{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0695187165775402, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.053475935828877004, "grad_norm": 65.08164204257967, "learning_rate": 5e-07, "logits/chosen": -2.733124017715454, "logits/rejected": -2.7089576721191406, "logps/chosen": -271.7913818359375, "logps/rejected": -220.1679229736328, "loss": 0.6907, "rewards/accuracies": 0.3499999940395355, "rewards/chosen": 0.01848032884299755, "rewards/margins": 0.006348843220621347, "rewards/rejected": 0.01213148795068264, "step": 5 }, { "epoch": 0.10695187165775401, "grad_norm": 50.59833986698045, "learning_rate": 1e-06, "logits/chosen": -2.66473388671875, "logits/rejected": -2.6718990802764893, "logps/chosen": -258.00506591796875, "logps/rejected": -206.7321319580078, "loss": 0.6381, "rewards/accuracies": 0.606249988079071, "rewards/chosen": 0.5401543378829956, "rewards/margins": 0.19901855289936066, "rewards/rejected": 0.3411358594894409, "step": 10 }, { "epoch": 0.16042780748663102, "grad_norm": 50.14290028396245, "learning_rate": 9.991477798614637e-07, "logits/chosen": -2.508185863494873, "logits/rejected": -2.524341106414795, "logps/chosen": -271.5559997558594, "logps/rejected": -203.901123046875, "loss": 0.6476, "rewards/accuracies": 0.75, "rewards/chosen": 1.8893938064575195, "rewards/margins": 0.9772478342056274, "rewards/rejected": 0.9121459126472473, "step": 15 }, { "epoch": 0.21390374331550802, "grad_norm": 42.09940353495551, "learning_rate": 9.965940245625131e-07, "logits/chosen": -2.3450875282287598, "logits/rejected": -2.3332550525665283, "logps/chosen": -231.1672821044922, "logps/rejected": -189.68919372558594, "loss": 0.6411, "rewards/accuracies": 0.7875000238418579, "rewards/chosen": 1.9618078470230103, "rewards/margins": 1.288054347038269, "rewards/rejected": 0.6737534403800964, "step": 20 }, { "epoch": 0.26737967914438504, "grad_norm": 50.008448633201716, "learning_rate": 9.923474395499264e-07, "logits/chosen": -2.2368509769439697, "logits/rejected": -2.2110252380371094, "logps/chosen": -238.6009063720703, "logps/rejected": -201.56163024902344, "loss": 0.6356, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": 1.4835152626037598, "rewards/margins": 0.7462359666824341, "rewards/rejected": 0.7372792959213257, "step": 25 }, { "epoch": 0.32085561497326204, "grad_norm": 37.46999153089867, "learning_rate": 9.86422500924775e-07, "logits/chosen": -2.279388904571533, "logits/rejected": -2.2622551918029785, "logps/chosen": -210.3643798828125, "logps/rejected": -200.84750366210938, "loss": 0.5918, "rewards/accuracies": 0.668749988079071, "rewards/chosen": 1.0033924579620361, "rewards/margins": 0.8053790330886841, "rewards/rejected": 0.1980135291814804, "step": 30 }, { "epoch": 0.37433155080213903, "grad_norm": 40.36951895662085, "learning_rate": 9.788394060951227e-07, "logits/chosen": -2.380889654159546, "logits/rejected": -2.3877792358398438, "logps/chosen": -242.85470581054688, "logps/rejected": -207.0241241455078, "loss": 0.6045, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": 0.8806816935539246, "rewards/margins": 0.9049984812736511, "rewards/rejected": -0.024316836148500443, "step": 35 }, { "epoch": 0.42780748663101603, "grad_norm": 49.54969179550948, "learning_rate": 9.696240049254742e-07, "logits/chosen": -2.361086368560791, "logits/rejected": -2.358868360519409, "logps/chosen": -250.7805633544922, "logps/rejected": -223.0339813232422, "loss": 0.6251, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 0.8420997858047485, "rewards/margins": 1.0070801973342896, "rewards/rejected": -0.16498039662837982, "step": 40 }, { "epoch": 0.48128342245989303, "grad_norm": 38.326754460806335, "learning_rate": 9.588077116176756e-07, "logits/chosen": -2.3445451259613037, "logits/rejected": -2.329608917236328, "logps/chosen": -244.2638702392578, "logps/rejected": -213.9591522216797, "loss": 0.6052, "rewards/accuracies": 0.731249988079071, "rewards/chosen": 0.9911876916885376, "rewards/margins": 0.9155967831611633, "rewards/rejected": 0.07559084892272949, "step": 45 }, { "epoch": 0.5347593582887701, "grad_norm": 41.70114459904792, "learning_rate": 9.464273976236516e-07, "logits/chosen": -2.3615097999572754, "logits/rejected": -2.375725269317627, "logps/chosen": -235.63998413085938, "logps/rejected": -205.462158203125, "loss": 0.5778, "rewards/accuracies": 0.7124999761581421, "rewards/chosen": 1.0482008457183838, "rewards/margins": 1.3194622993469238, "rewards/rejected": -0.27126139402389526, "step": 50 }, { "epoch": 0.5347593582887701, "eval_logits/chosen": -2.382444381713867, "eval_logits/rejected": -2.353994369506836, "eval_logps/chosen": -246.02862548828125, "eval_logps/rejected": -197.20895385742188, "eval_loss": 0.5711008310317993, "eval_rewards/accuracies": 0.7559523582458496, "eval_rewards/chosen": 1.21534264087677, "eval_rewards/margins": 1.2842590808868408, "eval_rewards/rejected": -0.0689164251089096, "eval_runtime": 178.2179, "eval_samples_per_second": 14.926, "eval_steps_per_second": 0.236, "step": 50 }, { "epoch": 0.5882352941176471, "grad_norm": 37.61770640976083, "learning_rate": 9.325252659550308e-07, "logits/chosen": -2.4103198051452637, "logits/rejected": -2.375884532928467, "logps/chosen": -232.7388458251953, "logps/rejected": -197.4444122314453, "loss": 0.5385, "rewards/accuracies": 0.737500011920929, "rewards/chosen": 1.110247015953064, "rewards/margins": 1.345210075378418, "rewards/rejected": -0.23496298491954803, "step": 55 }, { "epoch": 0.6417112299465241, "grad_norm": 36.284977037429975, "learning_rate": 9.171487073181197e-07, "logits/chosen": -2.45546817779541, "logits/rejected": -2.4268698692321777, "logps/chosen": -264.7644958496094, "logps/rejected": -237.2240753173828, "loss": 0.5661, "rewards/accuracies": 0.7875000238418579, "rewards/chosen": 1.084460973739624, "rewards/margins": 1.5218535661697388, "rewards/rejected": -0.4373924136161804, "step": 60 }, { "epoch": 0.6951871657754011, "grad_norm": 37.36342990536676, "learning_rate": 9.003501385646448e-07, "logits/chosen": -2.4519729614257812, "logits/rejected": -2.4639739990234375, "logps/chosen": -251.09231567382812, "logps/rejected": -201.4525909423828, "loss": 0.5596, "rewards/accuracies": 0.8125, "rewards/chosen": 1.1350815296173096, "rewards/margins": 1.5527232885360718, "rewards/rejected": -0.4176417887210846, "step": 65 }, { "epoch": 0.7486631016042781, "grad_norm": 33.50003576842058, "learning_rate": 8.821868240089676e-07, "logits/chosen": -2.400097608566284, "logits/rejected": -2.377209186553955, "logps/chosen": -265.53155517578125, "logps/rejected": -226.5992431640625, "loss": 0.5263, "rewards/accuracies": 0.762499988079071, "rewards/chosen": 0.7660782337188721, "rewards/margins": 1.5463287830352783, "rewards/rejected": -0.7802505493164062, "step": 70 }, { "epoch": 0.8021390374331551, "grad_norm": 35.415664255337724, "learning_rate": 8.62720680220876e-07, "logits/chosen": -2.389862060546875, "logits/rejected": -2.379544258117676, "logps/chosen": -250.21115112304688, "logps/rejected": -234.2509765625, "loss": 0.5073, "rewards/accuracies": 0.731249988079071, "rewards/chosen": 0.7700754404067993, "rewards/margins": 1.3676471710205078, "rewards/rejected": -0.597571849822998, "step": 75 }, { "epoch": 0.8556149732620321, "grad_norm": 38.29403188930404, "learning_rate": 8.420180649593929e-07, "logits/chosen": -2.42349910736084, "logits/rejected": -2.4062836170196533, "logps/chosen": -261.1897277832031, "logps/rejected": -225.38619995117188, "loss": 0.5523, "rewards/accuracies": 0.7875000238418579, "rewards/chosen": 0.5706126689910889, "rewards/margins": 1.5985792875289917, "rewards/rejected": -1.0279667377471924, "step": 80 }, { "epoch": 0.9090909090909091, "grad_norm": 34.7463437300499, "learning_rate": 8.201495509671036e-07, "logits/chosen": -2.4246888160705566, "logits/rejected": -2.438143253326416, "logps/chosen": -259.6698303222656, "logps/rejected": -213.34518432617188, "loss": 0.5362, "rewards/accuracies": 0.762499988079071, "rewards/chosen": 1.5000348091125488, "rewards/margins": 1.8813749551773071, "rewards/rejected": -0.3813403248786926, "step": 85 }, { "epoch": 0.9625668449197861, "grad_norm": 34.01709977955445, "learning_rate": 7.971896853961042e-07, "logits/chosen": -2.4786272048950195, "logits/rejected": -2.4621052742004395, "logps/chosen": -252.6436004638672, "logps/rejected": -250.2777557373047, "loss": 0.5064, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": 1.4901584386825562, "rewards/margins": 1.7402337789535522, "rewards/rejected": -0.25007539987564087, "step": 90 }, { "epoch": 1.0160427807486632, "grad_norm": 24.058087864441212, "learning_rate": 7.732167356856654e-07, "logits/chosen": -2.5284178256988525, "logits/rejected": -2.500856876373291, "logps/chosen": -245.199462890625, "logps/rejected": -247.8142852783203, "loss": 0.4555, "rewards/accuracies": 0.824999988079071, "rewards/chosen": 1.14225172996521, "rewards/margins": 2.6005594730377197, "rewards/rejected": -1.4583076238632202, "step": 95 }, { "epoch": 1.0695187165775402, "grad_norm": 34.758664424975294, "learning_rate": 7.48312422757881e-07, "logits/chosen": -2.516972064971924, "logits/rejected": -2.514902114868164, "logps/chosen": -236.08767700195312, "logps/rejected": -226.1017608642578, "loss": 0.232, "rewards/accuracies": 0.90625, "rewards/chosen": 1.0098340511322021, "rewards/margins": 3.1043362617492676, "rewards/rejected": -2.0945024490356445, "step": 100 }, { "epoch": 1.0695187165775402, "eval_logits/chosen": -2.5262153148651123, "eval_logits/rejected": -2.4977195262908936, "eval_logps/chosen": -248.79345703125, "eval_logps/rejected": -207.30593872070312, "eval_loss": 0.49347466230392456, "eval_rewards/accuracies": 0.8035714030265808, "eval_rewards/chosen": 0.938858687877655, "eval_rewards/margins": 2.0174732208251953, "eval_rewards/rejected": -1.078614354133606, "eval_runtime": 177.1838, "eval_samples_per_second": 15.013, "eval_steps_per_second": 0.237, "step": 100 } ], "logging_steps": 5, "max_steps": 279, "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": false }, "attributes": {} } }, "total_flos": 1178822762299392.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }