kto-test / checkpoint-300 /trainer_state.json
beamaia's picture
Training in progress, step 300, checkpoint
d1028c6 verified
raw
history blame
No virus
8.47 kB
{
"best_metric": 0.014748962596058846,
"best_model_checkpoint": "./Zephyr/27-03-24-Weni-kto-test_WeniGPT Experiment using KTO trainer with no collator-2_max_steps-786_batch_16_2024-03-27_ppid_1885/checkpoint-300",
"epoch": 2.2857142857142856,
"eval_steps": 50,
"global_step": 300,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"grad_norm": 2.2224462032318115,
"kl": 0.054589949548244476,
"learning_rate": 0.0001666666666666667,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 704.2891,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 2.9781014919281006,
"kl": 0.014553820714354515,
"learning_rate": 0.00019580052493438322,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 371.0873,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 40
},
{
"epoch": 0.38,
"eval_kl": 0.014955863356590271,
"eval_logps/chosen": -139.6813507080078,
"eval_logps/rejected": -288.11480712890625,
"eval_loss": 0.0440419502556324,
"eval_rewards/chosen": 4.680752754211426,
"eval_rewards/margins": 14.199661254882812,
"eval_rewards/rejected": -9.518909454345703,
"eval_runtime": 437.1874,
"eval_samples_per_second": 1.07,
"eval_steps_per_second": 0.268,
"step": 50
},
{
"epoch": 0.46,
"grad_norm": 0.7002557516098022,
"kl": 0.36391472816467285,
"learning_rate": 0.0001905511811023622,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 165.1605,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 60
},
{
"epoch": 0.61,
"grad_norm": 0.5644651651382446,
"kl": 0.01063810009509325,
"learning_rate": 0.00018556430446194227,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 89.197,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 80
},
{
"epoch": 0.76,
"grad_norm": 0.18941974639892578,
"kl": 0.0,
"learning_rate": 0.0001805774278215223,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 57.9834,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 100
},
{
"epoch": 0.76,
"eval_kl": 0.0,
"eval_logps/chosen": -135.0946807861328,
"eval_logps/rejected": -511.870361328125,
"eval_loss": 0.027495555579662323,
"eval_rewards/chosen": 5.139419078826904,
"eval_rewards/margins": 37.033878326416016,
"eval_rewards/rejected": -31.89446258544922,
"eval_runtime": 437.2677,
"eval_samples_per_second": 1.07,
"eval_steps_per_second": 0.268,
"step": 100
},
{
"epoch": 0.91,
"grad_norm": 1.2737089395523071,
"kl": 0.0,
"learning_rate": 0.00017532808398950132,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 1101.4947,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 120
},
{
"epoch": 1.07,
"grad_norm": 0.10652273148298264,
"kl": 0.0,
"learning_rate": 0.00017007874015748033,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 37.3685,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 140
},
{
"epoch": 1.14,
"eval_kl": 0.0,
"eval_logps/chosen": -133.9324951171875,
"eval_logps/rejected": -464.85992431640625,
"eval_loss": 0.019584182649850845,
"eval_rewards/chosen": 5.25563907623291,
"eval_rewards/margins": 32.449058532714844,
"eval_rewards/rejected": -27.19342041015625,
"eval_runtime": 437.0658,
"eval_samples_per_second": 1.071,
"eval_steps_per_second": 0.268,
"step": 150
},
{
"epoch": 1.22,
"grad_norm": 0.060089632868766785,
"kl": 0.21830137073993683,
"learning_rate": 0.00016482939632545934,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 91.1641,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 160
},
{
"epoch": 1.37,
"grad_norm": 0.08910108357667923,
"kl": 0.03056584671139717,
"learning_rate": 0.00015958005249343832,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 8.2078,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 180
},
{
"epoch": 1.52,
"grad_norm": 0.025327660143375397,
"kl": 0.0,
"learning_rate": 0.00015433070866141733,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 3.6561,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 200
},
{
"epoch": 1.52,
"eval_kl": 0.0,
"eval_logps/chosen": -132.1833038330078,
"eval_logps/rejected": -419.2353820800781,
"eval_loss": 0.016207611188292503,
"eval_rewards/chosen": 5.430557727813721,
"eval_rewards/margins": 28.061521530151367,
"eval_rewards/rejected": -22.630962371826172,
"eval_runtime": 437.1734,
"eval_samples_per_second": 1.071,
"eval_steps_per_second": 0.268,
"step": 200
},
{
"epoch": 1.68,
"grad_norm": 0.04120240360498428,
"kl": 0.04972388595342636,
"learning_rate": 0.00014908136482939634,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 21.787,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 220
},
{
"epoch": 1.83,
"grad_norm": 0.043324064463377,
"kl": 0.09086960554122925,
"learning_rate": 0.00014383202099737535,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 59.5367,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 240
},
{
"epoch": 1.9,
"eval_kl": 0.0,
"eval_logps/chosen": -129.1339111328125,
"eval_logps/rejected": -504.5447998046875,
"eval_loss": 0.01432154793292284,
"eval_rewards/chosen": 5.7354960441589355,
"eval_rewards/margins": 36.89740753173828,
"eval_rewards/rejected": -31.161909103393555,
"eval_runtime": 437.5542,
"eval_samples_per_second": 1.07,
"eval_steps_per_second": 0.267,
"step": 250
},
{
"epoch": 1.98,
"grad_norm": 0.028953969478607178,
"kl": 0.0,
"learning_rate": 0.00013858267716535433,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 5.7556,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 260
},
{
"epoch": 2.13,
"grad_norm": 0.022753821685910225,
"kl": 0.18936340510845184,
"learning_rate": 0.00013333333333333334,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 4.7774,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 280
},
{
"epoch": 2.29,
"grad_norm": 0.038736581802368164,
"kl": 0.0,
"learning_rate": 0.00012808398950131235,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 13.1891,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 300
},
{
"epoch": 2.29,
"eval_kl": 0.0,
"eval_logps/chosen": -130.3461151123047,
"eval_logps/rejected": -503.4655456542969,
"eval_loss": 0.014748962596058846,
"eval_rewards/chosen": 5.614275932312012,
"eval_rewards/margins": 36.66826248168945,
"eval_rewards/rejected": -31.05398178100586,
"eval_runtime": 437.6283,
"eval_samples_per_second": 1.069,
"eval_steps_per_second": 0.267,
"step": 300
}
],
"logging_steps": 20,
"max_steps": 786,
"num_input_tokens_seen": 0,
"num_train_epochs": 6,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}