eeeebbb2's picture
Training in progress, step 50, checkpoint
d91feca verified
raw
history blame
10.2 kB
{
"best_metric": 0.1284322291612625,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.14875418371141688,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0029750836742283376,
"grad_norm": 94.49833679199219,
"learning_rate": 5e-05,
"loss": 110.0389,
"step": 1
},
{
"epoch": 0.0029750836742283376,
"eval_loss": 6.522195339202881,
"eval_runtime": 2.9036,
"eval_samples_per_second": 17.22,
"eval_steps_per_second": 4.477,
"step": 1
},
{
"epoch": 0.005950167348456675,
"grad_norm": 94.23184204101562,
"learning_rate": 0.0001,
"loss": 107.5397,
"step": 2
},
{
"epoch": 0.008925251022685012,
"grad_norm": 85.81897735595703,
"learning_rate": 9.990365154573717e-05,
"loss": 104.0706,
"step": 3
},
{
"epoch": 0.01190033469691335,
"grad_norm": 93.9833984375,
"learning_rate": 9.961501876182148e-05,
"loss": 83.8273,
"step": 4
},
{
"epoch": 0.014875418371141688,
"grad_norm": 75.50196838378906,
"learning_rate": 9.913533761814537e-05,
"loss": 62.3496,
"step": 5
},
{
"epoch": 0.017850502045370024,
"grad_norm": 73.75382995605469,
"learning_rate": 9.846666218300807e-05,
"loss": 47.1918,
"step": 6
},
{
"epoch": 0.020825585719598364,
"grad_norm": 58.85063934326172,
"learning_rate": 9.761185582727977e-05,
"loss": 36.059,
"step": 7
},
{
"epoch": 0.0238006693938267,
"grad_norm": 46.654170989990234,
"learning_rate": 9.657457896300791e-05,
"loss": 29.4482,
"step": 8
},
{
"epoch": 0.02677575306805504,
"grad_norm": 42.541351318359375,
"learning_rate": 9.535927336897098e-05,
"loss": 23.1892,
"step": 9
},
{
"epoch": 0.029750836742283376,
"grad_norm": 42.09115219116211,
"learning_rate": 9.397114317029975e-05,
"loss": 17.4144,
"step": 10
},
{
"epoch": 0.03272592041651171,
"grad_norm": 38.61639404296875,
"learning_rate": 9.241613255361455e-05,
"loss": 13.7265,
"step": 11
},
{
"epoch": 0.03570100409074005,
"grad_norm": 39.79591369628906,
"learning_rate": 9.070090031310558e-05,
"loss": 11.5362,
"step": 12
},
{
"epoch": 0.03867608776496839,
"grad_norm": 41.74700164794922,
"learning_rate": 8.883279133655399e-05,
"loss": 10.3744,
"step": 13
},
{
"epoch": 0.04165117143919673,
"grad_norm": 28.49478530883789,
"learning_rate": 8.681980515339464e-05,
"loss": 7.2114,
"step": 14
},
{
"epoch": 0.044626255113425065,
"grad_norm": 67.33341217041016,
"learning_rate": 8.467056167950311e-05,
"loss": 10.6912,
"step": 15
},
{
"epoch": 0.0476013387876534,
"grad_norm": 67.70757293701172,
"learning_rate": 8.239426430539243e-05,
"loss": 7.0669,
"step": 16
},
{
"epoch": 0.05057642246188174,
"grad_norm": 58.75659942626953,
"learning_rate": 8.000066048588211e-05,
"loss": 4.9047,
"step": 17
},
{
"epoch": 0.05355150613611008,
"grad_norm": 32.62245559692383,
"learning_rate": 7.75e-05,
"loss": 4.4634,
"step": 18
},
{
"epoch": 0.056526589810338417,
"grad_norm": 26.23690414428711,
"learning_rate": 7.490299105985507e-05,
"loss": 4.2252,
"step": 19
},
{
"epoch": 0.05950167348456675,
"grad_norm": 23.85607147216797,
"learning_rate": 7.222075445642904e-05,
"loss": 4.3725,
"step": 20
},
{
"epoch": 0.06247675715879509,
"grad_norm": 21.009428024291992,
"learning_rate": 6.946477593864228e-05,
"loss": 3.7226,
"step": 21
},
{
"epoch": 0.06545184083302343,
"grad_norm": 13.951952934265137,
"learning_rate": 6.664685702961344e-05,
"loss": 3.2343,
"step": 22
},
{
"epoch": 0.06842692450725177,
"grad_norm": 9.990436553955078,
"learning_rate": 6.377906449072578e-05,
"loss": 3.0301,
"step": 23
},
{
"epoch": 0.0714020081814801,
"grad_norm": 25.964582443237305,
"learning_rate": 6.087367864990233e-05,
"loss": 3.2149,
"step": 24
},
{
"epoch": 0.07437709185570844,
"grad_norm": 26.048837661743164,
"learning_rate": 5.794314081535644e-05,
"loss": 3.1906,
"step": 25
},
{
"epoch": 0.07437709185570844,
"eval_loss": 0.2122662216424942,
"eval_runtime": 2.9074,
"eval_samples_per_second": 17.198,
"eval_steps_per_second": 4.471,
"step": 25
},
{
"epoch": 0.07735217552993678,
"grad_norm": 39.105255126953125,
"learning_rate": 5.500000000000001e-05,
"loss": 3.2978,
"step": 26
},
{
"epoch": 0.08032725920416511,
"grad_norm": 29.777935028076172,
"learning_rate": 5.205685918464356e-05,
"loss": 4.3169,
"step": 27
},
{
"epoch": 0.08330234287839346,
"grad_norm": 34.50019454956055,
"learning_rate": 4.912632135009769e-05,
"loss": 3.5684,
"step": 28
},
{
"epoch": 0.08627742655262179,
"grad_norm": 16.251876831054688,
"learning_rate": 4.6220935509274235e-05,
"loss": 2.9726,
"step": 29
},
{
"epoch": 0.08925251022685013,
"grad_norm": 35.28190994262695,
"learning_rate": 4.3353142970386564e-05,
"loss": 3.0923,
"step": 30
},
{
"epoch": 0.09222759390107847,
"grad_norm": 33.3674430847168,
"learning_rate": 4.053522406135775e-05,
"loss": 2.8551,
"step": 31
},
{
"epoch": 0.0952026775753068,
"grad_norm": 23.594511032104492,
"learning_rate": 3.777924554357096e-05,
"loss": 2.7141,
"step": 32
},
{
"epoch": 0.09817776124953514,
"grad_norm": 22.697614669799805,
"learning_rate": 3.509700894014496e-05,
"loss": 2.7784,
"step": 33
},
{
"epoch": 0.10115284492376347,
"grad_norm": 16.394115447998047,
"learning_rate": 3.250000000000001e-05,
"loss": 2.4427,
"step": 34
},
{
"epoch": 0.10412792859799182,
"grad_norm": 14.120108604431152,
"learning_rate": 2.9999339514117912e-05,
"loss": 2.3841,
"step": 35
},
{
"epoch": 0.10710301227222016,
"grad_norm": 6.709747791290283,
"learning_rate": 2.760573569460757e-05,
"loss": 2.0642,
"step": 36
},
{
"epoch": 0.11007809594644849,
"grad_norm": 19.074462890625,
"learning_rate": 2.53294383204969e-05,
"loss": 2.2314,
"step": 37
},
{
"epoch": 0.11305317962067683,
"grad_norm": 18.0113525390625,
"learning_rate": 2.3180194846605367e-05,
"loss": 2.2726,
"step": 38
},
{
"epoch": 0.11602826329490516,
"grad_norm": 14.895197868347168,
"learning_rate": 2.1167208663446025e-05,
"loss": 2.2632,
"step": 39
},
{
"epoch": 0.1190033469691335,
"grad_norm": 32.464725494384766,
"learning_rate": 1.9299099686894423e-05,
"loss": 3.7555,
"step": 40
},
{
"epoch": 0.12197843064336185,
"grad_norm": 38.17766189575195,
"learning_rate": 1.758386744638546e-05,
"loss": 4.1778,
"step": 41
},
{
"epoch": 0.12495351431759018,
"grad_norm": 29.950498580932617,
"learning_rate": 1.602885682970026e-05,
"loss": 3.3807,
"step": 42
},
{
"epoch": 0.12792859799181852,
"grad_norm": 27.437570571899414,
"learning_rate": 1.464072663102903e-05,
"loss": 3.1036,
"step": 43
},
{
"epoch": 0.13090368166604685,
"grad_norm": 18.265331268310547,
"learning_rate": 1.3425421036992098e-05,
"loss": 2.4419,
"step": 44
},
{
"epoch": 0.1338787653402752,
"grad_norm": 11.058792114257812,
"learning_rate": 1.2388144172720251e-05,
"loss": 2.1983,
"step": 45
},
{
"epoch": 0.13685384901450354,
"grad_norm": 12.375876426696777,
"learning_rate": 1.1533337816991932e-05,
"loss": 2.0319,
"step": 46
},
{
"epoch": 0.13982893268873187,
"grad_norm": 10.287103652954102,
"learning_rate": 1.0864662381854632e-05,
"loss": 2.2049,
"step": 47
},
{
"epoch": 0.1428040163629602,
"grad_norm": 8.568561553955078,
"learning_rate": 1.0384981238178534e-05,
"loss": 1.8594,
"step": 48
},
{
"epoch": 0.14577910003718855,
"grad_norm": 10.927348136901855,
"learning_rate": 1.0096348454262845e-05,
"loss": 1.6348,
"step": 49
},
{
"epoch": 0.14875418371141688,
"grad_norm": 16.63982582092285,
"learning_rate": 1e-05,
"loss": 1.8796,
"step": 50
},
{
"epoch": 0.14875418371141688,
"eval_loss": 0.1284322291612625,
"eval_runtime": 2.9278,
"eval_samples_per_second": 17.078,
"eval_steps_per_second": 4.44,
"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": 1,
"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": 5.259104775831552e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}