alfworld-v3.0.0 / checkpoint-32 /trainer_state.json
iamPi's picture
Upload alfworld-v3.0.0 model
12df14e verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.5161290322580645,
"eval_steps": 500,
"global_step": 32,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.53125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 487.0,
"completions/mean_length": 370.3359375,
"completions/mean_terminated_length": 209.78334045410156,
"completions/min_length": 66.0,
"completions/min_terminated_length": 66.0,
"entropy": 0.40961652249097824,
"epoch": 0.016129032258064516,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1428968608379364,
"kl": 0.0,
"learning_rate": 0.0,
"loss": -0.0891,
"num_tokens": 110863.0,
"reward": 0.09531250596046448,
"reward_std": 2.4042975902557373,
"rewards/alfworld_rollout_reward_func/mean": 0.09531247615814209,
"rewards/alfworld_rollout_reward_func/std": 2.9919276237487793,
"sampling/importance_sampling_ratio/max": 2.9990427494049072,
"sampling/importance_sampling_ratio/mean": 0.6262807846069336,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 4.450258255004883,
"sampling/sampling_logp_difference/mean": 0.024438712745904922,
"step": 1,
"step_time": 309.93943907799985
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.5703125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 509.0,
"completions/mean_length": 380.1015625,
"completions/mean_terminated_length": 205.03636169433594,
"completions/min_length": 79.0,
"completions/min_terminated_length": 79.0,
"entropy": 0.40012454986572266,
"epoch": 0.03225806451612903,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.12177681177854538,
"kl": 0.0,
"learning_rate": 2.5e-05,
"loss": -0.085,
"num_tokens": 222814.0,
"reward": 0.5320311784744263,
"reward_std": 2.642284393310547,
"rewards/alfworld_rollout_reward_func/mean": 0.5320311784744263,
"rewards/alfworld_rollout_reward_func/std": 3.4178764820098877,
"sampling/importance_sampling_ratio/max": 2.909560441970825,
"sampling/importance_sampling_ratio/mean": 0.5676747560501099,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 4.949212551116943,
"sampling/sampling_logp_difference/mean": 0.023133086040616035,
"step": 2,
"step_time": 315.77915475400005
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.6015625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 497.0,
"completions/mean_length": 378.34375,
"completions/mean_terminated_length": 176.5490264892578,
"completions/min_length": 76.0,
"completions/min_terminated_length": 76.0,
"entropy": 0.4211720749735832,
"epoch": 0.04838709677419355,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.13358080387115479,
"kl": 0.00272539074649103,
"learning_rate": 2.493586654239869e-05,
"loss": -0.0053,
"num_tokens": 332775.0,
"reward": 0.925000011920929,
"reward_std": 3.4297051429748535,
"rewards/alfworld_rollout_reward_func/mean": 0.925000011920929,
"rewards/alfworld_rollout_reward_func/std": 3.9396629333496094,
"sampling/importance_sampling_ratio/max": 2.511305809020996,
"sampling/importance_sampling_ratio/mean": 0.5851866602897644,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.5749268531799316,
"sampling/sampling_logp_difference/mean": 0.023533061146736145,
"step": 3,
"step_time": 296.23798338899906
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.53125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 511.0,
"completions/mean_length": 357.84375,
"completions/mean_terminated_length": 183.1333465576172,
"completions/min_length": 66.0,
"completions/min_terminated_length": 66.0,
"entropy": 0.3783623240888119,
"epoch": 0.06451612903225806,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.15261100232601166,
"kl": 0.002557590647484176,
"learning_rate": 2.474412426565618e-05,
"loss": -0.0004,
"num_tokens": 441773.0,
"reward": 0.45625001192092896,
"reward_std": 2.879180908203125,
"rewards/alfworld_rollout_reward_func/mean": 0.45625001192092896,
"rewards/alfworld_rollout_reward_func/std": 3.427947759628296,
"sampling/importance_sampling_ratio/max": 2.91353440284729,
"sampling/importance_sampling_ratio/mean": 0.6235978603363037,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 4.593559741973877,
"sampling/sampling_logp_difference/mean": 0.023225955665111542,
"step": 4,
"step_time": 322.2789937999987
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.3984375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 504.0,
"completions/mean_length": 298.53125,
"completions/mean_terminated_length": 157.14285278320312,
"completions/min_length": 64.0,
"completions/min_terminated_length": 64.0,
"entropy": 0.4225323870778084,
"epoch": 0.08064516129032258,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.11338824778795242,
"kl": 0.003911561769200489,
"learning_rate": 2.442674070500061e-05,
"loss": 0.0261,
"num_tokens": 540709.0,
"reward": 0.48515623807907104,
"reward_std": 2.928551197052002,
"rewards/alfworld_rollout_reward_func/mean": 0.48515623807907104,
"rewards/alfworld_rollout_reward_func/std": 3.3146796226501465,
"sampling/importance_sampling_ratio/max": 2.970187187194824,
"sampling/importance_sampling_ratio/mean": 0.5831338763237,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 6.362844944000244,
"sampling/sampling_logp_difference/mean": 0.024303022772073746,
"step": 5,
"step_time": 281.38914586900137
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.34375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 476.0,
"completions/mean_length": 280.25,
"completions/mean_terminated_length": 158.85714721679688,
"completions/min_length": 79.0,
"completions/min_terminated_length": 79.0,
"entropy": 0.4307485744357109,
"epoch": 0.0967741935483871,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.840685248374939,
"kl": 0.035365400719456375,
"learning_rate": 2.3986972645252883e-05,
"loss": 0.0634,
"num_tokens": 641237.0,
"reward": 1.1078124046325684,
"reward_std": 3.4873318672180176,
"rewards/alfworld_rollout_reward_func/mean": 1.107812523841858,
"rewards/alfworld_rollout_reward_func/std": 3.958895206451416,
"sampling/importance_sampling_ratio/max": 2.7673635482788086,
"sampling/importance_sampling_ratio/mean": 0.561335563659668,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 11.066271781921387,
"sampling/sampling_logp_difference/mean": 0.02636803314089775,
"step": 6,
"step_time": 306.572960538002
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.28125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 474.0,
"completions/mean_length": 248.328125,
"completions/mean_terminated_length": 145.1521759033203,
"completions/min_length": 61.0,
"completions/min_terminated_length": 61.0,
"entropy": 0.4486994035542011,
"epoch": 0.11290322580645161,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.13363927602767944,
"kl": 0.010801714262925088,
"learning_rate": 2.342933270180728e-05,
"loss": 0.1147,
"num_tokens": 734359.0,
"reward": 0.7398437261581421,
"reward_std": 3.073120594024658,
"rewards/alfworld_rollout_reward_func/mean": 0.7398437261581421,
"rewards/alfworld_rollout_reward_func/std": 3.5458602905273438,
"sampling/importance_sampling_ratio/max": 2.4107882976531982,
"sampling/importance_sampling_ratio/mean": 0.5770797729492188,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 7.637388229370117,
"sampling/sampling_logp_difference/mean": 0.027358299121260643,
"step": 7,
"step_time": 291.4309037350031
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2109375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 487.0,
"completions/mean_length": 224.53125,
"completions/mean_terminated_length": 147.68316650390625,
"completions/min_length": 71.0,
"completions/min_terminated_length": 71.0,
"entropy": 0.4458822049200535,
"epoch": 0.12903225806451613,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1380084902048111,
"kl": 0.018724333960562944,
"learning_rate": 2.2759543015090955e-05,
"loss": 0.0322,
"num_tokens": 827827.0,
"reward": 0.8648437261581421,
"reward_std": 3.5357110500335693,
"rewards/alfworld_rollout_reward_func/mean": 0.8648437857627869,
"rewards/alfworld_rollout_reward_func/std": 3.7438578605651855,
"sampling/importance_sampling_ratio/max": 2.939615249633789,
"sampling/importance_sampling_ratio/mean": 0.5691805481910706,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 5.754482269287109,
"sampling/sampling_logp_difference/mean": 0.028573205694556236,
"step": 8,
"step_time": 305.87279431799834
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 504.0,
"completions/mean_length": 218.171875,
"completions/mean_terminated_length": 150.36538696289062,
"completions/min_length": 68.0,
"completions/min_terminated_length": 68.0,
"entropy": 0.4581918604671955,
"epoch": 0.14516129032258066,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.11444258689880371,
"kl": 0.02050452691037208,
"learning_rate": 2.1984476533659888e-05,
"loss": 0.0214,
"num_tokens": 918938.0,
"reward": 1.025781273841858,
"reward_std": 3.5701520442962646,
"rewards/alfworld_rollout_reward_func/mean": 1.0257811546325684,
"rewards/alfworld_rollout_reward_func/std": 3.894923686981201,
"sampling/importance_sampling_ratio/max": 2.700753688812256,
"sampling/importance_sampling_ratio/mean": 0.6189267635345459,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.1386852264404297,
"sampling/sampling_logp_difference/mean": 0.0270779300481081,
"step": 9,
"step_time": 308.85608878800485
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0546875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 432.0,
"completions/mean_length": 150.1875,
"completions/mean_terminated_length": 129.25619506835938,
"completions/min_length": 62.0,
"completions/min_terminated_length": 62.0,
"entropy": 0.5325295478105545,
"epoch": 0.16129032258064516,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.2502661645412445,
"kl": 0.03952266392298043,
"learning_rate": 2.1112086488446085e-05,
"loss": 0.029,
"num_tokens": 1000430.0,
"reward": 0.8335937261581421,
"reward_std": 3.1759183406829834,
"rewards/alfworld_rollout_reward_func/mean": 0.8335937261581421,
"rewards/alfworld_rollout_reward_func/std": 3.7348177433013916,
"sampling/importance_sampling_ratio/max": 2.995654344558716,
"sampling/importance_sampling_ratio/mean": 0.7903203964233398,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.775932788848877,
"sampling/sampling_logp_difference/mean": 0.03168691694736481,
"step": 10,
"step_time": 285.58172405699224
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0859375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 325.0,
"completions/mean_length": 156.7734375,
"completions/mean_terminated_length": 123.3760757446289,
"completions/min_length": 64.0,
"completions/min_terminated_length": 64.0,
"entropy": 0.5142566300928593,
"epoch": 0.1774193548387097,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.18933017551898956,
"kl": 0.04493421735242009,
"learning_rate": 2.0151324781845787e-05,
"loss": 0.0496,
"num_tokens": 1082621.0,
"reward": 0.9093749523162842,
"reward_std": 3.467135429382324,
"rewards/alfworld_rollout_reward_func/mean": 0.909375011920929,
"rewards/alfworld_rollout_reward_func/std": 3.8583264350891113,
"sampling/importance_sampling_ratio/max": 2.9975228309631348,
"sampling/importance_sampling_ratio/mean": 0.8283847570419312,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.3669824600219727,
"sampling/sampling_logp_difference/mean": 0.028965603560209274,
"step": 11,
"step_time": 300.83864827199795
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.046875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 343.0,
"completions/mean_length": 140.28125,
"completions/mean_terminated_length": 121.99999237060547,
"completions/min_length": 51.0,
"completions/min_terminated_length": 51.0,
"entropy": 0.519548587501049,
"epoch": 0.1935483870967742,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.2622426152229309,
"kl": 0.05217514652758837,
"learning_rate": 1.911205012908703e-05,
"loss": -0.0594,
"num_tokens": 1162516.0,
"reward": 0.8148437738418579,
"reward_std": 3.1582674980163574,
"rewards/alfworld_rollout_reward_func/mean": 0.8148437142372131,
"rewards/alfworld_rollout_reward_func/std": 3.7535512447357178,
"sampling/importance_sampling_ratio/max": 2.8224730491638184,
"sampling/importance_sampling_ratio/mean": 0.7709423899650574,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.520348072052002,
"sampling/sampling_logp_difference/mean": 0.031547725200653076,
"step": 12,
"step_time": 287.3358050610004
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0703125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 256.0,
"completions/mean_length": 151.046875,
"completions/mean_terminated_length": 123.7479019165039,
"completions/min_length": 60.0,
"completions/min_terminated_length": 60.0,
"entropy": 0.5261144414544106,
"epoch": 0.20967741935483872,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1863553375005722,
"kl": 0.06452470645308495,
"learning_rate": 1.800492689447043e-05,
"loss": -0.0566,
"num_tokens": 1243615.0,
"reward": 0.8781249523162842,
"reward_std": 3.3634252548217773,
"rewards/alfworld_rollout_reward_func/mean": 0.8781249523162842,
"rewards/alfworld_rollout_reward_func/std": 3.842200994491577,
"sampling/importance_sampling_ratio/max": 2.4663472175598145,
"sampling/importance_sampling_ratio/mean": 0.7910538911819458,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.4453465938568115,
"sampling/sampling_logp_difference/mean": 0.02982635796070099,
"step": 13,
"step_time": 293.8646844759969
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0078125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 380.0,
"completions/mean_length": 129.8671875,
"completions/mean_terminated_length": 126.85826873779297,
"completions/min_length": 56.0,
"completions/min_terminated_length": 56.0,
"entropy": 0.5344252400100231,
"epoch": 0.22580645161290322,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.24170275032520294,
"kl": 0.06391164055094123,
"learning_rate": 1.6841315660560252e-05,
"loss": -0.1138,
"num_tokens": 1321112.0,
"reward": 0.9546874761581421,
"reward_std": 3.586996078491211,
"rewards/alfworld_rollout_reward_func/mean": 0.9546874761581421,
"rewards/alfworld_rollout_reward_func/std": 3.9051523208618164,
"sampling/importance_sampling_ratio/max": 2.8537843227386475,
"sampling/importance_sampling_ratio/mean": 0.7751458883285522,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.7649002075195312,
"sampling/sampling_logp_difference/mean": 0.03092074766755104,
"step": 14,
"step_time": 283.45238025300205
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0546875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 457.0,
"completions/mean_length": 149.8515625,
"completions/mean_terminated_length": 128.90081787109375,
"completions/min_length": 70.0,
"completions/min_terminated_length": 70.0,
"entropy": 0.5125062428414822,
"epoch": 0.24193548387096775,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.16989152133464813,
"kl": 0.053708435501903296,
"learning_rate": 1.563315665323401e-05,
"loss": 0.0051,
"num_tokens": 1403786.0,
"reward": 0.34921878576278687,
"reward_std": 2.4881625175476074,
"rewards/alfworld_rollout_reward_func/mean": 0.3492187559604645,
"rewards/alfworld_rollout_reward_func/std": 3.1670050621032715,
"sampling/importance_sampling_ratio/max": 2.4405319690704346,
"sampling/importance_sampling_ratio/mean": 0.7845873832702637,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 1.7177300453186035,
"sampling/sampling_logp_difference/mean": 0.029662001878023148,
"step": 15,
"step_time": 308.28231060100006
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0703125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 422.0,
"completions/mean_length": 156.3359375,
"completions/mean_terminated_length": 129.43698120117188,
"completions/min_length": 71.0,
"completions/min_terminated_length": 71.0,
"entropy": 0.5052059814333916,
"epoch": 0.25806451612903225,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.18680106103420258,
"kl": 0.052992088720202446,
"learning_rate": 1.439284721880721e-05,
"loss": -0.0061,
"num_tokens": 1485910.0,
"reward": 1.005468726158142,
"reward_std": 2.9901723861694336,
"rewards/alfworld_rollout_reward_func/mean": 1.005468726158142,
"rewards/alfworld_rollout_reward_func/std": 3.869877815246582,
"sampling/importance_sampling_ratio/max": 2.6479995250701904,
"sampling/importance_sampling_ratio/mean": 0.8335222005844116,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.2812881469726562,
"sampling/sampling_logp_difference/mean": 0.02822798863053322,
"step": 16,
"step_time": 288.45321577499635
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 436.0,
"completions/mean_length": 155.78125,
"completions/mean_terminated_length": 132.03334045410156,
"completions/min_length": 62.0,
"completions/min_terminated_length": 62.0,
"entropy": 0.5273009687662125,
"epoch": 0.27419354838709675,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.17423537373542786,
"kl": 0.07150922995060682,
"learning_rate": 1.3133114610483909e-05,
"loss": -0.0034,
"num_tokens": 1567778.0,
"reward": 0.25390625,
"reward_std": 2.4427285194396973,
"rewards/alfworld_rollout_reward_func/mean": 0.2539062201976776,
"rewards/alfworld_rollout_reward_func/std": 3.2506790161132812,
"sampling/importance_sampling_ratio/max": 2.4126062393188477,
"sampling/importance_sampling_ratio/mean": 0.8037413954734802,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.5358574390411377,
"sampling/sampling_logp_difference/mean": 0.029498092830181122,
"step": 17,
"step_time": 281.3368725319997
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1484375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 477.0,
"completions/mean_length": 186.5,
"completions/mean_terminated_length": 129.76145935058594,
"completions/min_length": 73.0,
"completions/min_terminated_length": 73.0,
"entropy": 0.47341491281986237,
"epoch": 0.2903225806451613,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1518625020980835,
"kl": 0.049451613100245595,
"learning_rate": 1.1866885389516092e-05,
"loss": 0.0897,
"num_tokens": 1656705.0,
"reward": 0.80859375,
"reward_std": 3.4441990852355957,
"rewards/alfworld_rollout_reward_func/mean": 0.80859375,
"rewards/alfworld_rollout_reward_func/std": 3.8008499145507812,
"sampling/importance_sampling_ratio/max": 2.9426238536834717,
"sampling/importance_sampling_ratio/mean": 0.7826383113861084,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.3363547325134277,
"sampling/sampling_logp_difference/mean": 0.027312669903039932,
"step": 18,
"step_time": 334.05939280299935
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1015625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 499.0,
"completions/mean_length": 166.0859375,
"completions/mean_terminated_length": 126.98260498046875,
"completions/min_length": 68.0,
"completions/min_terminated_length": 68.0,
"entropy": 0.47634539753198624,
"epoch": 0.3064516129032258,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.2188945859670639,
"kl": 0.0531598380766809,
"learning_rate": 1.0607152781192796e-05,
"loss": 0.0078,
"num_tokens": 1741466.0,
"reward": 0.6265625357627869,
"reward_std": 2.6468114852905273,
"rewards/alfworld_rollout_reward_func/mean": 0.6265624761581421,
"rewards/alfworld_rollout_reward_func/std": 3.4735782146453857,
"sampling/importance_sampling_ratio/max": 2.799043655395508,
"sampling/importance_sampling_ratio/mean": 0.8041483163833618,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.4288792610168457,
"sampling/sampling_logp_difference/mean": 0.02712005004286766,
"step": 19,
"step_time": 303.70944481100014
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.0859375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 403.0,
"completions/mean_length": 160.9375,
"completions/mean_terminated_length": 127.93163299560547,
"completions/min_length": 76.0,
"completions/min_terminated_length": 76.0,
"entropy": 0.46492085233330727,
"epoch": 0.3225806451612903,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.7110471725463867,
"kl": 0.09847234468907118,
"learning_rate": 9.366843346765992e-06,
"loss": 0.0238,
"num_tokens": 1823852.0,
"reward": 0.819531261920929,
"reward_std": 3.2860288619995117,
"rewards/alfworld_rollout_reward_func/mean": 0.8195312023162842,
"rewards/alfworld_rollout_reward_func/std": 3.780327320098877,
"sampling/importance_sampling_ratio/max": 2.7687222957611084,
"sampling/importance_sampling_ratio/mean": 0.7973555326461792,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 20.83700942993164,
"sampling/sampling_logp_difference/mean": 0.027603479102253914,
"step": 20,
"step_time": 296.20082658499814
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.078125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 356.0,
"completions/mean_length": 154.0625,
"completions/mean_terminated_length": 123.72881317138672,
"completions/min_length": 58.0,
"completions/min_terminated_length": 58.0,
"entropy": 0.4891073890030384,
"epoch": 0.3387096774193548,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.3204660415649414,
"kl": 0.06161752389743924,
"learning_rate": 8.158684339439748e-06,
"loss": 0.1854,
"num_tokens": 1905839.0,
"reward": 0.66796875,
"reward_std": 2.7234749794006348,
"rewards/alfworld_rollout_reward_func/mean": 0.66796875,
"rewards/alfworld_rollout_reward_func/std": 3.580017566680908,
"sampling/importance_sampling_ratio/max": 2.9959678649902344,
"sampling/importance_sampling_ratio/mean": 0.9344255328178406,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.3660998344421387,
"sampling/sampling_logp_difference/mean": 0.029398081824183464,
"step": 21,
"step_time": 279.7738521129977
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.171875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 446.0,
"completions/mean_length": 197.1015625,
"completions/mean_terminated_length": 131.7452850341797,
"completions/min_length": 65.0,
"completions/min_terminated_length": 65.0,
"entropy": 0.4758484289050102,
"epoch": 0.3548387096774194,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.16225755214691162,
"kl": 0.054194105323404074,
"learning_rate": 6.99507310552957e-06,
"loss": 0.0319,
"num_tokens": 1991294.0,
"reward": 0.69921875,
"reward_std": 3.503169298171997,
"rewards/alfworld_rollout_reward_func/mean": 0.69921875,
"rewards/alfworld_rollout_reward_func/std": 3.726823329925537,
"sampling/importance_sampling_ratio/max": 2.5170819759368896,
"sampling/importance_sampling_ratio/mean": 0.777429461479187,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.413573741912842,
"sampling/sampling_logp_difference/mean": 0.027101196348667145,
"step": 22,
"step_time": 285.0048562720003
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1171875,
"completions/max_length": 512.0,
"completions/max_terminated_length": 471.0,
"completions/mean_length": 169.8359375,
"completions/mean_terminated_length": 124.41593170166016,
"completions/min_length": 57.0,
"completions/min_terminated_length": 57.0,
"entropy": 0.5033188574016094,
"epoch": 0.3709677419354839,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.18970800936222076,
"kl": 0.04351181210950017,
"learning_rate": 5.8879498709129735e-06,
"loss": -0.0057,
"num_tokens": 2075803.0,
"reward": 0.8039063215255737,
"reward_std": 3.560253620147705,
"rewards/alfworld_rollout_reward_func/mean": 0.8039062023162842,
"rewards/alfworld_rollout_reward_func/std": 3.759028911590576,
"sampling/importance_sampling_ratio/max": 2.6937098503112793,
"sampling/importance_sampling_ratio/mean": 0.7721619606018066,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.6162972450256348,
"sampling/sampling_logp_difference/mean": 0.02900775894522667,
"step": 23,
"step_time": 298.5376572299974
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1484375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 451.0,
"completions/mean_length": 186.1640625,
"completions/mean_terminated_length": 129.36697387695312,
"completions/min_length": 60.0,
"completions/min_terminated_length": 60.0,
"entropy": 0.4917047880589962,
"epoch": 0.3870967741935484,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.18956582248210907,
"kl": 0.04409886850044131,
"learning_rate": 4.848675218154214e-06,
"loss": -0.0152,
"num_tokens": 2160777.0,
"reward": 0.675000011920929,
"reward_std": 2.953065872192383,
"rewards/alfworld_rollout_reward_func/mean": 0.675000011920929,
"rewards/alfworld_rollout_reward_func/std": 3.6408443450927734,
"sampling/importance_sampling_ratio/max": 2.5711066722869873,
"sampling/importance_sampling_ratio/mean": 0.6986918449401855,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.6658549308776855,
"sampling/sampling_logp_difference/mean": 0.02768370695412159,
"step": 24,
"step_time": 286.79983711899695
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.140625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 436.0,
"completions/mean_length": 176.5703125,
"completions/mean_terminated_length": 121.68181610107422,
"completions/min_length": 54.0,
"completions/min_terminated_length": 54.0,
"entropy": 0.4625844620168209,
"epoch": 0.4032258064516129,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1729527860879898,
"kl": 0.046662998385727406,
"learning_rate": 3.887913511553917e-06,
"loss": 0.0258,
"num_tokens": 2247234.0,
"reward": 0.8726562261581421,
"reward_std": 3.0254807472229004,
"rewards/alfworld_rollout_reward_func/mean": 0.8726562261581421,
"rewards/alfworld_rollout_reward_func/std": 3.7554731369018555,
"sampling/importance_sampling_ratio/max": 2.884495496749878,
"sampling/importance_sampling_ratio/mean": 0.7411025762557983,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.431777000427246,
"sampling/sampling_logp_difference/mean": 0.02642218954861164,
"step": 25,
"step_time": 331.329842252002
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1953125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 437.0,
"completions/mean_length": 203.78125,
"completions/mean_terminated_length": 128.9708709716797,
"completions/min_length": 68.0,
"completions/min_terminated_length": 68.0,
"entropy": 0.4392157681286335,
"epoch": 0.41935483870967744,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.18243148922920227,
"kl": 0.03993735695257783,
"learning_rate": 3.0155234663401146e-06,
"loss": 0.1456,
"num_tokens": 2332769.0,
"reward": 2.0328125953674316,
"reward_std": 4.510900020599365,
"rewards/alfworld_rollout_reward_func/mean": 2.0328123569488525,
"rewards/alfworld_rollout_reward_func/std": 4.624057769775391,
"sampling/importance_sampling_ratio/max": 2.9809186458587646,
"sampling/importance_sampling_ratio/mean": 0.8058295845985413,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.739076852798462,
"sampling/sampling_logp_difference/mean": 0.025428924709558487,
"step": 26,
"step_time": 262.9066606970009
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 387.0,
"completions/mean_length": 173.7890625,
"completions/mean_terminated_length": 125.47322082519531,
"completions/min_length": 58.0,
"completions/min_terminated_length": 58.0,
"entropy": 0.46685169637203217,
"epoch": 0.43548387096774194,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.17903129756450653,
"kl": 0.046850728802382946,
"learning_rate": 2.240456984909049e-06,
"loss": 0.0513,
"num_tokens": 2415919.0,
"reward": 1.5,
"reward_std": 4.049795627593994,
"rewards/alfworld_rollout_reward_func/mean": 1.5,
"rewards/alfworld_rollout_reward_func/std": 4.301400661468506,
"sampling/importance_sampling_ratio/max": 2.8721108436584473,
"sampling/importance_sampling_ratio/mean": 0.813679575920105,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.3308191299438477,
"sampling/sampling_logp_difference/mean": 0.027277380228042603,
"step": 27,
"step_time": 287.4597008519995
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1640625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 253.0,
"completions/mean_length": 182.4140625,
"completions/mean_terminated_length": 117.72896575927734,
"completions/min_length": 67.0,
"completions/min_terminated_length": 67.0,
"entropy": 0.4677879251539707,
"epoch": 0.45161290322580644,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.13941031694412231,
"kl": 0.042057349579408765,
"learning_rate": 1.570667298192724e-06,
"loss": 0.0048,
"num_tokens": 2500100.0,
"reward": 0.5835937261581421,
"reward_std": 2.6255595684051514,
"rewards/alfworld_rollout_reward_func/mean": 0.5835937261581421,
"rewards/alfworld_rollout_reward_func/std": 3.450979232788086,
"sampling/importance_sampling_ratio/max": 2.854583501815796,
"sampling/importance_sampling_ratio/mean": 0.7393490076065063,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 5.095232963562012,
"sampling/sampling_logp_difference/mean": 0.027033191174268723,
"step": 28,
"step_time": 285.79294812399894
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.2109375,
"completions/max_length": 512.0,
"completions/max_terminated_length": 479.0,
"completions/mean_length": 212.203125,
"completions/mean_terminated_length": 132.0594024658203,
"completions/min_length": 58.0,
"completions/min_terminated_length": 58.0,
"entropy": 0.4555159918963909,
"epoch": 0.46774193548387094,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.16522692143917084,
"kl": 0.04728960315696895,
"learning_rate": 1.0130273547471176e-06,
"loss": 0.0531,
"num_tokens": 2589663.0,
"reward": 0.828906238079071,
"reward_std": 3.300809860229492,
"rewards/alfworld_rollout_reward_func/mean": 0.8289061784744263,
"rewards/alfworld_rollout_reward_func/std": 3.700098991394043,
"sampling/importance_sampling_ratio/max": 2.9519269466400146,
"sampling/importance_sampling_ratio/mean": 0.7473565340042114,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 2.6239898204803467,
"sampling/sampling_logp_difference/mean": 0.024686329066753387,
"step": 29,
"step_time": 316.5334539249998
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.140625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 404.0,
"completions/mean_length": 182.484375,
"completions/mean_terminated_length": 128.56362915039062,
"completions/min_length": 69.0,
"completions/min_terminated_length": 69.0,
"entropy": 0.4658549278974533,
"epoch": 0.4838709677419355,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.1560395509004593,
"kl": 0.05294563015922904,
"learning_rate": 5.732592949993898e-07,
"loss": 0.0688,
"num_tokens": 2675234.0,
"reward": 0.84765625,
"reward_std": 3.315725803375244,
"rewards/alfworld_rollout_reward_func/mean": 0.84765625,
"rewards/alfworld_rollout_reward_func/std": 3.8803963661193848,
"sampling/importance_sampling_ratio/max": 2.622981548309326,
"sampling/importance_sampling_ratio/mean": 0.7878429293632507,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.5301332473754883,
"sampling/sampling_logp_difference/mean": 0.026188407093286514,
"step": 30,
"step_time": 298.4171370410004
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.1328125,
"completions/max_length": 512.0,
"completions/max_terminated_length": 446.0,
"completions/mean_length": 179.0078125,
"completions/mean_terminated_length": 128.00901794433594,
"completions/min_length": 63.0,
"completions/min_terminated_length": 63.0,
"entropy": 0.5069509670138359,
"epoch": 0.5,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.20257869362831116,
"kl": 0.055831174831837416,
"learning_rate": 2.5587573434381895e-07,
"loss": 0.0626,
"num_tokens": 2762673.0,
"reward": 0.6875,
"reward_std": 3.218989372253418,
"rewards/alfworld_rollout_reward_func/mean": 0.6875,
"rewards/alfworld_rollout_reward_func/std": 3.5843491554260254,
"sampling/importance_sampling_ratio/max": 2.8179516792297363,
"sampling/importance_sampling_ratio/mean": 0.7038029432296753,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 4.102773666381836,
"sampling/sampling_logp_difference/mean": 0.029051225632429123,
"step": 31,
"step_time": 305.9211267239989
},
{
"clip_ratio/high_max": 0.0,
"clip_ratio/high_mean": 0.0,
"clip_ratio/low_mean": 0.0,
"clip_ratio/low_min": 0.0,
"clip_ratio/region_mean": 0.0,
"completions/clipped_ratio": 0.140625,
"completions/max_length": 512.0,
"completions/max_terminated_length": 486.0,
"completions/mean_length": 193.7734375,
"completions/mean_terminated_length": 141.6999969482422,
"completions/min_length": 64.0,
"completions/min_terminated_length": 64.0,
"entropy": 0.50175466760993,
"epoch": 0.5161290322580645,
"frac_reward_zero_std": 0.0,
"grad_norm": 0.14924179017543793,
"kl": 0.03636577841825783,
"learning_rate": 6.413345760131057e-08,
"loss": 0.1286,
"num_tokens": 2849119.0,
"reward": 0.9367187023162842,
"reward_std": 3.7098560333251953,
"rewards/alfworld_rollout_reward_func/mean": 0.9367187023162842,
"rewards/alfworld_rollout_reward_func/std": 3.8140616416931152,
"sampling/importance_sampling_ratio/max": 2.708343744277954,
"sampling/importance_sampling_ratio/mean": 0.8295129537582397,
"sampling/importance_sampling_ratio/min": 0.0,
"sampling/sampling_logp_difference/max": 3.4670004844665527,
"sampling/sampling_logp_difference/mean": 0.027453571557998657,
"step": 32,
"step_time": 294.9108767129983
}
],
"logging_steps": 1,
"max_steps": 32,
"num_input_tokens_seen": 2849119,
"num_train_epochs": 1,
"save_steps": 20,
"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": 8,
"trial_name": null,
"trial_params": null
}