farmery's picture
Training in progress, step 75, checkpoint
77b41b2 verified
raw
history blame
15.4 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.44642857142857145,
"eval_steps": 9,
"global_step": 75,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.005952380952380952,
"grad_norm": 1.8847510814666748,
"learning_rate": 1e-05,
"loss": 3.4453,
"step": 1
},
{
"epoch": 0.005952380952380952,
"eval_loss": 3.4847054481506348,
"eval_runtime": 0.7278,
"eval_samples_per_second": 776.315,
"eval_steps_per_second": 24.732,
"step": 1
},
{
"epoch": 0.011904761904761904,
"grad_norm": 1.8967914581298828,
"learning_rate": 2e-05,
"loss": 3.5233,
"step": 2
},
{
"epoch": 0.017857142857142856,
"grad_norm": 1.9609869718551636,
"learning_rate": 3e-05,
"loss": 3.4954,
"step": 3
},
{
"epoch": 0.023809523809523808,
"grad_norm": 1.975792646408081,
"learning_rate": 4e-05,
"loss": 3.4817,
"step": 4
},
{
"epoch": 0.02976190476190476,
"grad_norm": 1.9651564359664917,
"learning_rate": 5e-05,
"loss": 3.476,
"step": 5
},
{
"epoch": 0.03571428571428571,
"grad_norm": 2.0456418991088867,
"learning_rate": 6e-05,
"loss": 3.4424,
"step": 6
},
{
"epoch": 0.041666666666666664,
"grad_norm": 1.925234317779541,
"learning_rate": 7e-05,
"loss": 3.3821,
"step": 7
},
{
"epoch": 0.047619047619047616,
"grad_norm": 1.7819530963897705,
"learning_rate": 8e-05,
"loss": 3.2534,
"step": 8
},
{
"epoch": 0.05357142857142857,
"grad_norm": 1.7863258123397827,
"learning_rate": 9e-05,
"loss": 3.1961,
"step": 9
},
{
"epoch": 0.05357142857142857,
"eval_loss": 3.0999181270599365,
"eval_runtime": 0.729,
"eval_samples_per_second": 775.008,
"eval_steps_per_second": 24.691,
"step": 9
},
{
"epoch": 0.05952380952380952,
"grad_norm": 1.722019076347351,
"learning_rate": 0.0001,
"loss": 3.1102,
"step": 10
},
{
"epoch": 0.06547619047619048,
"grad_norm": 1.6802176237106323,
"learning_rate": 9.99695413509548e-05,
"loss": 3.0669,
"step": 11
},
{
"epoch": 0.07142857142857142,
"grad_norm": 1.68272864818573,
"learning_rate": 9.987820251299122e-05,
"loss": 2.7909,
"step": 12
},
{
"epoch": 0.07738095238095238,
"grad_norm": 1.5962737798690796,
"learning_rate": 9.972609476841367e-05,
"loss": 2.6373,
"step": 13
},
{
"epoch": 0.08333333333333333,
"grad_norm": 1.5708441734313965,
"learning_rate": 9.951340343707852e-05,
"loss": 2.5206,
"step": 14
},
{
"epoch": 0.08928571428571429,
"grad_norm": 1.5052292346954346,
"learning_rate": 9.924038765061042e-05,
"loss": 2.4557,
"step": 15
},
{
"epoch": 0.09523809523809523,
"grad_norm": 1.5192614793777466,
"learning_rate": 9.890738003669029e-05,
"loss": 2.3104,
"step": 16
},
{
"epoch": 0.10119047619047619,
"grad_norm": 1.5247867107391357,
"learning_rate": 9.851478631379982e-05,
"loss": 2.275,
"step": 17
},
{
"epoch": 0.10714285714285714,
"grad_norm": 1.5035266876220703,
"learning_rate": 9.806308479691595e-05,
"loss": 2.1103,
"step": 18
},
{
"epoch": 0.10714285714285714,
"eval_loss": 2.022083282470703,
"eval_runtime": 0.7263,
"eval_samples_per_second": 777.939,
"eval_steps_per_second": 24.784,
"step": 18
},
{
"epoch": 0.1130952380952381,
"grad_norm": 1.5212229490280151,
"learning_rate": 9.755282581475769e-05,
"loss": 1.9887,
"step": 19
},
{
"epoch": 0.11904761904761904,
"grad_norm": 1.5906459093093872,
"learning_rate": 9.698463103929542e-05,
"loss": 1.9476,
"step": 20
},
{
"epoch": 0.125,
"grad_norm": 1.7577109336853027,
"learning_rate": 9.635919272833938e-05,
"loss": 1.7878,
"step": 21
},
{
"epoch": 0.13095238095238096,
"grad_norm": 1.9069538116455078,
"learning_rate": 9.567727288213005e-05,
"loss": 1.7624,
"step": 22
},
{
"epoch": 0.13690476190476192,
"grad_norm": 2.0785834789276123,
"learning_rate": 9.493970231495835e-05,
"loss": 1.6126,
"step": 23
},
{
"epoch": 0.14285714285714285,
"grad_norm": 2.226637363433838,
"learning_rate": 9.414737964294636e-05,
"loss": 1.4719,
"step": 24
},
{
"epoch": 0.1488095238095238,
"grad_norm": 3.0561819076538086,
"learning_rate": 9.330127018922194e-05,
"loss": 1.4277,
"step": 25
},
{
"epoch": 0.15476190476190477,
"grad_norm": 2.925053834915161,
"learning_rate": 9.24024048078213e-05,
"loss": 1.3428,
"step": 26
},
{
"epoch": 0.16071428571428573,
"grad_norm": 2.3791446685791016,
"learning_rate": 9.145187862775209e-05,
"loss": 1.3196,
"step": 27
},
{
"epoch": 0.16071428571428573,
"eval_loss": 1.1837644577026367,
"eval_runtime": 0.749,
"eval_samples_per_second": 754.302,
"eval_steps_per_second": 24.031,
"step": 27
},
{
"epoch": 0.16666666666666666,
"grad_norm": 1.918161392211914,
"learning_rate": 9.045084971874738e-05,
"loss": 1.078,
"step": 28
},
{
"epoch": 0.17261904761904762,
"grad_norm": 1.787397027015686,
"learning_rate": 8.940053768033609e-05,
"loss": 1.0918,
"step": 29
},
{
"epoch": 0.17857142857142858,
"grad_norm": 1.718632459640503,
"learning_rate": 8.83022221559489e-05,
"loss": 1.0613,
"step": 30
},
{
"epoch": 0.18452380952380953,
"grad_norm": 1.6407841444015503,
"learning_rate": 8.715724127386972e-05,
"loss": 0.9426,
"step": 31
},
{
"epoch": 0.19047619047619047,
"grad_norm": 1.6310867071151733,
"learning_rate": 8.596699001693255e-05,
"loss": 0.9499,
"step": 32
},
{
"epoch": 0.19642857142857142,
"grad_norm": 1.6535135507583618,
"learning_rate": 8.473291852294987e-05,
"loss": 0.8009,
"step": 33
},
{
"epoch": 0.20238095238095238,
"grad_norm": 1.7860593795776367,
"learning_rate": 8.345653031794292e-05,
"loss": 0.698,
"step": 34
},
{
"epoch": 0.20833333333333334,
"grad_norm": 1.6134707927703857,
"learning_rate": 8.213938048432697e-05,
"loss": 0.6973,
"step": 35
},
{
"epoch": 0.21428571428571427,
"grad_norm": 1.5818922519683838,
"learning_rate": 8.07830737662829e-05,
"loss": 0.6982,
"step": 36
},
{
"epoch": 0.21428571428571427,
"eval_loss": 0.591748058795929,
"eval_runtime": 0.7267,
"eval_samples_per_second": 777.438,
"eval_steps_per_second": 24.768,
"step": 36
},
{
"epoch": 0.22023809523809523,
"grad_norm": 1.3319734334945679,
"learning_rate": 7.938926261462366e-05,
"loss": 0.6164,
"step": 37
},
{
"epoch": 0.2261904761904762,
"grad_norm": 1.2683157920837402,
"learning_rate": 7.795964517353735e-05,
"loss": 0.5391,
"step": 38
},
{
"epoch": 0.23214285714285715,
"grad_norm": 1.0097771883010864,
"learning_rate": 7.649596321166024e-05,
"loss": 0.49,
"step": 39
},
{
"epoch": 0.23809523809523808,
"grad_norm": 1.0080583095550537,
"learning_rate": 7.500000000000001e-05,
"loss": 0.4928,
"step": 40
},
{
"epoch": 0.24404761904761904,
"grad_norm": 0.8241538405418396,
"learning_rate": 7.347357813929454e-05,
"loss": 0.4672,
"step": 41
},
{
"epoch": 0.25,
"grad_norm": 0.8907387852668762,
"learning_rate": 7.191855733945387e-05,
"loss": 0.4678,
"step": 42
},
{
"epoch": 0.25595238095238093,
"grad_norm": 0.8545511364936829,
"learning_rate": 7.033683215379002e-05,
"loss": 0.3988,
"step": 43
},
{
"epoch": 0.2619047619047619,
"grad_norm": 0.8012543320655823,
"learning_rate": 6.873032967079561e-05,
"loss": 0.4446,
"step": 44
},
{
"epoch": 0.26785714285714285,
"grad_norm": 0.6742522716522217,
"learning_rate": 6.710100716628344e-05,
"loss": 0.3976,
"step": 45
},
{
"epoch": 0.26785714285714285,
"eval_loss": 0.393344908952713,
"eval_runtime": 0.731,
"eval_samples_per_second": 772.887,
"eval_steps_per_second": 24.623,
"step": 45
},
{
"epoch": 0.27380952380952384,
"grad_norm": 0.6675676107406616,
"learning_rate": 6.545084971874738e-05,
"loss": 0.3466,
"step": 46
},
{
"epoch": 0.27976190476190477,
"grad_norm": 0.7589141726493835,
"learning_rate": 6.378186779084995e-05,
"loss": 0.3242,
"step": 47
},
{
"epoch": 0.2857142857142857,
"grad_norm": 0.872429370880127,
"learning_rate": 6.209609477998338e-05,
"loss": 0.3272,
"step": 48
},
{
"epoch": 0.2916666666666667,
"grad_norm": 0.5737527012825012,
"learning_rate": 6.0395584540887963e-05,
"loss": 0.3232,
"step": 49
},
{
"epoch": 0.2976190476190476,
"grad_norm": 0.8787867426872253,
"learning_rate": 5.868240888334653e-05,
"loss": 0.3176,
"step": 50
},
{
"epoch": 0.30357142857142855,
"grad_norm": 0.8264537453651428,
"learning_rate": 5.695865504800327e-05,
"loss": 0.2985,
"step": 51
},
{
"epoch": 0.30952380952380953,
"grad_norm": 0.6697880029678345,
"learning_rate": 5.522642316338268e-05,
"loss": 0.335,
"step": 52
},
{
"epoch": 0.31547619047619047,
"grad_norm": 0.6313273310661316,
"learning_rate": 5.348782368720626e-05,
"loss": 0.3323,
"step": 53
},
{
"epoch": 0.32142857142857145,
"grad_norm": 0.7156944274902344,
"learning_rate": 5.174497483512506e-05,
"loss": 0.2925,
"step": 54
},
{
"epoch": 0.32142857142857145,
"eval_loss": 0.30814456939697266,
"eval_runtime": 0.7272,
"eval_samples_per_second": 776.911,
"eval_steps_per_second": 24.751,
"step": 54
},
{
"epoch": 0.3273809523809524,
"grad_norm": 0.8110126852989197,
"learning_rate": 5e-05,
"loss": 0.2934,
"step": 55
},
{
"epoch": 0.3333333333333333,
"grad_norm": 0.5642712712287903,
"learning_rate": 4.825502516487497e-05,
"loss": 0.3237,
"step": 56
},
{
"epoch": 0.3392857142857143,
"grad_norm": 0.5082366466522217,
"learning_rate": 4.6512176312793736e-05,
"loss": 0.2284,
"step": 57
},
{
"epoch": 0.34523809523809523,
"grad_norm": 0.5590605735778809,
"learning_rate": 4.477357683661734e-05,
"loss": 0.2723,
"step": 58
},
{
"epoch": 0.35119047619047616,
"grad_norm": 0.7834331393241882,
"learning_rate": 4.3041344951996746e-05,
"loss": 0.2732,
"step": 59
},
{
"epoch": 0.35714285714285715,
"grad_norm": 0.5841456651687622,
"learning_rate": 4.131759111665349e-05,
"loss": 0.2316,
"step": 60
},
{
"epoch": 0.3630952380952381,
"grad_norm": 0.5144384503364563,
"learning_rate": 3.960441545911204e-05,
"loss": 0.2676,
"step": 61
},
{
"epoch": 0.36904761904761907,
"grad_norm": 0.5047840476036072,
"learning_rate": 3.790390522001662e-05,
"loss": 0.2311,
"step": 62
},
{
"epoch": 0.375,
"grad_norm": 0.5553379058837891,
"learning_rate": 3.6218132209150045e-05,
"loss": 0.2693,
"step": 63
},
{
"epoch": 0.375,
"eval_loss": 0.2591702938079834,
"eval_runtime": 0.7281,
"eval_samples_per_second": 776.028,
"eval_steps_per_second": 24.723,
"step": 63
},
{
"epoch": 0.38095238095238093,
"grad_norm": 0.5578157901763916,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.2313,
"step": 64
},
{
"epoch": 0.3869047619047619,
"grad_norm": 0.5519534945487976,
"learning_rate": 3.289899283371657e-05,
"loss": 0.1994,
"step": 65
},
{
"epoch": 0.39285714285714285,
"grad_norm": 0.5156115889549255,
"learning_rate": 3.12696703292044e-05,
"loss": 0.2438,
"step": 66
},
{
"epoch": 0.39880952380952384,
"grad_norm": 0.5865421891212463,
"learning_rate": 2.9663167846209998e-05,
"loss": 0.2964,
"step": 67
},
{
"epoch": 0.40476190476190477,
"grad_norm": 0.4177829921245575,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.2274,
"step": 68
},
{
"epoch": 0.4107142857142857,
"grad_norm": 0.442807674407959,
"learning_rate": 2.6526421860705473e-05,
"loss": 0.2507,
"step": 69
},
{
"epoch": 0.4166666666666667,
"grad_norm": 0.4709461033344269,
"learning_rate": 2.500000000000001e-05,
"loss": 0.2241,
"step": 70
},
{
"epoch": 0.4226190476190476,
"grad_norm": 0.36320897936820984,
"learning_rate": 2.350403678833976e-05,
"loss": 0.203,
"step": 71
},
{
"epoch": 0.42857142857142855,
"grad_norm": 0.4016166031360626,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.2008,
"step": 72
},
{
"epoch": 0.42857142857142855,
"eval_loss": 0.2299022376537323,
"eval_runtime": 0.725,
"eval_samples_per_second": 779.359,
"eval_steps_per_second": 24.829,
"step": 72
},
{
"epoch": 0.43452380952380953,
"grad_norm": 0.5135464668273926,
"learning_rate": 2.061073738537635e-05,
"loss": 0.2505,
"step": 73
},
{
"epoch": 0.44047619047619047,
"grad_norm": 0.4497532844543457,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.2021,
"step": 74
},
{
"epoch": 0.44642857142857145,
"grad_norm": 0.44834592938423157,
"learning_rate": 1.7860619515673033e-05,
"loss": 0.1972,
"step": 75
}
],
"logging_steps": 1,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4165127582515200.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}