farmery's picture
Training in progress, step 75, checkpoint
0fa8488 verified
raw
history blame
14.7 kB
{
"best_metric": 0.587303638458252,
"best_model_checkpoint": "miner_id_24/checkpoint-75",
"epoch": 0.6984866123399301,
"eval_steps": 25,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.009313154831199068,
"grad_norm": 4.13957405090332,
"learning_rate": 2e-05,
"loss": 1.6206,
"step": 1
},
{
"epoch": 0.009313154831199068,
"eval_loss": 2.42331862449646,
"eval_runtime": 16.7951,
"eval_samples_per_second": 86.156,
"eval_steps_per_second": 5.418,
"step": 1
},
{
"epoch": 0.018626309662398137,
"grad_norm": 5.211028575897217,
"learning_rate": 4e-05,
"loss": 1.9336,
"step": 2
},
{
"epoch": 0.027939464493597205,
"grad_norm": 5.437460899353027,
"learning_rate": 6e-05,
"loss": 1.9453,
"step": 3
},
{
"epoch": 0.037252619324796274,
"grad_norm": 4.105167865753174,
"learning_rate": 8e-05,
"loss": 1.6002,
"step": 4
},
{
"epoch": 0.046565774155995346,
"grad_norm": 3.570579767227173,
"learning_rate": 0.0001,
"loss": 1.3408,
"step": 5
},
{
"epoch": 0.05587892898719441,
"grad_norm": 2.802839756011963,
"learning_rate": 9.997266286704631e-05,
"loss": 1.1321,
"step": 6
},
{
"epoch": 0.06519208381839348,
"grad_norm": 2.4726405143737793,
"learning_rate": 9.989068136093873e-05,
"loss": 1.0462,
"step": 7
},
{
"epoch": 0.07450523864959255,
"grad_norm": 1.6714907884597778,
"learning_rate": 9.975414512725057e-05,
"loss": 0.9939,
"step": 8
},
{
"epoch": 0.08381839348079162,
"grad_norm": 1.7399799823760986,
"learning_rate": 9.956320346634876e-05,
"loss": 0.9237,
"step": 9
},
{
"epoch": 0.09313154831199069,
"grad_norm": 1.7758259773254395,
"learning_rate": 9.931806517013612e-05,
"loss": 0.9164,
"step": 10
},
{
"epoch": 0.10244470314318975,
"grad_norm": 1.526700735092163,
"learning_rate": 9.901899829374047e-05,
"loss": 0.8874,
"step": 11
},
{
"epoch": 0.11175785797438882,
"grad_norm": 1.484175682067871,
"learning_rate": 9.86663298624003e-05,
"loss": 0.8658,
"step": 12
},
{
"epoch": 0.1210710128055879,
"grad_norm": 2.3066554069519043,
"learning_rate": 9.826044551386744e-05,
"loss": 0.8771,
"step": 13
},
{
"epoch": 0.13038416763678695,
"grad_norm": 1.369391679763794,
"learning_rate": 9.780178907671789e-05,
"loss": 0.7882,
"step": 14
},
{
"epoch": 0.13969732246798602,
"grad_norm": 2.3046209812164307,
"learning_rate": 9.729086208503174e-05,
"loss": 0.8022,
"step": 15
},
{
"epoch": 0.1490104772991851,
"grad_norm": 1.3936975002288818,
"learning_rate": 9.672822322997305e-05,
"loss": 0.7166,
"step": 16
},
{
"epoch": 0.15832363213038417,
"grad_norm": 1.3665108680725098,
"learning_rate": 9.611448774886924e-05,
"loss": 0.7556,
"step": 17
},
{
"epoch": 0.16763678696158324,
"grad_norm": 0.9268532991409302,
"learning_rate": 9.545032675245813e-05,
"loss": 0.7559,
"step": 18
},
{
"epoch": 0.1769499417927823,
"grad_norm": 1.043634057044983,
"learning_rate": 9.473646649103818e-05,
"loss": 0.741,
"step": 19
},
{
"epoch": 0.18626309662398138,
"grad_norm": 1.2843759059906006,
"learning_rate": 9.397368756032445e-05,
"loss": 0.7239,
"step": 20
},
{
"epoch": 0.19557625145518046,
"grad_norm": 1.1267271041870117,
"learning_rate": 9.316282404787871e-05,
"loss": 0.7646,
"step": 21
},
{
"epoch": 0.2048894062863795,
"grad_norm": 1.0400360822677612,
"learning_rate": 9.230476262104677e-05,
"loss": 0.7485,
"step": 22
},
{
"epoch": 0.21420256111757857,
"grad_norm": 1.1732821464538574,
"learning_rate": 9.140044155740101e-05,
"loss": 0.7245,
"step": 23
},
{
"epoch": 0.22351571594877764,
"grad_norm": 1.28049898147583,
"learning_rate": 9.045084971874738e-05,
"loss": 0.7087,
"step": 24
},
{
"epoch": 0.23282887077997672,
"grad_norm": 1.5667166709899902,
"learning_rate": 8.945702546981969e-05,
"loss": 0.734,
"step": 25
},
{
"epoch": 0.23282887077997672,
"eval_loss": 0.7290714979171753,
"eval_runtime": 16.8674,
"eval_samples_per_second": 85.787,
"eval_steps_per_second": 5.395,
"step": 25
},
{
"epoch": 0.2421420256111758,
"grad_norm": 1.6958057880401611,
"learning_rate": 8.842005554284296e-05,
"loss": 0.7597,
"step": 26
},
{
"epoch": 0.25145518044237486,
"grad_norm": 1.23319411277771,
"learning_rate": 8.73410738492077e-05,
"loss": 0.6973,
"step": 27
},
{
"epoch": 0.2607683352735739,
"grad_norm": 0.9983011484146118,
"learning_rate": 8.622126023955446e-05,
"loss": 0.6683,
"step": 28
},
{
"epoch": 0.270081490104773,
"grad_norm": 0.9224321842193604,
"learning_rate": 8.506183921362443e-05,
"loss": 0.6433,
"step": 29
},
{
"epoch": 0.27939464493597205,
"grad_norm": 1.100515604019165,
"learning_rate": 8.386407858128706e-05,
"loss": 0.7131,
"step": 30
},
{
"epoch": 0.28870779976717115,
"grad_norm": 0.9684303402900696,
"learning_rate": 8.262928807620843e-05,
"loss": 0.6402,
"step": 31
},
{
"epoch": 0.2980209545983702,
"grad_norm": 0.9174941182136536,
"learning_rate": 8.135881792367686e-05,
"loss": 0.6461,
"step": 32
},
{
"epoch": 0.3073341094295693,
"grad_norm": 0.998300313949585,
"learning_rate": 8.005405736415126e-05,
"loss": 0.6634,
"step": 33
},
{
"epoch": 0.31664726426076834,
"grad_norm": 1.0989651679992676,
"learning_rate": 7.871643313414718e-05,
"loss": 0.6501,
"step": 34
},
{
"epoch": 0.3259604190919674,
"grad_norm": 1.152661919593811,
"learning_rate": 7.734740790612136e-05,
"loss": 0.7261,
"step": 35
},
{
"epoch": 0.3352735739231665,
"grad_norm": 1.1657490730285645,
"learning_rate": 7.594847868906076e-05,
"loss": 0.6728,
"step": 36
},
{
"epoch": 0.3445867287543655,
"grad_norm": 1.2655208110809326,
"learning_rate": 7.452117519152542e-05,
"loss": 0.6361,
"step": 37
},
{
"epoch": 0.3538998835855646,
"grad_norm": 1.10227632522583,
"learning_rate": 7.30670581489344e-05,
"loss": 0.6442,
"step": 38
},
{
"epoch": 0.36321303841676367,
"grad_norm": 0.8832430243492126,
"learning_rate": 7.158771761692464e-05,
"loss": 0.6495,
"step": 39
},
{
"epoch": 0.37252619324796277,
"grad_norm": 0.7977732419967651,
"learning_rate": 7.008477123264848e-05,
"loss": 0.6015,
"step": 40
},
{
"epoch": 0.3818393480791618,
"grad_norm": 0.8318562507629395,
"learning_rate": 6.855986244591104e-05,
"loss": 0.6,
"step": 41
},
{
"epoch": 0.3911525029103609,
"grad_norm": 0.8057540655136108,
"learning_rate": 6.701465872208216e-05,
"loss": 0.6115,
"step": 42
},
{
"epoch": 0.40046565774155995,
"grad_norm": 0.8961812853813171,
"learning_rate": 6.545084971874738e-05,
"loss": 0.6151,
"step": 43
},
{
"epoch": 0.409778812572759,
"grad_norm": 0.9129841923713684,
"learning_rate": 6.387014543809223e-05,
"loss": 0.5908,
"step": 44
},
{
"epoch": 0.4190919674039581,
"grad_norm": 0.970668613910675,
"learning_rate": 6.227427435703997e-05,
"loss": 0.6279,
"step": 45
},
{
"epoch": 0.42840512223515714,
"grad_norm": 0.9627373814582825,
"learning_rate": 6.066498153718735e-05,
"loss": 0.6181,
"step": 46
},
{
"epoch": 0.43771827706635624,
"grad_norm": 0.997525691986084,
"learning_rate": 5.90440267166055e-05,
"loss": 0.5777,
"step": 47
},
{
"epoch": 0.4470314318975553,
"grad_norm": 1.2201300859451294,
"learning_rate": 5.74131823855921e-05,
"loss": 0.6627,
"step": 48
},
{
"epoch": 0.4563445867287544,
"grad_norm": 1.1989392042160034,
"learning_rate": 5.577423184847932e-05,
"loss": 0.6586,
"step": 49
},
{
"epoch": 0.46565774155995343,
"grad_norm": 1.3301013708114624,
"learning_rate": 5.4128967273616625e-05,
"loss": 0.6635,
"step": 50
},
{
"epoch": 0.46565774155995343,
"eval_loss": 0.6151813268661499,
"eval_runtime": 16.7916,
"eval_samples_per_second": 86.174,
"eval_steps_per_second": 5.419,
"step": 50
},
{
"epoch": 0.47497089639115253,
"grad_norm": 2.323246717453003,
"learning_rate": 5.247918773366112e-05,
"loss": 0.6403,
"step": 51
},
{
"epoch": 0.4842840512223516,
"grad_norm": 1.077490210533142,
"learning_rate": 5.0826697238317935e-05,
"loss": 0.5904,
"step": 52
},
{
"epoch": 0.4935972060535506,
"grad_norm": 0.8611325621604919,
"learning_rate": 4.917330276168208e-05,
"loss": 0.5742,
"step": 53
},
{
"epoch": 0.5029103608847497,
"grad_norm": 1.0277608633041382,
"learning_rate": 4.7520812266338885e-05,
"loss": 0.594,
"step": 54
},
{
"epoch": 0.5122235157159488,
"grad_norm": 1.1187914609909058,
"learning_rate": 4.5871032726383386e-05,
"loss": 0.5995,
"step": 55
},
{
"epoch": 0.5215366705471478,
"grad_norm": 0.8779079914093018,
"learning_rate": 4.4225768151520694e-05,
"loss": 0.602,
"step": 56
},
{
"epoch": 0.5308498253783469,
"grad_norm": 0.9306710362434387,
"learning_rate": 4.2586817614407895e-05,
"loss": 0.5815,
"step": 57
},
{
"epoch": 0.540162980209546,
"grad_norm": 1.022081971168518,
"learning_rate": 4.095597328339452e-05,
"loss": 0.6049,
"step": 58
},
{
"epoch": 0.5494761350407451,
"grad_norm": 1.087207555770874,
"learning_rate": 3.933501846281267e-05,
"loss": 0.6495,
"step": 59
},
{
"epoch": 0.5587892898719441,
"grad_norm": 1.0766098499298096,
"learning_rate": 3.772572564296005e-05,
"loss": 0.6144,
"step": 60
},
{
"epoch": 0.5681024447031432,
"grad_norm": 1.2028203010559082,
"learning_rate": 3.612985456190778e-05,
"loss": 0.6065,
"step": 61
},
{
"epoch": 0.5774155995343423,
"grad_norm": 1.1321920156478882,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.5828,
"step": 62
},
{
"epoch": 0.5867287543655413,
"grad_norm": 1.5199047327041626,
"learning_rate": 3.298534127791785e-05,
"loss": 0.6298,
"step": 63
},
{
"epoch": 0.5960419091967404,
"grad_norm": 1.229564905166626,
"learning_rate": 3.144013755408895e-05,
"loss": 0.5927,
"step": 64
},
{
"epoch": 0.6053550640279395,
"grad_norm": 0.8759309649467468,
"learning_rate": 2.991522876735154e-05,
"loss": 0.5443,
"step": 65
},
{
"epoch": 0.6146682188591386,
"grad_norm": 0.7552090287208557,
"learning_rate": 2.8412282383075363e-05,
"loss": 0.5487,
"step": 66
},
{
"epoch": 0.6239813736903376,
"grad_norm": 0.9531745314598083,
"learning_rate": 2.693294185106562e-05,
"loss": 0.5292,
"step": 67
},
{
"epoch": 0.6332945285215367,
"grad_norm": 1.0337250232696533,
"learning_rate": 2.547882480847461e-05,
"loss": 0.5255,
"step": 68
},
{
"epoch": 0.6426076833527358,
"grad_norm": 0.9133326411247253,
"learning_rate": 2.405152131093926e-05,
"loss": 0.552,
"step": 69
},
{
"epoch": 0.6519208381839348,
"grad_norm": 0.99112468957901,
"learning_rate": 2.2652592093878666e-05,
"loss": 0.5296,
"step": 70
},
{
"epoch": 0.6612339930151339,
"grad_norm": 1.1152122020721436,
"learning_rate": 2.128356686585282e-05,
"loss": 0.5799,
"step": 71
},
{
"epoch": 0.670547147846333,
"grad_norm": 0.9779994487762451,
"learning_rate": 1.9945942635848748e-05,
"loss": 0.5775,
"step": 72
},
{
"epoch": 0.6798603026775321,
"grad_norm": 0.9947242736816406,
"learning_rate": 1.8641182076323148e-05,
"loss": 0.5926,
"step": 73
},
{
"epoch": 0.689173457508731,
"grad_norm": 1.2468385696411133,
"learning_rate": 1.7370711923791567e-05,
"loss": 0.5915,
"step": 74
},
{
"epoch": 0.6984866123399301,
"grad_norm": 1.1480826139450073,
"learning_rate": 1.6135921418712956e-05,
"loss": 0.5552,
"step": 75
},
{
"epoch": 0.6984866123399301,
"eval_loss": 0.587303638458252,
"eval_runtime": 16.8051,
"eval_samples_per_second": 86.105,
"eval_steps_per_second": 5.415,
"step": 75
}
],
"logging_steps": 1,
"max_steps": 100,
"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": false
},
"attributes": {}
}
},
"total_flos": 4.768391340490752e+17,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}