dzanbek's picture
Training in progress, step 25, checkpoint
663c3f5 verified
raw
history blame
6.97 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.042625745950554135,
"eval_steps": 3,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0017050298380221654,
"grad_norm": 1.6034964323043823,
"learning_rate": 5e-05,
"loss": 1.4885,
"step": 1
},
{
"epoch": 0.0017050298380221654,
"eval_loss": 1.3765087127685547,
"eval_runtime": 115.0675,
"eval_samples_per_second": 6.44,
"eval_steps_per_second": 1.616,
"step": 1
},
{
"epoch": 0.0034100596760443308,
"grad_norm": 1.3994951248168945,
"learning_rate": 0.0001,
"loss": 1.639,
"step": 2
},
{
"epoch": 0.005115089514066497,
"grad_norm": 1.1658259630203247,
"learning_rate": 9.565217391304348e-05,
"loss": 1.2317,
"step": 3
},
{
"epoch": 0.005115089514066497,
"eval_loss": 1.2974878549575806,
"eval_runtime": 115.0701,
"eval_samples_per_second": 6.44,
"eval_steps_per_second": 1.616,
"step": 3
},
{
"epoch": 0.0068201193520886615,
"grad_norm": 4.647302150726318,
"learning_rate": 9.130434782608696e-05,
"loss": 2.0665,
"step": 4
},
{
"epoch": 0.008525149190110827,
"grad_norm": 1.481662392616272,
"learning_rate": 8.695652173913044e-05,
"loss": 1.6932,
"step": 5
},
{
"epoch": 0.010230179028132993,
"grad_norm": 3.079343795776367,
"learning_rate": 8.260869565217392e-05,
"loss": 1.7811,
"step": 6
},
{
"epoch": 0.010230179028132993,
"eval_loss": 1.2517597675323486,
"eval_runtime": 115.501,
"eval_samples_per_second": 6.416,
"eval_steps_per_second": 1.61,
"step": 6
},
{
"epoch": 0.011935208866155157,
"grad_norm": 0.97172611951828,
"learning_rate": 7.82608695652174e-05,
"loss": 1.6069,
"step": 7
},
{
"epoch": 0.013640238704177323,
"grad_norm": 0.934044599533081,
"learning_rate": 7.391304347826086e-05,
"loss": 1.2855,
"step": 8
},
{
"epoch": 0.015345268542199489,
"grad_norm": 0.8091419339179993,
"learning_rate": 6.956521739130436e-05,
"loss": 1.1789,
"step": 9
},
{
"epoch": 0.015345268542199489,
"eval_loss": 1.2307988405227661,
"eval_runtime": 115.0172,
"eval_samples_per_second": 6.443,
"eval_steps_per_second": 1.617,
"step": 9
},
{
"epoch": 0.017050298380221655,
"grad_norm": 0.9011499285697937,
"learning_rate": 6.521739130434783e-05,
"loss": 1.3867,
"step": 10
},
{
"epoch": 0.01875532821824382,
"grad_norm": 0.7925646901130676,
"learning_rate": 6.086956521739131e-05,
"loss": 1.3662,
"step": 11
},
{
"epoch": 0.020460358056265986,
"grad_norm": 0.7750657796859741,
"learning_rate": 5.652173913043478e-05,
"loss": 1.2866,
"step": 12
},
{
"epoch": 0.020460358056265986,
"eval_loss": 1.2137305736541748,
"eval_runtime": 115.3185,
"eval_samples_per_second": 6.426,
"eval_steps_per_second": 1.613,
"step": 12
},
{
"epoch": 0.02216538789428815,
"grad_norm": 1.9830117225646973,
"learning_rate": 5.217391304347826e-05,
"loss": 1.6887,
"step": 13
},
{
"epoch": 0.023870417732310314,
"grad_norm": 0.6523770093917847,
"learning_rate": 4.782608695652174e-05,
"loss": 1.3654,
"step": 14
},
{
"epoch": 0.02557544757033248,
"grad_norm": 0.7408842444419861,
"learning_rate": 4.347826086956522e-05,
"loss": 1.344,
"step": 15
},
{
"epoch": 0.02557544757033248,
"eval_loss": 1.2061489820480347,
"eval_runtime": 115.3493,
"eval_samples_per_second": 6.424,
"eval_steps_per_second": 1.612,
"step": 15
},
{
"epoch": 0.027280477408354646,
"grad_norm": 0.7093881964683533,
"learning_rate": 3.91304347826087e-05,
"loss": 1.3975,
"step": 16
},
{
"epoch": 0.028985507246376812,
"grad_norm": 0.8234415054321289,
"learning_rate": 3.478260869565218e-05,
"loss": 1.1462,
"step": 17
},
{
"epoch": 0.030690537084398978,
"grad_norm": 0.801357090473175,
"learning_rate": 3.0434782608695656e-05,
"loss": 1.4323,
"step": 18
},
{
"epoch": 0.030690537084398978,
"eval_loss": 1.2006877660751343,
"eval_runtime": 115.0416,
"eval_samples_per_second": 6.441,
"eval_steps_per_second": 1.617,
"step": 18
},
{
"epoch": 0.03239556692242114,
"grad_norm": 0.6534079313278198,
"learning_rate": 2.608695652173913e-05,
"loss": 1.3427,
"step": 19
},
{
"epoch": 0.03410059676044331,
"grad_norm": 0.6739923357963562,
"learning_rate": 2.173913043478261e-05,
"loss": 1.3338,
"step": 20
},
{
"epoch": 0.03580562659846547,
"grad_norm": 0.7460229396820068,
"learning_rate": 1.739130434782609e-05,
"loss": 1.2776,
"step": 21
},
{
"epoch": 0.03580562659846547,
"eval_loss": 1.1980022192001343,
"eval_runtime": 115.3914,
"eval_samples_per_second": 6.422,
"eval_steps_per_second": 1.612,
"step": 21
},
{
"epoch": 0.03751065643648764,
"grad_norm": 0.8048145771026611,
"learning_rate": 1.3043478260869566e-05,
"loss": 1.3784,
"step": 22
},
{
"epoch": 0.0392156862745098,
"grad_norm": 0.7263695001602173,
"learning_rate": 8.695652173913044e-06,
"loss": 1.5492,
"step": 23
},
{
"epoch": 0.04092071611253197,
"grad_norm": 0.693609356880188,
"learning_rate": 4.347826086956522e-06,
"loss": 1.2394,
"step": 24
},
{
"epoch": 0.04092071611253197,
"eval_loss": 1.1968275308609009,
"eval_runtime": 115.6679,
"eval_samples_per_second": 6.406,
"eval_steps_per_second": 1.608,
"step": 24
},
{
"epoch": 0.042625745950554135,
"grad_norm": 0.8267568945884705,
"learning_rate": 0.0,
"loss": 1.0747,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"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": true
},
"attributes": {}
}
},
"total_flos": 1.6105266286166016e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}