vanilla_doff_dpo_iter_2 / trainer_state.json
YYYYYYibo's picture
Model save
4325609 verified
raw
history blame
8.86 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9991836734693877,
"eval_steps": 100,
"global_step": 153,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 3.125e-07,
"logits/chosen": -2.6383626461029053,
"logits/rejected": -2.6590394973754883,
"logps/chosen": -263.8804626464844,
"logps/rejected": -342.5028381347656,
"loss": 0.6931,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.07,
"learning_rate": 3.125e-06,
"logits/chosen": -2.692108392715454,
"logits/rejected": -2.6769356727600098,
"logps/chosen": -251.55091857910156,
"logps/rejected": -279.13623046875,
"loss": 0.693,
"rewards/accuracies": 0.4444444477558136,
"rewards/chosen": 0.006078645121306181,
"rewards/margins": 0.001292299828492105,
"rewards/rejected": 0.004786345642060041,
"step": 10
},
{
"epoch": 0.13,
"learning_rate": 4.989490450759331e-06,
"logits/chosen": -2.7136893272399902,
"logits/rejected": -2.6634609699249268,
"logps/chosen": -246.88778686523438,
"logps/rejected": -270.17083740234375,
"loss": 0.6909,
"rewards/accuracies": 0.5625,
"rewards/chosen": 0.009861673228442669,
"rewards/margins": 0.002566133625805378,
"rewards/rejected": 0.007295539136976004,
"step": 20
},
{
"epoch": 0.2,
"learning_rate": 4.872270441827174e-06,
"logits/chosen": -2.7332160472869873,
"logits/rejected": -2.6656548976898193,
"logps/chosen": -276.451416015625,
"logps/rejected": -291.919189453125,
"loss": 0.6845,
"rewards/accuracies": 0.578125,
"rewards/chosen": -0.0339818000793457,
"rewards/margins": 0.020258868113160133,
"rewards/rejected": -0.05424066632986069,
"step": 30
},
{
"epoch": 0.26,
"learning_rate": 4.630851211353007e-06,
"logits/chosen": -2.623366117477417,
"logits/rejected": -2.5993411540985107,
"logps/chosen": -253.49966430664062,
"logps/rejected": -300.6990966796875,
"loss": 0.6794,
"rewards/accuracies": 0.590624988079071,
"rewards/chosen": -0.047824542969465256,
"rewards/margins": 0.032587505877017975,
"rewards/rejected": -0.08041204512119293,
"step": 40
},
{
"epoch": 0.33,
"learning_rate": 4.277872161641682e-06,
"logits/chosen": -2.695284366607666,
"logits/rejected": -2.6641030311584473,
"logps/chosen": -250.3493194580078,
"logps/rejected": -272.2112731933594,
"loss": 0.6766,
"rewards/accuracies": 0.581250011920929,
"rewards/chosen": -0.006258129142224789,
"rewards/margins": 0.02742757275700569,
"rewards/rejected": -0.033685702830553055,
"step": 50
},
{
"epoch": 0.39,
"learning_rate": 3.831813362428005e-06,
"logits/chosen": -2.6273930072784424,
"logits/rejected": -2.5842039585113525,
"logps/chosen": -262.25286865234375,
"logps/rejected": -298.41510009765625,
"loss": 0.667,
"rewards/accuracies": 0.6312500238418579,
"rewards/chosen": -0.15569987893104553,
"rewards/margins": 0.06216084957122803,
"rewards/rejected": -0.21786072850227356,
"step": 60
},
{
"epoch": 0.46,
"learning_rate": 3.3160280345958614e-06,
"logits/chosen": -2.6327927112579346,
"logits/rejected": -2.5868000984191895,
"logps/chosen": -278.89703369140625,
"logps/rejected": -314.3589172363281,
"loss": 0.6649,
"rewards/accuracies": 0.609375,
"rewards/chosen": -0.1321047842502594,
"rewards/margins": 0.05293331667780876,
"rewards/rejected": -0.18503807485103607,
"step": 70
},
{
"epoch": 0.52,
"learning_rate": 2.757519902117886e-06,
"logits/chosen": -2.6241769790649414,
"logits/rejected": -2.61041522026062,
"logps/chosen": -260.6992492675781,
"logps/rejected": -272.4108581542969,
"loss": 0.6678,
"rewards/accuracies": 0.6031249761581421,
"rewards/chosen": -0.16336451470851898,
"rewards/margins": 0.07086249440908432,
"rewards/rejected": -0.2342270165681839,
"step": 80
},
{
"epoch": 0.59,
"learning_rate": 2.185529423440807e-06,
"logits/chosen": -2.6284656524658203,
"logits/rejected": -2.6176791191101074,
"logps/chosen": -282.1419372558594,
"logps/rejected": -331.07354736328125,
"loss": 0.6629,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.29410403966903687,
"rewards/margins": 0.06631916761398315,
"rewards/rejected": -0.3604232370853424,
"step": 90
},
{
"epoch": 0.65,
"learning_rate": 1.6300029195778454e-06,
"logits/chosen": -2.631556749343872,
"logits/rejected": -2.61484956741333,
"logps/chosen": -280.27362060546875,
"logps/rejected": -321.37884521484375,
"loss": 0.6615,
"rewards/accuracies": 0.637499988079071,
"rewards/chosen": -0.21054717898368835,
"rewards/margins": 0.08309625834226608,
"rewards/rejected": -0.2936434745788574,
"step": 100
},
{
"epoch": 0.65,
"eval_logits/chosen": -2.6791629791259766,
"eval_logits/rejected": -2.5814735889434814,
"eval_logps/chosen": -310.7413024902344,
"eval_logps/rejected": -294.6734619140625,
"eval_loss": 0.6692679524421692,
"eval_rewards/accuracies": 0.5519999861717224,
"eval_rewards/chosen": -0.1884314864873886,
"eval_rewards/margins": 0.05432567000389099,
"eval_rewards/rejected": -0.2427571415901184,
"eval_runtime": 395.8034,
"eval_samples_per_second": 5.053,
"eval_steps_per_second": 0.632,
"step": 100
},
{
"epoch": 0.72,
"learning_rate": 1.1200247470632394e-06,
"logits/chosen": -2.6365230083465576,
"logits/rejected": -2.636570453643799,
"logps/chosen": -262.6191711425781,
"logps/rejected": -310.3700256347656,
"loss": 0.6646,
"rewards/accuracies": 0.6343749761581421,
"rewards/chosen": -0.22685377299785614,
"rewards/margins": 0.07261677831411362,
"rewards/rejected": -0.29947060346603394,
"step": 110
},
{
"epoch": 0.78,
"learning_rate": 6.822945986946386e-07,
"logits/chosen": -2.6256182193756104,
"logits/rejected": -2.5980124473571777,
"logps/chosen": -246.5704803466797,
"logps/rejected": -282.092529296875,
"loss": 0.6621,
"rewards/accuracies": 0.625,
"rewards/chosen": -0.20391853153705597,
"rewards/margins": 0.08593297004699707,
"rewards/rejected": -0.28985148668289185,
"step": 120
},
{
"epoch": 0.85,
"learning_rate": 3.397296523427807e-07,
"logits/chosen": -2.584958553314209,
"logits/rejected": -2.562863349914551,
"logps/chosen": -262.963134765625,
"logps/rejected": -306.772216796875,
"loss": 0.6598,
"rewards/accuracies": 0.6187499761581421,
"rewards/chosen": -0.21135267615318298,
"rewards/margins": 0.08709158003330231,
"rewards/rejected": -0.2984442710876465,
"step": 130
},
{
"epoch": 0.91,
"learning_rate": 1.102647517397798e-07,
"logits/chosen": -2.6206483840942383,
"logits/rejected": -2.604473352432251,
"logps/chosen": -272.1588439941406,
"logps/rejected": -318.1951599121094,
"loss": 0.6636,
"rewards/accuracies": 0.65625,
"rewards/chosen": -0.21283432841300964,
"rewards/margins": 0.10337638854980469,
"rewards/rejected": -0.3162107467651367,
"step": 140
},
{
"epoch": 0.98,
"learning_rate": 5.9134352763748345e-09,
"logits/chosen": -2.6338722705841064,
"logits/rejected": -2.62086820602417,
"logps/chosen": -296.335205078125,
"logps/rejected": -331.77777099609375,
"loss": 0.6594,
"rewards/accuracies": 0.606249988079071,
"rewards/chosen": -0.23208002746105194,
"rewards/margins": 0.08073471486568451,
"rewards/rejected": -0.31281474232673645,
"step": 150
},
{
"epoch": 1.0,
"step": 153,
"total_flos": 0.0,
"train_loss": 0.6705375785141988,
"train_runtime": 6538.0645,
"train_samples_per_second": 2.998,
"train_steps_per_second": 0.023
}
],
"logging_steps": 10,
"max_steps": 153,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}