beamaia's picture
Training in progress, step 200, checkpoint
358b59a verified
raw
history blame
5.97 kB
{
"best_metric": 0.021165071055293083,
"best_model_checkpoint": "./Zephyr/28-03-24-Weni-WeniGPT-QA-Zephyr-7B-5.0.0-KTO_WeniGPT Experiment using KTO trainer with no collator, Mixstral model and random system prompt.-2_max_steps-786_batch_32_2024-03-28_ppid_9/checkpoint-200",
"epoch": 1.5209125475285172,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.15,
"grad_norm": 3.2390341758728027,
"kl": 1.4365953207015991,
"learning_rate": 0.0001666666666666667,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 1.2323,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 20
},
{
"epoch": 0.3,
"grad_norm": 0.6226775050163269,
"kl": 0.1346512734889984,
"learning_rate": 0.00019580052493438322,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.1437,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 40
},
{
"epoch": 0.38,
"eval_kl": 0.0960722267627716,
"eval_logps/chosen": -158.278564453125,
"eval_logps/rejected": -400.1436767578125,
"eval_loss": 0.028233768418431282,
"eval_rewards/chosen": 5.2842488288879395,
"eval_rewards/margins": 25.394336700439453,
"eval_rewards/rejected": -20.11008644104004,
"eval_runtime": 214.1148,
"eval_samples_per_second": 2.232,
"eval_steps_per_second": 0.56,
"step": 50
},
{
"epoch": 0.46,
"grad_norm": 1.9644193649291992,
"kl": 0.026479745283722878,
"learning_rate": 0.0001905511811023622,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.1405,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 60
},
{
"epoch": 0.61,
"grad_norm": 0.28626948595046997,
"kl": 0.018679404631257057,
"learning_rate": 0.00018530183727034121,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.1041,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 80
},
{
"epoch": 0.76,
"grad_norm": 0.0979766920208931,
"kl": 0.0,
"learning_rate": 0.00018005249343832022,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0615,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 100
},
{
"epoch": 0.76,
"eval_kl": 0.5886130928993225,
"eval_logps/chosen": -153.61863708496094,
"eval_logps/rejected": -383.54296875,
"eval_loss": 0.022206587716937065,
"eval_rewards/chosen": 5.750241756439209,
"eval_rewards/margins": 24.20025062561035,
"eval_rewards/rejected": -18.450010299682617,
"eval_runtime": 213.9917,
"eval_samples_per_second": 2.234,
"eval_steps_per_second": 0.561,
"step": 100
},
{
"epoch": 0.91,
"grad_norm": 0.3924414813518524,
"kl": 0.0,
"learning_rate": 0.00017480314960629923,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0396,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 120
},
{
"epoch": 1.06,
"grad_norm": 0.0917697548866272,
"kl": 0.2697001099586487,
"learning_rate": 0.00016955380577427821,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0346,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 140
},
{
"epoch": 1.14,
"eval_kl": 0.3035987615585327,
"eval_logps/chosen": -162.28248596191406,
"eval_logps/rejected": -612.7335205078125,
"eval_loss": 0.03983871266245842,
"eval_rewards/chosen": 4.883855819702148,
"eval_rewards/margins": 46.25292205810547,
"eval_rewards/rejected": -41.36906814575195,
"eval_runtime": 214.0091,
"eval_samples_per_second": 2.234,
"eval_steps_per_second": 0.561,
"step": 150
},
{
"epoch": 1.22,
"grad_norm": 0.16112379729747772,
"kl": 0.2598298192024231,
"learning_rate": 0.00016430446194225722,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0437,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 160
},
{
"epoch": 1.37,
"grad_norm": 0.04856234788894653,
"kl": 0.09709737449884415,
"learning_rate": 0.00015958005249343832,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0288,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 180
},
{
"epoch": 1.52,
"grad_norm": 0.5220792889595032,
"kl": 0.055810533463954926,
"learning_rate": 0.00015433070866141733,
"logps/chosen": NaN,
"logps/rejected": NaN,
"loss": 0.0563,
"rewards/chosen": NaN,
"rewards/margins": NaN,
"rewards/rejected": NaN,
"step": 200
},
{
"epoch": 1.52,
"eval_kl": 0.15839433670043945,
"eval_logps/chosen": -149.37533569335938,
"eval_logps/rejected": -463.8907165527344,
"eval_loss": 0.021165071055293083,
"eval_rewards/chosen": 6.174570083618164,
"eval_rewards/margins": 32.65935134887695,
"eval_rewards/rejected": -26.48478126525879,
"eval_runtime": 214.0155,
"eval_samples_per_second": 2.233,
"eval_steps_per_second": 0.561,
"step": 200
}
],
"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": 4,
"trial_name": null,
"trial_params": null
}