abaddon182's picture
Training in progress, step 100, checkpoint
ddc94d1 verified
raw
history blame
18.7 kB
{
"best_metric": 0.7275850176811218,
"best_model_checkpoint": "miner_id_24/checkpoint-100",
"epoch": 0.3436426116838488,
"eval_steps": 50,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.003436426116838488,
"grad_norm": 6.999215602874756,
"learning_rate": 1e-05,
"loss": 4.5691,
"step": 1
},
{
"epoch": 0.003436426116838488,
"eval_loss": 1.1649625301361084,
"eval_runtime": 56.8491,
"eval_samples_per_second": 8.619,
"eval_steps_per_second": 2.164,
"step": 1
},
{
"epoch": 0.006872852233676976,
"grad_norm": 10.226408004760742,
"learning_rate": 2e-05,
"loss": 4.7735,
"step": 2
},
{
"epoch": 0.010309278350515464,
"grad_norm": 7.403202056884766,
"learning_rate": 3e-05,
"loss": 5.4566,
"step": 3
},
{
"epoch": 0.013745704467353952,
"grad_norm": 7.148951053619385,
"learning_rate": 4e-05,
"loss": 4.5726,
"step": 4
},
{
"epoch": 0.01718213058419244,
"grad_norm": 5.320497512817383,
"learning_rate": 5e-05,
"loss": 3.4752,
"step": 5
},
{
"epoch": 0.020618556701030927,
"grad_norm": 4.6576151847839355,
"learning_rate": 6e-05,
"loss": 3.3295,
"step": 6
},
{
"epoch": 0.024054982817869417,
"grad_norm": 3.996817111968994,
"learning_rate": 7e-05,
"loss": 3.2337,
"step": 7
},
{
"epoch": 0.027491408934707903,
"grad_norm": 3.309384822845459,
"learning_rate": 8e-05,
"loss": 3.0622,
"step": 8
},
{
"epoch": 0.030927835051546393,
"grad_norm": 3.21154522895813,
"learning_rate": 9e-05,
"loss": 3.2033,
"step": 9
},
{
"epoch": 0.03436426116838488,
"grad_norm": 2.495940685272217,
"learning_rate": 0.0001,
"loss": 2.7851,
"step": 10
},
{
"epoch": 0.037800687285223365,
"grad_norm": 2.862969160079956,
"learning_rate": 9.999316524962345e-05,
"loss": 3.0626,
"step": 11
},
{
"epoch": 0.041237113402061855,
"grad_norm": 2.983869791030884,
"learning_rate": 9.997266286704631e-05,
"loss": 2.7385,
"step": 12
},
{
"epoch": 0.044673539518900345,
"grad_norm": 2.9540152549743652,
"learning_rate": 9.993849845741524e-05,
"loss": 2.9303,
"step": 13
},
{
"epoch": 0.048109965635738834,
"grad_norm": 2.927572727203369,
"learning_rate": 9.989068136093873e-05,
"loss": 2.8194,
"step": 14
},
{
"epoch": 0.05154639175257732,
"grad_norm": 2.69342303276062,
"learning_rate": 9.98292246503335e-05,
"loss": 2.6651,
"step": 15
},
{
"epoch": 0.054982817869415807,
"grad_norm": 2.8283026218414307,
"learning_rate": 9.975414512725057e-05,
"loss": 2.7093,
"step": 16
},
{
"epoch": 0.058419243986254296,
"grad_norm": 2.476212978363037,
"learning_rate": 9.966546331768191e-05,
"loss": 2.7536,
"step": 17
},
{
"epoch": 0.061855670103092786,
"grad_norm": 2.6046454906463623,
"learning_rate": 9.956320346634876e-05,
"loss": 2.7008,
"step": 18
},
{
"epoch": 0.06529209621993128,
"grad_norm": 2.432948350906372,
"learning_rate": 9.944739353007344e-05,
"loss": 2.6092,
"step": 19
},
{
"epoch": 0.06872852233676977,
"grad_norm": 2.418318271636963,
"learning_rate": 9.931806517013612e-05,
"loss": 2.6675,
"step": 20
},
{
"epoch": 0.07216494845360824,
"grad_norm": 2.530046224594116,
"learning_rate": 9.917525374361912e-05,
"loss": 2.5549,
"step": 21
},
{
"epoch": 0.07560137457044673,
"grad_norm": 2.896991729736328,
"learning_rate": 9.901899829374047e-05,
"loss": 2.6267,
"step": 22
},
{
"epoch": 0.07903780068728522,
"grad_norm": 2.8084323406219482,
"learning_rate": 9.884934153917997e-05,
"loss": 2.5245,
"step": 23
},
{
"epoch": 0.08247422680412371,
"grad_norm": 2.604916572570801,
"learning_rate": 9.86663298624003e-05,
"loss": 2.6195,
"step": 24
},
{
"epoch": 0.0859106529209622,
"grad_norm": 2.957746744155884,
"learning_rate": 9.847001329696653e-05,
"loss": 2.87,
"step": 25
},
{
"epoch": 0.08934707903780069,
"grad_norm": 3.0972800254821777,
"learning_rate": 9.826044551386744e-05,
"loss": 2.8663,
"step": 26
},
{
"epoch": 0.09278350515463918,
"grad_norm": 2.5497095584869385,
"learning_rate": 9.803768380684242e-05,
"loss": 2.6693,
"step": 27
},
{
"epoch": 0.09621993127147767,
"grad_norm": 2.661566972732544,
"learning_rate": 9.780178907671789e-05,
"loss": 2.6146,
"step": 28
},
{
"epoch": 0.09965635738831616,
"grad_norm": 3.422123670578003,
"learning_rate": 9.755282581475769e-05,
"loss": 2.6913,
"step": 29
},
{
"epoch": 0.10309278350515463,
"grad_norm": 3.245452880859375,
"learning_rate": 9.729086208503174e-05,
"loss": 2.842,
"step": 30
},
{
"epoch": 0.10652920962199312,
"grad_norm": 2.8833205699920654,
"learning_rate": 9.701596950580806e-05,
"loss": 2.9433,
"step": 31
},
{
"epoch": 0.10996563573883161,
"grad_norm": 3.3487491607666016,
"learning_rate": 9.672822322997305e-05,
"loss": 3.1002,
"step": 32
},
{
"epoch": 0.1134020618556701,
"grad_norm": 3.0698416233062744,
"learning_rate": 9.642770192448536e-05,
"loss": 2.6802,
"step": 33
},
{
"epoch": 0.11683848797250859,
"grad_norm": 3.376664400100708,
"learning_rate": 9.611448774886924e-05,
"loss": 2.9653,
"step": 34
},
{
"epoch": 0.12027491408934708,
"grad_norm": 2.8750152587890625,
"learning_rate": 9.578866633275288e-05,
"loss": 2.9137,
"step": 35
},
{
"epoch": 0.12371134020618557,
"grad_norm": 3.473970651626587,
"learning_rate": 9.545032675245813e-05,
"loss": 3.1216,
"step": 36
},
{
"epoch": 0.12714776632302405,
"grad_norm": 2.9692599773406982,
"learning_rate": 9.509956150664796e-05,
"loss": 3.2168,
"step": 37
},
{
"epoch": 0.13058419243986255,
"grad_norm": 3.3146817684173584,
"learning_rate": 9.473646649103818e-05,
"loss": 2.6558,
"step": 38
},
{
"epoch": 0.13402061855670103,
"grad_norm": 4.520171642303467,
"learning_rate": 9.43611409721806e-05,
"loss": 2.963,
"step": 39
},
{
"epoch": 0.13745704467353953,
"grad_norm": 3.6921310424804688,
"learning_rate": 9.397368756032445e-05,
"loss": 3.1284,
"step": 40
},
{
"epoch": 0.140893470790378,
"grad_norm": 3.9622802734375,
"learning_rate": 9.357421218136386e-05,
"loss": 3.6196,
"step": 41
},
{
"epoch": 0.14432989690721648,
"grad_norm": 3.812455177307129,
"learning_rate": 9.316282404787871e-05,
"loss": 3.7704,
"step": 42
},
{
"epoch": 0.14776632302405499,
"grad_norm": 5.3475728034973145,
"learning_rate": 9.273963562927695e-05,
"loss": 3.2741,
"step": 43
},
{
"epoch": 0.15120274914089346,
"grad_norm": 5.504002571105957,
"learning_rate": 9.230476262104677e-05,
"loss": 3.0969,
"step": 44
},
{
"epoch": 0.15463917525773196,
"grad_norm": 4.543576240539551,
"learning_rate": 9.185832391312644e-05,
"loss": 3.1458,
"step": 45
},
{
"epoch": 0.15807560137457044,
"grad_norm": 4.998715400695801,
"learning_rate": 9.140044155740101e-05,
"loss": 3.4173,
"step": 46
},
{
"epoch": 0.16151202749140894,
"grad_norm": 5.311492919921875,
"learning_rate": 9.093124073433463e-05,
"loss": 3.1931,
"step": 47
},
{
"epoch": 0.16494845360824742,
"grad_norm": 5.836362361907959,
"learning_rate": 9.045084971874738e-05,
"loss": 3.9172,
"step": 48
},
{
"epoch": 0.16838487972508592,
"grad_norm": 9.274666786193848,
"learning_rate": 8.995939984474624e-05,
"loss": 3.9358,
"step": 49
},
{
"epoch": 0.1718213058419244,
"grad_norm": 12.288378715515137,
"learning_rate": 8.945702546981969e-05,
"loss": 5.0356,
"step": 50
},
{
"epoch": 0.1718213058419244,
"eval_loss": 0.7464320659637451,
"eval_runtime": 57.9439,
"eval_samples_per_second": 8.456,
"eval_steps_per_second": 2.123,
"step": 50
},
{
"epoch": 0.17525773195876287,
"grad_norm": 3.77553129196167,
"learning_rate": 8.894386393810563e-05,
"loss": 4.0078,
"step": 51
},
{
"epoch": 0.17869415807560138,
"grad_norm": 3.6236894130706787,
"learning_rate": 8.842005554284296e-05,
"loss": 4.8044,
"step": 52
},
{
"epoch": 0.18213058419243985,
"grad_norm": 2.9243147373199463,
"learning_rate": 8.788574348801675e-05,
"loss": 4.12,
"step": 53
},
{
"epoch": 0.18556701030927836,
"grad_norm": 2.872667074203491,
"learning_rate": 8.73410738492077e-05,
"loss": 3.8321,
"step": 54
},
{
"epoch": 0.18900343642611683,
"grad_norm": 2.234645128250122,
"learning_rate": 8.678619553365659e-05,
"loss": 2.9262,
"step": 55
},
{
"epoch": 0.19243986254295534,
"grad_norm": 2.077925682067871,
"learning_rate": 8.622126023955446e-05,
"loss": 2.7141,
"step": 56
},
{
"epoch": 0.1958762886597938,
"grad_norm": 1.9878581762313843,
"learning_rate": 8.564642241456986e-05,
"loss": 2.3659,
"step": 57
},
{
"epoch": 0.19931271477663232,
"grad_norm": 2.166398525238037,
"learning_rate": 8.506183921362443e-05,
"loss": 2.4228,
"step": 58
},
{
"epoch": 0.2027491408934708,
"grad_norm": 2.4756956100463867,
"learning_rate": 8.44676704559283e-05,
"loss": 2.6523,
"step": 59
},
{
"epoch": 0.20618556701030927,
"grad_norm": 2.474353075027466,
"learning_rate": 8.386407858128706e-05,
"loss": 2.5776,
"step": 60
},
{
"epoch": 0.20962199312714777,
"grad_norm": 2.264328956604004,
"learning_rate": 8.32512286056924e-05,
"loss": 2.5572,
"step": 61
},
{
"epoch": 0.21305841924398625,
"grad_norm": 2.2260265350341797,
"learning_rate": 8.262928807620843e-05,
"loss": 2.6668,
"step": 62
},
{
"epoch": 0.21649484536082475,
"grad_norm": 2.046036720275879,
"learning_rate": 8.199842702516583e-05,
"loss": 2.4594,
"step": 63
},
{
"epoch": 0.21993127147766323,
"grad_norm": 1.9594258069992065,
"learning_rate": 8.135881792367686e-05,
"loss": 2.8038,
"step": 64
},
{
"epoch": 0.22336769759450173,
"grad_norm": 2.100553274154663,
"learning_rate": 8.07106356344834e-05,
"loss": 2.6334,
"step": 65
},
{
"epoch": 0.2268041237113402,
"grad_norm": 1.7995946407318115,
"learning_rate": 8.005405736415126e-05,
"loss": 2.8142,
"step": 66
},
{
"epoch": 0.23024054982817868,
"grad_norm": 1.8127626180648804,
"learning_rate": 7.938926261462366e-05,
"loss": 2.5587,
"step": 67
},
{
"epoch": 0.23367697594501718,
"grad_norm": 2.1307082176208496,
"learning_rate": 7.871643313414718e-05,
"loss": 2.2027,
"step": 68
},
{
"epoch": 0.23711340206185566,
"grad_norm": 1.9283121824264526,
"learning_rate": 7.803575286758364e-05,
"loss": 2.6447,
"step": 69
},
{
"epoch": 0.24054982817869416,
"grad_norm": 2.103541851043701,
"learning_rate": 7.734740790612136e-05,
"loss": 2.454,
"step": 70
},
{
"epoch": 0.24398625429553264,
"grad_norm": 2.1929001808166504,
"learning_rate": 7.66515864363997e-05,
"loss": 2.6667,
"step": 71
},
{
"epoch": 0.24742268041237114,
"grad_norm": 2.1750361919403076,
"learning_rate": 7.594847868906076e-05,
"loss": 2.4168,
"step": 72
},
{
"epoch": 0.2508591065292096,
"grad_norm": 2.0648245811462402,
"learning_rate": 7.52382768867422e-05,
"loss": 2.53,
"step": 73
},
{
"epoch": 0.2542955326460481,
"grad_norm": 2.0837292671203613,
"learning_rate": 7.452117519152542e-05,
"loss": 2.4515,
"step": 74
},
{
"epoch": 0.25773195876288657,
"grad_norm": 1.9967957735061646,
"learning_rate": 7.379736965185368e-05,
"loss": 2.5799,
"step": 75
},
{
"epoch": 0.2611683848797251,
"grad_norm": 2.303253412246704,
"learning_rate": 7.30670581489344e-05,
"loss": 2.6162,
"step": 76
},
{
"epoch": 0.2646048109965636,
"grad_norm": 2.3726534843444824,
"learning_rate": 7.233044034264034e-05,
"loss": 2.7798,
"step": 77
},
{
"epoch": 0.26804123711340205,
"grad_norm": 2.3450615406036377,
"learning_rate": 7.158771761692464e-05,
"loss": 2.5697,
"step": 78
},
{
"epoch": 0.27147766323024053,
"grad_norm": 2.02581787109375,
"learning_rate": 7.083909302476453e-05,
"loss": 2.4828,
"step": 79
},
{
"epoch": 0.27491408934707906,
"grad_norm": 2.140730381011963,
"learning_rate": 7.008477123264848e-05,
"loss": 2.4736,
"step": 80
},
{
"epoch": 0.27835051546391754,
"grad_norm": 2.4021403789520264,
"learning_rate": 6.932495846462261e-05,
"loss": 2.6348,
"step": 81
},
{
"epoch": 0.281786941580756,
"grad_norm": 2.3539841175079346,
"learning_rate": 6.855986244591104e-05,
"loss": 2.6499,
"step": 82
},
{
"epoch": 0.2852233676975945,
"grad_norm": 2.6271588802337646,
"learning_rate": 6.778969234612584e-05,
"loss": 2.6928,
"step": 83
},
{
"epoch": 0.28865979381443296,
"grad_norm": 2.907905340194702,
"learning_rate": 6.701465872208216e-05,
"loss": 3.0853,
"step": 84
},
{
"epoch": 0.2920962199312715,
"grad_norm": 2.975721836090088,
"learning_rate": 6.623497346023418e-05,
"loss": 3.2194,
"step": 85
},
{
"epoch": 0.29553264604810997,
"grad_norm": 3.38991117477417,
"learning_rate": 6.545084971874738e-05,
"loss": 3.0417,
"step": 86
},
{
"epoch": 0.29896907216494845,
"grad_norm": 2.8174936771392822,
"learning_rate": 6.466250186922325e-05,
"loss": 2.738,
"step": 87
},
{
"epoch": 0.3024054982817869,
"grad_norm": 2.843874216079712,
"learning_rate": 6.387014543809223e-05,
"loss": 3.462,
"step": 88
},
{
"epoch": 0.30584192439862545,
"grad_norm": 2.7298972606658936,
"learning_rate": 6.307399704769099e-05,
"loss": 3.2924,
"step": 89
},
{
"epoch": 0.30927835051546393,
"grad_norm": 3.1683461666107178,
"learning_rate": 6.227427435703997e-05,
"loss": 3.3211,
"step": 90
},
{
"epoch": 0.3127147766323024,
"grad_norm": 3.1999478340148926,
"learning_rate": 6.147119600233758e-05,
"loss": 3.6313,
"step": 91
},
{
"epoch": 0.3161512027491409,
"grad_norm": 3.4098615646362305,
"learning_rate": 6.066498153718735e-05,
"loss": 3.3579,
"step": 92
},
{
"epoch": 0.31958762886597936,
"grad_norm": 3.4101476669311523,
"learning_rate": 5.985585137257401e-05,
"loss": 3.2301,
"step": 93
},
{
"epoch": 0.3230240549828179,
"grad_norm": 3.569462776184082,
"learning_rate": 5.90440267166055e-05,
"loss": 3.1225,
"step": 94
},
{
"epoch": 0.32646048109965636,
"grad_norm": 3.819608688354492,
"learning_rate": 5.8229729514036705e-05,
"loss": 3.3291,
"step": 95
},
{
"epoch": 0.32989690721649484,
"grad_norm": 4.344887733459473,
"learning_rate": 5.74131823855921e-05,
"loss": 3.2619,
"step": 96
},
{
"epoch": 0.3333333333333333,
"grad_norm": 5.571539402008057,
"learning_rate": 5.6594608567103456e-05,
"loss": 3.4909,
"step": 97
},
{
"epoch": 0.33676975945017185,
"grad_norm": 4.887326717376709,
"learning_rate": 5.577423184847932e-05,
"loss": 3.3086,
"step": 98
},
{
"epoch": 0.3402061855670103,
"grad_norm": 5.068550109863281,
"learning_rate": 5.495227651252315e-05,
"loss": 3.2474,
"step": 99
},
{
"epoch": 0.3436426116838488,
"grad_norm": 7.036664962768555,
"learning_rate": 5.4128967273616625e-05,
"loss": 4.2552,
"step": 100
},
{
"epoch": 0.3436426116838488,
"eval_loss": 0.7275850176811218,
"eval_runtime": 57.9445,
"eval_samples_per_second": 8.456,
"eval_steps_per_second": 2.123,
"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": 2.5413965215432704e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}