Qwen-2.5-7B-Simple-RL / trainer_state.json
glorgao's picture
Model save
159f05c verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9893390191897654,
"eval_steps": 100,
"global_step": 58,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"completion_length": 605.8158782958984,
"epoch": 0.08528784648187633,
"grad_norm": 0.792238175868988,
"kl": 0.00026590824127197265,
"learning_rate": 2.5e-06,
"loss": 0.0376,
"reward": 0.6513393133878708,
"reward_std": 0.3232782337814569,
"rewards/accuracy_reward": 0.6511160984635354,
"rewards/format_reward": 0.00022321429569274187,
"step": 5
},
{
"completion_length": 608.7732391357422,
"epoch": 0.17057569296375266,
"grad_norm": 4.090766906738281,
"kl": 1868.8025625228881,
"learning_rate": 2.956412726139078e-06,
"loss": 92.3117,
"reward": 0.7147321745753288,
"reward_std": 0.27289656847715377,
"rewards/accuracy_reward": 0.714285746216774,
"rewards/format_reward": 0.00044642859138548373,
"step": 10
},
{
"completion_length": 596.5480163574218,
"epoch": 0.255863539445629,
"grad_norm": 0.19806408882141113,
"kl": 0.0032785415649414064,
"learning_rate": 2.7836719084521715e-06,
"loss": 0.0645,
"reward": 0.7618303894996643,
"reward_std": 0.20630390886217356,
"rewards/accuracy_reward": 0.7618303894996643,
"rewards/format_reward": 0.0,
"step": 15
},
{
"completion_length": 579.8969009399414,
"epoch": 0.3411513859275053,
"grad_norm": 0.12550625205039978,
"kl": 0.0029325485229492188,
"learning_rate": 2.4946839873611927e-06,
"loss": 0.0465,
"reward": 0.7792411088943482,
"reward_std": 0.18276286944746972,
"rewards/accuracy_reward": 0.7792411088943482,
"rewards/format_reward": 0.0,
"step": 20
},
{
"completion_length": 587.1710090637207,
"epoch": 0.42643923240938164,
"grad_norm": 0.18487855792045593,
"kl": 0.004139328002929687,
"learning_rate": 2.1156192081791355e-06,
"loss": 0.0452,
"reward": 0.7696428924798966,
"reward_std": 0.17610765052959323,
"rewards/accuracy_reward": 0.7696428924798966,
"rewards/format_reward": 0.0,
"step": 25
},
{
"completion_length": 593.3131958007813,
"epoch": 0.511727078891258,
"grad_norm": 0.1600646674633026,
"kl": 0.004147720336914062,
"learning_rate": 1.6808050203829845e-06,
"loss": 0.0428,
"reward": 0.7513393238186836,
"reward_std": 0.17458505025133492,
"rewards/accuracy_reward": 0.7513393238186836,
"rewards/format_reward": 0.0,
"step": 30
},
{
"completion_length": 582.7629692077637,
"epoch": 0.5970149253731343,
"grad_norm": 0.1672583967447281,
"kl": 0.004720306396484375,
"learning_rate": 1.2296174432791415e-06,
"loss": 0.0355,
"reward": 0.7491071790456771,
"reward_std": 0.17336862673982978,
"rewards/accuracy_reward": 0.7491071790456771,
"rewards/format_reward": 0.0,
"step": 35
},
{
"completion_length": 575.660513305664,
"epoch": 0.6823027718550106,
"grad_norm": 0.1312212347984314,
"kl": 0.004215621948242187,
"learning_rate": 8.029152419343472e-07,
"loss": 0.0387,
"reward": 0.7794643193483353,
"reward_std": 0.16920664254575968,
"rewards/accuracy_reward": 0.7794643193483353,
"rewards/format_reward": 0.0,
"step": 40
},
{
"completion_length": 588.4040451049805,
"epoch": 0.767590618336887,
"grad_norm": 0.18345855176448822,
"kl": 0.004205322265625,
"learning_rate": 4.3933982822017883e-07,
"loss": 0.036,
"reward": 0.7571428939700127,
"reward_std": 0.18678655978292227,
"rewards/accuracy_reward": 0.7571428939700127,
"rewards/format_reward": 0.0,
"step": 45
},
{
"completion_length": 590.6636367797852,
"epoch": 0.8528784648187633,
"grad_norm": 0.17137926816940308,
"kl": 0.004085159301757813,
"learning_rate": 1.718159615201853e-07,
"loss": 0.0329,
"reward": 0.759151816368103,
"reward_std": 0.17406445033848286,
"rewards/accuracy_reward": 0.759151816368103,
"rewards/format_reward": 0.0,
"step": 50
},
{
"completion_length": 580.3337303161621,
"epoch": 0.9381663113006397,
"grad_norm": 0.3547234833240509,
"kl": 0.0044841766357421875,
"learning_rate": 2.4570139579284723e-08,
"loss": 0.0341,
"reward": 0.7834821850061416,
"reward_std": 0.17811276931315662,
"rewards/accuracy_reward": 0.7834821850061416,
"rewards/format_reward": 0.0,
"step": 55
},
{
"completion_length": 572.3296394348145,
"epoch": 0.9893390191897654,
"kl": 0.0043417612711588545,
"reward": 0.771205392976602,
"reward_std": 0.1717855976894498,
"rewards/accuracy_reward": 0.771205392976602,
"rewards/format_reward": 0.0,
"step": 58,
"total_flos": 0.0,
"train_loss": 7.9953470033561365,
"train_runtime": 16497.7515,
"train_samples_per_second": 0.455,
"train_steps_per_second": 0.004
}
],
"logging_steps": 5,
"max_steps": 58,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}