Ciaranshu's picture
init
c745e5d
raw
history blame
5.6 kB
{
"best_metric": 0.7148585915565491,
"best_model_checkpoint": "../../models/lora/llama-2-7b-multitask_cot_reflection/checkpoint-200",
"epoch": 25.0,
"global_step": 400,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.62,
"learning_rate": 2.9999999999999997e-05,
"loss": 2.4102,
"step": 10
},
{
"epoch": 1.25,
"learning_rate": 5.9999999999999995e-05,
"loss": 2.3324,
"step": 20
},
{
"epoch": 1.88,
"learning_rate": 8.999999999999999e-05,
"loss": 1.9864,
"step": 30
},
{
"epoch": 2.5,
"learning_rate": 0.00011999999999999999,
"loss": 1.6398,
"step": 40
},
{
"epoch": 3.12,
"learning_rate": 0.00015,
"loss": 1.2703,
"step": 50
},
{
"epoch": 3.75,
"learning_rate": 0.00017999999999999998,
"loss": 1.0435,
"step": 60
},
{
"epoch": 4.38,
"learning_rate": 0.00020999999999999998,
"loss": 0.9847,
"step": 70
},
{
"epoch": 5.0,
"learning_rate": 0.00023999999999999998,
"loss": 0.956,
"step": 80
},
{
"epoch": 5.62,
"learning_rate": 0.00027,
"loss": 0.9321,
"step": 90
},
{
"epoch": 6.25,
"learning_rate": 0.0003,
"loss": 0.8775,
"step": 100
},
{
"epoch": 6.88,
"learning_rate": 0.0002921052631578947,
"loss": 0.818,
"step": 110
},
{
"epoch": 7.5,
"learning_rate": 0.0002842105263157894,
"loss": 0.8128,
"step": 120
},
{
"epoch": 8.12,
"learning_rate": 0.0002763157894736842,
"loss": 0.78,
"step": 130
},
{
"epoch": 8.75,
"learning_rate": 0.0002684210526315789,
"loss": 0.7734,
"step": 140
},
{
"epoch": 9.38,
"learning_rate": 0.0002605263157894737,
"loss": 0.7761,
"step": 150
},
{
"epoch": 10.0,
"learning_rate": 0.00025263157894736836,
"loss": 0.7668,
"step": 160
},
{
"epoch": 10.62,
"learning_rate": 0.00024473684210526314,
"loss": 0.7732,
"step": 170
},
{
"epoch": 11.25,
"learning_rate": 0.00023684210526315788,
"loss": 0.7536,
"step": 180
},
{
"epoch": 11.88,
"learning_rate": 0.00022894736842105263,
"loss": 0.7406,
"step": 190
},
{
"epoch": 12.5,
"learning_rate": 0.00022105263157894733,
"loss": 0.7288,
"step": 200
},
{
"epoch": 12.5,
"eval_loss": 0.7148585915565491,
"eval_runtime": 1.0356,
"eval_samples_per_second": 20.277,
"eval_steps_per_second": 2.897,
"step": 200
},
{
"epoch": 13.12,
"learning_rate": 0.00021315789473684208,
"loss": 0.7373,
"step": 210
},
{
"epoch": 13.75,
"learning_rate": 0.00020526315789473683,
"loss": 0.6982,
"step": 220
},
{
"epoch": 14.38,
"learning_rate": 0.00019736842105263157,
"loss": 0.7172,
"step": 230
},
{
"epoch": 15.0,
"learning_rate": 0.0001894736842105263,
"loss": 0.7116,
"step": 240
},
{
"epoch": 15.62,
"learning_rate": 0.00018157894736842105,
"loss": 0.7176,
"step": 250
},
{
"epoch": 16.25,
"learning_rate": 0.0001736842105263158,
"loss": 0.6915,
"step": 260
},
{
"epoch": 16.88,
"learning_rate": 0.00016578947368421052,
"loss": 0.6805,
"step": 270
},
{
"epoch": 17.5,
"learning_rate": 0.00015789473684210524,
"loss": 0.6726,
"step": 280
},
{
"epoch": 18.12,
"learning_rate": 0.00015,
"loss": 0.6736,
"step": 290
},
{
"epoch": 18.75,
"learning_rate": 0.0001421052631578947,
"loss": 0.6431,
"step": 300
},
{
"epoch": 19.38,
"learning_rate": 0.00013421052631578946,
"loss": 0.6579,
"step": 310
},
{
"epoch": 20.0,
"learning_rate": 0.00012631578947368418,
"loss": 0.6454,
"step": 320
},
{
"epoch": 20.62,
"learning_rate": 0.00011842105263157894,
"loss": 0.6592,
"step": 330
},
{
"epoch": 21.25,
"learning_rate": 0.00011052631578947366,
"loss": 0.6382,
"step": 340
},
{
"epoch": 21.88,
"learning_rate": 0.00010263157894736841,
"loss": 0.6219,
"step": 350
},
{
"epoch": 22.5,
"learning_rate": 9.473684210526315e-05,
"loss": 0.6203,
"step": 360
},
{
"epoch": 23.12,
"learning_rate": 8.68421052631579e-05,
"loss": 0.6126,
"step": 370
},
{
"epoch": 23.75,
"learning_rate": 7.894736842105262e-05,
"loss": 0.5904,
"step": 380
},
{
"epoch": 24.38,
"learning_rate": 7.105263157894735e-05,
"loss": 0.6079,
"step": 390
},
{
"epoch": 25.0,
"learning_rate": 6.315789473684209e-05,
"loss": 0.5885,
"step": 400
},
{
"epoch": 25.0,
"eval_loss": 0.7490605711936951,
"eval_runtime": 1.0337,
"eval_samples_per_second": 20.315,
"eval_steps_per_second": 2.902,
"step": 400
}
],
"max_steps": 480,
"num_train_epochs": 30,
"total_flos": 5.331925003272192e+17,
"trial_name": null,
"trial_params": null
}