clarxus's picture
Training in progress, step 100, checkpoint
9d813cb verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.1363636363636362,
"eval_steps": 9,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011363636363636364,
"eval_loss": 3.371885061264038,
"eval_runtime": 16.7352,
"eval_samples_per_second": 8.844,
"eval_steps_per_second": 1.135,
"step": 1
},
{
"epoch": 0.03409090909090909,
"grad_norm": 0.9526873826980591,
"learning_rate": 1.5e-05,
"loss": 3.4877,
"step": 3
},
{
"epoch": 0.06818181818181818,
"grad_norm": 0.9885739088058472,
"learning_rate": 3e-05,
"loss": 3.3668,
"step": 6
},
{
"epoch": 0.10227272727272728,
"grad_norm": 1.137595772743225,
"learning_rate": 4.5e-05,
"loss": 3.5998,
"step": 9
},
{
"epoch": 0.10227272727272728,
"eval_loss": 3.313127279281616,
"eval_runtime": 17.0437,
"eval_samples_per_second": 8.684,
"eval_steps_per_second": 1.115,
"step": 9
},
{
"epoch": 0.13636363636363635,
"grad_norm": 1.3410749435424805,
"learning_rate": 4.993910125649561e-05,
"loss": 3.3443,
"step": 12
},
{
"epoch": 0.17045454545454544,
"grad_norm": 1.3125852346420288,
"learning_rate": 4.962019382530521e-05,
"loss": 3.127,
"step": 15
},
{
"epoch": 0.20454545454545456,
"grad_norm": 1.3217312097549438,
"learning_rate": 4.9031542398457974e-05,
"loss": 3.0135,
"step": 18
},
{
"epoch": 0.20454545454545456,
"eval_loss": 2.8074119091033936,
"eval_runtime": 17.0586,
"eval_samples_per_second": 8.676,
"eval_steps_per_second": 1.114,
"step": 18
},
{
"epoch": 0.23863636363636365,
"grad_norm": 1.6107302904129028,
"learning_rate": 4.817959636416969e-05,
"loss": 2.6472,
"step": 21
},
{
"epoch": 0.2727272727272727,
"grad_norm": 1.6939775943756104,
"learning_rate": 4.707368982147318e-05,
"loss": 2.6063,
"step": 24
},
{
"epoch": 0.3068181818181818,
"grad_norm": 1.569953203201294,
"learning_rate": 4.572593931387604e-05,
"loss": 2.5102,
"step": 27
},
{
"epoch": 0.3068181818181818,
"eval_loss": 2.223207473754883,
"eval_runtime": 17.0516,
"eval_samples_per_second": 8.68,
"eval_steps_per_second": 1.114,
"step": 27
},
{
"epoch": 0.3409090909090909,
"grad_norm": 1.427184820175171,
"learning_rate": 4.415111107797445e-05,
"loss": 2.1669,
"step": 30
},
{
"epoch": 0.375,
"grad_norm": 1.5676186084747314,
"learning_rate": 4.2366459261474933e-05,
"loss": 2.2602,
"step": 33
},
{
"epoch": 0.4090909090909091,
"grad_norm": 1.4393879175186157,
"learning_rate": 4.039153688314145e-05,
"loss": 2.3522,
"step": 36
},
{
"epoch": 0.4090909090909091,
"eval_loss": 2.0838232040405273,
"eval_runtime": 17.0641,
"eval_samples_per_second": 8.673,
"eval_steps_per_second": 1.113,
"step": 36
},
{
"epoch": 0.4431818181818182,
"grad_norm": 1.435742974281311,
"learning_rate": 3.824798160583012e-05,
"loss": 2.0674,
"step": 39
},
{
"epoch": 0.4772727272727273,
"grad_norm": 1.354801893234253,
"learning_rate": 3.5959278669726935e-05,
"loss": 2.2818,
"step": 42
},
{
"epoch": 0.5113636363636364,
"grad_norm": 1.3888118267059326,
"learning_rate": 3.355050358314172e-05,
"loss": 2.0912,
"step": 45
},
{
"epoch": 0.5113636363636364,
"eval_loss": 2.0078811645507812,
"eval_runtime": 17.0471,
"eval_samples_per_second": 8.682,
"eval_steps_per_second": 1.115,
"step": 45
},
{
"epoch": 0.5454545454545454,
"grad_norm": 1.4527229070663452,
"learning_rate": 3.104804738999169e-05,
"loss": 1.8334,
"step": 48
},
{
"epoch": 0.5795454545454546,
"grad_norm": 1.287550449371338,
"learning_rate": 2.8479327524001636e-05,
"loss": 2.0519,
"step": 51
},
{
"epoch": 0.6136363636363636,
"grad_norm": 1.421475887298584,
"learning_rate": 2.587248741756253e-05,
"loss": 2.0602,
"step": 54
},
{
"epoch": 0.6136363636363636,
"eval_loss": 1.96761155128479,
"eval_runtime": 17.0648,
"eval_samples_per_second": 8.673,
"eval_steps_per_second": 1.113,
"step": 54
},
{
"epoch": 0.6477272727272727,
"grad_norm": 1.5127720832824707,
"learning_rate": 2.3256088156396868e-05,
"loss": 2.1334,
"step": 57
},
{
"epoch": 0.6818181818181818,
"grad_norm": 1.5170916318893433,
"learning_rate": 2.0658795558326743e-05,
"loss": 2.007,
"step": 60
},
{
"epoch": 0.7159090909090909,
"grad_norm": 1.511754035949707,
"learning_rate": 1.8109066104575023e-05,
"loss": 2.039,
"step": 63
},
{
"epoch": 0.7159090909090909,
"eval_loss": 1.945967435836792,
"eval_runtime": 17.0402,
"eval_samples_per_second": 8.685,
"eval_steps_per_second": 1.115,
"step": 63
},
{
"epoch": 0.75,
"grad_norm": 1.5611883401870728,
"learning_rate": 1.56348351646022e-05,
"loss": 2.1365,
"step": 66
},
{
"epoch": 0.7840909090909091,
"grad_norm": 1.4377385377883911,
"learning_rate": 1.3263210930352737e-05,
"loss": 2.111,
"step": 69
},
{
"epoch": 0.8181818181818182,
"grad_norm": 1.4909229278564453,
"learning_rate": 1.1020177413231334e-05,
"loss": 2.0401,
"step": 72
},
{
"epoch": 0.8181818181818182,
"eval_loss": 1.9314323663711548,
"eval_runtime": 17.0455,
"eval_samples_per_second": 8.683,
"eval_steps_per_second": 1.115,
"step": 72
},
{
"epoch": 0.8522727272727273,
"grad_norm": 1.535409688949585,
"learning_rate": 8.930309757836517e-06,
"loss": 2.0856,
"step": 75
},
{
"epoch": 0.8863636363636364,
"grad_norm": 1.479998230934143,
"learning_rate": 7.016504991533726e-06,
"loss": 1.9215,
"step": 78
},
{
"epoch": 0.9204545454545454,
"grad_norm": 1.4978396892547607,
"learning_rate": 5.299731159831953e-06,
"loss": 2.0011,
"step": 81
},
{
"epoch": 0.9204545454545454,
"eval_loss": 1.9259672164916992,
"eval_runtime": 17.0378,
"eval_samples_per_second": 8.687,
"eval_steps_per_second": 1.115,
"step": 81
},
{
"epoch": 0.9545454545454546,
"grad_norm": 1.4255573749542236,
"learning_rate": 3.798797596089351e-06,
"loss": 2.1283,
"step": 84
},
{
"epoch": 0.9886363636363636,
"grad_norm": 1.549778938293457,
"learning_rate": 2.5301488425208296e-06,
"loss": 1.9712,
"step": 87
},
{
"epoch": 1.0227272727272727,
"grad_norm": 1.6622482538223267,
"learning_rate": 1.5076844803522922e-06,
"loss": 1.9208,
"step": 90
},
{
"epoch": 1.0227272727272727,
"eval_loss": 1.922031283378601,
"eval_runtime": 17.0501,
"eval_samples_per_second": 8.68,
"eval_steps_per_second": 1.114,
"step": 90
},
{
"epoch": 1.0568181818181819,
"grad_norm": 1.373210072517395,
"learning_rate": 7.426068431000882e-07,
"loss": 1.8497,
"step": 93
},
{
"epoch": 1.0909090909090908,
"grad_norm": 1.4251350164413452,
"learning_rate": 2.4329828146074095e-07,
"loss": 1.8534,
"step": 96
},
{
"epoch": 1.125,
"grad_norm": 1.5110843181610107,
"learning_rate": 1.522932452260595e-08,
"loss": 1.7715,
"step": 99
},
{
"epoch": 1.125,
"eval_loss": 1.9205644130706787,
"eval_runtime": 17.0633,
"eval_samples_per_second": 8.674,
"eval_steps_per_second": 1.114,
"step": 99
}
],
"logging_steps": 3,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 9,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.379352952411259e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}