chenggong1995's picture
Model save
eef2cee verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9962034927866363,
"eval_steps": 2000000,
"global_step": 164,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"clip_ratio": 0.0,
"completion_length": 803.0022583007812,
"epoch": 0.006074411541381929,
"grad_norm": 0.14656181705800808,
"learning_rate": 5.88235294117647e-08,
"loss": 0.0479,
"num_tokens": 918402.0,
"reward": 0.9815848618745804,
"reward_std": 0.23756355978548527,
"rewards/accuracy_reward": 0.4933035746216774,
"rewards/format_reward": 0.9765624925494194,
"step": 1
},
{
"clip_ratio": 0.0,
"completion_length": 732.8228569030762,
"epoch": 0.030372057706909643,
"grad_norm": 0.1360498469331386,
"learning_rate": 2.941176470588235e-07,
"loss": 0.0275,
"num_tokens": 4253375.0,
"reward": 1.0891462452709675,
"reward_std": 0.2294587183278054,
"rewards/accuracy_reward": 0.5954241026192904,
"rewards/format_reward": 0.9874441903084517,
"step": 5
},
{
"clip_ratio": 0.0,
"completion_length": 733.9051712036132,
"epoch": 0.060744115413819286,
"grad_norm": 2.020390330382682,
"learning_rate": 5.88235294117647e-07,
"loss": 0.0394,
"num_tokens": 8424966.0,
"reward": 1.074776826798916,
"reward_std": 0.2325986440293491,
"rewards/accuracy_reward": 0.5812499992549419,
"rewards/format_reward": 0.9870535641908645,
"step": 10
},
{
"clip_ratio": 0.0,
"completion_length": 730.850700378418,
"epoch": 0.09111617312072894,
"grad_norm": 0.6485429367394874,
"learning_rate": 8.823529411764705e-07,
"loss": 0.0319,
"num_tokens": 12651361.0,
"reward": 1.068080399930477,
"reward_std": 0.22116196975111962,
"rewards/accuracy_reward": 0.5736607149243355,
"rewards/format_reward": 0.988839277625084,
"step": 15
},
{
"clip_ratio": 0.0,
"completion_length": 749.2339599609375,
"epoch": 0.12148823082763857,
"grad_norm": 0.15121241250002537,
"learning_rate": 9.989726963751682e-07,
"loss": 0.0412,
"num_tokens": 16924113.0,
"reward": 1.0832589775323869,
"reward_std": 0.24419224373996257,
"rewards/accuracy_reward": 0.590625,
"rewards/format_reward": 0.9852678462862968,
"step": 20
},
{
"clip_ratio": 0.0,
"completion_length": 733.0969100952149,
"epoch": 0.15186028853454822,
"grad_norm": 0.1625406073177716,
"learning_rate": 9.927100106776212e-07,
"loss": 0.0385,
"num_tokens": 21115051.0,
"reward": 1.1054687976837159,
"reward_std": 0.22408477105200292,
"rewards/accuracy_reward": 0.6136160686612129,
"rewards/format_reward": 0.9837053477764129,
"step": 25
},
{
"clip_ratio": 0.0,
"completion_length": 720.6406631469727,
"epoch": 0.18223234624145787,
"grad_norm": 2.666467566757727,
"learning_rate": 9.808267184205181e-07,
"loss": 0.0239,
"num_tokens": 25258505.0,
"reward": 1.0918527334928512,
"reward_std": 0.22341929338872432,
"rewards/accuracy_reward": 0.5984375,
"rewards/format_reward": 0.9868303462862968,
"step": 30
},
{
"clip_ratio": 0.0,
"completion_length": 701.581282043457,
"epoch": 0.2126044039483675,
"grad_norm": 0.2580879090307691,
"learning_rate": 9.634583786730108e-07,
"loss": 0.0261,
"num_tokens": 29330221.0,
"reward": 1.1060268327593803,
"reward_std": 0.21581739820539952,
"rewards/accuracy_reward": 0.613616070151329,
"rewards/format_reward": 0.984821417927742,
"step": 35
},
{
"clip_ratio": 0.0,
"completion_length": 707.9558319091797,
"epoch": 0.24297646165527714,
"grad_norm": 0.8886692354776214,
"learning_rate": 9.408031213740044e-07,
"loss": 0.0272,
"num_tokens": 33442287.0,
"reward": 1.0679688140749932,
"reward_std": 0.21454464346170427,
"rewards/accuracy_reward": 0.5720982141792774,
"rewards/format_reward": 0.9917410612106323,
"step": 40
},
{
"clip_ratio": 0.0,
"completion_length": 699.1395431518555,
"epoch": 0.2733485193621868,
"grad_norm": 0.1839147765074166,
"learning_rate": 9.131193871579974e-07,
"loss": 0.0273,
"num_tokens": 37510936.0,
"reward": 1.0806920111179352,
"reward_std": 0.20978465098887683,
"rewards/accuracy_reward": 0.5868303567171097,
"rewards/format_reward": 0.987723208963871,
"step": 45
},
{
"clip_ratio": 0.0,
"completion_length": 688.0076187133789,
"epoch": 0.30372057706909644,
"grad_norm": 2.39827459380332,
"learning_rate": 8.807229791845671e-07,
"loss": 0.0254,
"num_tokens": 41532546.0,
"reward": 1.0955357611179353,
"reward_std": 0.2291064240038395,
"rewards/accuracy_reward": 0.6026785708963871,
"rewards/format_reward": 0.9857142746448517,
"step": 50
},
{
"clip_ratio": 0.0,
"completion_length": 705.5748062133789,
"epoch": 0.3340926347760061,
"grad_norm": 6.336128416350602,
"learning_rate": 8.439834606028593e-07,
"loss": 0.0312,
"num_tokens": 45638753.0,
"reward": 1.0700893342494964,
"reward_std": 0.22525846362113952,
"rewards/accuracy_reward": 0.5787946447730065,
"rewards/format_reward": 0.9825892791152,
"step": 55
},
{
"clip_ratio": 0.0,
"completion_length": 699.0966857910156,
"epoch": 0.36446469248291574,
"grad_norm": 2.8773101008786597,
"learning_rate": 8.033199387471276e-07,
"loss": 0.0257,
"num_tokens": 49682178.0,
"reward": 1.0860491678118707,
"reward_std": 0.19614009652286768,
"rewards/accuracy_reward": 0.5910714276134967,
"rewards/format_reward": 0.9899553537368775,
"step": 60
},
{
"clip_ratio": 0.0,
"completion_length": 676.4727966308594,
"epoch": 0.39483675018982534,
"grad_norm": 0.1564093879360907,
"learning_rate": 7.591962841552626e-07,
"loss": 0.0148,
"num_tokens": 53632632.0,
"reward": 1.104575951397419,
"reward_std": 0.1936511306092143,
"rewards/accuracy_reward": 0.6069196410477161,
"rewards/format_reward": 0.9953124940395355,
"step": 65
},
{
"clip_ratio": 0.0,
"completion_length": 693.0926666259766,
"epoch": 0.425208807896735,
"grad_norm": 0.21433648094895766,
"learning_rate": 7.121158389495185e-07,
"loss": 0.0179,
"num_tokens": 57653679.0,
"reward": 1.096875049173832,
"reward_std": 0.19877330139279364,
"rewards/accuracy_reward": 0.6008928552269935,
"rewards/format_reward": 0.9919642791152,
"step": 70
},
{
"clip_ratio": 0.0,
"completion_length": 677.7578414916992,
"epoch": 0.45558086560364464,
"grad_norm": 0.13423679492808266,
"learning_rate": 6.626156749437736e-07,
"loss": 0.023,
"num_tokens": 61583418.0,
"reward": 1.0986607670783997,
"reward_std": 0.19030132256448268,
"rewards/accuracy_reward": 0.6033482141792774,
"rewards/format_reward": 0.9906249925494194,
"step": 75
},
{
"clip_ratio": 0.0,
"completion_length": 677.3216796875,
"epoch": 0.4859529233105543,
"grad_norm": 0.12374303041671109,
"learning_rate": 6.112604669781572e-07,
"loss": 0.0139,
"num_tokens": 65523531.0,
"reward": 1.0838170185685159,
"reward_std": 0.20196059457957743,
"rewards/accuracy_reward": 0.5859375014901161,
"rewards/format_reward": 0.9957589223980904,
"step": 80
},
{
"clip_ratio": 0.0,
"completion_length": 661.0935562133789,
"epoch": 0.5163249810174639,
"grad_norm": 0.24633881049994122,
"learning_rate": 5.586360513712009e-07,
"loss": 0.0146,
"num_tokens": 69412862.0,
"reward": 1.1289062976837159,
"reward_std": 0.19050537403672935,
"rewards/accuracy_reward": 0.6308035746216774,
"rewards/format_reward": 0.9962053522467613,
"step": 85
},
{
"clip_ratio": 0.0,
"completion_length": 684.6299407958984,
"epoch": 0.5466970387243736,
"grad_norm": 0.20823664365461947,
"learning_rate": 5.053427429716866e-07,
"loss": 0.0183,
"num_tokens": 73405012.0,
"reward": 1.127790230512619,
"reward_std": 0.1836160296574235,
"rewards/accuracy_reward": 0.6328468464314938,
"rewards/format_reward": 0.9921874940395355,
"step": 90
},
{
"clip_ratio": 0.0,
"completion_length": 679.512525177002,
"epoch": 0.5770690964312832,
"grad_norm": 0.17725373837889702,
"learning_rate": 4.519884870461591e-07,
"loss": 0.013,
"num_tokens": 77357644.0,
"reward": 1.1372768431901932,
"reward_std": 0.1831109957769513,
"rewards/accuracy_reward": 0.6390624985098838,
"rewards/format_reward": 0.9964285656809807,
"step": 95
},
{
"clip_ratio": 0.0,
"completion_length": 691.0065063476562,
"epoch": 0.6074411541381929,
"grad_norm": 0.18903103595690637,
"learning_rate": 3.991819241221835e-07,
"loss": 0.015,
"num_tokens": 81377353.0,
"reward": 1.1179687947034835,
"reward_std": 0.18047410659492016,
"rewards/accuracy_reward": 0.6209821425378322,
"rewards/format_reward": 0.9939732044935227,
"step": 100
},
{
"clip_ratio": 0.0,
"completion_length": 678.3850769042969,
"epoch": 0.6378132118451025,
"grad_norm": 0.20779542924679995,
"learning_rate": 3.4752544690038643e-07,
"loss": 0.0112,
"num_tokens": 85350694.0,
"reward": 1.1294643417000771,
"reward_std": 0.18618108071386813,
"rewards/accuracy_reward": 0.6323660708963871,
"rewards/format_reward": 0.9941964238882065,
"step": 105
},
{
"clip_ratio": 0.0,
"completion_length": 688.9138717651367,
"epoch": 0.6681852695520122,
"grad_norm": 0.2676944642662668,
"learning_rate": 2.976083284388031e-07,
"loss": 0.0163,
"num_tokens": 89382916.0,
"reward": 1.101339329779148,
"reward_std": 0.1832605952396989,
"rewards/accuracy_reward": 0.6040178589522839,
"rewards/format_reward": 0.9946428507566452,
"step": 110
},
{
"clip_ratio": 0.0,
"completion_length": 709.0390884399415,
"epoch": 0.6985573272589218,
"grad_norm": 0.1723246791980809,
"learning_rate": 2.500000000000001e-07,
"loss": 0.0124,
"num_tokens": 93498363.0,
"reward": 1.123660759627819,
"reward_std": 0.18700322844088077,
"rewards/accuracy_reward": 0.6258928567171097,
"rewards/format_reward": 0.9955357074737549,
"step": 115
},
{
"clip_ratio": 0.0,
"completion_length": 674.1076217651367,
"epoch": 0.7289293849658315,
"grad_norm": 0.16904917847238007,
"learning_rate": 2.0524355524417015e-07,
"loss": 0.0146,
"num_tokens": 97437677.0,
"reward": 1.131361649930477,
"reward_std": 0.19161452651023864,
"rewards/accuracy_reward": 0.6328125,
"rewards/format_reward": 0.997098208963871,
"step": 120
},
{
"clip_ratio": 0.0,
"completion_length": 682.0279342651368,
"epoch": 0.7593014426727411,
"grad_norm": 0.17946193842059094,
"learning_rate": 1.6384955486934154e-07,
"loss": 0.0112,
"num_tokens": 101433570.0,
"reward": 1.1439732566475869,
"reward_std": 0.1751913372427225,
"rewards/accuracy_reward": 0.6462053626775741,
"rewards/format_reward": 0.9955357074737549,
"step": 125
},
{
"clip_ratio": 0.0,
"completion_length": 695.6339569091797,
"epoch": 0.7896735003796507,
"grad_norm": 0.1905658306829658,
"learning_rate": 1.262902023724824e-07,
"loss": 0.0081,
"num_tokens": 105473282.0,
"reward": 1.1212054073810578,
"reward_std": 0.17985087335109712,
"rewards/accuracy_reward": 0.6225446417927742,
"rewards/format_reward": 0.9973214253783226,
"step": 130
},
{
"clip_ratio": 0.0,
"completion_length": 689.9069519042969,
"epoch": 0.8200455580865603,
"grad_norm": 0.18740313988650945,
"learning_rate": 9.299395737170757e-08,
"loss": 0.0183,
"num_tokens": 109523129.0,
"reward": 1.0936384439468383,
"reward_std": 0.20308975782245398,
"rewards/accuracy_reward": 0.5962053589522839,
"rewards/format_reward": 0.9948660627007484,
"step": 135
},
{
"clip_ratio": 0.0,
"completion_length": 689.1723495483399,
"epoch": 0.85041761579347,
"grad_norm": 0.17643493300658672,
"learning_rate": 6.43406479383053e-08,
"loss": 0.0089,
"num_tokens": 113562189.0,
"reward": 1.1333705842494965,
"reward_std": 0.18020046018064023,
"rewards/accuracy_reward": 0.6352678582072258,
"rewards/format_reward": 0.9962053537368775,
"step": 140
},
{
"clip_ratio": 0.0,
"completion_length": 673.6042694091797,
"epoch": 0.8807896735003796,
"grad_norm": 3.201259451192229,
"learning_rate": 4.065713769482082e-08,
"loss": 0.0138,
"num_tokens": 117482928.0,
"reward": 1.1319196924567223,
"reward_std": 0.1873009530827403,
"rewards/accuracy_reward": 0.6339285716414451,
"rewards/format_reward": 0.9959821388125419,
"step": 145
},
{
"clip_ratio": 0.0,
"completion_length": 687.8794952392578,
"epoch": 0.9111617312072893,
"grad_norm": 2.7680554916216296,
"learning_rate": 2.2213597106929605e-08,
"loss": 0.0152,
"num_tokens": 121487468.0,
"reward": 1.1334821954369545,
"reward_std": 0.1863085398450494,
"rewards/accuracy_reward": 0.634821429848671,
"rewards/format_reward": 0.9973214238882064,
"step": 150
},
{
"clip_ratio": 0.0,
"completion_length": 691.2263702392578,
"epoch": 0.9415337889141989,
"grad_norm": 0.16790447183243948,
"learning_rate": 9.22042150446728e-09,
"loss": 0.0089,
"num_tokens": 125492538.0,
"reward": 1.1498884424567222,
"reward_std": 0.1872717458754778,
"rewards/accuracy_reward": 0.6511160723865033,
"rewards/format_reward": 0.997544638812542,
"step": 155
},
{
"clip_ratio": 0.0,
"completion_length": 689.0906539916992,
"epoch": 0.9719058466211086,
"grad_norm": 0.8754711405794506,
"learning_rate": 1.8258309893965374e-09,
"loss": 0.0103,
"num_tokens": 129525872.0,
"reward": 1.152567020058632,
"reward_std": 0.189371613971889,
"rewards/accuracy_reward": 0.6555803567171097,
"rewards/format_reward": 0.9939732134342194,
"step": 160
},
{
"clip_ratio": 0.0,
"completion_length": 673.1839790344238,
"epoch": 0.9962034927866363,
"num_tokens": 132694223.0,
"reward": 1.1247210260480642,
"reward_std": 0.1711470059817657,
"rewards/accuracy_reward": 0.6278545688837767,
"rewards/format_reward": 0.997209819033742,
"step": 164,
"total_flos": 0.0,
"train_loss": 0.019764071750659043,
"train_runtime": 31261.7596,
"train_samples_per_second": 0.59,
"train_steps_per_second": 0.005
}
],
"logging_steps": 5,
"max_steps": 164,
"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": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}