aleegis12's picture
Training in progress, step 100, checkpoint
86965a6 verified
raw
history blame
18.8 kB
{
"best_metric": 11.5,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.7017543859649122,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.007017543859649123,
"grad_norm": 0.00020061875693500042,
"learning_rate": 1e-05,
"loss": 46.0,
"step": 1
},
{
"epoch": 0.007017543859649123,
"eval_loss": 11.5,
"eval_runtime": 1.1045,
"eval_samples_per_second": 217.291,
"eval_steps_per_second": 54.323,
"step": 1
},
{
"epoch": 0.014035087719298246,
"grad_norm": 7.806254143361002e-05,
"learning_rate": 2e-05,
"loss": 46.0,
"step": 2
},
{
"epoch": 0.021052631578947368,
"grad_norm": 0.00010668490722309798,
"learning_rate": 3e-05,
"loss": 46.0,
"step": 3
},
{
"epoch": 0.028070175438596492,
"grad_norm": 0.000133075489429757,
"learning_rate": 4e-05,
"loss": 46.0,
"step": 4
},
{
"epoch": 0.03508771929824561,
"grad_norm": 4.940497092320584e-05,
"learning_rate": 5e-05,
"loss": 46.0,
"step": 5
},
{
"epoch": 0.042105263157894736,
"grad_norm": 9.403337026014924e-05,
"learning_rate": 6e-05,
"loss": 46.0,
"step": 6
},
{
"epoch": 0.04912280701754386,
"grad_norm": 9.405195305589586e-05,
"learning_rate": 7e-05,
"loss": 46.0,
"step": 7
},
{
"epoch": 0.056140350877192984,
"grad_norm": 0.00017732367268763483,
"learning_rate": 8e-05,
"loss": 46.0,
"step": 8
},
{
"epoch": 0.06315789473684211,
"grad_norm": 7.712566730333492e-05,
"learning_rate": 9e-05,
"loss": 46.0,
"step": 9
},
{
"epoch": 0.07017543859649122,
"grad_norm": 0.00010726985783549026,
"learning_rate": 0.0001,
"loss": 46.0,
"step": 10
},
{
"epoch": 0.07719298245614035,
"grad_norm": 0.00010846000077435747,
"learning_rate": 9.999316524962345e-05,
"loss": 46.0,
"step": 11
},
{
"epoch": 0.08421052631578947,
"grad_norm": 0.00021638412727043033,
"learning_rate": 9.997266286704631e-05,
"loss": 46.0,
"step": 12
},
{
"epoch": 0.0912280701754386,
"grad_norm": 0.00023320304171647877,
"learning_rate": 9.993849845741524e-05,
"loss": 46.0,
"step": 13
},
{
"epoch": 0.09824561403508772,
"grad_norm": 0.0002806849079206586,
"learning_rate": 9.989068136093873e-05,
"loss": 46.0,
"step": 14
},
{
"epoch": 0.10526315789473684,
"grad_norm": 9.014399984152988e-05,
"learning_rate": 9.98292246503335e-05,
"loss": 46.0,
"step": 15
},
{
"epoch": 0.11228070175438597,
"grad_norm": 8.092244388535619e-05,
"learning_rate": 9.975414512725057e-05,
"loss": 46.0,
"step": 16
},
{
"epoch": 0.11929824561403508,
"grad_norm": 0.00010682821448426694,
"learning_rate": 9.966546331768191e-05,
"loss": 46.0,
"step": 17
},
{
"epoch": 0.12631578947368421,
"grad_norm": 0.00014715925499331206,
"learning_rate": 9.956320346634876e-05,
"loss": 46.0,
"step": 18
},
{
"epoch": 0.13333333333333333,
"grad_norm": 0.00014980002015363425,
"learning_rate": 9.944739353007344e-05,
"loss": 46.0,
"step": 19
},
{
"epoch": 0.14035087719298245,
"grad_norm": 0.0001737991551635787,
"learning_rate": 9.931806517013612e-05,
"loss": 46.0,
"step": 20
},
{
"epoch": 0.14736842105263157,
"grad_norm": 0.00019362883176654577,
"learning_rate": 9.917525374361912e-05,
"loss": 46.0,
"step": 21
},
{
"epoch": 0.1543859649122807,
"grad_norm": 0.00013303550076670945,
"learning_rate": 9.901899829374047e-05,
"loss": 46.0,
"step": 22
},
{
"epoch": 0.16140350877192983,
"grad_norm": 0.00018823579011950642,
"learning_rate": 9.884934153917997e-05,
"loss": 46.0,
"step": 23
},
{
"epoch": 0.16842105263157894,
"grad_norm": 0.0002998728887178004,
"learning_rate": 9.86663298624003e-05,
"loss": 46.0,
"step": 24
},
{
"epoch": 0.17543859649122806,
"grad_norm": 9.449676872463897e-05,
"learning_rate": 9.847001329696653e-05,
"loss": 46.0,
"step": 25
},
{
"epoch": 0.1824561403508772,
"grad_norm": 0.00018421528511680663,
"learning_rate": 9.826044551386744e-05,
"loss": 46.0,
"step": 26
},
{
"epoch": 0.18947368421052632,
"grad_norm": 0.0002451211621519178,
"learning_rate": 9.803768380684242e-05,
"loss": 46.0,
"step": 27
},
{
"epoch": 0.19649122807017544,
"grad_norm": 0.00021305055997800082,
"learning_rate": 9.780178907671789e-05,
"loss": 46.0,
"step": 28
},
{
"epoch": 0.20350877192982456,
"grad_norm": 0.0004315518890507519,
"learning_rate": 9.755282581475769e-05,
"loss": 46.0,
"step": 29
},
{
"epoch": 0.21052631578947367,
"grad_norm": 0.0004159727832302451,
"learning_rate": 9.729086208503174e-05,
"loss": 46.0,
"step": 30
},
{
"epoch": 0.21754385964912282,
"grad_norm": 0.0002781561342999339,
"learning_rate": 9.701596950580806e-05,
"loss": 46.0,
"step": 31
},
{
"epoch": 0.22456140350877193,
"grad_norm": 0.00028718082467094064,
"learning_rate": 9.672822322997305e-05,
"loss": 46.0,
"step": 32
},
{
"epoch": 0.23157894736842105,
"grad_norm": 0.000403701706090942,
"learning_rate": 9.642770192448536e-05,
"loss": 46.0,
"step": 33
},
{
"epoch": 0.23859649122807017,
"grad_norm": 0.0002168155333492905,
"learning_rate": 9.611448774886924e-05,
"loss": 46.0,
"step": 34
},
{
"epoch": 0.24561403508771928,
"grad_norm": 0.000404708698624745,
"learning_rate": 9.578866633275288e-05,
"loss": 46.0,
"step": 35
},
{
"epoch": 0.25263157894736843,
"grad_norm": 0.00020163772569503635,
"learning_rate": 9.545032675245813e-05,
"loss": 46.0,
"step": 36
},
{
"epoch": 0.2596491228070175,
"grad_norm": 0.00015444487507920712,
"learning_rate": 9.509956150664796e-05,
"loss": 46.0,
"step": 37
},
{
"epoch": 0.26666666666666666,
"grad_norm": 0.0002228071098215878,
"learning_rate": 9.473646649103818e-05,
"loss": 46.0,
"step": 38
},
{
"epoch": 0.2736842105263158,
"grad_norm": 0.0002681512269191444,
"learning_rate": 9.43611409721806e-05,
"loss": 46.0,
"step": 39
},
{
"epoch": 0.2807017543859649,
"grad_norm": 0.00019258982501924038,
"learning_rate": 9.397368756032445e-05,
"loss": 46.0,
"step": 40
},
{
"epoch": 0.28771929824561404,
"grad_norm": 0.0001639794063521549,
"learning_rate": 9.357421218136386e-05,
"loss": 46.0,
"step": 41
},
{
"epoch": 0.29473684210526313,
"grad_norm": 0.0004290377255529165,
"learning_rate": 9.316282404787871e-05,
"loss": 46.0,
"step": 42
},
{
"epoch": 0.3017543859649123,
"grad_norm": 0.0002691711124498397,
"learning_rate": 9.273963562927695e-05,
"loss": 46.0,
"step": 43
},
{
"epoch": 0.3087719298245614,
"grad_norm": 0.00019797404820565134,
"learning_rate": 9.230476262104677e-05,
"loss": 46.0,
"step": 44
},
{
"epoch": 0.3157894736842105,
"grad_norm": 0.00041717771091498435,
"learning_rate": 9.185832391312644e-05,
"loss": 46.0,
"step": 45
},
{
"epoch": 0.32280701754385965,
"grad_norm": 0.00022527396504301578,
"learning_rate": 9.140044155740101e-05,
"loss": 46.0,
"step": 46
},
{
"epoch": 0.3298245614035088,
"grad_norm": 0.0008209713269025087,
"learning_rate": 9.093124073433463e-05,
"loss": 46.0,
"step": 47
},
{
"epoch": 0.3368421052631579,
"grad_norm": 0.000559433305170387,
"learning_rate": 9.045084971874738e-05,
"loss": 46.0,
"step": 48
},
{
"epoch": 0.34385964912280703,
"grad_norm": 0.0007027975516393781,
"learning_rate": 8.995939984474624e-05,
"loss": 46.0,
"step": 49
},
{
"epoch": 0.3508771929824561,
"grad_norm": 0.0005637676222249866,
"learning_rate": 8.945702546981969e-05,
"loss": 46.0,
"step": 50
},
{
"epoch": 0.3508771929824561,
"eval_loss": 11.5,
"eval_runtime": 1.0968,
"eval_samples_per_second": 218.823,
"eval_steps_per_second": 54.706,
"step": 50
},
{
"epoch": 0.35789473684210527,
"grad_norm": 0.00016992677410598844,
"learning_rate": 8.894386393810563e-05,
"loss": 46.0,
"step": 51
},
{
"epoch": 0.3649122807017544,
"grad_norm": 0.00024122599279507995,
"learning_rate": 8.842005554284296e-05,
"loss": 46.0,
"step": 52
},
{
"epoch": 0.3719298245614035,
"grad_norm": 0.0003817870165221393,
"learning_rate": 8.788574348801675e-05,
"loss": 46.0,
"step": 53
},
{
"epoch": 0.37894736842105264,
"grad_norm": 0.0003330120234750211,
"learning_rate": 8.73410738492077e-05,
"loss": 46.0,
"step": 54
},
{
"epoch": 0.38596491228070173,
"grad_norm": 0.0002917659003287554,
"learning_rate": 8.678619553365659e-05,
"loss": 46.0,
"step": 55
},
{
"epoch": 0.3929824561403509,
"grad_norm": 0.0006484437035396695,
"learning_rate": 8.622126023955446e-05,
"loss": 46.0,
"step": 56
},
{
"epoch": 0.4,
"grad_norm": 0.00037430142401717603,
"learning_rate": 8.564642241456986e-05,
"loss": 46.0,
"step": 57
},
{
"epoch": 0.4070175438596491,
"grad_norm": 0.0002101289719576016,
"learning_rate": 8.506183921362443e-05,
"loss": 46.0,
"step": 58
},
{
"epoch": 0.41403508771929826,
"grad_norm": 0.0009520339663140476,
"learning_rate": 8.44676704559283e-05,
"loss": 46.0,
"step": 59
},
{
"epoch": 0.42105263157894735,
"grad_norm": 0.0001551232417114079,
"learning_rate": 8.386407858128706e-05,
"loss": 46.0,
"step": 60
},
{
"epoch": 0.4280701754385965,
"grad_norm": 0.00027248499100096524,
"learning_rate": 8.32512286056924e-05,
"loss": 46.0,
"step": 61
},
{
"epoch": 0.43508771929824563,
"grad_norm": 0.00037741358391940594,
"learning_rate": 8.262928807620843e-05,
"loss": 46.0,
"step": 62
},
{
"epoch": 0.4421052631578947,
"grad_norm": 0.0003876444243360311,
"learning_rate": 8.199842702516583e-05,
"loss": 46.0,
"step": 63
},
{
"epoch": 0.44912280701754387,
"grad_norm": 0.0006777740782126784,
"learning_rate": 8.135881792367686e-05,
"loss": 46.0,
"step": 64
},
{
"epoch": 0.45614035087719296,
"grad_norm": 0.0012184716761112213,
"learning_rate": 8.07106356344834e-05,
"loss": 46.0,
"step": 65
},
{
"epoch": 0.4631578947368421,
"grad_norm": 0.0008168865460902452,
"learning_rate": 8.005405736415126e-05,
"loss": 46.0,
"step": 66
},
{
"epoch": 0.47017543859649125,
"grad_norm": 0.000758745358325541,
"learning_rate": 7.938926261462366e-05,
"loss": 46.0,
"step": 67
},
{
"epoch": 0.47719298245614034,
"grad_norm": 0.0006636683247052133,
"learning_rate": 7.871643313414718e-05,
"loss": 46.0,
"step": 68
},
{
"epoch": 0.4842105263157895,
"grad_norm": 0.0008390068542212248,
"learning_rate": 7.803575286758364e-05,
"loss": 46.0,
"step": 69
},
{
"epoch": 0.49122807017543857,
"grad_norm": 0.0006774223293177783,
"learning_rate": 7.734740790612136e-05,
"loss": 46.0,
"step": 70
},
{
"epoch": 0.4982456140350877,
"grad_norm": 0.0005163708119653165,
"learning_rate": 7.66515864363997e-05,
"loss": 46.0,
"step": 71
},
{
"epoch": 0.5052631578947369,
"grad_norm": 0.0004945173277519643,
"learning_rate": 7.594847868906076e-05,
"loss": 46.0,
"step": 72
},
{
"epoch": 0.512280701754386,
"grad_norm": 0.0005256068543531001,
"learning_rate": 7.52382768867422e-05,
"loss": 46.0,
"step": 73
},
{
"epoch": 0.519298245614035,
"grad_norm": 0.0005139819113537669,
"learning_rate": 7.452117519152542e-05,
"loss": 46.0,
"step": 74
},
{
"epoch": 0.5263157894736842,
"grad_norm": 0.0004550243611447513,
"learning_rate": 7.379736965185368e-05,
"loss": 46.0,
"step": 75
},
{
"epoch": 0.5333333333333333,
"grad_norm": 0.00043635969632305205,
"learning_rate": 7.30670581489344e-05,
"loss": 46.0,
"step": 76
},
{
"epoch": 0.5403508771929825,
"grad_norm": 0.0006331346230581403,
"learning_rate": 7.233044034264034e-05,
"loss": 46.0,
"step": 77
},
{
"epoch": 0.5473684210526316,
"grad_norm": 0.0004974288167431951,
"learning_rate": 7.158771761692464e-05,
"loss": 46.0,
"step": 78
},
{
"epoch": 0.5543859649122806,
"grad_norm": 0.0005846290150657296,
"learning_rate": 7.083909302476453e-05,
"loss": 46.0,
"step": 79
},
{
"epoch": 0.5614035087719298,
"grad_norm": 0.0005237945006228983,
"learning_rate": 7.008477123264848e-05,
"loss": 46.0,
"step": 80
},
{
"epoch": 0.5684210526315789,
"grad_norm": 0.0013588903238996863,
"learning_rate": 6.932495846462261e-05,
"loss": 46.0,
"step": 81
},
{
"epoch": 0.5754385964912281,
"grad_norm": 0.0009017832926474512,
"learning_rate": 6.855986244591104e-05,
"loss": 46.0,
"step": 82
},
{
"epoch": 0.5824561403508772,
"grad_norm": 0.0013364552287384868,
"learning_rate": 6.778969234612584e-05,
"loss": 46.0,
"step": 83
},
{
"epoch": 0.5894736842105263,
"grad_norm": 0.000804063631221652,
"learning_rate": 6.701465872208216e-05,
"loss": 46.0,
"step": 84
},
{
"epoch": 0.5964912280701754,
"grad_norm": 0.00028009572997689247,
"learning_rate": 6.623497346023418e-05,
"loss": 46.0,
"step": 85
},
{
"epoch": 0.6035087719298246,
"grad_norm": 0.0004635858058463782,
"learning_rate": 6.545084971874738e-05,
"loss": 46.0,
"step": 86
},
{
"epoch": 0.6105263157894737,
"grad_norm": 0.0007386226789094508,
"learning_rate": 6.466250186922325e-05,
"loss": 46.0,
"step": 87
},
{
"epoch": 0.6175438596491228,
"grad_norm": 0.0006908184732310474,
"learning_rate": 6.387014543809223e-05,
"loss": 46.0,
"step": 88
},
{
"epoch": 0.624561403508772,
"grad_norm": 0.0005756872124038637,
"learning_rate": 6.307399704769099e-05,
"loss": 46.0,
"step": 89
},
{
"epoch": 0.631578947368421,
"grad_norm": 0.0008314863662235439,
"learning_rate": 6.227427435703997e-05,
"loss": 46.0,
"step": 90
},
{
"epoch": 0.6385964912280702,
"grad_norm": 0.0009118097368627787,
"learning_rate": 6.147119600233758e-05,
"loss": 46.0,
"step": 91
},
{
"epoch": 0.6456140350877193,
"grad_norm": 0.00096079584909603,
"learning_rate": 6.066498153718735e-05,
"loss": 46.0,
"step": 92
},
{
"epoch": 0.6526315789473685,
"grad_norm": 0.00028384977485984564,
"learning_rate": 5.985585137257401e-05,
"loss": 46.0,
"step": 93
},
{
"epoch": 0.6596491228070176,
"grad_norm": 0.00168180325999856,
"learning_rate": 5.90440267166055e-05,
"loss": 46.0,
"step": 94
},
{
"epoch": 0.6666666666666666,
"grad_norm": 0.00037511897971853614,
"learning_rate": 5.8229729514036705e-05,
"loss": 46.0,
"step": 95
},
{
"epoch": 0.6736842105263158,
"grad_norm": 0.0004227073222864419,
"learning_rate": 5.74131823855921e-05,
"loss": 46.0,
"step": 96
},
{
"epoch": 0.6807017543859649,
"grad_norm": 0.0004913430893793702,
"learning_rate": 5.6594608567103456e-05,
"loss": 46.0,
"step": 97
},
{
"epoch": 0.6877192982456141,
"grad_norm": 0.0006209049024619162,
"learning_rate": 5.577423184847932e-05,
"loss": 46.0,
"step": 98
},
{
"epoch": 0.6947368421052632,
"grad_norm": 0.0014801428187638521,
"learning_rate": 5.495227651252315e-05,
"loss": 46.0,
"step": 99
},
{
"epoch": 0.7017543859649122,
"grad_norm": 0.0015379255637526512,
"learning_rate": 5.4128967273616625e-05,
"loss": 46.0,
"step": 100
},
{
"epoch": 0.7017543859649122,
"eval_loss": 11.5,
"eval_runtime": 1.0916,
"eval_samples_per_second": 219.868,
"eval_steps_per_second": 54.967,
"step": 100
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 16079231385600.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}