mistral-gen-dpo / trainer_state.json
AmberYifan's picture
Model save
60d25e0 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 200,
"global_step": 125,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.008,
"grad_norm": 195.76847577214488,
"learning_rate": 3.846153846153846e-08,
"logits/generated": -2.827054262161255,
"logits/real": -2.5581681728363037,
"logps/generated": -192.72244262695312,
"logps/real": -149.0590057373047,
"loss": 0.8742,
"rewards/accuracies": 0.0,
"rewards/generated": 0.0,
"rewards/margins": 0.0,
"rewards/real": 0.0,
"step": 1
},
{
"epoch": 0.08,
"grad_norm": 218.63661928274885,
"learning_rate": 3.8461538461538463e-07,
"logits/generated": -2.7630491256713867,
"logits/real": -2.6888210773468018,
"logps/generated": -214.9255828857422,
"logps/real": -163.09947204589844,
"loss": 0.8317,
"rewards/accuracies": 0.6111111044883728,
"rewards/generated": -0.16190433502197266,
"rewards/margins": 0.3583752512931824,
"rewards/real": 0.19647091627120972,
"step": 10
},
{
"epoch": 0.16,
"grad_norm": 169.19013750338308,
"learning_rate": 4.6874999999999996e-07,
"logits/generated": -2.662771701812744,
"logits/real": -2.601508140563965,
"logps/generated": -220.6349334716797,
"logps/real": -179.73020935058594,
"loss": 0.6427,
"rewards/accuracies": 0.7749999761581421,
"rewards/generated": -1.4358702898025513,
"rewards/margins": 1.1641441583633423,
"rewards/real": -0.271726131439209,
"step": 20
},
{
"epoch": 0.24,
"grad_norm": 230.2618516037045,
"learning_rate": 4.2410714285714283e-07,
"logits/generated": -2.8341822624206543,
"logits/real": -2.751523733139038,
"logps/generated": -218.51016235351562,
"logps/real": -174.5108184814453,
"loss": 0.6557,
"rewards/accuracies": 0.7749999761581421,
"rewards/generated": -0.7633816003799438,
"rewards/margins": 1.2909877300262451,
"rewards/real": 0.5276059508323669,
"step": 30
},
{
"epoch": 0.32,
"grad_norm": 102.92598060702612,
"learning_rate": 3.794642857142857e-07,
"logits/generated": -2.670307159423828,
"logits/real": -2.709695816040039,
"logps/generated": -225.74386596679688,
"logps/real": -180.8232879638672,
"loss": 0.5411,
"rewards/accuracies": 0.824999988079071,
"rewards/generated": -1.9952844381332397,
"rewards/margins": 2.492525100708008,
"rewards/real": 0.4972406327724457,
"step": 40
},
{
"epoch": 0.4,
"grad_norm": 133.1268603857592,
"learning_rate": 3.348214285714285e-07,
"logits/generated": -2.6185507774353027,
"logits/real": -2.7017085552215576,
"logps/generated": -229.56289672851562,
"logps/real": -180.7897491455078,
"loss": 0.5403,
"rewards/accuracies": 0.8500000238418579,
"rewards/generated": -1.7043462991714478,
"rewards/margins": 2.115872859954834,
"rewards/real": 0.4115265905857086,
"step": 50
},
{
"epoch": 0.48,
"grad_norm": 121.16388402268068,
"learning_rate": 2.9017857142857143e-07,
"logits/generated": -2.3595099449157715,
"logits/real": -2.389936923980713,
"logps/generated": -231.27981567382812,
"logps/real": -185.60150146484375,
"loss": 0.5111,
"rewards/accuracies": 0.824999988079071,
"rewards/generated": -1.7304115295410156,
"rewards/margins": 1.988268494606018,
"rewards/real": 0.25785699486732483,
"step": 60
},
{
"epoch": 0.56,
"grad_norm": 128.2291938662715,
"learning_rate": 2.4553571428571425e-07,
"logits/generated": -2.2344260215759277,
"logits/real": -2.396183967590332,
"logps/generated": -219.56826782226562,
"logps/real": -175.6507568359375,
"loss": 0.5046,
"rewards/accuracies": 0.800000011920929,
"rewards/generated": -1.3278710842132568,
"rewards/margins": 2.380357027053833,
"rewards/real": 1.0524860620498657,
"step": 70
},
{
"epoch": 0.64,
"grad_norm": 111.69308541433698,
"learning_rate": 2.0089285714285714e-07,
"logits/generated": -2.416640043258667,
"logits/real": -2.4667611122131348,
"logps/generated": -239.8185577392578,
"logps/real": -192.8653106689453,
"loss": 0.5268,
"rewards/accuracies": 0.7749999761581421,
"rewards/generated": -2.3186020851135254,
"rewards/margins": 2.0476338863372803,
"rewards/real": -0.2709681987762451,
"step": 80
},
{
"epoch": 0.72,
"grad_norm": 82.56461355690034,
"learning_rate": 1.5624999999999999e-07,
"logits/generated": -2.270512580871582,
"logits/real": -2.530308961868286,
"logps/generated": -230.5257568359375,
"logps/real": -196.55819702148438,
"loss": 0.4677,
"rewards/accuracies": 0.800000011920929,
"rewards/generated": -1.9373829364776611,
"rewards/margins": 1.8367639780044556,
"rewards/real": -0.10061860084533691,
"step": 90
},
{
"epoch": 0.8,
"grad_norm": 107.57601154514983,
"learning_rate": 1.1160714285714285e-07,
"logits/generated": -2.257317304611206,
"logits/real": -2.4022774696350098,
"logps/generated": -231.86752319335938,
"logps/real": -181.0973358154297,
"loss": 0.5317,
"rewards/accuracies": 0.800000011920929,
"rewards/generated": -2.2553870677948,
"rewards/margins": 2.6081173419952393,
"rewards/real": 0.35273003578186035,
"step": 100
},
{
"epoch": 0.88,
"grad_norm": 71.26563004679359,
"learning_rate": 6.696428571428571e-08,
"logits/generated": -2.0771467685699463,
"logits/real": -2.54282546043396,
"logps/generated": -235.5596466064453,
"logps/real": -190.90234375,
"loss": 0.3627,
"rewards/accuracies": 0.949999988079071,
"rewards/generated": -3.041977643966675,
"rewards/margins": 3.7202351093292236,
"rewards/real": 0.6782575249671936,
"step": 110
},
{
"epoch": 0.96,
"grad_norm": 162.74800080175157,
"learning_rate": 2.2321428571428572e-08,
"logits/generated": -2.3272647857666016,
"logits/real": -2.594679117202759,
"logps/generated": -231.59286499023438,
"logps/real": -206.37869262695312,
"loss": 0.4876,
"rewards/accuracies": 0.824999988079071,
"rewards/generated": -2.5086724758148193,
"rewards/margins": 2.344866991043091,
"rewards/real": -0.16380572319030762,
"step": 120
},
{
"epoch": 1.0,
"step": 125,
"total_flos": 0.0,
"train_loss": 0.5433647909164429,
"train_runtime": 756.8858,
"train_samples_per_second": 2.642,
"train_steps_per_second": 0.165
}
],
"logging_steps": 10,
"max_steps": 125,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}