xaobai's picture
End of training
77d7a9b verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"eval_steps": 500,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"completion_length": 327.65625,
"epoch": 0.5714285714285714,
"grad_norm": 5.439347267150879,
"kl": 0.0,
"learning_rate": 5e-07,
"loss": -0.0,
"reward": 5.520737506449223,
"reward_std": 3.2909717541188,
"rewards/concensus_correctness_reward_func": 2.5635000048205256,
"rewards/consensus_reward_func": 0.375,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 0.875,
"rewards/question_recreation_reward_func": 0.6877687377855182,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.15625,
"rewards/xmlcount_reward_func": 0.8632187554612756,
"step": 2
},
{
"completion_length": 252.33333333333334,
"epoch": 1.0,
"grad_norm": 4.0184855461120605,
"kl": 0.010818432356851796,
"learning_rate": 4.864543104251586e-07,
"loss": 0.0,
"reward": 8.684666375319162,
"reward_std": 1.5065515285047393,
"rewards/concensus_correctness_reward_func": 3.6100000143051147,
"rewards/consensus_reward_func": 1.3333333333333333,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.5,
"rewards/question_recreation_reward_func": 0.7159164861465493,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.2916666666666667,
"rewards/xmlcount_reward_func": 1.2337500055631,
"step": 4
},
{
"completion_length": 245.6875,
"epoch": 1.5714285714285714,
"grad_norm": 6.915022373199463,
"kl": 0.06673898943699896,
"learning_rate": 4.472851273490984e-07,
"loss": 0.0001,
"reward": 7.0409883707761765,
"reward_std": 0.9532257597893476,
"rewards/concensus_correctness_reward_func": 2.244500007480383,
"rewards/consensus_reward_func": 1.4375,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.3125,
"rewards/question_recreation_reward_func": 0.6557384426705539,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.25,
"rewards/xmlcount_reward_func": 1.1407499946653843,
"step": 6
},
{
"completion_length": 243.625,
"epoch": 2.0,
"grad_norm": 19.483837127685547,
"kl": 4.200557626783848,
"learning_rate": 3.867370395306068e-07,
"loss": 0.0032,
"reward": 5.987198710441589,
"reward_std": 2.036489742497603,
"rewards/concensus_correctness_reward_func": 1.7320000020166237,
"rewards/consensus_reward_func": 1.0833333333333333,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.0,
"rewards/question_recreation_reward_func": 0.6770320308084289,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.2916666666666667,
"rewards/xmlcount_reward_func": 1.2031666735808055,
"step": 8
},
{
"completion_length": 255.1875,
"epoch": 2.571428571428571,
"grad_norm": 5.460272789001465,
"kl": 0.20452789647970349,
"learning_rate": 3.1137137178519977e-07,
"loss": 0.0002,
"reward": 6.985092893242836,
"reward_std": 0.8012243972043507,
"rewards/concensus_correctness_reward_func": 2.285875003784895,
"rewards/consensus_reward_func": 1.375,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.0625,
"rewards/question_recreation_reward_func": 0.7666553407907486,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.28125,
"rewards/xmlcount_reward_func": 1.2138125002384186,
"step": 10
},
{
"completion_length": 230.95833333333334,
"epoch": 3.0,
"grad_norm": 3.845531702041626,
"kl": 0.2164986760665973,
"learning_rate": 2.2935516363191693e-07,
"loss": 0.0002,
"reward": 7.489987115065257,
"reward_std": 2.1764259268141664,
"rewards/concensus_correctness_reward_func": 2.999666664749384,
"rewards/consensus_reward_func": 1.1666666666666667,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.1666666666666667,
"rewards/question_recreation_reward_func": 0.6700704532365004,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.2916666666666667,
"rewards/xmlcount_reward_func": 1.1952500144640605,
"step": 12
},
{
"completion_length": 248.59375,
"epoch": 3.571428571428571,
"grad_norm": 6.079870700836182,
"kl": 4.278497097082436,
"learning_rate": 1.4957614383675767e-07,
"loss": 0.0043,
"reward": 7.929257869720459,
"reward_std": 1.9918286694446579,
"rewards/concensus_correctness_reward_func": 3.0668124998919666,
"rewards/consensus_reward_func": 1.375,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.25,
"rewards/question_recreation_reward_func": 0.7234140876680613,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.3125,
"rewards/xmlcount_reward_func": 1.201531246304512,
"step": 14
},
{
"completion_length": 236.25,
"epoch": 4.0,
"grad_norm": 9.029818534851074,
"kl": 0.5101165429999431,
"learning_rate": 8.067960709356478e-08,
"loss": 0.0004,
"reward": 7.506435265143712,
"reward_std": 2.85386072875311,
"rewards/concensus_correctness_reward_func": 3.479166721304258,
"rewards/consensus_reward_func": 0.9166666666666666,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.0,
"rewards/question_recreation_reward_func": 0.6784769212827086,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.25,
"rewards/xmlcount_reward_func": 1.1821250120798747,
"step": 16
},
{
"completion_length": 247.1875,
"epoch": 4.571428571428571,
"grad_norm": 6.256153106689453,
"kl": 0.19237934635020792,
"learning_rate": 3.013156219837776e-08,
"loss": 0.0002,
"reward": 6.571806162595749,
"reward_std": 2.076732322340831,
"rewards/concensus_correctness_reward_func": 2.143374997191131,
"rewards/consensus_reward_func": 1.25,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.0625,
"rewards/question_recreation_reward_func": 0.641462342813611,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.296875,
"rewards/xmlcount_reward_func": 1.177593745291233,
"step": 18
},
{
"completion_length": 264.5833333333333,
"epoch": 5.0,
"grad_norm": 28.579320907592773,
"kl": 1.1237625325253855,
"learning_rate": 3.4096741493194193e-09,
"loss": 0.0008,
"reward": 7.580948352813721,
"reward_std": 2.492990162844459,
"rewards/concensus_correctness_reward_func": 3.1105000029007592,
"rewards/consensus_reward_func": 1.4166666666666667,
"rewards/cumulative_reward_2": 0.0,
"rewards/final_correctness_reward_func": 1.1666666666666667,
"rewards/question_recreation_reward_func": 0.568948294967413,
"rewards/soft_format_reward_func": 0.0,
"rewards/strict_format_reward_func": 0.1875,
"rewards/xmlcount_reward_func": 1.1306666526943445,
"step": 20
},
{
"epoch": 5.0,
"step": 20,
"total_flos": 0.0,
"train_loss": 0.0009275825573240581,
"train_runtime": 247.8981,
"train_samples_per_second": 1.291,
"train_steps_per_second": 0.081
}
],
"logging_steps": 2,
"max_steps": 20,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 25,
"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": 2,
"trial_name": null,
"trial_params": null
}