prxy5608's picture
Training in progress, step 100, checkpoint
67368da verified
raw
history blame
18.8 kB
{
"best_metric": 2.2500593662261963,
"best_model_checkpoint": "miner_id_24/checkpoint-100",
"epoch": 0.010127607859023698,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00010127607859023699,
"grad_norm": 31.39533233642578,
"learning_rate": 1e-05,
"loss": 5.6035,
"step": 1
},
{
"epoch": 0.00010127607859023699,
"eval_loss": 6.345576286315918,
"eval_runtime": 1568.5781,
"eval_samples_per_second": 10.602,
"eval_steps_per_second": 2.651,
"step": 1
},
{
"epoch": 0.00020255215718047398,
"grad_norm": 23.184526443481445,
"learning_rate": 2e-05,
"loss": 5.6016,
"step": 2
},
{
"epoch": 0.00030382823577071097,
"grad_norm": 30.848772048950195,
"learning_rate": 3e-05,
"loss": 5.0115,
"step": 3
},
{
"epoch": 0.00040510431436094796,
"grad_norm": 20.879568099975586,
"learning_rate": 4e-05,
"loss": 4.0997,
"step": 4
},
{
"epoch": 0.0005063803929511849,
"grad_norm": 56.598411560058594,
"learning_rate": 5e-05,
"loss": 3.3008,
"step": 5
},
{
"epoch": 0.0006076564715414219,
"grad_norm": 29.526737213134766,
"learning_rate": 6e-05,
"loss": 2.5314,
"step": 6
},
{
"epoch": 0.0007089325501316589,
"grad_norm": 12.449617385864258,
"learning_rate": 7e-05,
"loss": 1.7549,
"step": 7
},
{
"epoch": 0.0008102086287218959,
"grad_norm": 16.119483947753906,
"learning_rate": 8e-05,
"loss": 1.6059,
"step": 8
},
{
"epoch": 0.0009114847073121329,
"grad_norm": 9.31202220916748,
"learning_rate": 9e-05,
"loss": 1.5359,
"step": 9
},
{
"epoch": 0.0010127607859023698,
"grad_norm": 19.932828903198242,
"learning_rate": 0.0001,
"loss": 1.7887,
"step": 10
},
{
"epoch": 0.001114036864492607,
"grad_norm": 6.6560163497924805,
"learning_rate": 9.999316524962345e-05,
"loss": 1.1223,
"step": 11
},
{
"epoch": 0.0012153129430828439,
"grad_norm": 7.101311206817627,
"learning_rate": 9.997266286704631e-05,
"loss": 1.3276,
"step": 12
},
{
"epoch": 0.0013165890216730808,
"grad_norm": 5.894531726837158,
"learning_rate": 9.993849845741524e-05,
"loss": 1.4501,
"step": 13
},
{
"epoch": 0.0014178651002633178,
"grad_norm": 6.54768180847168,
"learning_rate": 9.989068136093873e-05,
"loss": 1.4689,
"step": 14
},
{
"epoch": 0.0015191411788535547,
"grad_norm": 6.256585597991943,
"learning_rate": 9.98292246503335e-05,
"loss": 1.5853,
"step": 15
},
{
"epoch": 0.0016204172574437918,
"grad_norm": 8.225622177124023,
"learning_rate": 9.975414512725057e-05,
"loss": 1.6304,
"step": 16
},
{
"epoch": 0.0017216933360340288,
"grad_norm": 5.209911346435547,
"learning_rate": 9.966546331768191e-05,
"loss": 1.3861,
"step": 17
},
{
"epoch": 0.0018229694146242657,
"grad_norm": 7.358743667602539,
"learning_rate": 9.956320346634876e-05,
"loss": 1.4267,
"step": 18
},
{
"epoch": 0.0019242454932145027,
"grad_norm": 5.794778823852539,
"learning_rate": 9.944739353007344e-05,
"loss": 1.4137,
"step": 19
},
{
"epoch": 0.0020255215718047396,
"grad_norm": 5.440245151519775,
"learning_rate": 9.931806517013612e-05,
"loss": 1.7719,
"step": 20
},
{
"epoch": 0.0021267976503949767,
"grad_norm": 9.398520469665527,
"learning_rate": 9.917525374361912e-05,
"loss": 1.8461,
"step": 21
},
{
"epoch": 0.002228073728985214,
"grad_norm": 7.62516975402832,
"learning_rate": 9.901899829374047e-05,
"loss": 1.8011,
"step": 22
},
{
"epoch": 0.0023293498075754506,
"grad_norm": 4.325904369354248,
"learning_rate": 9.884934153917997e-05,
"loss": 1.4682,
"step": 23
},
{
"epoch": 0.0024306258861656878,
"grad_norm": 6.48047399520874,
"learning_rate": 9.86663298624003e-05,
"loss": 1.8256,
"step": 24
},
{
"epoch": 0.0025319019647559245,
"grad_norm": 6.384871482849121,
"learning_rate": 9.847001329696653e-05,
"loss": 1.6956,
"step": 25
},
{
"epoch": 0.0026331780433461616,
"grad_norm": 4.6459126472473145,
"learning_rate": 9.826044551386744e-05,
"loss": 1.6426,
"step": 26
},
{
"epoch": 0.002734454121936399,
"grad_norm": 5.729737758636475,
"learning_rate": 9.803768380684242e-05,
"loss": 1.5419,
"step": 27
},
{
"epoch": 0.0028357302005266355,
"grad_norm": 4.571890830993652,
"learning_rate": 9.780178907671789e-05,
"loss": 1.6178,
"step": 28
},
{
"epoch": 0.0029370062791168727,
"grad_norm": 4.613413333892822,
"learning_rate": 9.755282581475769e-05,
"loss": 1.6403,
"step": 29
},
{
"epoch": 0.0030382823577071094,
"grad_norm": 4.91149377822876,
"learning_rate": 9.729086208503174e-05,
"loss": 1.6804,
"step": 30
},
{
"epoch": 0.0031395584362973465,
"grad_norm": 7.935057163238525,
"learning_rate": 9.701596950580806e-05,
"loss": 2.2117,
"step": 31
},
{
"epoch": 0.0032408345148875837,
"grad_norm": 5.093746185302734,
"learning_rate": 9.672822322997305e-05,
"loss": 2.1726,
"step": 32
},
{
"epoch": 0.0033421105934778204,
"grad_norm": 4.15211296081543,
"learning_rate": 9.642770192448536e-05,
"loss": 1.9019,
"step": 33
},
{
"epoch": 0.0034433866720680576,
"grad_norm": 3.5006465911865234,
"learning_rate": 9.611448774886924e-05,
"loss": 1.7625,
"step": 34
},
{
"epoch": 0.0035446627506582947,
"grad_norm": 3.709160089492798,
"learning_rate": 9.578866633275288e-05,
"loss": 1.7127,
"step": 35
},
{
"epoch": 0.0036459388292485314,
"grad_norm": 3.0920586585998535,
"learning_rate": 9.545032675245813e-05,
"loss": 1.5979,
"step": 36
},
{
"epoch": 0.0037472149078387686,
"grad_norm": 2.882312536239624,
"learning_rate": 9.509956150664796e-05,
"loss": 1.7251,
"step": 37
},
{
"epoch": 0.0038484909864290053,
"grad_norm": 5.489690780639648,
"learning_rate": 9.473646649103818e-05,
"loss": 2.3286,
"step": 38
},
{
"epoch": 0.0039497670650192425,
"grad_norm": 7.151604652404785,
"learning_rate": 9.43611409721806e-05,
"loss": 2.8412,
"step": 39
},
{
"epoch": 0.004051043143609479,
"grad_norm": 8.030261993408203,
"learning_rate": 9.397368756032445e-05,
"loss": 3.1621,
"step": 40
},
{
"epoch": 0.004152319222199717,
"grad_norm": 7.285529136657715,
"learning_rate": 9.357421218136386e-05,
"loss": 2.7091,
"step": 41
},
{
"epoch": 0.0042535953007899535,
"grad_norm": 5.098424911499023,
"learning_rate": 9.316282404787871e-05,
"loss": 2.3983,
"step": 42
},
{
"epoch": 0.00435487137938019,
"grad_norm": 5.375723838806152,
"learning_rate": 9.273963562927695e-05,
"loss": 2.3807,
"step": 43
},
{
"epoch": 0.004456147457970428,
"grad_norm": 4.936964988708496,
"learning_rate": 9.230476262104677e-05,
"loss": 2.3285,
"step": 44
},
{
"epoch": 0.0045574235365606645,
"grad_norm": 4.360125541687012,
"learning_rate": 9.185832391312644e-05,
"loss": 2.291,
"step": 45
},
{
"epoch": 0.004658699615150901,
"grad_norm": 7.072688102722168,
"learning_rate": 9.140044155740101e-05,
"loss": 2.8103,
"step": 46
},
{
"epoch": 0.004759975693741138,
"grad_norm": 6.983039379119873,
"learning_rate": 9.093124073433463e-05,
"loss": 2.6871,
"step": 47
},
{
"epoch": 0.0048612517723313755,
"grad_norm": 8.898165702819824,
"learning_rate": 9.045084971874738e-05,
"loss": 2.8689,
"step": 48
},
{
"epoch": 0.004962527850921612,
"grad_norm": 5.214823246002197,
"learning_rate": 8.995939984474624e-05,
"loss": 2.5026,
"step": 49
},
{
"epoch": 0.005063803929511849,
"grad_norm": 5.564656734466553,
"learning_rate": 8.945702546981969e-05,
"loss": 2.6417,
"step": 50
},
{
"epoch": 0.005063803929511849,
"eval_loss": 2.4560940265655518,
"eval_runtime": 1574.7033,
"eval_samples_per_second": 10.561,
"eval_steps_per_second": 2.64,
"step": 50
},
{
"epoch": 0.0051650800081020866,
"grad_norm": 8.968050956726074,
"learning_rate": 8.894386393810563e-05,
"loss": 2.0716,
"step": 51
},
{
"epoch": 0.005266356086692323,
"grad_norm": 7.762667179107666,
"learning_rate": 8.842005554284296e-05,
"loss": 2.1966,
"step": 52
},
{
"epoch": 0.00536763216528256,
"grad_norm": 6.707168102264404,
"learning_rate": 8.788574348801675e-05,
"loss": 1.5668,
"step": 53
},
{
"epoch": 0.005468908243872798,
"grad_norm": 5.985746383666992,
"learning_rate": 8.73410738492077e-05,
"loss": 1.343,
"step": 54
},
{
"epoch": 0.005570184322463034,
"grad_norm": 4.789600372314453,
"learning_rate": 8.678619553365659e-05,
"loss": 1.4971,
"step": 55
},
{
"epoch": 0.005671460401053271,
"grad_norm": 3.0450186729431152,
"learning_rate": 8.622126023955446e-05,
"loss": 1.2251,
"step": 56
},
{
"epoch": 0.005772736479643509,
"grad_norm": 3.3680098056793213,
"learning_rate": 8.564642241456986e-05,
"loss": 1.2603,
"step": 57
},
{
"epoch": 0.005874012558233745,
"grad_norm": 3.324713945388794,
"learning_rate": 8.506183921362443e-05,
"loss": 0.5608,
"step": 58
},
{
"epoch": 0.005975288636823982,
"grad_norm": 3.841120481491089,
"learning_rate": 8.44676704559283e-05,
"loss": 0.8611,
"step": 59
},
{
"epoch": 0.006076564715414219,
"grad_norm": 4.1734185218811035,
"learning_rate": 8.386407858128706e-05,
"loss": 1.2571,
"step": 60
},
{
"epoch": 0.006177840794004456,
"grad_norm": 3.5894811153411865,
"learning_rate": 8.32512286056924e-05,
"loss": 1.0733,
"step": 61
},
{
"epoch": 0.006279116872594693,
"grad_norm": 5.320555210113525,
"learning_rate": 8.262928807620843e-05,
"loss": 1.1953,
"step": 62
},
{
"epoch": 0.00638039295118493,
"grad_norm": 5.043003082275391,
"learning_rate": 8.199842702516583e-05,
"loss": 1.1595,
"step": 63
},
{
"epoch": 0.006481669029775167,
"grad_norm": 3.361215114593506,
"learning_rate": 8.135881792367686e-05,
"loss": 1.0175,
"step": 64
},
{
"epoch": 0.006582945108365404,
"grad_norm": 3.8890812397003174,
"learning_rate": 8.07106356344834e-05,
"loss": 1.1893,
"step": 65
},
{
"epoch": 0.006684221186955641,
"grad_norm": 2.517195701599121,
"learning_rate": 8.005405736415126e-05,
"loss": 0.8345,
"step": 66
},
{
"epoch": 0.006785497265545878,
"grad_norm": 6.489955425262451,
"learning_rate": 7.938926261462366e-05,
"loss": 1.1292,
"step": 67
},
{
"epoch": 0.006886773344136115,
"grad_norm": 7.068796157836914,
"learning_rate": 7.871643313414718e-05,
"loss": 1.0766,
"step": 68
},
{
"epoch": 0.006988049422726352,
"grad_norm": 4.267070293426514,
"learning_rate": 7.803575286758364e-05,
"loss": 1.3931,
"step": 69
},
{
"epoch": 0.007089325501316589,
"grad_norm": 3.7103750705718994,
"learning_rate": 7.734740790612136e-05,
"loss": 1.3188,
"step": 70
},
{
"epoch": 0.007190601579906826,
"grad_norm": 5.24364709854126,
"learning_rate": 7.66515864363997e-05,
"loss": 1.616,
"step": 71
},
{
"epoch": 0.007291877658497063,
"grad_norm": 5.233373641967773,
"learning_rate": 7.594847868906076e-05,
"loss": 1.3433,
"step": 72
},
{
"epoch": 0.0073931537370873,
"grad_norm": 4.6338043212890625,
"learning_rate": 7.52382768867422e-05,
"loss": 1.5683,
"step": 73
},
{
"epoch": 0.007494429815677537,
"grad_norm": 8.574564933776855,
"learning_rate": 7.452117519152542e-05,
"loss": 1.4453,
"step": 74
},
{
"epoch": 0.007595705894267774,
"grad_norm": 4.522185802459717,
"learning_rate": 7.379736965185368e-05,
"loss": 1.5616,
"step": 75
},
{
"epoch": 0.007696981972858011,
"grad_norm": 4.150303840637207,
"learning_rate": 7.30670581489344e-05,
"loss": 1.8283,
"step": 76
},
{
"epoch": 0.007798258051448248,
"grad_norm": 3.7501208782196045,
"learning_rate": 7.233044034264034e-05,
"loss": 1.3082,
"step": 77
},
{
"epoch": 0.007899534130038485,
"grad_norm": 3.435241222381592,
"learning_rate": 7.158771761692464e-05,
"loss": 1.3736,
"step": 78
},
{
"epoch": 0.008000810208628722,
"grad_norm": 4.394081115722656,
"learning_rate": 7.083909302476453e-05,
"loss": 1.3067,
"step": 79
},
{
"epoch": 0.008102086287218958,
"grad_norm": 3.895310640335083,
"learning_rate": 7.008477123264848e-05,
"loss": 1.7659,
"step": 80
},
{
"epoch": 0.008203362365809196,
"grad_norm": 3.7235097885131836,
"learning_rate": 6.932495846462261e-05,
"loss": 1.9423,
"step": 81
},
{
"epoch": 0.008304638444399434,
"grad_norm": 3.232382297515869,
"learning_rate": 6.855986244591104e-05,
"loss": 1.7102,
"step": 82
},
{
"epoch": 0.00840591452298967,
"grad_norm": 3.1203420162200928,
"learning_rate": 6.778969234612584e-05,
"loss": 1.5404,
"step": 83
},
{
"epoch": 0.008507190601579907,
"grad_norm": 2.432556629180908,
"learning_rate": 6.701465872208216e-05,
"loss": 1.3299,
"step": 84
},
{
"epoch": 0.008608466680170145,
"grad_norm": 2.7433419227600098,
"learning_rate": 6.623497346023418e-05,
"loss": 1.4803,
"step": 85
},
{
"epoch": 0.00870974275876038,
"grad_norm": 3.822559356689453,
"learning_rate": 6.545084971874738e-05,
"loss": 1.8033,
"step": 86
},
{
"epoch": 0.008811018837350618,
"grad_norm": 2.104219436645508,
"learning_rate": 6.466250186922325e-05,
"loss": 1.4898,
"step": 87
},
{
"epoch": 0.008912294915940856,
"grad_norm": 2.9761338233947754,
"learning_rate": 6.387014543809223e-05,
"loss": 1.903,
"step": 88
},
{
"epoch": 0.009013570994531091,
"grad_norm": 4.711953163146973,
"learning_rate": 6.307399704769099e-05,
"loss": 2.3835,
"step": 89
},
{
"epoch": 0.009114847073121329,
"grad_norm": 5.131633758544922,
"learning_rate": 6.227427435703997e-05,
"loss": 2.4729,
"step": 90
},
{
"epoch": 0.009216123151711565,
"grad_norm": 5.405108451843262,
"learning_rate": 6.147119600233758e-05,
"loss": 2.5969,
"step": 91
},
{
"epoch": 0.009317399230301802,
"grad_norm": 4.3136467933654785,
"learning_rate": 6.066498153718735e-05,
"loss": 2.3014,
"step": 92
},
{
"epoch": 0.00941867530889204,
"grad_norm": 3.89194393157959,
"learning_rate": 5.985585137257401e-05,
"loss": 2.5294,
"step": 93
},
{
"epoch": 0.009519951387482276,
"grad_norm": 3.0902202129364014,
"learning_rate": 5.90440267166055e-05,
"loss": 1.9792,
"step": 94
},
{
"epoch": 0.009621227466072513,
"grad_norm": 3.7873964309692383,
"learning_rate": 5.8229729514036705e-05,
"loss": 2.3636,
"step": 95
},
{
"epoch": 0.009722503544662751,
"grad_norm": 3.423661708831787,
"learning_rate": 5.74131823855921e-05,
"loss": 2.1961,
"step": 96
},
{
"epoch": 0.009823779623252987,
"grad_norm": 4.137724876403809,
"learning_rate": 5.6594608567103456e-05,
"loss": 2.3676,
"step": 97
},
{
"epoch": 0.009925055701843224,
"grad_norm": 3.5316386222839355,
"learning_rate": 5.577423184847932e-05,
"loss": 2.4104,
"step": 98
},
{
"epoch": 0.010026331780433462,
"grad_norm": 6.5205254554748535,
"learning_rate": 5.495227651252315e-05,
"loss": 2.7601,
"step": 99
},
{
"epoch": 0.010127607859023698,
"grad_norm": 4.362370014190674,
"learning_rate": 5.4128967273616625e-05,
"loss": 2.3275,
"step": 100
},
{
"epoch": 0.010127607859023698,
"eval_loss": 2.2500593662261963,
"eval_runtime": 1575.4029,
"eval_samples_per_second": 10.556,
"eval_steps_per_second": 2.639,
"step": 100
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"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": false
},
"attributes": {}
}
},
"total_flos": 1.727221903392768e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}