{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 939, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.003194888178913738, "grad_norm": 293.204729539606, "learning_rate": 5.3191489361702125e-09, "logits/chosen": -3.59375, "logits/rejected": -3.796875, "logps/chosen": -332.0, "logps/rejected": -151.0, "loss": 0.6914, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/margins": 0.0, "rewards/rejected": 0.0, "step": 1 }, { "epoch": 0.03194888178913738, "grad_norm": 217.2791429051027, "learning_rate": 5.3191489361702123e-08, "logits/chosen": -3.546875, "logits/rejected": -3.734375, "logps/chosen": -354.0, "logps/rejected": -153.0, "loss": 0.6776, "rewards/accuracies": 0.3888888955116272, "rewards/chosen": 0.01806640625, "rewards/margins": 0.035400390625, "rewards/rejected": -0.017333984375, "step": 10 }, { "epoch": 0.06389776357827476, "grad_norm": 82.81496720870953, "learning_rate": 1.0638297872340425e-07, "logits/chosen": -3.515625, "logits/rejected": -3.625, "logps/chosen": -338.0, "logps/rejected": -153.0, "loss": 0.4387, "rewards/accuracies": 0.925000011920929, "rewards/chosen": 0.53125, "rewards/margins": 0.63671875, "rewards/rejected": -0.107421875, "step": 20 }, { "epoch": 0.09584664536741214, "grad_norm": 23.086232071557887, "learning_rate": 1.5957446808510638e-07, "logits/chosen": -3.546875, "logits/rejected": -3.75, "logps/chosen": -346.0, "logps/rejected": -160.0, "loss": 0.1306, "rewards/accuracies": 0.987500011920929, "rewards/chosen": 1.2890625, "rewards/margins": 2.625, "rewards/rejected": -1.328125, "step": 30 }, { "epoch": 0.12779552715654952, "grad_norm": 6.811169742780255, "learning_rate": 2.127659574468085e-07, "logits/chosen": -3.609375, "logits/rejected": -3.734375, "logps/chosen": -340.0, "logps/rejected": -176.0, "loss": 0.0516, "rewards/accuracies": 1.0, "rewards/chosen": 1.7421875, "rewards/margins": 4.5625, "rewards/rejected": -2.796875, "step": 40 }, { "epoch": 0.1597444089456869, "grad_norm": 5.778673051920023, "learning_rate": 2.659574468085106e-07, "logits/chosen": -3.578125, "logits/rejected": -3.78125, "logps/chosen": -344.0, "logps/rejected": -191.0, "loss": 0.0142, "rewards/accuracies": 1.0, "rewards/chosen": 2.359375, "rewards/margins": 6.65625, "rewards/rejected": -4.3125, "step": 50 }, { "epoch": 0.19169329073482427, "grad_norm": 0.7376722698835323, "learning_rate": 3.1914893617021275e-07, "logits/chosen": -3.375, "logits/rejected": -3.390625, "logps/chosen": -330.0, "logps/rejected": -215.0, "loss": 0.0168, "rewards/accuracies": 1.0, "rewards/chosen": 2.453125, "rewards/margins": 9.125, "rewards/rejected": -6.65625, "step": 60 }, { "epoch": 0.22364217252396165, "grad_norm": 0.03643652415335125, "learning_rate": 3.7234042553191484e-07, "logits/chosen": -3.140625, "logits/rejected": -3.140625, "logps/chosen": -340.0, "logps/rejected": -239.0, "loss": 0.0011, "rewards/accuracies": 1.0, "rewards/chosen": 2.390625, "rewards/margins": 11.6875, "rewards/rejected": -9.3125, "step": 70 }, { "epoch": 0.25559105431309903, "grad_norm": 0.10868404295869633, "learning_rate": 4.25531914893617e-07, "logits/chosen": -3.109375, "logits/rejected": -3.078125, "logps/chosen": -344.0, "logps/rejected": -280.0, "loss": 0.0002, "rewards/accuracies": 1.0, "rewards/chosen": 2.046875, "rewards/margins": 15.1875, "rewards/rejected": -13.125, "step": 80 }, { "epoch": 0.28753993610223644, "grad_norm": 0.006992855864033706, "learning_rate": 4.787234042553192e-07, "logits/chosen": -3.25, "logits/rejected": -3.25, "logps/chosen": -328.0, "logps/rejected": -288.0, "loss": 0.0008, "rewards/accuracies": 1.0, "rewards/chosen": 2.03125, "rewards/margins": 15.25, "rewards/rejected": -13.25, "step": 90 }, { "epoch": 0.3194888178913738, "grad_norm": 0.008609509406233801, "learning_rate": 4.964497041420119e-07, "logits/chosen": -3.390625, "logits/rejected": -3.40625, "logps/chosen": -318.0, "logps/rejected": -254.0, "loss": 0.005, "rewards/accuracies": 1.0, "rewards/chosen": 3.390625, "rewards/margins": 13.3125, "rewards/rejected": -9.875, "step": 100 }, { "epoch": 0.3514376996805112, "grad_norm": 0.2386745976865093, "learning_rate": 4.905325443786982e-07, "logits/chosen": -3.453125, "logits/rejected": -3.578125, "logps/chosen": -316.0, "logps/rejected": -236.0, "loss": 0.0075, "rewards/accuracies": 1.0, "rewards/chosen": 4.40625, "rewards/margins": 13.1875, "rewards/rejected": -8.8125, "step": 110 }, { "epoch": 0.38338658146964855, "grad_norm": 0.002832864260207118, "learning_rate": 4.846153846153846e-07, "logits/chosen": -3.4375, "logits/rejected": -3.421875, "logps/chosen": -334.0, "logps/rejected": -270.0, "loss": 0.0048, "rewards/accuracies": 1.0, "rewards/chosen": 4.34375, "rewards/margins": 16.375, "rewards/rejected": -12.0625, "step": 120 }, { "epoch": 0.41533546325878595, "grad_norm": 0.9051634037890359, "learning_rate": 4.78698224852071e-07, "logits/chosen": -3.328125, "logits/rejected": -3.3125, "logps/chosen": -322.0, "logps/rejected": -294.0, "loss": 0.0003, "rewards/accuracies": 1.0, "rewards/chosen": 2.921875, "rewards/margins": 17.5, "rewards/rejected": -14.5, "step": 130 }, { "epoch": 0.4472843450479233, "grad_norm": 0.0007659043303760018, "learning_rate": 4.727810650887574e-07, "logits/chosen": -3.453125, "logits/rejected": -3.4375, "logps/chosen": -300.0, "logps/rejected": -264.0, "loss": 0.0001, "rewards/accuracies": 1.0, "rewards/chosen": 4.75, "rewards/margins": 16.625, "rewards/rejected": -11.8125, "step": 140 }, { "epoch": 0.4792332268370607, "grad_norm": 0.003549259881696135, "learning_rate": 4.668639053254438e-07, "logits/chosen": -3.34375, "logits/rejected": -3.421875, "logps/chosen": -322.0, "logps/rejected": -282.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.625, "rewards/margins": 18.25, "rewards/rejected": -13.5625, "step": 150 }, { "epoch": 0.5111821086261981, "grad_norm": 0.0003206532972349471, "learning_rate": 4.6094674556213014e-07, "logits/chosen": -3.390625, "logits/rejected": -3.328125, "logps/chosen": -318.0, "logps/rejected": -296.0, "loss": 0.0001, "rewards/accuracies": 1.0, "rewards/chosen": 4.90625, "rewards/margins": 19.625, "rewards/rejected": -14.75, "step": 160 }, { "epoch": 0.5431309904153354, "grad_norm": 0.0016304269501666504, "learning_rate": 4.5502958579881655e-07, "logits/chosen": -3.375, "logits/rejected": -3.515625, "logps/chosen": -302.0, "logps/rejected": -298.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.09375, "rewards/margins": 20.25, "rewards/rejected": -15.1875, "step": 170 }, { "epoch": 0.5750798722044729, "grad_norm": 0.0001715070042755352, "learning_rate": 4.491124260355029e-07, "logits/chosen": -3.34375, "logits/rejected": -3.3125, "logps/chosen": -332.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.75, "rewards/margins": 21.375, "rewards/rejected": -16.625, "step": 180 }, { "epoch": 0.6070287539936102, "grad_norm": 0.0004512338192394063, "learning_rate": 4.4319526627218936e-07, "logits/chosen": -3.40625, "logits/rejected": -3.421875, "logps/chosen": -314.0, "logps/rejected": -304.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.71875, "rewards/margins": 20.25, "rewards/rejected": -15.5625, "step": 190 }, { "epoch": 0.6389776357827476, "grad_norm": 0.061438361455547257, "learning_rate": 4.372781065088757e-07, "logits/chosen": -3.3125, "logits/rejected": -3.390625, "logps/chosen": -330.0, "logps/rejected": -322.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.1875, "rewards/margins": 22.25, "rewards/rejected": -17.0, "step": 200 }, { "epoch": 0.670926517571885, "grad_norm": 0.00034284580567239446, "learning_rate": 4.313609467455621e-07, "logits/chosen": -3.4375, "logits/rejected": -3.390625, "logps/chosen": -308.0, "logps/rejected": -308.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.8125, "rewards/margins": 20.75, "rewards/rejected": -16.0, "step": 210 }, { "epoch": 0.7028753993610224, "grad_norm": 0.00020436480931531622, "learning_rate": 4.2544378698224847e-07, "logits/chosen": -3.34375, "logits/rejected": -3.359375, "logps/chosen": -320.0, "logps/rejected": -308.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.59375, "rewards/margins": 20.875, "rewards/rejected": -16.25, "step": 220 }, { "epoch": 0.7348242811501597, "grad_norm": 0.02256471664210956, "learning_rate": 4.195266272189349e-07, "logits/chosen": -3.40625, "logits/rejected": -3.40625, "logps/chosen": -306.0, "logps/rejected": -324.0, "loss": 0.0598, "rewards/accuracies": 1.0, "rewards/chosen": 4.53125, "rewards/margins": 22.125, "rewards/rejected": -17.625, "step": 230 }, { "epoch": 0.7667731629392971, "grad_norm": 0.002374647523069546, "learning_rate": 4.1360946745562133e-07, "logits/chosen": -3.4375, "logits/rejected": -3.453125, "logps/chosen": -316.0, "logps/rejected": -286.0, "loss": 0.002, "rewards/accuracies": 1.0, "rewards/chosen": 4.5625, "rewards/margins": 17.25, "rewards/rejected": -12.6875, "step": 240 }, { "epoch": 0.7987220447284346, "grad_norm": 0.029823129672964955, "learning_rate": 4.076923076923077e-07, "logits/chosen": -3.390625, "logits/rejected": -3.4375, "logps/chosen": -318.0, "logps/rejected": -272.0, "loss": 0.0119, "rewards/accuracies": 1.0, "rewards/chosen": 4.28125, "rewards/margins": 15.75, "rewards/rejected": -11.5, "step": 250 }, { "epoch": 0.8306709265175719, "grad_norm": 0.02382260534889851, "learning_rate": 4.017751479289941e-07, "logits/chosen": -3.421875, "logits/rejected": -3.46875, "logps/chosen": -316.0, "logps/rejected": -284.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.65625, "rewards/margins": 17.875, "rewards/rejected": -13.25, "step": 260 }, { "epoch": 0.8626198083067093, "grad_norm": 0.00042613742269249753, "learning_rate": 3.9585798816568044e-07, "logits/chosen": -3.375, "logits/rejected": -3.453125, "logps/chosen": -314.0, "logps/rejected": -282.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.625, "rewards/margins": 17.75, "rewards/rejected": -13.1875, "step": 270 }, { "epoch": 0.8945686900958466, "grad_norm": 226.14707960640536, "learning_rate": 3.8994082840236685e-07, "logits/chosen": -3.328125, "logits/rejected": -3.4375, "logps/chosen": -344.0, "logps/rejected": -308.0, "loss": 0.0071, "rewards/accuracies": 1.0, "rewards/chosen": 2.59375, "rewards/margins": 17.75, "rewards/rejected": -15.1875, "step": 280 }, { "epoch": 0.9265175718849841, "grad_norm": 0.00277159351280118, "learning_rate": 3.840236686390532e-07, "logits/chosen": -3.5, "logits/rejected": -3.65625, "logps/chosen": -298.0, "logps/rejected": -268.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.625, "rewards/margins": 17.625, "rewards/rejected": -13.0, "step": 290 }, { "epoch": 0.9584664536741214, "grad_norm": 0.0006344155132498529, "learning_rate": 3.7810650887573966e-07, "logits/chosen": -3.5, "logits/rejected": -3.65625, "logps/chosen": -320.0, "logps/rejected": -296.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.71875, "rewards/margins": 18.875, "rewards/rejected": -14.125, "step": 300 }, { "epoch": 0.9904153354632588, "grad_norm": 0.004108679708822286, "learning_rate": 3.72189349112426e-07, "logits/chosen": -3.5, "logits/rejected": -3.578125, "logps/chosen": -300.0, "logps/rejected": -288.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.15625, "rewards/margins": 17.875, "rewards/rejected": -13.75, "step": 310 }, { "epoch": 1.0, "eval_logits/chosen": -3.453125, "eval_logits/rejected": -3.421875, "eval_logps/chosen": -284.0, "eval_logps/rejected": -314.0, "eval_loss": 5.706846877728822e-06, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.3125, "eval_rewards/margins": 21.625, "eval_rewards/rejected": -17.25, "eval_runtime": 21.7163, "eval_samples_per_second": 9.21, "eval_steps_per_second": 0.322, "step": 313 }, { "epoch": 1.0223642172523961, "grad_norm": 8.473523385083432e-05, "learning_rate": 3.662721893491124e-07, "logits/chosen": -3.359375, "logits/rejected": -3.359375, "logps/chosen": -298.0, "logps/rejected": -304.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.75, "rewards/margins": 20.625, "rewards/rejected": -15.875, "step": 320 }, { "epoch": 1.0543130990415335, "grad_norm": 6.652483172406472e-05, "learning_rate": 3.603550295857988e-07, "logits/chosen": -3.390625, "logits/rejected": -3.453125, "logps/chosen": -288.0, "logps/rejected": -310.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.375, "rewards/margins": 20.75, "rewards/rejected": -16.375, "step": 330 }, { "epoch": 1.0862619808306708, "grad_norm": 0.001557792325180698, "learning_rate": 3.544378698224852e-07, "logits/chosen": -3.390625, "logits/rejected": -3.40625, "logps/chosen": -332.0, "logps/rejected": -298.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.125, "rewards/margins": 20.25, "rewards/rejected": -15.25, "step": 340 }, { "epoch": 1.1182108626198084, "grad_norm": 0.000869024297002781, "learning_rate": 3.485207100591716e-07, "logits/chosen": -3.4375, "logits/rejected": -3.40625, "logps/chosen": -288.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.09375, "rewards/margins": 20.375, "rewards/rejected": -16.25, "step": 350 }, { "epoch": 1.1501597444089458, "grad_norm": 0.000502123087378009, "learning_rate": 3.42603550295858e-07, "logits/chosen": -3.421875, "logits/rejected": -3.4375, "logps/chosen": -314.0, "logps/rejected": -306.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.09375, "rewards/margins": 20.625, "rewards/rejected": -15.5, "step": 360 }, { "epoch": 1.182108626198083, "grad_norm": 0.00015731944634404804, "learning_rate": 3.366863905325444e-07, "logits/chosen": -3.40625, "logits/rejected": -3.53125, "logps/chosen": -332.0, "logps/rejected": -314.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.1875, "rewards/margins": 21.375, "rewards/rejected": -16.125, "step": 370 }, { "epoch": 1.2140575079872205, "grad_norm": 0.00042280258742680697, "learning_rate": 3.3076923076923075e-07, "logits/chosen": -3.5, "logits/rejected": -3.5625, "logps/chosen": -304.0, "logps/rejected": -300.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.6875, "rewards/margins": 19.375, "rewards/rejected": -14.625, "step": 380 }, { "epoch": 1.2460063897763578, "grad_norm": 0.00042295389832085504, "learning_rate": 3.2485207100591716e-07, "logits/chosen": -3.453125, "logits/rejected": -3.46875, "logps/chosen": -322.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.03125, "rewards/margins": 21.5, "rewards/rejected": -16.5, "step": 390 }, { "epoch": 1.2779552715654952, "grad_norm": 4.5067081900441135e-05, "learning_rate": 3.189349112426035e-07, "logits/chosen": -3.453125, "logits/rejected": -3.4375, "logps/chosen": -308.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.71875, "rewards/margins": 21.375, "rewards/rejected": -16.625, "step": 400 }, { "epoch": 1.3099041533546325, "grad_norm": 0.0002963548393975308, "learning_rate": 3.130177514792899e-07, "logits/chosen": -3.46875, "logits/rejected": -3.5, "logps/chosen": -304.0, "logps/rejected": -308.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.8125, "rewards/margins": 20.625, "rewards/rejected": -15.8125, "step": 410 }, { "epoch": 1.34185303514377, "grad_norm": 0.0002097908874806944, "learning_rate": 3.071005917159763e-07, "logits/chosen": -3.4375, "logits/rejected": -3.53125, "logps/chosen": -296.0, "logps/rejected": -304.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.25, "rewards/margins": 20.0, "rewards/rejected": -15.75, "step": 420 }, { "epoch": 1.3738019169329074, "grad_norm": 0.003056570445261906, "learning_rate": 3.011834319526627e-07, "logits/chosen": -3.5, "logits/rejected": -3.4375, "logps/chosen": -324.0, "logps/rejected": -310.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.03125, "rewards/margins": 21.5, "rewards/rejected": -16.5, "step": 430 }, { "epoch": 1.4057507987220448, "grad_norm": 0.0011576116160918874, "learning_rate": 2.952662721893491e-07, "logits/chosen": -3.390625, "logits/rejected": -3.453125, "logps/chosen": -296.0, "logps/rejected": -332.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.78125, "rewards/margins": 22.25, "rewards/rejected": -17.5, "step": 440 }, { "epoch": 1.4376996805111821, "grad_norm": 8.113443408051287e-05, "learning_rate": 2.893491124260355e-07, "logits/chosen": -3.3125, "logits/rejected": -3.34375, "logps/chosen": -308.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.5625, "rewards/margins": 21.375, "rewards/rejected": -16.75, "step": 450 }, { "epoch": 1.4696485623003195, "grad_norm": 0.00015803918878388854, "learning_rate": 2.834319526627219e-07, "logits/chosen": -3.328125, "logits/rejected": -3.484375, "logps/chosen": -286.0, "logps/rejected": -308.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.03125, "rewards/margins": 20.125, "rewards/rejected": -16.0, "step": 460 }, { "epoch": 1.5015974440894568, "grad_norm": 0.0006028423743925809, "learning_rate": 2.7751479289940824e-07, "logits/chosen": -3.375, "logits/rejected": -3.40625, "logps/chosen": -316.0, "logps/rejected": -318.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.8125, "rewards/margins": 21.625, "rewards/rejected": -16.75, "step": 470 }, { "epoch": 1.5335463258785942, "grad_norm": 5.114674647424102e-05, "learning_rate": 2.715976331360947e-07, "logits/chosen": -3.328125, "logits/rejected": -3.40625, "logps/chosen": -290.0, "logps/rejected": -304.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.71875, "rewards/margins": 20.75, "rewards/rejected": -16.0, "step": 480 }, { "epoch": 1.5654952076677318, "grad_norm": 5.075233445509427e-05, "learning_rate": 2.6568047337278106e-07, "logits/chosen": -3.34375, "logits/rejected": -3.453125, "logps/chosen": -318.0, "logps/rejected": -324.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.5, "rewards/margins": 21.25, "rewards/rejected": -16.75, "step": 490 }, { "epoch": 1.5974440894568689, "grad_norm": 3.736375474749778e-05, "learning_rate": 2.5976331360946746e-07, "logits/chosen": -3.328125, "logits/rejected": -3.375, "logps/chosen": -326.0, "logps/rejected": -338.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.0, "rewards/margins": 24.125, "rewards/rejected": -19.125, "step": 500 }, { "epoch": 1.6293929712460065, "grad_norm": 4.4560481962637565e-05, "learning_rate": 2.538461538461538e-07, "logits/chosen": -3.328125, "logits/rejected": -3.375, "logps/chosen": -326.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.9375, "rewards/margins": 22.125, "rewards/rejected": -17.25, "step": 510 }, { "epoch": 1.6613418530351438, "grad_norm": 3.3715749968110866e-05, "learning_rate": 2.479289940828402e-07, "logits/chosen": -3.3125, "logits/rejected": -3.4375, "logps/chosen": -312.0, "logps/rejected": -322.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.4375, "rewards/margins": 21.625, "rewards/rejected": -17.125, "step": 520 }, { "epoch": 1.6932907348242812, "grad_norm": 1.2624006102344727e-05, "learning_rate": 2.420118343195266e-07, "logits/chosen": -3.28125, "logits/rejected": -3.3125, "logps/chosen": -310.0, "logps/rejected": -324.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.40625, "rewards/margins": 23.5, "rewards/rejected": -18.0, "step": 530 }, { "epoch": 1.7252396166134185, "grad_norm": 0.004751209486730544, "learning_rate": 2.36094674556213e-07, "logits/chosen": -3.296875, "logits/rejected": -3.390625, "logps/chosen": -302.0, "logps/rejected": -316.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.8125, "rewards/margins": 22.25, "rewards/rejected": -17.375, "step": 540 }, { "epoch": 1.7571884984025559, "grad_norm": 8.97768658621038e-05, "learning_rate": 2.301775147928994e-07, "logits/chosen": -3.359375, "logits/rejected": -3.40625, "logps/chosen": -304.0, "logps/rejected": -324.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.6875, "rewards/margins": 23.0, "rewards/rejected": -18.375, "step": 550 }, { "epoch": 1.7891373801916934, "grad_norm": 0.0010722810649243359, "learning_rate": 2.242603550295858e-07, "logits/chosen": -3.296875, "logits/rejected": -3.34375, "logps/chosen": -316.0, "logps/rejected": -320.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.21875, "rewards/margins": 22.25, "rewards/rejected": -17.125, "step": 560 }, { "epoch": 1.8210862619808306, "grad_norm": 0.00015226817953241815, "learning_rate": 2.1834319526627217e-07, "logits/chosen": -3.390625, "logits/rejected": -3.46875, "logps/chosen": -318.0, "logps/rejected": -324.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.0, "rewards/margins": 22.5, "rewards/rejected": -17.5, "step": 570 }, { "epoch": 1.8530351437699681, "grad_norm": 8.849357867841071e-05, "learning_rate": 2.1242603550295858e-07, "logits/chosen": -3.421875, "logits/rejected": -3.375, "logps/chosen": -316.0, "logps/rejected": -328.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.0625, "rewards/margins": 22.5, "rewards/rejected": -17.375, "step": 580 }, { "epoch": 1.8849840255591053, "grad_norm": 3.898268585159925e-05, "learning_rate": 2.0650887573964496e-07, "logits/chosen": -3.421875, "logits/rejected": -3.4375, "logps/chosen": -290.0, "logps/rejected": -328.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.3125, "rewards/margins": 21.625, "rewards/rejected": -17.25, "step": 590 }, { "epoch": 1.9169329073482428, "grad_norm": 3.925105601437176e-06, "learning_rate": 2.0059171597633133e-07, "logits/chosen": -3.3125, "logits/rejected": -3.421875, "logps/chosen": -314.0, "logps/rejected": -332.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.53125, "rewards/margins": 22.125, "rewards/rejected": -17.625, "step": 600 }, { "epoch": 1.9488817891373802, "grad_norm": 0.0031742985077368533, "learning_rate": 1.9467455621301774e-07, "logits/chosen": -3.3125, "logits/rejected": -3.296875, "logps/chosen": -308.0, "logps/rejected": -318.0, "loss": 0.0334, "rewards/accuracies": 1.0, "rewards/chosen": 4.90625, "rewards/margins": 21.375, "rewards/rejected": -16.5, "step": 610 }, { "epoch": 1.9808306709265175, "grad_norm": 0.001094063345385275, "learning_rate": 1.8875739644970412e-07, "logits/chosen": -3.484375, "logits/rejected": -3.5, "logps/chosen": -296.0, "logps/rejected": -304.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.34375, "rewards/margins": 20.0, "rewards/rejected": -15.625, "step": 620 }, { "epoch": 2.0, "eval_logits/chosen": -3.546875, "eval_logits/rejected": -3.4375, "eval_logps/chosen": -288.0, "eval_logps/rejected": -310.0, "eval_loss": 8.168307431333233e-06, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 3.78125, "eval_rewards/margins": 20.5, "eval_rewards/rejected": -16.75, "eval_runtime": 21.7394, "eval_samples_per_second": 9.2, "eval_steps_per_second": 0.322, "step": 626 }, { "epoch": 2.012779552715655, "grad_norm": 0.0006025863018103904, "learning_rate": 1.8284023668639053e-07, "logits/chosen": -3.53125, "logits/rejected": -3.46875, "logps/chosen": -330.0, "logps/rejected": -310.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.40625, "rewards/margins": 20.375, "rewards/rejected": -15.9375, "step": 630 }, { "epoch": 2.0447284345047922, "grad_norm": 0.0003708636903725718, "learning_rate": 1.7692307692307693e-07, "logits/chosen": -3.546875, "logits/rejected": -3.515625, "logps/chosen": -304.0, "logps/rejected": -310.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.125, "rewards/margins": 19.75, "rewards/rejected": -15.625, "step": 640 }, { "epoch": 2.07667731629393, "grad_norm": 0.0010373855132895, "learning_rate": 1.710059171597633e-07, "logits/chosen": -3.453125, "logits/rejected": -3.40625, "logps/chosen": -314.0, "logps/rejected": -320.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.4375, "rewards/margins": 21.5, "rewards/rejected": -17.0, "step": 650 }, { "epoch": 2.108626198083067, "grad_norm": 5.39936215784096e-05, "learning_rate": 1.650887573964497e-07, "logits/chosen": -3.421875, "logits/rejected": -3.4375, "logps/chosen": -342.0, "logps/rejected": -326.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.84375, "rewards/margins": 22.125, "rewards/rejected": -17.375, "step": 660 }, { "epoch": 2.1405750798722045, "grad_norm": 0.00019543743585904714, "learning_rate": 1.591715976331361e-07, "logits/chosen": -3.421875, "logits/rejected": -3.453125, "logps/chosen": -308.0, "logps/rejected": -328.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.09375, "rewards/margins": 22.125, "rewards/rejected": -18.125, "step": 670 }, { "epoch": 2.1725239616613417, "grad_norm": 1.1957658784624645e-05, "learning_rate": 1.5325443786982248e-07, "logits/chosen": -3.40625, "logits/rejected": -3.21875, "logps/chosen": -308.0, "logps/rejected": -332.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.625, "rewards/margins": 22.75, "rewards/rejected": -18.125, "step": 680 }, { "epoch": 2.2044728434504792, "grad_norm": 0.00013672356144189447, "learning_rate": 1.4733727810650885e-07, "logits/chosen": -3.453125, "logits/rejected": -3.34375, "logps/chosen": -294.0, "logps/rejected": -336.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 3.9375, "rewards/margins": 22.0, "rewards/rejected": -18.125, "step": 690 }, { "epoch": 2.236421725239617, "grad_norm": 0.0050493316393987265, "learning_rate": 1.4142011834319526e-07, "logits/chosen": -3.34375, "logits/rejected": -3.359375, "logps/chosen": -316.0, "logps/rejected": -322.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.65625, "rewards/margins": 22.25, "rewards/rejected": -17.625, "step": 700 }, { "epoch": 2.268370607028754, "grad_norm": 0.012682455391037024, "learning_rate": 1.3550295857988164e-07, "logits/chosen": -3.390625, "logits/rejected": -3.34375, "logps/chosen": -310.0, "logps/rejected": -342.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.46875, "rewards/margins": 24.0, "rewards/rejected": -19.5, "step": 710 }, { "epoch": 2.3003194888178915, "grad_norm": 0.0003196376928219188, "learning_rate": 1.2958579881656802e-07, "logits/chosen": -3.453125, "logits/rejected": -3.390625, "logps/chosen": -320.0, "logps/rejected": -344.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.0625, "rewards/margins": 24.125, "rewards/rejected": -19.0, "step": 720 }, { "epoch": 2.3322683706070286, "grad_norm": 0.0018609559316608846, "learning_rate": 1.2366863905325443e-07, "logits/chosen": -3.453125, "logits/rejected": -3.40625, "logps/chosen": -308.0, "logps/rejected": -346.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.46875, "rewards/margins": 23.625, "rewards/rejected": -19.125, "step": 730 }, { "epoch": 2.364217252396166, "grad_norm": 0.00014085216796591186, "learning_rate": 1.1775147928994082e-07, "logits/chosen": -3.375, "logits/rejected": -3.46875, "logps/chosen": -322.0, "logps/rejected": -336.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.75, "rewards/margins": 23.625, "rewards/rejected": -18.875, "step": 740 }, { "epoch": 2.3961661341853033, "grad_norm": 4.269109270342446e-05, "learning_rate": 1.1183431952662721e-07, "logits/chosen": -3.421875, "logits/rejected": -3.359375, "logps/chosen": -302.0, "logps/rejected": -336.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 5.0, "rewards/margins": 23.75, "rewards/rejected": -18.625, "step": 750 }, { "epoch": 2.428115015974441, "grad_norm": 0.0001767088421848351, "learning_rate": 1.059171597633136e-07, "logits/chosen": -3.4375, "logits/rejected": -3.421875, "logps/chosen": -306.0, "logps/rejected": -338.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.125, "rewards/margins": 23.0, "rewards/rejected": -18.875, "step": 760 }, { "epoch": 2.460063897763578, "grad_norm": 0.00023091107677415993, "learning_rate": 1e-07, "logits/chosen": -3.375, "logits/rejected": -3.390625, "logps/chosen": -304.0, "logps/rejected": -342.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.34375, "rewards/margins": 24.0, "rewards/rejected": -19.75, "step": 770 }, { "epoch": 2.4920127795527156, "grad_norm": 0.0001142577200873669, "learning_rate": 9.408284023668639e-08, "logits/chosen": -3.359375, "logits/rejected": -3.4375, "logps/chosen": -314.0, "logps/rejected": -348.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.5625, "rewards/margins": 24.25, "rewards/rejected": -19.625, "step": 780 }, { "epoch": 2.523961661341853, "grad_norm": 1.2907685571594175e-05, "learning_rate": 8.816568047337278e-08, "logits/chosen": -3.328125, "logits/rejected": -3.28125, "logps/chosen": -344.0, "logps/rejected": -334.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.875, "rewards/margins": 24.5, "rewards/rejected": -19.625, "step": 790 }, { "epoch": 2.5559105431309903, "grad_norm": 1.9061508094334936e-05, "learning_rate": 8.224852071005916e-08, "logits/chosen": -3.4375, "logits/rejected": -3.34375, "logps/chosen": -294.0, "logps/rejected": -340.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.25, "rewards/margins": 23.625, "rewards/rejected": -19.375, "step": 800 }, { "epoch": 2.587859424920128, "grad_norm": 0.001107918941822443, "learning_rate": 7.633136094674555e-08, "logits/chosen": -3.375, "logits/rejected": -3.328125, "logps/chosen": -312.0, "logps/rejected": -356.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.96875, "rewards/margins": 25.625, "rewards/rejected": -20.75, "step": 810 }, { "epoch": 2.619808306709265, "grad_norm": 0.00012242964249948313, "learning_rate": 7.041420118343195e-08, "logits/chosen": -3.453125, "logits/rejected": -3.296875, "logps/chosen": -332.0, "logps/rejected": -356.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.90625, "rewards/margins": 25.75, "rewards/rejected": -20.875, "step": 820 }, { "epoch": 2.6517571884984026, "grad_norm": 0.000314369306849524, "learning_rate": 6.449704142011835e-08, "logits/chosen": -3.390625, "logits/rejected": -3.46875, "logps/chosen": -330.0, "logps/rejected": -342.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.28125, "rewards/margins": 23.5, "rewards/rejected": -19.25, "step": 830 }, { "epoch": 2.68370607028754, "grad_norm": 3.995134657031263e-05, "learning_rate": 5.857988165680473e-08, "logits/chosen": -3.40625, "logits/rejected": -3.296875, "logps/chosen": -308.0, "logps/rejected": -344.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.375, "rewards/margins": 24.0, "rewards/rejected": -19.625, "step": 840 }, { "epoch": 2.7156549520766773, "grad_norm": 5.2231188693328664e-05, "learning_rate": 5.266272189349112e-08, "logits/chosen": -3.359375, "logits/rejected": -3.296875, "logps/chosen": -320.0, "logps/rejected": -350.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.46875, "rewards/margins": 24.875, "rewards/rejected": -20.5, "step": 850 }, { "epoch": 2.747603833865815, "grad_norm": 8.639376019043504e-05, "learning_rate": 4.674556213017751e-08, "logits/chosen": -3.375, "logits/rejected": -3.375, "logps/chosen": -318.0, "logps/rejected": -336.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.8125, "rewards/margins": 23.875, "rewards/rejected": -19.0, "step": 860 }, { "epoch": 2.779552715654952, "grad_norm": 1.3383019872983316e-06, "learning_rate": 4.082840236686391e-08, "logits/chosen": -3.421875, "logits/rejected": -3.40625, "logps/chosen": -312.0, "logps/rejected": -348.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.09375, "rewards/margins": 24.0, "rewards/rejected": -19.875, "step": 870 }, { "epoch": 2.8115015974440896, "grad_norm": 2.150109438478383e-05, "learning_rate": 3.4911242603550294e-08, "logits/chosen": -3.359375, "logits/rejected": -3.390625, "logps/chosen": -290.0, "logps/rejected": -336.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.1875, "rewards/margins": 23.25, "rewards/rejected": -19.0, "step": 880 }, { "epoch": 2.8434504792332267, "grad_norm": 7.993011042618744e-06, "learning_rate": 2.8994082840236687e-08, "logits/chosen": -3.40625, "logits/rejected": -3.34375, "logps/chosen": -312.0, "logps/rejected": -362.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.46875, "rewards/margins": 25.25, "rewards/rejected": -20.75, "step": 890 }, { "epoch": 2.8753993610223643, "grad_norm": 0.00022999878510051856, "learning_rate": 2.3076923076923076e-08, "logits/chosen": -3.34375, "logits/rejected": -3.375, "logps/chosen": -312.0, "logps/rejected": -356.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.28125, "rewards/margins": 25.125, "rewards/rejected": -20.75, "step": 900 }, { "epoch": 2.9073482428115014, "grad_norm": 3.0026149327471167e-06, "learning_rate": 1.7159763313609465e-08, "logits/chosen": -3.375, "logits/rejected": -3.390625, "logps/chosen": -304.0, "logps/rejected": -354.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.59375, "rewards/margins": 24.25, "rewards/rejected": -19.625, "step": 910 }, { "epoch": 2.939297124600639, "grad_norm": 3.2133287645940767e-06, "learning_rate": 1.1242603550295858e-08, "logits/chosen": -3.359375, "logits/rejected": -3.40625, "logps/chosen": -304.0, "logps/rejected": -348.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.4375, "rewards/margins": 24.25, "rewards/rejected": -19.875, "step": 920 }, { "epoch": 2.9712460063897765, "grad_norm": 0.0001442658837879914, "learning_rate": 5.325443786982248e-09, "logits/chosen": -3.390625, "logits/rejected": -3.296875, "logps/chosen": -320.0, "logps/rejected": -330.0, "loss": 0.0, "rewards/accuracies": 1.0, "rewards/chosen": 4.875, "rewards/margins": 24.125, "rewards/rejected": -19.25, "step": 930 }, { "epoch": 3.0, "eval_logits/chosen": -3.453125, "eval_logits/rejected": -3.328125, "eval_logps/chosen": -286.0, "eval_logps/rejected": -356.0, "eval_loss": 3.605603069445351e-06, "eval_rewards/accuracies": 1.0, "eval_rewards/chosen": 4.09375, "eval_rewards/margins": 25.375, "eval_rewards/rejected": -21.375, "eval_runtime": 24.9625, "eval_samples_per_second": 8.012, "eval_steps_per_second": 0.28, "step": 939 }, { "epoch": 3.0, "step": 939, "total_flos": 0.0, "train_loss": 0.015602122592439932, "train_runtime": 8087.8179, "train_samples_per_second": 3.709, "train_steps_per_second": 0.116 } ], "logging_steps": 10, "max_steps": 939, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }