|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 1.992, |
|
"eval_steps": 500, |
|
"global_step": 125, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"completion_length": 178.3541717529297, |
|
"epoch": 0.016, |
|
"grad_norm": 0.7053135404726241, |
|
"kl": 0.0, |
|
"learning_rate": 1.25e-07, |
|
"loss": 0.0, |
|
"reward": 0.5438157171010971, |
|
"reward_std": 0.4464171230792999, |
|
"rewards/correct_code_reward_func": 0.2500000074505806, |
|
"rewards/len_reward_func": 0.2938157171010971, |
|
"step": 1 |
|
}, |
|
{ |
|
"completion_length": 176.89584350585938, |
|
"epoch": 0.032, |
|
"grad_norm": 2.3417507999605864, |
|
"kl": 0.0, |
|
"learning_rate": 2.5e-07, |
|
"loss": -0.0, |
|
"reward": 0.4928237199783325, |
|
"reward_std": 0.3440842181444168, |
|
"rewards/correct_code_reward_func": 0.1458333432674408, |
|
"rewards/len_reward_func": 0.34699034690856934, |
|
"step": 2 |
|
}, |
|
{ |
|
"completion_length": 192.25, |
|
"epoch": 0.048, |
|
"grad_norm": 0.48071888167986226, |
|
"kl": -3.4809112548828125e-05, |
|
"learning_rate": 3.75e-07, |
|
"loss": -0.0, |
|
"reward": 0.449026882648468, |
|
"reward_std": 0.47666139900684357, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.2823602259159088, |
|
"step": 3 |
|
}, |
|
{ |
|
"completion_length": 270.7291717529297, |
|
"epoch": 0.064, |
|
"grad_norm": 0.3569537292235904, |
|
"kl": 4.172325134277344e-07, |
|
"learning_rate": 5e-07, |
|
"loss": 0.0, |
|
"reward": 0.45451289415359497, |
|
"reward_std": 0.3296015188097954, |
|
"rewards/correct_code_reward_func": 0.1041666716337204, |
|
"rewards/len_reward_func": 0.3503462225198746, |
|
"step": 4 |
|
}, |
|
{ |
|
"completion_length": 232.58334350585938, |
|
"epoch": 0.08, |
|
"grad_norm": 0.4439935569873824, |
|
"kl": -4.214048385620117e-05, |
|
"learning_rate": 4.999157413258781e-07, |
|
"loss": -0.0, |
|
"reward": 0.2809216380119324, |
|
"reward_std": 0.37323758006095886, |
|
"rewards/correct_code_reward_func": 0.0, |
|
"rewards/len_reward_func": 0.2809216380119324, |
|
"step": 5 |
|
}, |
|
{ |
|
"completion_length": 261.9375, |
|
"epoch": 0.096, |
|
"grad_norm": 0.3541024748340305, |
|
"kl": -3.1054019927978516e-05, |
|
"learning_rate": 4.996630220997057e-07, |
|
"loss": -0.0, |
|
"reward": 0.4689294695854187, |
|
"reward_std": 0.4829525202512741, |
|
"rewards/correct_code_reward_func": 0.1875, |
|
"rewards/len_reward_func": 0.2814294695854187, |
|
"step": 6 |
|
}, |
|
{ |
|
"completion_length": 306.12501525878906, |
|
"epoch": 0.112, |
|
"grad_norm": 0.3947267586718111, |
|
"kl": -2.968311309814453e-05, |
|
"learning_rate": 4.992420126717784e-07, |
|
"loss": -0.0, |
|
"reward": 0.3299577385187149, |
|
"reward_std": 0.30695800483226776, |
|
"rewards/correct_code_reward_func": 0.0, |
|
"rewards/len_reward_func": 0.3299577236175537, |
|
"step": 7 |
|
}, |
|
{ |
|
"completion_length": 238.85417938232422, |
|
"epoch": 0.128, |
|
"grad_norm": 0.5118206169412205, |
|
"kl": -4.1604042053222656e-05, |
|
"learning_rate": 4.986529968316653e-07, |
|
"loss": 0.0, |
|
"reward": 0.4368641823530197, |
|
"reward_std": 0.2371533028781414, |
|
"rewards/correct_code_reward_func": 0.08333333395421505, |
|
"rewards/len_reward_func": 0.3535308539867401, |
|
"step": 8 |
|
}, |
|
{ |
|
"completion_length": 304.7708435058594, |
|
"epoch": 0.144, |
|
"grad_norm": 0.3493288643723073, |
|
"kl": -5.060434341430664e-05, |
|
"learning_rate": 4.978963716169165e-07, |
|
"loss": -0.0, |
|
"reward": 0.4636567234992981, |
|
"reward_std": 0.46522316336631775, |
|
"rewards/correct_code_reward_func": 0.1666666679084301, |
|
"rewards/len_reward_func": 0.2969900518655777, |
|
"step": 9 |
|
}, |
|
{ |
|
"completion_length": 264.4791717529297, |
|
"epoch": 0.16, |
|
"grad_norm": 0.8959331411324142, |
|
"kl": -7.329881191253662e-05, |
|
"learning_rate": 4.969726470454313e-07, |
|
"loss": -0.0, |
|
"reward": 0.5069085508584976, |
|
"reward_std": 0.37757958471775055, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.3402418941259384, |
|
"step": 10 |
|
}, |
|
{ |
|
"completion_length": 201.3541717529297, |
|
"epoch": 0.176, |
|
"grad_norm": 0.4500851901199424, |
|
"kl": -4.0531158447265625e-05, |
|
"learning_rate": 4.958824457716706e-07, |
|
"loss": -0.0, |
|
"reward": 0.5010976195335388, |
|
"reward_std": 0.5051684230566025, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.334430992603302, |
|
"step": 11 |
|
}, |
|
{ |
|
"completion_length": 297.37500762939453, |
|
"epoch": 0.192, |
|
"grad_norm": 0.43567877016900936, |
|
"kl": -4.696846008300781e-05, |
|
"learning_rate": 4.946265026669454e-07, |
|
"loss": -0.0, |
|
"reward": 0.3353367894887924, |
|
"reward_std": 0.3315615653991699, |
|
"rewards/correct_code_reward_func": 0.02083333395421505, |
|
"rewards/len_reward_func": 0.3145034611225128, |
|
"step": 12 |
|
}, |
|
{ |
|
"completion_length": 201.75, |
|
"epoch": 0.208, |
|
"grad_norm": 0.5760425272270367, |
|
"kl": 2.5451183319091797e-05, |
|
"learning_rate": 4.932056643240618e-07, |
|
"loss": 0.0, |
|
"reward": 0.6330613493919373, |
|
"reward_std": 0.5388243198394775, |
|
"rewards/correct_code_reward_func": 0.3541666716337204, |
|
"rewards/len_reward_func": 0.27889466285705566, |
|
"step": 13 |
|
}, |
|
{ |
|
"completion_length": 288.0416717529297, |
|
"epoch": 0.224, |
|
"grad_norm": 0.6576192766028296, |
|
"kl": 7.191300392150879e-05, |
|
"learning_rate": 4.916208884866592e-07, |
|
"loss": 0.0, |
|
"reward": 0.39246678352355957, |
|
"reward_std": 0.44181104004383087, |
|
"rewards/correct_code_reward_func": 0.08333333395421505, |
|
"rewards/len_reward_func": 0.3091334402561188, |
|
"step": 14 |
|
}, |
|
{ |
|
"completion_length": 183.75000762939453, |
|
"epoch": 0.24, |
|
"grad_norm": 0.6134701851816485, |
|
"kl": 0.00014084577560424805, |
|
"learning_rate": 4.898732434036243e-07, |
|
"loss": 0.0, |
|
"reward": 0.42976467311382294, |
|
"reward_std": 0.3796156942844391, |
|
"rewards/correct_code_reward_func": 0.1250000037252903, |
|
"rewards/len_reward_func": 0.30476468801498413, |
|
"step": 15 |
|
}, |
|
{ |
|
"completion_length": 207.77083587646484, |
|
"epoch": 0.256, |
|
"grad_norm": 0.7064422469677513, |
|
"kl": 0.000293731689453125, |
|
"learning_rate": 4.879639071090173e-07, |
|
"loss": 0.0, |
|
"reward": 0.35718174278736115, |
|
"reward_std": 0.408719003200531, |
|
"rewards/correct_code_reward_func": 0.0625, |
|
"rewards/len_reward_func": 0.29468175768852234, |
|
"step": 16 |
|
}, |
|
{ |
|
"completion_length": 194.00000762939453, |
|
"epoch": 0.272, |
|
"grad_norm": 0.4827506793012771, |
|
"kl": 2.288818359375e-05, |
|
"learning_rate": 4.858941666279955e-07, |
|
"loss": -0.0, |
|
"reward": 0.5703845322132111, |
|
"reward_std": 0.39449170231819153, |
|
"rewards/correct_code_reward_func": 0.2500000111758709, |
|
"rewards/len_reward_func": 0.32038453221321106, |
|
"step": 17 |
|
}, |
|
{ |
|
"completion_length": 238.18750762939453, |
|
"epoch": 0.288, |
|
"grad_norm": 0.41996129426983214, |
|
"kl": 0.00011217594146728516, |
|
"learning_rate": 4.836654171092682e-07, |
|
"loss": 0.0, |
|
"reward": 0.6033974885940552, |
|
"reward_std": 0.43378083407878876, |
|
"rewards/correct_code_reward_func": 0.2708333358168602, |
|
"rewards/len_reward_func": 0.33256417512893677, |
|
"step": 18 |
|
}, |
|
{ |
|
"completion_length": 233.95834350585938, |
|
"epoch": 0.304, |
|
"grad_norm": 0.5123314162893023, |
|
"kl": 0.00013169646263122559, |
|
"learning_rate": 4.812791608846709e-07, |
|
"loss": 0.0, |
|
"reward": 0.40910618007183075, |
|
"reward_std": 0.3389303684234619, |
|
"rewards/correct_code_reward_func": 0.0833333358168602, |
|
"rewards/len_reward_func": 0.32577285170555115, |
|
"step": 19 |
|
}, |
|
{ |
|
"completion_length": 316.3125, |
|
"epoch": 0.32, |
|
"grad_norm": 0.47220846544005757, |
|
"kl": 0.0002579689025878906, |
|
"learning_rate": 4.787370064564882e-07, |
|
"loss": 0.0, |
|
"reward": 0.41953830420970917, |
|
"reward_std": 0.4723764508962631, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.2737049460411072, |
|
"step": 20 |
|
}, |
|
{ |
|
"completion_length": 227.7916717529297, |
|
"epoch": 0.336, |
|
"grad_norm": 0.6008188696097762, |
|
"kl": 0.0004267692565917969, |
|
"learning_rate": 4.7604066741321253e-07, |
|
"loss": 0.0, |
|
"reward": 0.6169633865356445, |
|
"reward_std": 0.48675188422203064, |
|
"rewards/correct_code_reward_func": 0.3333333432674408, |
|
"rewards/len_reward_func": 0.28363004326820374, |
|
"step": 21 |
|
}, |
|
{ |
|
"completion_length": 252.27084350585938, |
|
"epoch": 0.352, |
|
"grad_norm": 0.5160855324353004, |
|
"kl": 0.0001907944679260254, |
|
"learning_rate": 4.731919612744659e-07, |
|
"loss": 0.0, |
|
"reward": 0.5648790299892426, |
|
"reward_std": 0.31752249598503113, |
|
"rewards/correct_code_reward_func": 0.18750000558793545, |
|
"rewards/len_reward_func": 0.37737900018692017, |
|
"step": 22 |
|
}, |
|
{ |
|
"completion_length": 199.27083587646484, |
|
"epoch": 0.368, |
|
"grad_norm": 0.4296758598414565, |
|
"kl": 0.000273287296295166, |
|
"learning_rate": 4.7019280826586604e-07, |
|
"loss": 0.0, |
|
"reward": 0.45347318053245544, |
|
"reward_std": 0.3857118636369705, |
|
"rewards/correct_code_reward_func": 0.1041666716337204, |
|
"rewards/len_reward_func": 0.34930650889873505, |
|
"step": 23 |
|
}, |
|
{ |
|
"completion_length": 221.77083587646484, |
|
"epoch": 0.384, |
|
"grad_norm": 1.2892124765727169, |
|
"kl": 0.0007638931274414062, |
|
"learning_rate": 4.6704523002466094e-07, |
|
"loss": 0.0, |
|
"reward": 0.4506646543741226, |
|
"reward_std": 0.20875498466193676, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.40899796783924103, |
|
"step": 24 |
|
}, |
|
{ |
|
"completion_length": 266.8333435058594, |
|
"epoch": 0.4, |
|
"grad_norm": 1.4838265312357841, |
|
"kl": 0.0009393692016601562, |
|
"learning_rate": 4.6375134823700503e-07, |
|
"loss": 0.0, |
|
"reward": 0.4240592122077942, |
|
"reward_std": 0.36766907572746277, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3198925405740738, |
|
"step": 25 |
|
}, |
|
{ |
|
"completion_length": 225.20834350585938, |
|
"epoch": 0.416, |
|
"grad_norm": 0.45923128114507034, |
|
"kl": 0.0007772445678710938, |
|
"learning_rate": 4.603133832077953e-07, |
|
"loss": 0.0, |
|
"reward": 0.48156437277793884, |
|
"reward_std": 0.4315789043903351, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.33573102951049805, |
|
"step": 26 |
|
}, |
|
{ |
|
"completion_length": 127.33333587646484, |
|
"epoch": 0.432, |
|
"grad_norm": 0.5853476018540942, |
|
"kl": 0.00115966796875, |
|
"learning_rate": 4.5673365236403216e-07, |
|
"loss": 0.0, |
|
"reward": 0.5744044184684753, |
|
"reward_std": 0.43071019649505615, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.30357107520103455, |
|
"step": 27 |
|
}, |
|
{ |
|
"completion_length": 273.1666717529297, |
|
"epoch": 0.448, |
|
"grad_norm": 0.4925160720854453, |
|
"kl": 0.0010128021240234375, |
|
"learning_rate": 4.530145686927125e-07, |
|
"loss": 0.0, |
|
"reward": 0.5949445962905884, |
|
"reward_std": 0.42838945984840393, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.3241112679243088, |
|
"step": 28 |
|
}, |
|
{ |
|
"completion_length": 178.75000762939453, |
|
"epoch": 0.464, |
|
"grad_norm": 1.1463419828713735, |
|
"kl": 0.0027008056640625, |
|
"learning_rate": 4.4915863911430897e-07, |
|
"loss": 0.0, |
|
"reward": 0.3950851857662201, |
|
"reward_std": 0.4124990254640579, |
|
"rewards/correct_code_reward_func": 0.08333333395421505, |
|
"rewards/len_reward_func": 0.3117518424987793, |
|
"step": 29 |
|
}, |
|
{ |
|
"completion_length": 210.0, |
|
"epoch": 0.48, |
|
"grad_norm": 0.38472151178254205, |
|
"kl": 0.0011115074157714844, |
|
"learning_rate": 4.45168462792932e-07, |
|
"loss": 0.0, |
|
"reward": 0.48962171375751495, |
|
"reward_std": 0.443721666932106, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.32295504212379456, |
|
"step": 30 |
|
}, |
|
{ |
|
"completion_length": 204.95833587646484, |
|
"epoch": 0.496, |
|
"grad_norm": 1.5507179471403478, |
|
"kl": 0.00183868408203125, |
|
"learning_rate": 4.4104672938431223e-07, |
|
"loss": 0.0, |
|
"reward": 0.6203064322471619, |
|
"reward_std": 0.39608660340309143, |
|
"rewards/correct_code_reward_func": 0.2916666865348816, |
|
"rewards/len_reward_func": 0.32863976061344147, |
|
"step": 31 |
|
}, |
|
{ |
|
"completion_length": 159.83333587646484, |
|
"epoch": 0.512, |
|
"grad_norm": 0.9492121763047169, |
|
"kl": 0.001636505126953125, |
|
"learning_rate": 4.367962172227866e-07, |
|
"loss": 0.0, |
|
"reward": 0.5581120550632477, |
|
"reward_std": 0.4106949418783188, |
|
"rewards/correct_code_reward_func": 0.25, |
|
"rewards/len_reward_func": 0.3081120699644089, |
|
"step": 32 |
|
}, |
|
{ |
|
"completion_length": 214.52083587646484, |
|
"epoch": 0.528, |
|
"grad_norm": 1.1197088117962448, |
|
"kl": 0.005927085876464844, |
|
"learning_rate": 4.324197914485075e-07, |
|
"loss": 0.0, |
|
"reward": 0.4833623319864273, |
|
"reward_std": 0.39532361924648285, |
|
"rewards/correct_code_reward_func": 0.1250000037252903, |
|
"rewards/len_reward_func": 0.3583623170852661, |
|
"step": 33 |
|
}, |
|
{ |
|
"completion_length": 255.39583587646484, |
|
"epoch": 0.544, |
|
"grad_norm": 0.4856761942711223, |
|
"kl": 0.00038909912109375, |
|
"learning_rate": 4.2792040207614e-07, |
|
"loss": 0.0, |
|
"reward": 0.3419315367937088, |
|
"reward_std": 0.23230206966400146, |
|
"rewards/correct_code_reward_func": 0.02083333395421505, |
|
"rewards/len_reward_func": 0.3210982233285904, |
|
"step": 34 |
|
}, |
|
{ |
|
"completion_length": 215.93750762939453, |
|
"epoch": 0.56, |
|
"grad_norm": 0.6317607844858494, |
|
"kl": 0.00643157958984375, |
|
"learning_rate": 4.2330108200634723e-07, |
|
"loss": 0.0, |
|
"reward": 0.48397234082221985, |
|
"reward_std": 0.36393553018569946, |
|
"rewards/correct_code_reward_func": 0.1458333432674408, |
|
"rewards/len_reward_func": 0.33813901245594025, |
|
"step": 35 |
|
}, |
|
{ |
|
"completion_length": 170.52084350585938, |
|
"epoch": 0.576, |
|
"grad_norm": 0.47983643730367526, |
|
"kl": 0.0009899139404296875, |
|
"learning_rate": 4.185649449814045e-07, |
|
"loss": 0.0, |
|
"reward": 0.5446349233388901, |
|
"reward_std": 0.475721538066864, |
|
"rewards/correct_code_reward_func": 0.229166679084301, |
|
"rewards/len_reward_func": 0.3154682517051697, |
|
"step": 36 |
|
}, |
|
{ |
|
"completion_length": 155.41666793823242, |
|
"epoch": 0.592, |
|
"grad_norm": 0.7182646382516522, |
|
"kl": 0.00705718994140625, |
|
"learning_rate": 4.137151834863213e-07, |
|
"loss": 0.0, |
|
"reward": 0.659955769777298, |
|
"reward_std": 0.4905228465795517, |
|
"rewards/correct_code_reward_func": 0.2916666865348816, |
|
"rewards/len_reward_func": 0.3682890981435776, |
|
"step": 37 |
|
}, |
|
{ |
|
"completion_length": 234.35416793823242, |
|
"epoch": 0.608, |
|
"grad_norm": 0.5385402773601645, |
|
"kl": 0.001377105712890625, |
|
"learning_rate": 4.087550665968846e-07, |
|
"loss": 0.0, |
|
"reward": 0.34026579558849335, |
|
"reward_std": 0.42601510882377625, |
|
"rewards/correct_code_reward_func": 0.10416666977107525, |
|
"rewards/len_reward_func": 0.23609913140535355, |
|
"step": 38 |
|
}, |
|
{ |
|
"completion_length": 150.02083587646484, |
|
"epoch": 0.624, |
|
"grad_norm": 0.8263933056203022, |
|
"kl": 0.0065155029296875, |
|
"learning_rate": 4.036879377760752e-07, |
|
"loss": 0.0, |
|
"reward": 0.6042845845222473, |
|
"reward_std": 0.4889480620622635, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.3334512561559677, |
|
"step": 39 |
|
}, |
|
{ |
|
"completion_length": 168.77084350585938, |
|
"epoch": 0.64, |
|
"grad_norm": 0.6434934249206259, |
|
"kl": 0.00261688232421875, |
|
"learning_rate": 3.9851721262034157e-07, |
|
"loss": 0.0, |
|
"reward": 0.4757592976093292, |
|
"reward_std": 0.3624489903450012, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.3507593274116516, |
|
"step": 40 |
|
}, |
|
{ |
|
"completion_length": 194.0833396911621, |
|
"epoch": 0.656, |
|
"grad_norm": 0.5493289883401115, |
|
"kl": 0.003704071044921875, |
|
"learning_rate": 3.932463765572505e-07, |
|
"loss": 0.0, |
|
"reward": 0.42005764693021774, |
|
"reward_std": 0.37090964615345, |
|
"rewards/correct_code_reward_func": 0.16666667722165585, |
|
"rewards/len_reward_func": 0.25339096784591675, |
|
"step": 41 |
|
}, |
|
{ |
|
"completion_length": 223.87500762939453, |
|
"epoch": 0.672, |
|
"grad_norm": 0.43766199341669654, |
|
"kl": 0.003650665283203125, |
|
"learning_rate": 3.8787898249606767e-07, |
|
"loss": 0.0, |
|
"reward": 0.35570722818374634, |
|
"reward_std": 0.3742265850305557, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.31404057145118713, |
|
"step": 42 |
|
}, |
|
{ |
|
"completion_length": 159.93750762939453, |
|
"epoch": 0.688, |
|
"grad_norm": 0.662510453229864, |
|
"kl": 0.004608154296875, |
|
"learning_rate": 3.8241864843284964e-07, |
|
"loss": 0.0, |
|
"reward": 0.6946325600147247, |
|
"reward_std": 0.4132131338119507, |
|
"rewards/correct_code_reward_func": 0.3125000074505806, |
|
"rewards/len_reward_func": 0.38213254511356354, |
|
"step": 43 |
|
}, |
|
{ |
|
"completion_length": 202.43750762939453, |
|
"epoch": 0.704, |
|
"grad_norm": 0.4902137587205668, |
|
"kl": 0.006561279296875, |
|
"learning_rate": 3.768690550116639e-07, |
|
"loss": 0.0, |
|
"reward": 0.4793711006641388, |
|
"reward_std": 0.4331624209880829, |
|
"rewards/correct_code_reward_func": 0.1875000074505806, |
|
"rewards/len_reward_func": 0.2918711006641388, |
|
"step": 44 |
|
}, |
|
{ |
|
"completion_length": 201.52084350585938, |
|
"epoch": 0.72, |
|
"grad_norm": 1.5244716072983422, |
|
"kl": 0.0045623779296875, |
|
"learning_rate": 3.712339430435792e-07, |
|
"loss": 0.0, |
|
"reward": 0.376946821808815, |
|
"reward_std": 0.36263740062713623, |
|
"rewards/correct_code_reward_func": 0.0833333358168602, |
|
"rewards/len_reward_func": 0.2936134934425354, |
|
"step": 45 |
|
}, |
|
{ |
|
"completion_length": 211.87501525878906, |
|
"epoch": 0.736, |
|
"grad_norm": 0.47019285013227063, |
|
"kl": 0.00263214111328125, |
|
"learning_rate": 3.65517110985099e-07, |
|
"loss": 0.0, |
|
"reward": 0.4974285364151001, |
|
"reward_std": 0.3727869838476181, |
|
"rewards/correct_code_reward_func": 0.12500000558793545, |
|
"rewards/len_reward_func": 0.3724285215139389, |
|
"step": 46 |
|
}, |
|
{ |
|
"completion_length": 128.29166793823242, |
|
"epoch": 0.752, |
|
"grad_norm": 0.5038135341546401, |
|
"kl": 0.00347900390625, |
|
"learning_rate": 3.597224123777389e-07, |
|
"loss": 0.0, |
|
"reward": 0.608631819486618, |
|
"reward_std": 0.4802524596452713, |
|
"rewards/correct_code_reward_func": 0.3541666865348816, |
|
"rewards/len_reward_func": 0.25446511805057526, |
|
"step": 47 |
|
}, |
|
{ |
|
"completion_length": 161.8541717529297, |
|
"epoch": 0.768, |
|
"grad_norm": 0.5836224104866172, |
|
"kl": 0.0087890625, |
|
"learning_rate": 3.5385375325047163e-07, |
|
"loss": 0.0, |
|
"reward": 0.5433830618858337, |
|
"reward_std": 0.4709310829639435, |
|
"rewards/correct_code_reward_func": 0.2291666679084301, |
|
"rewards/len_reward_func": 0.31421639025211334, |
|
"step": 48 |
|
}, |
|
{ |
|
"completion_length": 140.47916793823242, |
|
"epoch": 0.784, |
|
"grad_norm": 0.49678584086470384, |
|
"kl": 0.0029144287109375, |
|
"learning_rate": 3.479150894867926e-07, |
|
"loss": 0.0, |
|
"reward": 0.5527551472187042, |
|
"reward_std": 0.5054349154233932, |
|
"rewards/correct_code_reward_func": 0.22916667722165585, |
|
"rewards/len_reward_func": 0.3235885202884674, |
|
"step": 49 |
|
}, |
|
{ |
|
"completion_length": 190.87500762939453, |
|
"epoch": 0.8, |
|
"grad_norm": 1.1393985621399754, |
|
"kl": 0.004364013671875, |
|
"learning_rate": 3.4191042415818e-07, |
|
"loss": 0.0, |
|
"reward": 0.4087870866060257, |
|
"reward_std": 0.35092872381210327, |
|
"rewards/correct_code_reward_func": 0.1041666716337204, |
|
"rewards/len_reward_func": 0.3046204149723053, |
|
"step": 50 |
|
}, |
|
{ |
|
"completion_length": 189.95833587646484, |
|
"epoch": 0.816, |
|
"grad_norm": 1.1299817912717918, |
|
"kl": 0.01027679443359375, |
|
"learning_rate": 3.3584380482574717e-07, |
|
"loss": 0.0, |
|
"reward": 0.48216497898101807, |
|
"reward_std": 0.35060346126556396, |
|
"rewards/correct_code_reward_func": 0.1875, |
|
"rewards/len_reward_func": 0.29466497898101807, |
|
"step": 51 |
|
}, |
|
{ |
|
"completion_length": 155.20833587646484, |
|
"epoch": 0.832, |
|
"grad_norm": 1.0099136669800142, |
|
"kl": 0.0089263916015625, |
|
"learning_rate": 3.297193208119047e-07, |
|
"loss": 0.0, |
|
"reward": 0.7047297656536102, |
|
"reward_std": 0.537945419549942, |
|
"rewards/correct_code_reward_func": 0.3750000149011612, |
|
"rewards/len_reward_func": 0.32972970604896545, |
|
"step": 52 |
|
}, |
|
{ |
|
"completion_length": 119.43750381469727, |
|
"epoch": 0.848, |
|
"grad_norm": 0.6910875224957795, |
|
"kl": 0.00537109375, |
|
"learning_rate": 3.235411004438741e-07, |
|
"loss": 0.0, |
|
"reward": 0.37493598461151123, |
|
"reward_std": 0.32232099026441574, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.33326931297779083, |
|
"step": 53 |
|
}, |
|
{ |
|
"completion_length": 239.00001525878906, |
|
"epoch": 0.864, |
|
"grad_norm": 0.9366579226902805, |
|
"kl": 0.01202392578125, |
|
"learning_rate": 3.173133082709086e-07, |
|
"loss": 0.0, |
|
"reward": 0.5343351364135742, |
|
"reward_std": 0.39477548003196716, |
|
"rewards/correct_code_reward_func": 0.2083333358168602, |
|
"rewards/len_reward_func": 0.32600177824497223, |
|
"step": 54 |
|
}, |
|
{ |
|
"completion_length": 165.6458396911621, |
|
"epoch": 0.88, |
|
"grad_norm": 0.5543105836651998, |
|
"kl": 0.0074310302734375, |
|
"learning_rate": 3.1104014225709784e-07, |
|
"loss": 0.0, |
|
"reward": 0.5656554698944092, |
|
"reward_std": 0.4120694398880005, |
|
"rewards/correct_code_reward_func": 0.2500000111758709, |
|
"rewards/len_reward_func": 0.315655454993248, |
|
"step": 55 |
|
}, |
|
{ |
|
"completion_length": 224.8541717529297, |
|
"epoch": 0.896, |
|
"grad_norm": 0.4221238954900066, |
|
"kl": 0.0029735565185546875, |
|
"learning_rate": 3.0472583095164873e-07, |
|
"loss": 0.0, |
|
"reward": 0.4594677835702896, |
|
"reward_std": 0.3312383443117142, |
|
"rewards/correct_code_reward_func": 0.10416666977107525, |
|
"rewards/len_reward_func": 0.3553011566400528, |
|
"step": 56 |
|
}, |
|
{ |
|
"completion_length": 135.8541717529297, |
|
"epoch": 0.912, |
|
"grad_norm": 0.7883647712663692, |
|
"kl": 0.005859375, |
|
"learning_rate": 2.983746306385499e-07, |
|
"loss": 0.0, |
|
"reward": 0.5004815310239792, |
|
"reward_std": 0.4576799273490906, |
|
"rewards/correct_code_reward_func": 0.1458333395421505, |
|
"rewards/len_reward_func": 0.3546481877565384, |
|
"step": 57 |
|
}, |
|
{ |
|
"completion_length": 177.625, |
|
"epoch": 0.928, |
|
"grad_norm": 0.823591617621225, |
|
"kl": 0.00780487060546875, |
|
"learning_rate": 2.919908224675412e-07, |
|
"loss": 0.0, |
|
"reward": 0.47625844180583954, |
|
"reward_std": 0.4644129127264023, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.30959178507328033, |
|
"step": 58 |
|
}, |
|
{ |
|
"completion_length": 111.95833587646484, |
|
"epoch": 0.944, |
|
"grad_norm": 0.7895834198702301, |
|
"kl": 0.01739501953125, |
|
"learning_rate": 2.8557870956832133e-07, |
|
"loss": 0.0, |
|
"reward": 0.45759040117263794, |
|
"reward_std": 0.33291806280612946, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.3325904309749603, |
|
"step": 59 |
|
}, |
|
{ |
|
"completion_length": 200.64583587646484, |
|
"epoch": 0.96, |
|
"grad_norm": 0.398008582749878, |
|
"kl": 0.00305938720703125, |
|
"learning_rate": 2.7914261414993976e-07, |
|
"loss": 0.0, |
|
"reward": 0.5845803320407867, |
|
"reward_std": 0.3288002014160156, |
|
"rewards/correct_code_reward_func": 0.2291666716337204, |
|
"rewards/len_reward_func": 0.35541366040706635, |
|
"step": 60 |
|
}, |
|
{ |
|
"completion_length": 123.75000762939453, |
|
"epoch": 0.976, |
|
"grad_norm": 0.6258506341186686, |
|
"kl": 0.00853729248046875, |
|
"learning_rate": 2.726868745873286e-07, |
|
"loss": 0.0, |
|
"reward": 0.5053079277276993, |
|
"reward_std": 0.45688633620738983, |
|
"rewards/correct_code_reward_func": 0.16666667722165585, |
|
"rewards/len_reward_func": 0.3386412411928177, |
|
"step": 61 |
|
}, |
|
{ |
|
"completion_length": 178.4166717529297, |
|
"epoch": 0.992, |
|
"grad_norm": 0.4226697044495165, |
|
"kl": 0.004604339599609375, |
|
"learning_rate": 2.662158424969357e-07, |
|
"loss": 0.0, |
|
"reward": 0.4181392341852188, |
|
"reward_std": 0.39034655690193176, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3139725774526596, |
|
"step": 62 |
|
}, |
|
{ |
|
"completion_length": 150.375, |
|
"epoch": 1.0, |
|
"grad_norm": 0.4226697044495165, |
|
"kl": 0.00823974609375, |
|
"learning_rate": 2.597338798034344e-07, |
|
"loss": 0.0, |
|
"reward": 0.7250348925590515, |
|
"reward_std": 0.3359350562095642, |
|
"rewards/correct_code_reward_func": 0.375, |
|
"rewards/len_reward_func": 0.3500348925590515, |
|
"step": 63 |
|
}, |
|
{ |
|
"completion_length": 137.45833587646484, |
|
"epoch": 1.016, |
|
"grad_norm": 0.621781928712815, |
|
"kl": 0.0059356689453125, |
|
"learning_rate": 2.532453557994827e-07, |
|
"loss": 0.0, |
|
"reward": 0.5079408586025238, |
|
"reward_std": 0.43556541204452515, |
|
"rewards/correct_code_reward_func": 0.16666667722165585, |
|
"rewards/len_reward_func": 0.3412741720676422, |
|
"step": 64 |
|
}, |
|
{ |
|
"completion_length": 237.45834350585938, |
|
"epoch": 1.032, |
|
"grad_norm": 0.4700296188876399, |
|
"kl": 0.00553131103515625, |
|
"learning_rate": 2.467546442005173e-07, |
|
"loss": 0.0, |
|
"reward": 0.3794639855623245, |
|
"reward_std": 0.3328210711479187, |
|
"rewards/correct_code_reward_func": 0.0625, |
|
"rewards/len_reward_func": 0.3169640153646469, |
|
"step": 65 |
|
}, |
|
{ |
|
"completion_length": 217.33333587646484, |
|
"epoch": 1.048, |
|
"grad_norm": 0.47407157003975803, |
|
"kl": 0.01959228515625, |
|
"learning_rate": 2.4026612019656556e-07, |
|
"loss": 0.0, |
|
"reward": 0.5135317444801331, |
|
"reward_std": 0.3767416924238205, |
|
"rewards/correct_code_reward_func": 0.2083333395421505, |
|
"rewards/len_reward_func": 0.30519840121269226, |
|
"step": 66 |
|
}, |
|
{ |
|
"completion_length": 159.9791717529297, |
|
"epoch": 1.064, |
|
"grad_norm": 1.33408581993753, |
|
"kl": 0.004638671875, |
|
"learning_rate": 2.337841575030642e-07, |
|
"loss": 0.0, |
|
"reward": 0.5043017268180847, |
|
"reward_std": 0.5010640621185303, |
|
"rewards/correct_code_reward_func": 0.1875000111758709, |
|
"rewards/len_reward_func": 0.3168017417192459, |
|
"step": 67 |
|
}, |
|
{ |
|
"completion_length": 196.06250762939453, |
|
"epoch": 1.08, |
|
"grad_norm": 0.39338975551762256, |
|
"kl": 0.0045166015625, |
|
"learning_rate": 2.2731312541267143e-07, |
|
"loss": 0.0, |
|
"reward": 0.40096263587474823, |
|
"reward_std": 0.38369233906269073, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.29679596424102783, |
|
"step": 68 |
|
}, |
|
{ |
|
"completion_length": 168.20833587646484, |
|
"epoch": 1.096, |
|
"grad_norm": 0.5733635012795789, |
|
"kl": 0.011474609375, |
|
"learning_rate": 2.2085738585006021e-07, |
|
"loss": 0.0, |
|
"reward": 0.5634751617908478, |
|
"reward_std": 0.42181093990802765, |
|
"rewards/correct_code_reward_func": 0.229166679084301, |
|
"rewards/len_reward_func": 0.3343084752559662, |
|
"step": 69 |
|
}, |
|
{ |
|
"completion_length": 131.62500762939453, |
|
"epoch": 1.112, |
|
"grad_norm": 0.5768348851420809, |
|
"kl": 0.0180511474609375, |
|
"learning_rate": 2.1442129043167873e-07, |
|
"loss": 0.0, |
|
"reward": 0.44008754193782806, |
|
"reward_std": 0.4175649434328079, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.29425420612096786, |
|
"step": 70 |
|
}, |
|
{ |
|
"completion_length": 178.1041717529297, |
|
"epoch": 1.1280000000000001, |
|
"grad_norm": 0.8562478784181595, |
|
"kl": 0.01507568359375, |
|
"learning_rate": 2.0800917753245875e-07, |
|
"loss": 0.0, |
|
"reward": 0.42609627544879913, |
|
"reward_std": 0.395632266998291, |
|
"rewards/correct_code_reward_func": 0.0833333358168602, |
|
"rewards/len_reward_func": 0.34276294708251953, |
|
"step": 71 |
|
}, |
|
{ |
|
"completion_length": 142.43750381469727, |
|
"epoch": 1.144, |
|
"grad_norm": 0.5850086202761346, |
|
"kl": 0.007049560546875, |
|
"learning_rate": 2.0162536936145008e-07, |
|
"loss": 0.0, |
|
"reward": 0.6273844540119171, |
|
"reward_std": 0.37064287066459656, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.3565511107444763, |
|
"step": 72 |
|
}, |
|
{ |
|
"completion_length": 173.4166717529297, |
|
"epoch": 1.16, |
|
"grad_norm": 1.0060077647295973, |
|
"kl": 0.01995849609375, |
|
"learning_rate": 1.9527416904835132e-07, |
|
"loss": 0.0, |
|
"reward": 0.6327731013298035, |
|
"reward_std": 0.40126484632492065, |
|
"rewards/correct_code_reward_func": 0.3125, |
|
"rewards/len_reward_func": 0.3202730864286423, |
|
"step": 73 |
|
}, |
|
{ |
|
"completion_length": 196.5416717529297, |
|
"epoch": 1.176, |
|
"grad_norm": 0.5247248856581095, |
|
"kl": 0.004150390625, |
|
"learning_rate": 1.889598577429022e-07, |
|
"loss": 0.0, |
|
"reward": 0.4798154681921005, |
|
"reward_std": 0.4057523310184479, |
|
"rewards/correct_code_reward_func": 0.1458333395421505, |
|
"rewards/len_reward_func": 0.33398209512233734, |
|
"step": 74 |
|
}, |
|
{ |
|
"completion_length": 163.37500762939453, |
|
"epoch": 1.192, |
|
"grad_norm": 0.44940299985092946, |
|
"kl": 0.00665283203125, |
|
"learning_rate": 1.8268669172909136e-07, |
|
"loss": 0.0, |
|
"reward": 0.6056158542633057, |
|
"reward_std": 0.4253086894750595, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.3347824960947037, |
|
"step": 75 |
|
}, |
|
{ |
|
"completion_length": 127.60417175292969, |
|
"epoch": 1.208, |
|
"grad_norm": 0.5154656852815648, |
|
"kl": 0.0311279296875, |
|
"learning_rate": 1.7645889955612592e-07, |
|
"loss": 0.0, |
|
"reward": 0.5518045127391815, |
|
"reward_std": 0.46641653776168823, |
|
"rewards/correct_code_reward_func": 0.2083333358168602, |
|
"rewards/len_reward_func": 0.3434711843729019, |
|
"step": 76 |
|
}, |
|
{ |
|
"completion_length": 126.47917175292969, |
|
"epoch": 1.224, |
|
"grad_norm": 0.7328993764471904, |
|
"kl": 0.01027679443359375, |
|
"learning_rate": 1.7028067918809535e-07, |
|
"loss": 0.0, |
|
"reward": 0.5090649425983429, |
|
"reward_std": 0.34914855659008026, |
|
"rewards/correct_code_reward_func": 0.20833333395421505, |
|
"rewards/len_reward_func": 0.3007315993309021, |
|
"step": 77 |
|
}, |
|
{ |
|
"completion_length": 137.2291717529297, |
|
"epoch": 1.24, |
|
"grad_norm": 0.7418796199300344, |
|
"kl": 0.009124755859375, |
|
"learning_rate": 1.6415619517425294e-07, |
|
"loss": 0.0, |
|
"reward": 0.578598827123642, |
|
"reward_std": 0.4721776694059372, |
|
"rewards/correct_code_reward_func": 0.2500000074505806, |
|
"rewards/len_reward_func": 0.32859882712364197, |
|
"step": 78 |
|
}, |
|
{ |
|
"completion_length": 158.95833587646484, |
|
"epoch": 1.256, |
|
"grad_norm": 2.068496131846233, |
|
"kl": 0.02191162109375, |
|
"learning_rate": 1.5808957584181994e-07, |
|
"loss": 0.0, |
|
"reward": 0.4869799315929413, |
|
"reward_std": 0.4040430933237076, |
|
"rewards/correct_code_reward_func": 0.1666666679084301, |
|
"rewards/len_reward_func": 0.3203132748603821, |
|
"step": 79 |
|
}, |
|
{ |
|
"completion_length": 106.93750381469727, |
|
"epoch": 1.272, |
|
"grad_norm": 0.5762356445650323, |
|
"kl": 0.00872802734375, |
|
"learning_rate": 1.5208491051320744e-07, |
|
"loss": 0.0, |
|
"reward": 0.5087297856807709, |
|
"reward_std": 0.39580225944519043, |
|
"rewards/correct_code_reward_func": 0.1875000074505806, |
|
"rewards/len_reward_func": 0.3212297558784485, |
|
"step": 80 |
|
}, |
|
{ |
|
"completion_length": 114.00000381469727, |
|
"epoch": 1.288, |
|
"grad_norm": 0.786665682978904, |
|
"kl": 0.013519287109375, |
|
"learning_rate": 1.461462467495284e-07, |
|
"loss": 0.0, |
|
"reward": 0.4894479066133499, |
|
"reward_std": 0.3821127265691757, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.3644479066133499, |
|
"step": 81 |
|
}, |
|
{ |
|
"completion_length": 154.83333587646484, |
|
"epoch": 1.304, |
|
"grad_norm": 0.7107423115065932, |
|
"kl": 0.0141754150390625, |
|
"learning_rate": 1.4027758762226107e-07, |
|
"loss": 0.0, |
|
"reward": 0.4811897426843643, |
|
"reward_std": 0.3424055427312851, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3770230710506439, |
|
"step": 82 |
|
}, |
|
{ |
|
"completion_length": 235.70834350585938, |
|
"epoch": 1.32, |
|
"grad_norm": 0.43515005998860457, |
|
"kl": 0.0047760009765625, |
|
"learning_rate": 1.3448288901490092e-07, |
|
"loss": 0.0, |
|
"reward": 0.4617680013179779, |
|
"reward_std": 0.3315645009279251, |
|
"rewards/correct_code_reward_func": 0.1250000037252903, |
|
"rewards/len_reward_func": 0.3367680013179779, |
|
"step": 83 |
|
}, |
|
{ |
|
"completion_length": 143.1666717529297, |
|
"epoch": 1.336, |
|
"grad_norm": 0.65180392684865, |
|
"kl": 0.0086669921875, |
|
"learning_rate": 1.2876605695642084e-07, |
|
"loss": 0.0, |
|
"reward": 0.4678248018026352, |
|
"reward_std": 0.3193260580301285, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3636581301689148, |
|
"step": 84 |
|
}, |
|
{ |
|
"completion_length": 131.8333396911621, |
|
"epoch": 1.3519999999999999, |
|
"grad_norm": 0.4416459826072822, |
|
"kl": 0.01190185546875, |
|
"learning_rate": 1.231309449883361e-07, |
|
"loss": 0.0, |
|
"reward": 0.41201435029506683, |
|
"reward_std": 0.3407471626996994, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.37034766376018524, |
|
"step": 85 |
|
}, |
|
{ |
|
"completion_length": 103.77083969116211, |
|
"epoch": 1.3679999999999999, |
|
"grad_norm": 0.43361682764693815, |
|
"kl": 0.0066986083984375, |
|
"learning_rate": 1.1758135156715041e-07, |
|
"loss": 0.0, |
|
"reward": 0.423152431845665, |
|
"reward_std": 0.3362526297569275, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3189857602119446, |
|
"step": 86 |
|
}, |
|
{ |
|
"completion_length": 176.375, |
|
"epoch": 1.384, |
|
"grad_norm": 1.352523990215239, |
|
"kl": 0.03180694580078125, |
|
"learning_rate": 1.1212101750393235e-07, |
|
"loss": 0.0, |
|
"reward": 0.4561140537261963, |
|
"reward_std": 0.39378371834754944, |
|
"rewards/correct_code_reward_func": 0.10416666977107525, |
|
"rewards/len_reward_func": 0.3519473969936371, |
|
"step": 87 |
|
}, |
|
{ |
|
"completion_length": 79.97916793823242, |
|
"epoch": 1.4, |
|
"grad_norm": 2.141260004886994, |
|
"kl": 0.0297698974609375, |
|
"learning_rate": 1.0675362344274952e-07, |
|
"loss": 0.0, |
|
"reward": 0.42587006092071533, |
|
"reward_std": 0.4436161369085312, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.30087001621723175, |
|
"step": 88 |
|
}, |
|
{ |
|
"completion_length": 107.37500381469727, |
|
"epoch": 1.416, |
|
"grad_norm": 0.4125343610721507, |
|
"kl": 0.017974853515625, |
|
"learning_rate": 1.0148278737965844e-07, |
|
"loss": 0.0, |
|
"reward": 0.5323555767536163, |
|
"reward_std": 0.4073493778705597, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.36568886041641235, |
|
"step": 89 |
|
}, |
|
{ |
|
"completion_length": 87.83333587646484, |
|
"epoch": 1.432, |
|
"grad_norm": 1.3465092335562199, |
|
"kl": 0.0328369140625, |
|
"learning_rate": 9.631206222392479e-08, |
|
"loss": 0.0, |
|
"reward": 0.5186317265033722, |
|
"reward_std": 0.4107673317193985, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.3519650846719742, |
|
"step": 90 |
|
}, |
|
{ |
|
"completion_length": 124.33333969116211, |
|
"epoch": 1.448, |
|
"grad_norm": 0.7479671719828264, |
|
"kl": 0.02008056640625, |
|
"learning_rate": 9.124493340311537e-08, |
|
"loss": 0.0, |
|
"reward": 0.5086182951927185, |
|
"reward_std": 0.12347583472728729, |
|
"rewards/correct_code_reward_func": 0.0833333358168602, |
|
"rewards/len_reward_func": 0.4252849221229553, |
|
"step": 91 |
|
}, |
|
{ |
|
"completion_length": 167.79166793823242, |
|
"epoch": 1.464, |
|
"grad_norm": 1.1543274217148969, |
|
"kl": 0.0083770751953125, |
|
"learning_rate": 8.628481651367875e-08, |
|
"loss": 0.0, |
|
"reward": 0.6109435856342316, |
|
"reward_std": 0.422005370259285, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.34011024236679077, |
|
"step": 92 |
|
}, |
|
{ |
|
"completion_length": 115.33333969116211, |
|
"epoch": 1.48, |
|
"grad_norm": 0.3931440618018204, |
|
"kl": 0.0080108642578125, |
|
"learning_rate": 8.143505501859551e-08, |
|
"loss": 0.0, |
|
"reward": 0.44855794310569763, |
|
"reward_std": 0.32760028541088104, |
|
"rewards/correct_code_reward_func": 0.1250000037252903, |
|
"rewards/len_reward_func": 0.3235579580068588, |
|
"step": 93 |
|
}, |
|
{ |
|
"completion_length": 151.39583587646484, |
|
"epoch": 1.496, |
|
"grad_norm": 0.5894110998499853, |
|
"kl": 0.009307861328125, |
|
"learning_rate": 7.669891799365282e-08, |
|
"loss": 0.0, |
|
"reward": 0.36864979565143585, |
|
"reward_std": 0.36151623725891113, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.32698309421539307, |
|
"step": 94 |
|
}, |
|
{ |
|
"completion_length": 147.7916717529297, |
|
"epoch": 1.512, |
|
"grad_norm": 0.5972288037218009, |
|
"kl": 0.019500732421875, |
|
"learning_rate": 7.207959792385998e-08, |
|
"loss": 0.0, |
|
"reward": 0.4600509703159332, |
|
"reward_std": 0.4011112302541733, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.3558843284845352, |
|
"step": 95 |
|
}, |
|
{ |
|
"completion_length": 149.9791717529297, |
|
"epoch": 1.528, |
|
"grad_norm": 0.86174582631064, |
|
"kl": 0.00836181640625, |
|
"learning_rate": 6.758020855149249e-08, |
|
"loss": 0.0, |
|
"reward": 0.44805125892162323, |
|
"reward_std": 0.33948560059070587, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.32305125892162323, |
|
"step": 96 |
|
}, |
|
{ |
|
"completion_length": 163.6041717529297, |
|
"epoch": 1.544, |
|
"grad_norm": 0.36337651628903067, |
|
"kl": 0.0181121826171875, |
|
"learning_rate": 6.320378277721342e-08, |
|
"loss": 0.0, |
|
"reward": 0.4679824113845825, |
|
"reward_std": 0.4093552529811859, |
|
"rewards/correct_code_reward_func": 0.10416666977107525, |
|
"rewards/len_reward_func": 0.3638157695531845, |
|
"step": 97 |
|
}, |
|
{ |
|
"completion_length": 102.75000381469727, |
|
"epoch": 1.56, |
|
"grad_norm": 1.175706006208444, |
|
"kl": 0.023834228515625, |
|
"learning_rate": 5.895327061568775e-08, |
|
"loss": 0.0, |
|
"reward": 0.5549444258213043, |
|
"reward_std": 0.43229806423187256, |
|
"rewards/correct_code_reward_func": 0.2500000111758709, |
|
"rewards/len_reward_func": 0.3049444109201431, |
|
"step": 98 |
|
}, |
|
{ |
|
"completion_length": 144.58333587646484, |
|
"epoch": 1.576, |
|
"grad_norm": 0.7970883391032116, |
|
"kl": 0.011474609375, |
|
"learning_rate": 5.483153720706798e-08, |
|
"loss": 0.0, |
|
"reward": 0.5082628130912781, |
|
"reward_std": 0.46417203545570374, |
|
"rewards/correct_code_reward_func": 0.2083333432674408, |
|
"rewards/len_reward_func": 0.2999294698238373, |
|
"step": 99 |
|
}, |
|
{ |
|
"completion_length": 93.41667175292969, |
|
"epoch": 1.592, |
|
"grad_norm": 0.577298607650083, |
|
"kl": 0.0172119140625, |
|
"learning_rate": 5.0841360885690996e-08, |
|
"loss": 0.0, |
|
"reward": 0.43817608058452606, |
|
"reward_std": 0.4479677081108093, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.29234276711940765, |
|
"step": 100 |
|
}, |
|
{ |
|
"completion_length": 112.79167175292969, |
|
"epoch": 1.608, |
|
"grad_norm": 0.6328737919939129, |
|
"kl": 0.0224151611328125, |
|
"learning_rate": 4.698543130728755e-08, |
|
"loss": 0.0, |
|
"reward": 0.6780606508255005, |
|
"reward_std": 0.37215377390384674, |
|
"rewards/correct_code_reward_func": 0.3333333358168602, |
|
"rewards/len_reward_func": 0.3447272926568985, |
|
"step": 101 |
|
}, |
|
{ |
|
"completion_length": 125.33333587646484, |
|
"epoch": 1.624, |
|
"grad_norm": 0.8805964414937946, |
|
"kl": 0.007904052734375, |
|
"learning_rate": 4.326634763596784e-08, |
|
"loss": 0.0, |
|
"reward": 0.5231586992740631, |
|
"reward_std": 0.39199909567832947, |
|
"rewards/correct_code_reward_func": 0.125, |
|
"rewards/len_reward_func": 0.3981587141752243, |
|
"step": 102 |
|
}, |
|
{ |
|
"completion_length": 143.81250762939453, |
|
"epoch": 1.6400000000000001, |
|
"grad_norm": 0.4566354927971138, |
|
"kl": 0.0088348388671875, |
|
"learning_rate": 3.968661679220467e-08, |
|
"loss": 0.0, |
|
"reward": 0.5204833149909973, |
|
"reward_std": 0.25895993411540985, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.4163166582584381, |
|
"step": 103 |
|
}, |
|
{ |
|
"completion_length": 118.27083587646484, |
|
"epoch": 1.6560000000000001, |
|
"grad_norm": 0.41571642382372326, |
|
"kl": 0.00982666015625, |
|
"learning_rate": 3.624865176299499e-08, |
|
"loss": 0.0, |
|
"reward": 0.6309479027986526, |
|
"reward_std": 0.4369208961725235, |
|
"rewards/correct_code_reward_func": 0.29166667722165585, |
|
"rewards/len_reward_func": 0.33928124606609344, |
|
"step": 104 |
|
}, |
|
{ |
|
"completion_length": 127.50000381469727, |
|
"epoch": 1.6720000000000002, |
|
"grad_norm": 0.44810915489413017, |
|
"kl": 0.021331787109375, |
|
"learning_rate": 3.295476997533905e-08, |
|
"loss": 0.0, |
|
"reward": 0.43531325459480286, |
|
"reward_std": 0.2511162757873535, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.39364662766456604, |
|
"step": 105 |
|
}, |
|
{ |
|
"completion_length": 179.75000762939453, |
|
"epoch": 1.688, |
|
"grad_norm": 0.5235689630320457, |
|
"kl": 0.029052734375, |
|
"learning_rate": 2.980719173413396e-08, |
|
"loss": 0.0, |
|
"reward": 0.354349747300148, |
|
"reward_std": 0.2833855152130127, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.3126830607652664, |
|
"step": 106 |
|
}, |
|
{ |
|
"completion_length": 120.50000381469727, |
|
"epoch": 1.704, |
|
"grad_norm": 1.2523814931919, |
|
"kl": 0.0085601806640625, |
|
"learning_rate": 2.680803872553408e-08, |
|
"loss": 0.0, |
|
"reward": 0.48751458525657654, |
|
"reward_std": 0.4157916307449341, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.32084792852401733, |
|
"step": 107 |
|
}, |
|
{ |
|
"completion_length": 151.16666793823242, |
|
"epoch": 1.72, |
|
"grad_norm": 0.6447932351262547, |
|
"kl": 0.00946807861328125, |
|
"learning_rate": 2.395933258678745e-08, |
|
"loss": 0.0, |
|
"reward": 0.6216467022895813, |
|
"reward_std": 0.44435153901576996, |
|
"rewards/correct_code_reward_func": 0.2708333432674408, |
|
"rewards/len_reward_func": 0.3508133441209793, |
|
"step": 108 |
|
}, |
|
{ |
|
"completion_length": 123.4375, |
|
"epoch": 1.736, |
|
"grad_norm": 0.5052351271825365, |
|
"kl": 0.0091552734375, |
|
"learning_rate": 2.1262993543511715e-08, |
|
"loss": 0.0, |
|
"reward": 0.6645375192165375, |
|
"reward_std": 0.4121406674385071, |
|
"rewards/correct_code_reward_func": 0.2916666716337204, |
|
"rewards/len_reward_func": 0.37287086248397827, |
|
"step": 109 |
|
}, |
|
{ |
|
"completion_length": 153.47916793823242, |
|
"epoch": 1.752, |
|
"grad_norm": 0.6369640119331228, |
|
"kl": 0.0086212158203125, |
|
"learning_rate": 1.872083911532907e-08, |
|
"loss": 0.0, |
|
"reward": 0.40650297701358795, |
|
"reward_std": 0.27610746026039124, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.36483629047870636, |
|
"step": 110 |
|
}, |
|
{ |
|
"completion_length": 132.1041717529297, |
|
"epoch": 1.768, |
|
"grad_norm": 0.44311314663042145, |
|
"kl": 0.01031494140625, |
|
"learning_rate": 1.6334582890731697e-08, |
|
"loss": 0.0, |
|
"reward": 0.7341299653053284, |
|
"reward_std": 0.504623532295227, |
|
"rewards/correct_code_reward_func": 0.4375, |
|
"rewards/len_reward_func": 0.29662999510765076, |
|
"step": 111 |
|
}, |
|
{ |
|
"completion_length": 162.0625, |
|
"epoch": 1.784, |
|
"grad_norm": 0.6586562319299408, |
|
"kl": 0.0101318359375, |
|
"learning_rate": 1.4105833372004523e-08, |
|
"loss": 0.0, |
|
"reward": 0.4220695346593857, |
|
"reward_std": 0.2905489057302475, |
|
"rewards/correct_code_reward_func": 0.0416666679084301, |
|
"rewards/len_reward_func": 0.3804028630256653, |
|
"step": 112 |
|
}, |
|
{ |
|
"completion_length": 106.89583587646484, |
|
"epoch": 1.8, |
|
"grad_norm": 0.7764527703399275, |
|
"kl": 0.019287109375, |
|
"learning_rate": 1.2036092890982619e-08, |
|
"loss": 0.0, |
|
"reward": 0.5292025506496429, |
|
"reward_std": 0.3711909055709839, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.38336920738220215, |
|
"step": 113 |
|
}, |
|
{ |
|
"completion_length": 132.2916717529297, |
|
"epoch": 1.8159999999999998, |
|
"grad_norm": 0.6064692969361543, |
|
"kl": 0.009307861328125, |
|
"learning_rate": 1.0126756596375685e-08, |
|
"loss": 0.0, |
|
"reward": 0.48789724707603455, |
|
"reward_std": 0.3553258925676346, |
|
"rewards/correct_code_reward_func": 0.1458333358168602, |
|
"rewards/len_reward_func": 0.34206391870975494, |
|
"step": 114 |
|
}, |
|
{ |
|
"completion_length": 120.22917175292969, |
|
"epoch": 1.8319999999999999, |
|
"grad_norm": 0.3843336433099292, |
|
"kl": 0.0174560546875, |
|
"learning_rate": 8.379111513340753e-09, |
|
"loss": 0.0, |
|
"reward": 0.47604209184646606, |
|
"reward_std": 0.3304741531610489, |
|
"rewards/correct_code_reward_func": 0.0833333358168602, |
|
"rewards/len_reward_func": 0.39270876348018646, |
|
"step": 115 |
|
}, |
|
{ |
|
"completion_length": 145.31250762939453, |
|
"epoch": 1.8479999999999999, |
|
"grad_norm": 0.5532480666977985, |
|
"kl": 0.024169921875, |
|
"learning_rate": 6.7943356759381785e-09, |
|
"loss": 0.0, |
|
"reward": 0.46019650995731354, |
|
"reward_std": 0.3715391010046005, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.35602983832359314, |
|
"step": 116 |
|
}, |
|
{ |
|
"completion_length": 149.93750381469727, |
|
"epoch": 1.8639999999999999, |
|
"grad_norm": 1.0372718715130624, |
|
"kl": 0.00921630859375, |
|
"learning_rate": 5.373497333054616e-09, |
|
"loss": 0.0, |
|
"reward": 0.4656513184309006, |
|
"reward_std": 0.44700081646442413, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.29898466169834137, |
|
"step": 117 |
|
}, |
|
{ |
|
"completion_length": 144.89583587646484, |
|
"epoch": 1.88, |
|
"grad_norm": 0.4882633725665408, |
|
"kl": 0.014007568359375, |
|
"learning_rate": 4.117554228329406e-09, |
|
"loss": 0.0, |
|
"reward": 0.5118084400892258, |
|
"reward_std": 0.34739528596401215, |
|
"rewards/correct_code_reward_func": 0.1875000074505806, |
|
"rewards/len_reward_func": 0.32430844008922577, |
|
"step": 118 |
|
}, |
|
{ |
|
"completion_length": 97.45833587646484, |
|
"epoch": 1.896, |
|
"grad_norm": 0.4820971241858704, |
|
"kl": 0.01251220703125, |
|
"learning_rate": 3.0273529545687125e-09, |
|
"loss": 0.0, |
|
"reward": 0.4883972406387329, |
|
"reward_std": 0.43138815462589264, |
|
"rewards/correct_code_reward_func": 0.12500000558793545, |
|
"rewards/len_reward_func": 0.3633972257375717, |
|
"step": 119 |
|
}, |
|
{ |
|
"completion_length": 120.95833587646484, |
|
"epoch": 1.912, |
|
"grad_norm": 0.6000792918829387, |
|
"kl": 0.02130126953125, |
|
"learning_rate": 2.1036283830834224e-09, |
|
"loss": 0.0, |
|
"reward": 0.6599289178848267, |
|
"reward_std": 0.32202909141778946, |
|
"rewards/correct_code_reward_func": 0.2291666716337204, |
|
"rewards/len_reward_func": 0.4307622164487839, |
|
"step": 120 |
|
}, |
|
{ |
|
"completion_length": 161.4791717529297, |
|
"epoch": 1.928, |
|
"grad_norm": 0.9160239570442854, |
|
"kl": 0.040740966796875, |
|
"learning_rate": 1.347003168334665e-09, |
|
"loss": 0.0, |
|
"reward": 0.6658598780632019, |
|
"reward_std": 0.45104770362377167, |
|
"rewards/correct_code_reward_func": 0.3750000149011612, |
|
"rewards/len_reward_func": 0.2908598631620407, |
|
"step": 121 |
|
}, |
|
{ |
|
"completion_length": 197.33333587646484, |
|
"epoch": 1.944, |
|
"grad_norm": 1.2887565831293122, |
|
"kl": 0.0357666015625, |
|
"learning_rate": 7.579873282216598e-10, |
|
"loss": 0.0, |
|
"reward": 0.5509243905544281, |
|
"reward_std": 0.42525260150432587, |
|
"rewards/correct_code_reward_func": 0.229166679084301, |
|
"rewards/len_reward_func": 0.3217576891183853, |
|
"step": 122 |
|
}, |
|
{ |
|
"completion_length": 238.39584350585938, |
|
"epoch": 1.96, |
|
"grad_norm": 0.36929428922486, |
|
"kl": 0.0052337646484375, |
|
"learning_rate": 3.3697790029424413e-10, |
|
"loss": 0.0, |
|
"reward": 0.5057644844055176, |
|
"reward_std": 0.4373111426830292, |
|
"rewards/correct_code_reward_func": 0.1458333395421505, |
|
"rewards/len_reward_func": 0.3599311411380768, |
|
"step": 123 |
|
}, |
|
{ |
|
"completion_length": 126.41667175292969, |
|
"epoch": 1.976, |
|
"grad_norm": 0.4901359623088852, |
|
"kl": 0.007110595703125, |
|
"learning_rate": 8.425867412190091e-11, |
|
"loss": 0.0, |
|
"reward": 0.5390879511833191, |
|
"reward_std": 0.30444033443927765, |
|
"rewards/correct_code_reward_func": 0.1666666716337204, |
|
"rewards/len_reward_func": 0.3724212795495987, |
|
"step": 124 |
|
}, |
|
{ |
|
"completion_length": 196.77083587646484, |
|
"epoch": 1.992, |
|
"grad_norm": 0.41890098929296765, |
|
"kl": 0.005767822265625, |
|
"learning_rate": 0.0, |
|
"loss": 0.0, |
|
"reward": 0.5094343423843384, |
|
"reward_std": 0.314863845705986, |
|
"rewards/correct_code_reward_func": 0.1041666679084301, |
|
"rewards/len_reward_func": 0.4052676856517792, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.992, |
|
"step": 125, |
|
"total_flos": 0.0, |
|
"train_loss": 8.671089399598486e-06, |
|
"train_runtime": 8102.573, |
|
"train_samples_per_second": 0.093, |
|
"train_steps_per_second": 0.015 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 125, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"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": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|