zephyr-7b-sft-lora / trainer_state.json
EvgeniyZh's picture
Model save
7d7e8cd
raw
history blame
No virus
7.52 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9986232216613126,
"eval_steps": 500,
"global_step": 272,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.9999332998034515e-05,
"loss": 1.9596,
"step": 1
},
{
"epoch": 0.02,
"learning_rate": 1.99833293993636e-05,
"loss": 1.9397,
"step": 5
},
{
"epoch": 0.04,
"learning_rate": 1.99333731792395e-05,
"loss": 1.8704,
"step": 10
},
{
"epoch": 0.06,
"learning_rate": 1.985029789966671e-05,
"loss": 1.7903,
"step": 15
},
{
"epoch": 0.07,
"learning_rate": 1.9734380543606932e-05,
"loss": 1.6992,
"step": 20
},
{
"epoch": 0.09,
"learning_rate": 1.9586007593450098e-05,
"loss": 1.6678,
"step": 25
},
{
"epoch": 0.11,
"learning_rate": 1.9405673742435677e-05,
"loss": 1.6189,
"step": 30
},
{
"epoch": 0.13,
"learning_rate": 1.9193980245285967e-05,
"loss": 1.6122,
"step": 35
},
{
"epoch": 0.15,
"learning_rate": 1.8951632913550625e-05,
"loss": 1.5687,
"step": 40
},
{
"epoch": 0.17,
"learning_rate": 1.8679439762346186e-05,
"loss": 1.5472,
"step": 45
},
{
"epoch": 0.18,
"learning_rate": 1.8378308316336585e-05,
"loss": 1.5302,
"step": 50
},
{
"epoch": 0.2,
"learning_rate": 1.8049242583936923e-05,
"loss": 1.5045,
"step": 55
},
{
"epoch": 0.22,
"learning_rate": 1.769333970982879e-05,
"loss": 1.49,
"step": 60
},
{
"epoch": 0.24,
"learning_rate": 1.7311786316948112e-05,
"loss": 1.4782,
"step": 65
},
{
"epoch": 0.26,
"learning_rate": 1.6905854550141717e-05,
"loss": 1.4596,
"step": 70
},
{
"epoch": 0.28,
"learning_rate": 1.647689783468362e-05,
"loss": 1.4509,
"step": 75
},
{
"epoch": 0.29,
"learning_rate": 1.6026346363792565e-05,
"loss": 1.4295,
"step": 80
},
{
"epoch": 0.31,
"learning_rate": 1.5555702330196024e-05,
"loss": 1.4301,
"step": 85
},
{
"epoch": 0.33,
"learning_rate": 1.5066534917639195e-05,
"loss": 1.4297,
"step": 90
},
{
"epoch": 0.35,
"learning_rate": 1.4560475069037895e-05,
"loss": 1.4161,
"step": 95
},
{
"epoch": 0.37,
"learning_rate": 1.403921004871895e-05,
"loss": 1.4144,
"step": 100
},
{
"epoch": 0.39,
"learning_rate": 1.350447781687826e-05,
"loss": 1.4051,
"step": 105
},
{
"epoch": 0.4,
"learning_rate": 1.2958061235012707e-05,
"loss": 1.4061,
"step": 110
},
{
"epoch": 0.42,
"learning_rate": 1.2401782121645767e-05,
"loss": 1.3968,
"step": 115
},
{
"epoch": 0.44,
"learning_rate": 1.1837495178165706e-05,
"loss": 1.3946,
"step": 120
},
{
"epoch": 0.46,
"learning_rate": 1.126708180502834e-05,
"loss": 1.382,
"step": 125
},
{
"epoch": 0.48,
"learning_rate": 1.0692443828941918e-05,
"loss": 1.3844,
"step": 130
},
{
"epoch": 0.5,
"learning_rate": 1.0115497161948409e-05,
"loss": 1.3857,
"step": 135
},
{
"epoch": 0.51,
"learning_rate": 9.538165413542607e-06,
"loss": 1.3812,
"step": 140
},
{
"epoch": 0.53,
"learning_rate": 8.962373477126983e-06,
"loss": 1.3657,
"step": 145
},
{
"epoch": 0.55,
"learning_rate": 8.39004111218587e-06,
"loss": 1.3757,
"step": 150
},
{
"epoch": 0.57,
"learning_rate": 7.823076543576718e-06,
"loss": 1.3713,
"step": 155
},
{
"epoch": 0.59,
"learning_rate": 7.263370099279173e-06,
"loss": 1.3653,
"step": 160
},
{
"epoch": 0.61,
"learning_rate": 6.712787907814542e-06,
"loss": 1.3749,
"step": 165
},
{
"epoch": 0.62,
"learning_rate": 6.173165676349103e-06,
"loss": 1.3718,
"step": 170
},
{
"epoch": 0.64,
"learning_rate": 5.646302570225919e-06,
"loss": 1.3728,
"step": 175
},
{
"epoch": 0.66,
"learning_rate": 5.133955214331439e-06,
"loss": 1.3672,
"step": 180
},
{
"epoch": 0.68,
"learning_rate": 4.637831836297103e-06,
"loss": 1.366,
"step": 185
},
{
"epoch": 0.7,
"learning_rate": 4.1595865710632366e-06,
"loss": 1.3708,
"step": 190
},
{
"epoch": 0.72,
"learning_rate": 3.700813945794425e-06,
"loss": 1.37,
"step": 195
},
{
"epoch": 0.73,
"learning_rate": 3.2630435635344283e-06,
"loss": 1.3679,
"step": 200
},
{
"epoch": 0.75,
"learning_rate": 2.847735003325868e-06,
"loss": 1.3671,
"step": 205
},
{
"epoch": 0.77,
"learning_rate": 2.456272953798361e-06,
"loss": 1.3677,
"step": 210
},
{
"epoch": 0.79,
"learning_rate": 2.0899625964503113e-06,
"loss": 1.3675,
"step": 215
},
{
"epoch": 0.81,
"learning_rate": 1.7500252540169782e-06,
"loss": 1.3647,
"step": 220
},
{
"epoch": 0.83,
"learning_rate": 1.4375943184337871e-06,
"loss": 1.371,
"step": 225
},
{
"epoch": 0.84,
"learning_rate": 1.1537114719714482e-06,
"loss": 1.3622,
"step": 230
},
{
"epoch": 0.86,
"learning_rate": 8.993232141421415e-07,
"loss": 1.3596,
"step": 235
},
{
"epoch": 0.88,
"learning_rate": 6.752777059564431e-07,
"loss": 1.369,
"step": 240
},
{
"epoch": 0.9,
"learning_rate": 4.823219420526182e-07,
"loss": 1.3621,
"step": 245
},
{
"epoch": 0.92,
"learning_rate": 3.2109926012677484e-07,
"loss": 1.3649,
"step": 250
},
{
"epoch": 0.94,
"learning_rate": 1.921471959676957e-07,
"loss": 1.3646,
"step": 255
},
{
"epoch": 0.95,
"learning_rate": 9.589569124794918e-08,
"loss": 1.3552,
"step": 260
},
{
"epoch": 0.97,
"learning_rate": 3.266566004670013e-08,
"loss": 1.3669,
"step": 265
},
{
"epoch": 0.99,
"learning_rate": 2.667918883627607e-09,
"loss": 1.3681,
"step": 270
},
{
"epoch": 1.0,
"eval_loss": 1.0922234058380127,
"eval_runtime": 2386.6161,
"eval_samples_per_second": 6.466,
"eval_steps_per_second": 0.101,
"step": 272
},
{
"epoch": 1.0,
"step": 272,
"total_flos": 7631468079611904.0,
"train_loss": 1.4444872824584736,
"train_runtime": 72477.8005,
"train_samples_per_second": 1.924,
"train_steps_per_second": 0.004
}
],
"logging_steps": 5,
"max_steps": 272,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"total_flos": 7631468079611904.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}