Files
mistral-7b-base-sft-hh-help…/trainer_state.json

509 lines
12 KiB
JSON
Raw Permalink Normal View History

{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 100,
"global_step": 310,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0032258064516129032,
"grad_norm": 58.05511474609375,
"learning_rate": 0.0,
"loss": 1.9,
"step": 1
},
{
"epoch": 0.016129032258064516,
"grad_norm": 21.915355682373047,
"learning_rate": 2.580645161290323e-06,
"loss": 1.7687,
"step": 5
},
{
"epoch": 0.03225806451612903,
"grad_norm": 8.215951919555664,
"learning_rate": 5.806451612903226e-06,
"loss": 1.5337,
"step": 10
},
{
"epoch": 0.04838709677419355,
"grad_norm": 4.512474060058594,
"learning_rate": 9.03225806451613e-06,
"loss": 1.4014,
"step": 15
},
{
"epoch": 0.06451612903225806,
"grad_norm": 5.174832820892334,
"learning_rate": 1.2258064516129034e-05,
"loss": 1.3709,
"step": 20
},
{
"epoch": 0.08064516129032258,
"grad_norm": 4.159119129180908,
"learning_rate": 1.5483870967741936e-05,
"loss": 1.3652,
"step": 25
},
{
"epoch": 0.0967741935483871,
"grad_norm": 4.116876602172852,
"learning_rate": 1.870967741935484e-05,
"loss": 1.3885,
"step": 30
},
{
"epoch": 0.11290322580645161,
"grad_norm": 3.840414047241211,
"learning_rate": 1.999429490929718e-05,
"loss": 1.3982,
"step": 35
},
{
"epoch": 0.12903225806451613,
"grad_norm": 4.314554691314697,
"learning_rate": 1.9959454037227215e-05,
"loss": 1.3744,
"step": 40
},
{
"epoch": 0.14516129032258066,
"grad_norm": 4.36101770401001,
"learning_rate": 1.989305206325792e-05,
"loss": 1.394,
"step": 45
},
{
"epoch": 0.16129032258064516,
"grad_norm": 3.858530282974243,
"learning_rate": 1.9795299412524948e-05,
"loss": 1.3652,
"step": 50
},
{
"epoch": 0.1774193548387097,
"grad_norm": 4.053957462310791,
"learning_rate": 1.9666505859174462e-05,
"loss": 1.3825,
"step": 55
},
{
"epoch": 0.1935483870967742,
"grad_norm": 3.8405709266662598,
"learning_rate": 1.9507079544701583e-05,
"loss": 1.3449,
"step": 60
},
{
"epoch": 0.20967741935483872,
"grad_norm": 3.8573291301727295,
"learning_rate": 1.9317525684566686e-05,
"loss": 1.3268,
"step": 65
},
{
"epoch": 0.22580645161290322,
"grad_norm": 4.115865230560303,
"learning_rate": 1.9098444967188308e-05,
"loss": 1.3096,
"step": 70
},
{
"epoch": 0.24193548387096775,
"grad_norm": 3.9826207160949707,
"learning_rate": 1.8850531650386154e-05,
"loss": 1.3243,
"step": 75
},
{
"epoch": 0.25806451612903225,
"grad_norm": 8.022098541259766,
"learning_rate": 1.857457136130651e-05,
"loss": 1.309,
"step": 80
},
{
"epoch": 0.27419354838709675,
"grad_norm": 3.8160018920898438,
"learning_rate": 1.827143860680199e-05,
"loss": 1.278,
"step": 85
},
{
"epoch": 0.2903225806451613,
"grad_norm": 4.026176452636719,
"learning_rate": 1.7942094002155122e-05,
"loss": 1.2788,
"step": 90
},
{
"epoch": 0.3064516129032258,
"grad_norm": 4.071281909942627,
"learning_rate": 1.758758122692791e-05,
"loss": 1.2412,
"step": 95
},
{
"epoch": 0.3225806451612903,
"grad_norm": 3.6679961681365967,
"learning_rate": 1.7209023717584013e-05,
"loss": 1.1916,
"step": 100
},
{
"epoch": 0.3225806451612903,
"eval_loss": 1.2297844886779785,
"eval_runtime": 5.4527,
"eval_samples_per_second": 196.965,
"eval_steps_per_second": 6.235,
"step": 100
},
{
"epoch": 0.3387096774193548,
"grad_norm": 3.7028727531433105,
"learning_rate": 1.6807621107364613e-05,
"loss": 1.2004,
"step": 105
},
{
"epoch": 0.3548387096774194,
"grad_norm": 3.7159862518310547,
"learning_rate": 1.6384645424699835e-05,
"loss": 1.1933,
"step": 110
},
{
"epoch": 0.3709677419354839,
"grad_norm": 3.5471580028533936,
"learning_rate": 1.594143706220273e-05,
"loss": 1.1913,
"step": 115
},
{
"epoch": 0.3870967741935484,
"grad_norm": 4.138647079467773,
"learning_rate": 1.5479400529019987e-05,
"loss": 1.1872,
"step": 120
},
{
"epoch": 0.4032258064516129,
"grad_norm": 3.7750704288482666,
"learning_rate": 1.5000000000000002e-05,
"loss": 1.1359,
"step": 125
},
{
"epoch": 0.41935483870967744,
"grad_norm": 3.429034948348999,
"learning_rate": 1.4504754675782731e-05,
"loss": 1.1518,
"step": 130
},
{
"epoch": 0.43548387096774194,
"grad_norm": 3.416344404220581,
"learning_rate": 1.3995233968515105e-05,
"loss": 1.1405,
"step": 135
},
{
"epoch": 0.45161290322580644,
"grad_norm": 4.399573802947998,
"learning_rate": 1.3473052528448203e-05,
"loss": 1.1137,
"step": 140
},
{
"epoch": 0.46774193548387094,
"grad_norm": 3.7525525093078613,
"learning_rate": 1.2939865127176771e-05,
"loss": 1.1235,
"step": 145
},
{
"epoch": 0.4838709677419355,
"grad_norm": 3.8501410484313965,
"learning_rate": 1.2397361413735785e-05,
"loss": 1.0858,
"step": 150
},
{
"epoch": 0.5,
"grad_norm": 3.5585899353027344,
"learning_rate": 1.1847260560171895e-05,
"loss": 1.0692,
"step": 155
},
{
"epoch": 0.5161290322580645,
"grad_norm": 3.620709180831909,
"learning_rate": 1.1291305813557616e-05,
"loss": 1.0313,
"step": 160
},
{
"epoch": 0.532258064516129,
"grad_norm": 3.7223265171051025,
"learning_rate": 1.0731258971712762e-05,
"loss": 1.0268,
"step": 165
},
{
"epoch": 0.5483870967741935,
"grad_norm": 3.67724871635437,
"learning_rate": 1.0168894800139311e-05,
"loss": 1.0123,
"step": 170
},
{
"epoch": 0.5645161290322581,
"grad_norm": 4.000744342803955,
"learning_rate": 9.605995407862248e-06,
"loss": 0.9905,
"step": 175
},
{
"epoch": 0.5806451612903226,
"grad_norm": 3.4585959911346436,
"learning_rate": 9.04434459999902e-06,
"loss": 0.9682,
"step": 180
},
{
"epoch": 0.5967741935483871,
"grad_norm": 3.573272466659546,
"learning_rate": 8.485722224954237e-06,
"loss": 0.9364,
"step": 185
},
{
"epoch": 0.6129032258064516,
"grad_norm": 3.517512083053589,
"learning_rate": 7.93189853415293e-06,
"loss": 0.9559,
"step": 190
},
{
"epoch": 0.6290322580645161,
"grad_norm": 3.629652500152588,
"learning_rate": 7.384628572186334e-06,
"loss": 0.9376,
"step": 195
},
{
"epoch": 0.6451612903225806,
"grad_norm": 3.6871094703674316,
"learning_rate": 6.845646615147445e-06,
"loss": 0.9281,
"step": 200
},
{
"epoch": 0.6451612903225806,
"eval_loss": 0.9366754293441772,
"eval_runtime": 5.3925,
"eval_samples_per_second": 199.164,
"eval_steps_per_second": 6.305,
"step": 200
},
{
"epoch": 0.6612903225806451,
"grad_norm": 3.7159454822540283,
"learning_rate": 6.31666067478113e-06,
"loss": 0.9359,
"step": 205
},
{
"epoch": 0.6774193548387096,
"grad_norm": 3.5741474628448486,
"learning_rate": 5.799347085864851e-06,
"loss": 0.8788,
"step": 210
},
{
"epoch": 0.6935483870967742,
"grad_norm": 3.8699448108673096,
"learning_rate": 5.295345193972445e-06,
"loss": 0.8994,
"step": 215
},
{
"epoch": 0.7096774193548387,
"grad_norm": 3.681175470352173,
"learning_rate": 4.8062521604551245e-06,
"loss": 0.8894,
"step": 220
},
{
"epoch": 0.7258064516129032,
"grad_norm": 4.077960968017578,
"learning_rate": 4.333617901102592e-06,
"loss": 0.8478,
"step": 225
},
{
"epoch": 0.7419354838709677,
"grad_norm": 4.131643772125244,
"learning_rate": 3.878940174523371e-06,
"loss": 0.8409,
"step": 230
},
{
"epoch": 0.7580645161290323,
"grad_norm": 3.835108995437622,
"learning_rate": 3.4436598358091577e-06,
"loss": 0.878,
"step": 235
},
{
"epoch": 0.7741935483870968,
"grad_norm": 3.9890787601470947,
"learning_rate": 3.0291562705240107e-06,
"loss": 0.8321,
"step": 240
},
{
"epoch": 0.7903225806451613,
"grad_norm": 3.728030204772949,
"learning_rate": 2.6367430234880286e-06,
"loss": 0.8269,
"step": 245
},
{
"epoch": 0.8064516129032258,
"grad_norm": 3.8121144771575928,
"learning_rate": 2.2676636362076075e-06,
"loss": 0.7872,
"step": 250
},
{
"epoch": 0.8225806451612904,
"grad_norm": 3.7709388732910156,
"learning_rate": 1.9230877061433505e-06,
"loss": 0.8187,
"step": 255
},
{
"epoch": 0.8387096774193549,
"grad_norm": 3.6049516201019287,
"learning_rate": 1.60410718030361e-06,
"loss": 0.8195,
"step": 260
},
{
"epoch": 0.8548387096774194,
"grad_norm": 3.6554863452911377,
"learning_rate": 1.3117328949091634e-06,
"loss": 0.8091,
"step": 265
},
{
"epoch": 0.8709677419354839,
"grad_norm": 3.8024368286132812,
"learning_rate": 1.0468913720946084e-06,
"loss": 0.7855,
"step": 270
},
{
"epoch": 0.8870967741935484,
"grad_norm": 3.79064679145813,
"learning_rate": 8.10421883797694e-07,
"loss": 0.7959,
"step": 275
},
{
"epoch": 0.9032258064516129,
"grad_norm": 3.7366783618927,
"learning_rate": 6.030737921409169e-07,
"loss": 0.7824,
"step": 280
},
{
"epoch": 0.9193548387096774,
"grad_norm": 3.792200803756714,
"learning_rate": 4.2550417473364524e-07,
"loss": 0.7653,
"step": 285
},
{
"epoch": 0.9354838709677419,
"grad_norm": 3.850405216217041,
"learning_rate": 2.7827574242009434e-07,
"loss": 0.759,
"step": 290
},
{
"epoch": 0.9516129032258065,
"grad_norm": 3.8457884788513184,
"learning_rate": 1.6185505607171027e-07,
"loss": 0.7866,
"step": 295
},
{
"epoch": 0.967741935483871,
"grad_norm": 3.824265241622925,
"learning_rate": 7.661104807487607e-08,
"loss": 0.7683,
"step": 300
},
{
"epoch": 0.967741935483871,
"eval_loss": 0.7902069091796875,
"eval_runtime": 5.4529,
"eval_samples_per_second": 196.96,
"eval_steps_per_second": 6.235,
"step": 300
},
{
"epoch": 0.9838709677419355,
"grad_norm": 3.8102200031280518,
"learning_rate": 2.2813853199292745e-08,
"loss": 0.778,
"step": 305
},
{
"epoch": 1.0,
"grad_norm": 3.923637628555298,
"learning_rate": 6.339525519594159e-10,
"loss": 0.7865,
"step": 310
},
{
"epoch": 1.0,
"step": 310,
"total_flos": 1.0839391709062758e+17,
"train_loss": 1.0778046692571333,
"train_runtime": 974.833,
"train_samples_per_second": 20.339,
"train_steps_per_second": 0.318
}
],
"logging_steps": 5,
"max_steps": 310,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.0839391709062758e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}