| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 2.981366459627329, | |
| "eval_steps": 50, | |
| "global_step": 120, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.12422360248447205, | |
| "grad_norm": 62.403607830645235, | |
| "learning_rate": 5e-07, | |
| "logits/chosen": -2.756077289581299, | |
| "logits/rejected": -2.75536847114563, | |
| "logps/chosen": -266.15899658203125, | |
| "logps/rejected": -237.189697265625, | |
| "loss": 0.6905, | |
| "rewards/accuracies": 0.36250001192092896, | |
| "rewards/chosen": 0.020162902772426605, | |
| "rewards/margins": 0.009148921817541122, | |
| "rewards/rejected": 0.011013981886208057, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.2484472049689441, | |
| "grad_norm": 80.40658980559981, | |
| "learning_rate": 1e-06, | |
| "logits/chosen": -2.689826250076294, | |
| "logits/rejected": -2.672236204147339, | |
| "logps/chosen": -256.6275939941406, | |
| "logps/rejected": -209.4879608154297, | |
| "loss": 0.6412, | |
| "rewards/accuracies": 0.6187499761581421, | |
| "rewards/chosen": 0.5279896259307861, | |
| "rewards/margins": 0.1352878212928772, | |
| "rewards/rejected": 0.3927018344402313, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.37267080745341613, | |
| "grad_norm": 42.882430184568136, | |
| "learning_rate": 9.949107209404663e-07, | |
| "logits/chosen": -2.516449213027954, | |
| "logits/rejected": -2.5170836448669434, | |
| "logps/chosen": -253.22061157226562, | |
| "logps/rejected": -214.71920776367188, | |
| "loss": 0.6132, | |
| "rewards/accuracies": 0.7124999761581421, | |
| "rewards/chosen": 1.5385050773620605, | |
| "rewards/margins": 0.7560700178146362, | |
| "rewards/rejected": 0.7824350595474243, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.4968944099378882, | |
| "grad_norm": 45.56060438591064, | |
| "learning_rate": 9.797464868072486e-07, | |
| "logits/chosen": -2.4393157958984375, | |
| "logits/rejected": -2.4060797691345215, | |
| "logps/chosen": -257.09130859375, | |
| "logps/rejected": -198.79998779296875, | |
| "loss": 0.644, | |
| "rewards/accuracies": 0.75, | |
| "rewards/chosen": 1.761357307434082, | |
| "rewards/margins": 1.1699168682098389, | |
| "rewards/rejected": 0.5914403796195984, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.6211180124223602, | |
| "grad_norm": 41.36750304040445, | |
| "learning_rate": 9.548159976772592e-07, | |
| "logits/chosen": -2.3880293369293213, | |
| "logits/rejected": -2.402343273162842, | |
| "logps/chosen": -246.7839813232422, | |
| "logps/rejected": -230.6208953857422, | |
| "loss": 0.5949, | |
| "rewards/accuracies": 0.7562500238418579, | |
| "rewards/chosen": 1.8271690607070923, | |
| "rewards/margins": 1.592099905014038, | |
| "rewards/rejected": 0.23506923019886017, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.7453416149068323, | |
| "grad_norm": 45.4963965931298, | |
| "learning_rate": 9.206267664155906e-07, | |
| "logits/chosen": -2.424156427383423, | |
| "logits/rejected": -2.3829989433288574, | |
| "logps/chosen": -245.9100341796875, | |
| "logps/rejected": -231.0552978515625, | |
| "loss": 0.5972, | |
| "rewards/accuracies": 0.7437499761581421, | |
| "rewards/chosen": 1.6904218196868896, | |
| "rewards/margins": 1.704167366027832, | |
| "rewards/rejected": -0.013745462521910667, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.8695652173913043, | |
| "grad_norm": 34.827462800688885, | |
| "learning_rate": 8.778747871771291e-07, | |
| "logits/chosen": -2.452261447906494, | |
| "logits/rejected": -2.428560972213745, | |
| "logps/chosen": -258.96221923828125, | |
| "logps/rejected": -219.5812530517578, | |
| "loss": 0.5609, | |
| "rewards/accuracies": 0.737500011920929, | |
| "rewards/chosen": 1.5247328281402588, | |
| "rewards/margins": 1.6348918676376343, | |
| "rewards/rejected": -0.11015894263982773, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.9937888198757764, | |
| "grad_norm": 41.54362761779536, | |
| "learning_rate": 8.274303669726426e-07, | |
| "logits/chosen": -2.435807228088379, | |
| "logits/rejected": -2.425825834274292, | |
| "logps/chosen": -246.02548217773438, | |
| "logps/rejected": -225.33700561523438, | |
| "loss": 0.6521, | |
| "rewards/accuracies": 0.65625, | |
| "rewards/chosen": 1.2175686359405518, | |
| "rewards/margins": 0.9398768544197083, | |
| "rewards/rejected": 0.2776917815208435, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 1.1180124223602483, | |
| "grad_norm": 18.152319532594465, | |
| "learning_rate": 7.703204087277988e-07, | |
| "logits/chosen": -2.3833680152893066, | |
| "logits/rejected": -2.36021089553833, | |
| "logps/chosen": -239.3954315185547, | |
| "logps/rejected": -245.8417205810547, | |
| "loss": 0.244, | |
| "rewards/accuracies": 0.918749988079071, | |
| "rewards/chosen": 2.0914113521575928, | |
| "rewards/margins": 3.1723241806030273, | |
| "rewards/rejected": -1.0809123516082764, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 1.2422360248447206, | |
| "grad_norm": 21.9049414703945, | |
| "learning_rate": 7.077075065009433e-07, | |
| "logits/chosen": -2.3475632667541504, | |
| "logits/rejected": -2.3293070793151855, | |
| "logps/chosen": -239.13436889648438, | |
| "logps/rejected": -224.94949340820312, | |
| "loss": 0.258, | |
| "rewards/accuracies": 0.8687499761581421, | |
| "rewards/chosen": 2.809220552444458, | |
| "rewards/margins": 3.1373844146728516, | |
| "rewards/rejected": -0.32816413044929504, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.2422360248447206, | |
| "eval_logits/chosen": -2.3354883193969727, | |
| "eval_logits/rejected": -2.3212666511535645, | |
| "eval_logps/chosen": -266.6775207519531, | |
| "eval_logps/rejected": -253.1901092529297, | |
| "eval_loss": 0.6212884783744812, | |
| "eval_rewards/accuracies": 0.7847222089767456, | |
| "eval_rewards/chosen": 2.382004737854004, | |
| "eval_rewards/margins": 1.986113429069519, | |
| "eval_rewards/rejected": 0.39589133858680725, | |
| "eval_runtime": 75.1943, | |
| "eval_samples_per_second": 15.161, | |
| "eval_steps_per_second": 0.239, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.3664596273291925, | |
| "grad_norm": 19.456900162913456, | |
| "learning_rate": 6.408662784207149e-07, | |
| "logits/chosen": -2.3208935260772705, | |
| "logits/rejected": -2.2951972484588623, | |
| "logps/chosen": -247.5399932861328, | |
| "logps/rejected": -237.8445281982422, | |
| "loss": 0.2857, | |
| "rewards/accuracies": 0.8812500238418579, | |
| "rewards/chosen": 2.739036798477173, | |
| "rewards/margins": 3.3734939098358154, | |
| "rewards/rejected": -0.6344569325447083, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 1.4906832298136645, | |
| "grad_norm": 26.00493649217999, | |
| "learning_rate": 5.711574191366427e-07, | |
| "logits/chosen": -2.2791221141815186, | |
| "logits/rejected": -2.2677152156829834, | |
| "logps/chosen": -236.4568634033203, | |
| "logps/rejected": -235.218505859375, | |
| "loss": 0.2777, | |
| "rewards/accuracies": 0.84375, | |
| "rewards/chosen": 2.477545976638794, | |
| "rewards/margins": 3.141633987426758, | |
| "rewards/rejected": -0.6640880703926086, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.6149068322981366, | |
| "grad_norm": 22.738140845846544, | |
| "learning_rate": 5e-07, | |
| "logits/chosen": -2.2787652015686035, | |
| "logits/rejected": -2.227478265762329, | |
| "logps/chosen": -228.0373992919922, | |
| "logps/rejected": -255.89987182617188, | |
| "loss": 0.289, | |
| "rewards/accuracies": 0.9312499761581421, | |
| "rewards/chosen": 2.602055072784424, | |
| "rewards/margins": 3.5908477306365967, | |
| "rewards/rejected": -0.9887924194335938, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 1.7391304347826086, | |
| "grad_norm": 23.007905633616, | |
| "learning_rate": 4.2884258086335745e-07, | |
| "logits/chosen": -2.259939670562744, | |
| "logits/rejected": -2.263455867767334, | |
| "logps/chosen": -245.46206665039062, | |
| "logps/rejected": -223.74270629882812, | |
| "loss": 0.2974, | |
| "rewards/accuracies": 0.893750011920929, | |
| "rewards/chosen": 2.2899632453918457, | |
| "rewards/margins": 3.3291678428649902, | |
| "rewards/rejected": -1.0392045974731445, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.8633540372670807, | |
| "grad_norm": 22.7179826338975, | |
| "learning_rate": 3.591337215792851e-07, | |
| "logits/chosen": -2.2751305103302, | |
| "logits/rejected": -2.2498066425323486, | |
| "logps/chosen": -237.3503875732422, | |
| "logps/rejected": -236.15951538085938, | |
| "loss": 0.2561, | |
| "rewards/accuracies": 0.8687499761581421, | |
| "rewards/chosen": 2.172248363494873, | |
| "rewards/margins": 3.147101879119873, | |
| "rewards/rejected": -0.9748538732528687, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 1.9875776397515528, | |
| "grad_norm": 26.637593255483548, | |
| "learning_rate": 2.922924934990568e-07, | |
| "logits/chosen": -2.273965358734131, | |
| "logits/rejected": -2.2656917572021484, | |
| "logps/chosen": -257.8080139160156, | |
| "logps/rejected": -217.7511444091797, | |
| "loss": 0.3499, | |
| "rewards/accuracies": 0.893750011920929, | |
| "rewards/chosen": 2.5381007194519043, | |
| "rewards/margins": 3.5010929107666016, | |
| "rewards/rejected": -0.9629920721054077, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 2.111801242236025, | |
| "grad_norm": 13.915541615199986, | |
| "learning_rate": 2.2967959127220137e-07, | |
| "logits/chosen": -2.2352209091186523, | |
| "logits/rejected": -2.197958469390869, | |
| "logps/chosen": -236.0648193359375, | |
| "logps/rejected": -232.01242065429688, | |
| "loss": 0.1697, | |
| "rewards/accuracies": 0.9312499761581421, | |
| "rewards/chosen": 2.252695083618164, | |
| "rewards/margins": 3.7181904315948486, | |
| "rewards/rejected": -1.4654955863952637, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 2.2360248447204967, | |
| "grad_norm": 15.499960854642854, | |
| "learning_rate": 1.725696330273575e-07, | |
| "logits/chosen": -2.197455883026123, | |
| "logits/rejected": -2.1763360500335693, | |
| "logps/chosen": -239.3179473876953, | |
| "logps/rejected": -238.17578125, | |
| "loss": 0.1491, | |
| "rewards/accuracies": 0.956250011920929, | |
| "rewards/chosen": 2.6867127418518066, | |
| "rewards/margins": 4.167205810546875, | |
| "rewards/rejected": -1.480492115020752, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.360248447204969, | |
| "grad_norm": 16.718898555042905, | |
| "learning_rate": 1.2212521282287093e-07, | |
| "logits/chosen": -2.1886236667633057, | |
| "logits/rejected": -2.1752870082855225, | |
| "logps/chosen": -246.4811553955078, | |
| "logps/rejected": -212.0710906982422, | |
| "loss": 0.158, | |
| "rewards/accuracies": 0.925000011920929, | |
| "rewards/chosen": 2.7335801124572754, | |
| "rewards/margins": 3.6828677654266357, | |
| "rewards/rejected": -0.9492877125740051, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 2.4844720496894412, | |
| "grad_norm": 19.465292915783245, | |
| "learning_rate": 7.937323358440934e-08, | |
| "logits/chosen": -2.1609156131744385, | |
| "logits/rejected": -2.1472043991088867, | |
| "logps/chosen": -224.5920867919922, | |
| "logps/rejected": -214.02554321289062, | |
| "loss": 0.1741, | |
| "rewards/accuracies": 0.956250011920929, | |
| "rewards/chosen": 2.6809496879577637, | |
| "rewards/margins": 3.8545315265655518, | |
| "rewards/rejected": -1.1735817193984985, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.4844720496894412, | |
| "eval_logits/chosen": -2.201831340789795, | |
| "eval_logits/rejected": -2.172940254211426, | |
| "eval_logps/chosen": -268.1634216308594, | |
| "eval_logps/rejected": -258.27825927734375, | |
| "eval_loss": 0.6181273460388184, | |
| "eval_rewards/accuracies": 0.7777777910232544, | |
| "eval_rewards/chosen": 2.2334184646606445, | |
| "eval_rewards/margins": 2.346345901489258, | |
| "eval_rewards/rejected": -0.11292734742164612, | |
| "eval_runtime": 74.9234, | |
| "eval_samples_per_second": 15.216, | |
| "eval_steps_per_second": 0.24, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.608695652173913, | |
| "grad_norm": 19.995154150155244, | |
| "learning_rate": 4.518400232274078e-08, | |
| "logits/chosen": -2.207038402557373, | |
| "logits/rejected": -2.1583220958709717, | |
| "logps/chosen": -251.38162231445312, | |
| "logps/rejected": -263.5743408203125, | |
| "loss": 0.1583, | |
| "rewards/accuracies": 0.949999988079071, | |
| "rewards/chosen": 2.9800047874450684, | |
| "rewards/margins": 4.533116817474365, | |
| "rewards/rejected": -1.5531116724014282, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 2.732919254658385, | |
| "grad_norm": 16.500504970360172, | |
| "learning_rate": 2.025351319275137e-08, | |
| "logits/chosen": -2.172910690307617, | |
| "logits/rejected": -2.1606621742248535, | |
| "logps/chosen": -211.9971160888672, | |
| "logps/rejected": -253.26974487304688, | |
| "loss": 0.1399, | |
| "rewards/accuracies": 0.9437500238418579, | |
| "rewards/chosen": 2.546518325805664, | |
| "rewards/margins": 4.063871383666992, | |
| "rewards/rejected": -1.5173530578613281, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.857142857142857, | |
| "grad_norm": 19.536794540135528, | |
| "learning_rate": 5.0892790595336575e-09, | |
| "logits/chosen": -2.167283296585083, | |
| "logits/rejected": -2.1639857292175293, | |
| "logps/chosen": -246.7537841796875, | |
| "logps/rejected": -237.97262573242188, | |
| "loss": 0.1617, | |
| "rewards/accuracies": 0.9624999761581421, | |
| "rewards/chosen": 2.768967866897583, | |
| "rewards/margins": 4.068437576293945, | |
| "rewards/rejected": -1.2994694709777832, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 2.981366459627329, | |
| "grad_norm": 13.712198521871002, | |
| "learning_rate": 0.0, | |
| "logits/chosen": -2.1904730796813965, | |
| "logits/rejected": -2.1649465560913086, | |
| "logps/chosen": -250.57174682617188, | |
| "logps/rejected": -253.6211395263672, | |
| "loss": 0.1699, | |
| "rewards/accuracies": 0.9125000238418579, | |
| "rewards/chosen": 2.733159065246582, | |
| "rewards/margins": 3.944279193878174, | |
| "rewards/rejected": -1.2111196517944336, | |
| "step": 120 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 120, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "save_steps": 100, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1414680891359232.0, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |