0.7151832580566406,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.7479,
"step": 38
},
{
"epoch": 0.018994277365152808,
"grad_norm": 0.6975402235984802,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.6475,
"step": 39
},
{
"epoch": 0.019481310118105444,
"grad_norm": 0.6512317657470703,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.7253,
"step": 40
},
{
"epoch": 0.01996834287105808,
"grad_norm": 0.6642155647277832,
"learning_rate": 9.549150281252633e-06,
"loss": 0.6675,
"step": 41
},
{
"epoch": 0.020455375624010716,
"grad_norm": 0.7088849544525146,
"learning_rate": 7.597595192178702e-06,
"loss": 0.6854,
"step": 42
},
{
"epoch": 0.020942408376963352,
"grad_norm": 0.765938937664032,
"learning_rate": 5.852620357053651e-06,
"loss": 0.6859,
"step": 43
},
{
"epoch": 0.021429441129915988,
"grad_norm": 0.7077057957649231,
"learning_rate": 4.322727117869951e-06,
"loss": 0.6543,
"step": 44
},
{
"epoch": 0.021916473882868624,
"grad_norm": 0.7243754863739014,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.7089,
"step": 45
},
{
"epoch": 0.02240350663582126,
"grad_norm": 0.7536875009536743,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.6674,
"step": 46
},
{
"epoch": 0.022890539388773896,
"grad_norm": 0.7189517617225647,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.6465,
"step": 47
},
{
"epoch": 0.023377572141726533,
"grad_norm": 0.7736000418663025,
"learning_rate": 4.865965629214819e-07,
"loss": 0.6447,
"step": 48
},
{
"epoch": 0.02386460489467917,
"grad_norm": 0.872376024723053,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.7028,
"step": 49
},
{
"epoch": 0.024351637647631805,
"grad_norm": 0.932105302810669,
"learning_rate": 0.0,
"loss": 0.5758,
"step": 50
},
{
"epoch": 0.024351637647631805,
"eval_loss": 0.7136812210083008,
"eval_runtime": 51.7795,
"eval_samples_per_second": 66.802,
"eval_steps_per_second": 8.362,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3603404933824512.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}