{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.0, "eval_steps": 80000000000, "global_step": 757, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "grad_norm": 39.25, "learning_rate": 6.578947368421053e-08, "logits/chosen": 1.1063932180404663, "logits/rejected": 1.991615653038025, "logps/chosen": -494.3671569824219, "logps/rejected": -1003.34521484375, "loss": 0.6931, "rewards/accuracies": 0.0, "rewards/chosen": 0.0, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": 0.0, "rewards/student_margin": 0.0, "rewards/teacher_margin": 0.0, "step": 1 }, { "epoch": 0.01, "grad_norm": 37.5, "learning_rate": 6.578947368421053e-07, "logits/chosen": 2.408324956893921, "logits/rejected": 2.1886119842529297, "logps/chosen": -703.4932861328125, "logps/rejected": -911.1801147460938, "loss": 0.7614, "rewards/accuracies": 0.48148149251937866, "rewards/chosen": -0.01438586413860321, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -0.03394882380962372, "rewards/student_margin": 0.019562965258955956, "rewards/teacher_margin": 0.0, "step": 10 }, { "epoch": 0.03, "grad_norm": 38.0, "learning_rate": 1.3157894736842106e-06, "logits/chosen": 2.512688159942627, "logits/rejected": 2.2939486503601074, "logps/chosen": -730.9832763671875, "logps/rejected": -981.3518676757812, "loss": 0.6732, "rewards/accuracies": 0.5666667222976685, "rewards/chosen": 0.09581196308135986, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -0.09433543682098389, "rewards/student_margin": 0.19014742970466614, "rewards/teacher_margin": 0.0, "step": 20 }, { "epoch": 0.04, "grad_norm": 34.5, "learning_rate": 1.973684210526316e-06, "logits/chosen": 2.7114477157592773, "logits/rejected": 2.583392858505249, "logps/chosen": -763.4949951171875, "logps/rejected": -838.5108642578125, "loss": 0.5979, "rewards/accuracies": 0.8666666746139526, "rewards/chosen": 0.19188283383846283, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -0.49494582414627075, "rewards/student_margin": 0.68682861328125, "rewards/teacher_margin": 0.0, "step": 30 }, { "epoch": 0.05, "grad_norm": 26.875, "learning_rate": 2.631578947368421e-06, "logits/chosen": 2.125535726547241, "logits/rejected": 2.1427719593048096, "logps/chosen": -681.7012939453125, "logps/rejected": -856.2781982421875, "loss": 0.4696, "rewards/accuracies": 0.8666666746139526, "rewards/chosen": 0.25057679414749146, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -0.9931653738021851, "rewards/student_margin": 1.2437422275543213, "rewards/teacher_margin": 0.0, "step": 40 }, { "epoch": 0.07, "grad_norm": 36.25, "learning_rate": 3.289473684210527e-06, "logits/chosen": 2.4738311767578125, "logits/rejected": 2.2791666984558105, "logps/chosen": -677.8941040039062, "logps/rejected": -804.3392333984375, "loss": 0.4189, "rewards/accuracies": 0.8333333730697632, "rewards/chosen": 0.4866231381893158, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -1.3408163785934448, "rewards/student_margin": 1.8274396657943726, "rewards/teacher_margin": 0.0, "step": 50 }, { "epoch": 0.08, "grad_norm": 24.75, "learning_rate": 3.947368421052632e-06, "logits/chosen": 2.610652446746826, "logits/rejected": 2.885200262069702, "logps/chosen": -713.7745361328125, "logps/rejected": -946.8289794921875, "loss": 0.3675, "rewards/accuracies": 0.8666666150093079, "rewards/chosen": 0.2676035761833191, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.754769802093506, "rewards/student_margin": 3.0223731994628906, "rewards/teacher_margin": 0.0, "step": 60 }, { "epoch": 0.09, "grad_norm": 17.125, "learning_rate": 4.605263157894737e-06, "logits/chosen": 2.8368079662323, "logits/rejected": 2.663803815841675, "logps/chosen": -791.5745239257812, "logps/rejected": -844.3741455078125, "loss": 0.3444, "rewards/accuracies": 0.8666666150093079, "rewards/chosen": 0.23359784483909607, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.148716449737549, "rewards/student_margin": 2.3823142051696777, "rewards/teacher_margin": 0.0, "step": 70 }, { "epoch": 0.11, "grad_norm": 22.625, "learning_rate": 4.999574378856833e-06, "logits/chosen": 2.178849220275879, "logits/rejected": 2.505402088165283, "logps/chosen": -694.8255615234375, "logps/rejected": -889.0216674804688, "loss": 0.3232, "rewards/accuracies": 0.8666666150093079, "rewards/chosen": 0.25273844599723816, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.432995557785034, "rewards/student_margin": 2.685734272003174, "rewards/teacher_margin": 0.0, "step": 80 }, { "epoch": 0.12, "grad_norm": 24.625, "learning_rate": 4.994787805186825e-06, "logits/chosen": 2.619114875793457, "logits/rejected": 2.5830256938934326, "logps/chosen": -722.3959350585938, "logps/rejected": -835.6867065429688, "loss": 0.3808, "rewards/accuracies": 0.7666666507720947, "rewards/chosen": 0.12093061208724976, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4770522117614746, "rewards/student_margin": 2.597982883453369, "rewards/teacher_margin": 0.0, "step": 90 }, { "epoch": 0.13, "grad_norm": 19.75, "learning_rate": 4.984692850202173e-06, "logits/chosen": 2.8101232051849365, "logits/rejected": 2.5987629890441895, "logps/chosen": -783.5296630859375, "logps/rejected": -776.9186401367188, "loss": 0.2936, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 0.4671626091003418, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -1.996647834777832, "rewards/student_margin": 2.4638102054595947, "rewards/teacher_margin": 0.0, "step": 100 }, { "epoch": 0.15, "grad_norm": 21.0, "learning_rate": 4.9693109938340754e-06, "logits/chosen": 2.310434341430664, "logits/rejected": 2.1604161262512207, "logps/chosen": -729.8660888671875, "logps/rejected": -837.9103393554688, "loss": 0.36, "rewards/accuracies": 0.800000011920929, "rewards/chosen": 0.6024355292320251, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.125154972076416, "rewards/student_margin": 2.727590322494507, "rewards/teacher_margin": 0.0, "step": 110 }, { "epoch": 0.16, "grad_norm": 27.25, "learning_rate": 4.948674965422784e-06, "logits/chosen": 2.2550618648529053, "logits/rejected": 2.4227263927459717, "logps/chosen": -709.0026245117188, "logps/rejected": -861.9893798828125, "loss": 0.3055, "rewards/accuracies": 0.9000000953674316, "rewards/chosen": 0.4605357050895691, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -1.956944465637207, "rewards/student_margin": 2.417480230331421, "rewards/teacher_margin": 0.0, "step": 120 }, { "epoch": 0.17, "grad_norm": 22.75, "learning_rate": 4.922828674076479e-06, "logits/chosen": 2.638427734375, "logits/rejected": 2.6139321327209473, "logps/chosen": -738.7854614257812, "logps/rejected": -812.3598022460938, "loss": 0.299, "rewards/accuracies": 0.8666666150093079, "rewards/chosen": 0.4465925693511963, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.559539318084717, "rewards/student_margin": 3.006131887435913, "rewards/teacher_margin": 0.0, "step": 130 }, { "epoch": 0.18, "grad_norm": 24.75, "learning_rate": 4.891827115241967e-06, "logits/chosen": 2.491821765899658, "logits/rejected": 2.1934759616851807, "logps/chosen": -731.97998046875, "logps/rejected": -768.702880859375, "loss": 0.3217, "rewards/accuracies": 0.8666666150093079, "rewards/chosen": 1.0505127906799316, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.0951590538024902, "rewards/student_margin": 3.145671844482422, "rewards/teacher_margin": 0.0, "step": 140 }, { "epoch": 0.2, "grad_norm": 18.75, "learning_rate": 4.855736253685992e-06, "logits/chosen": 2.818260908126831, "logits/rejected": 2.7023606300354004, "logps/chosen": -855.1539916992188, "logps/rejected": -863.5784912109375, "loss": 0.3102, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 0.9310780763626099, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.548107624053955, "rewards/student_margin": 3.4791858196258545, "rewards/teacher_margin": 0.0, "step": 150 }, { "epoch": 0.21, "grad_norm": 15.9375, "learning_rate": 4.8146328831361466e-06, "logits/chosen": 2.5584826469421387, "logits/rejected": 2.5176262855529785, "logps/chosen": -710.6329345703125, "logps/rejected": -765.013916015625, "loss": 0.255, "rewards/accuracies": 0.800000011920929, "rewards/chosen": 0.6767626404762268, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -1.5031782388687134, "rewards/student_margin": 2.179940700531006, "rewards/teacher_margin": 0.0, "step": 160 }, { "epoch": 0.22, "grad_norm": 21.75, "learning_rate": 4.768604462880048e-06, "logits/chosen": 2.6777164936065674, "logits/rejected": 2.462739944458008, "logps/chosen": -709.0971069335938, "logps/rejected": -819.5133666992188, "loss": 0.2703, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.097994327545166, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.144744873046875, "rewards/student_margin": 3.24273943901062, "rewards/teacher_margin": 0.0, "step": 170 }, { "epoch": 0.24, "grad_norm": 14.25, "learning_rate": 4.717748931670449e-06, "logits/chosen": 2.2394096851348877, "logits/rejected": 2.3399100303649902, "logps/chosen": -810.650634765625, "logps/rejected": -890.9011840820312, "loss": 0.2325, "rewards/accuracies": 0.9333332777023315, "rewards/chosen": 0.620319128036499, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.6976723670959473, "rewards/student_margin": 3.3179917335510254, "rewards/teacher_margin": 0.0, "step": 180 }, { "epoch": 0.25, "grad_norm": 13.8125, "learning_rate": 4.662174499332275e-06, "logits/chosen": 2.627516269683838, "logits/rejected": 2.6304800510406494, "logps/chosen": -743.6221923828125, "logps/rejected": -846.0401611328125, "loss": 0.2124, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 0.11163077503442764, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.5682520866394043, "rewards/student_margin": 2.6798830032348633, "rewards/teacher_margin": 0.0, "step": 190 }, { "epoch": 0.26, "grad_norm": 16.75, "learning_rate": 4.601999416514973e-06, "logits/chosen": 2.425690174102783, "logits/rejected": 2.57381272315979, "logps/chosen": -764.7454833984375, "logps/rejected": -895.3714599609375, "loss": 0.2577, "rewards/accuracies": 0.9000000953674316, "rewards/chosen": 1.1225372552871704, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.3252832889556885, "rewards/student_margin": 3.4478206634521484, "rewards/teacher_margin": 0.0, "step": 200 }, { "epoch": 0.28, "grad_norm": 23.375, "learning_rate": 4.537351723080117e-06, "logits/chosen": 2.468726634979248, "logits/rejected": 2.464418888092041, "logps/chosen": -720.8771362304688, "logps/rejected": -906.501953125, "loss": 0.1797, "rewards/accuracies": 1.0, "rewards/chosen": 1.5130088329315186, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.8423776626586914, "rewards/student_margin": 4.355386734008789, "rewards/teacher_margin": 0.0, "step": 210 }, { "epoch": 0.29, "grad_norm": 19.875, "learning_rate": 4.468368975659638e-06, "logits/chosen": 2.875859498977661, "logits/rejected": 2.759331226348877, "logps/chosen": -804.3804321289062, "logps/rejected": -869.57958984375, "loss": 0.1659, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.109999179840088, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.0473203659057617, "rewards/student_margin": 4.157319068908691, "rewards/teacher_margin": 0.0, "step": 220 }, { "epoch": 0.3, "grad_norm": 24.0, "learning_rate": 4.395197954964377e-06, "logits/chosen": 2.299351692199707, "logits/rejected": 2.2807610034942627, "logps/chosen": -668.815673828125, "logps/rejected": -830.9869384765625, "loss": 0.2658, "rewards/accuracies": 0.9333332777023315, "rewards/chosen": 1.0605835914611816, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.628436326980591, "rewards/student_margin": 3.6890196800231934, "rewards/teacher_margin": 0.0, "step": 230 }, { "epoch": 0.32, "grad_norm": 17.0, "learning_rate": 4.317994353465743e-06, "logits/chosen": 2.4613468647003174, "logits/rejected": 2.313901424407959, "logps/chosen": -764.72119140625, "logps/rejected": -858.3145751953125, "loss": 0.2166, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.183833360671997, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.823739767074585, "rewards/student_margin": 4.007573127746582, "rewards/teacher_margin": 0.0, "step": 240 }, { "epoch": 0.33, "grad_norm": 13.125, "learning_rate": 4.236922444115033e-06, "logits/chosen": 2.9010465145111084, "logits/rejected": 2.975884199142456, "logps/chosen": -766.8567504882812, "logps/rejected": -921.1828002929688, "loss": 0.1874, "rewards/accuracies": 0.8333333730697632, "rewards/chosen": 0.8090434074401855, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -1.870889663696289, "rewards/student_margin": 2.6799330711364746, "rewards/teacher_margin": 0.0, "step": 250 }, { "epoch": 0.34, "grad_norm": 28.875, "learning_rate": 4.152154730805301e-06, "logits/chosen": 2.6264891624450684, "logits/rejected": 2.745565891265869, "logps/chosen": -748.6024169921875, "logps/rejected": -891.1272583007812, "loss": 0.2406, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.5763810873031616, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.169581890106201, "rewards/student_margin": 3.7459628582000732, "rewards/teacher_margin": 0.0, "step": 260 }, { "epoch": 0.36, "grad_norm": 10.0625, "learning_rate": 4.063871581319526e-06, "logits/chosen": 2.5747060775756836, "logits/rejected": 2.6211907863616943, "logps/chosen": -729.8704833984375, "logps/rejected": -893.0794067382812, "loss": 0.1921, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 0.9890060424804688, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.523777961730957, "rewards/student_margin": 3.5127837657928467, "rewards/teacher_margin": 0.0, "step": 270 }, { "epoch": 0.37, "grad_norm": 10.875, "learning_rate": 3.9722608435460716e-06, "logits/chosen": 2.8572492599487305, "logits/rejected": 2.787008762359619, "logps/chosen": -744.4260864257812, "logps/rejected": -903.74560546875, "loss": 0.2131, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.8562577962875366, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.471896171569824, "rewards/student_margin": 4.32815408706665, "rewards/teacher_margin": 0.0, "step": 280 }, { "epoch": 0.38, "grad_norm": 18.25, "learning_rate": 3.877517445778084e-06, "logits/chosen": 2.7553367614746094, "logits/rejected": 2.84175705909729, "logps/chosen": -851.8234252929688, "logps/rejected": -869.7921142578125, "loss": 0.1889, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.2772903442382812, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.959285259246826, "rewards/student_margin": 4.236575603485107, "rewards/teacher_margin": 0.0, "step": 290 }, { "epoch": 0.4, "grad_norm": 20.0, "learning_rate": 3.779842981947257e-06, "logits/chosen": 2.5193684101104736, "logits/rejected": 2.8250792026519775, "logps/chosen": -777.2213134765625, "logps/rejected": -962.1539916992188, "loss": 0.1268, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.30393385887146, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.1054177284240723, "rewards/student_margin": 4.409350872039795, "rewards/teacher_margin": 0.0, "step": 300 }, { "epoch": 0.41, "grad_norm": 19.625, "learning_rate": 3.679445282674553e-06, "logits/chosen": 2.3319785594940186, "logits/rejected": 2.200749635696411, "logps/chosen": -736.1558837890625, "logps/rejected": -828.9473876953125, "loss": 0.2129, "rewards/accuracies": 0.9333332777023315, "rewards/chosen": 1.365607738494873, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.0576624870300293, "rewards/student_margin": 4.423270225524902, "rewards/teacher_margin": 0.0, "step": 310 }, { "epoch": 0.42, "grad_norm": 14.125, "learning_rate": 3.5765379730505488e-06, "logits/chosen": 2.6987969875335693, "logits/rejected": 2.7594046592712402, "logps/chosen": -770.1749877929688, "logps/rejected": -893.2551879882812, "loss": 0.1738, "rewards/accuracies": 0.9333332777023315, "rewards/chosen": 1.076539158821106, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.4383862018585205, "rewards/student_margin": 4.5149245262146, "rewards/teacher_margin": 0.0, "step": 320 }, { "epoch": 0.44, "grad_norm": 23.5, "learning_rate": 3.471340018086381e-06, "logits/chosen": 2.5061514377593994, "logits/rejected": 2.6357250213623047, "logps/chosen": -764.2349243164062, "logps/rejected": -1048.420166015625, "loss": 0.2055, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.4593900442123413, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.759369373321533, "rewards/student_margin": 4.218760013580322, "rewards/teacher_margin": 0.0, "step": 330 }, { "epoch": 0.45, "grad_norm": 11.625, "learning_rate": 3.364075256802471e-06, "logits/chosen": 2.7208733558654785, "logits/rejected": 2.7141761779785156, "logps/chosen": -805.8480834960938, "logps/rejected": -931.7926025390625, "loss": 0.2091, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.5951147079467773, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.8993289470672607, "rewards/student_margin": 4.494443893432617, "rewards/teacher_margin": 0.0, "step": 340 }, { "epoch": 0.46, "grad_norm": 10.8125, "learning_rate": 3.254971925946383e-06, "logits/chosen": 2.7437257766723633, "logits/rejected": 2.5028164386749268, "logps/chosen": -769.4174194335938, "logps/rejected": -856.7975463867188, "loss": 0.1375, "rewards/accuracies": 1.0, "rewards/chosen": 1.8919599056243896, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4549193382263184, "rewards/student_margin": 4.346879005432129, "rewards/teacher_margin": 0.0, "step": 350 }, { "epoch": 0.48, "grad_norm": 8.3125, "learning_rate": 3.1442621743532516e-06, "logits/chosen": 2.987748622894287, "logits/rejected": 2.8533196449279785, "logps/chosen": -763.906494140625, "logps/rejected": -766.51708984375, "loss": 0.2198, "rewards/accuracies": 0.8666666746139526, "rewards/chosen": 1.3865398168563843, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.3393778800964355, "rewards/student_margin": 3.725917339324951, "rewards/teacher_margin": 0.0, "step": 360 }, { "epoch": 0.49, "grad_norm": 4.28125, "learning_rate": 3.0321815689821127e-06, "logits/chosen": 2.4668517112731934, "logits/rejected": 2.6435983180999756, "logps/chosen": -738.1652221679688, "logps/rejected": -1032.048583984375, "loss": 0.1364, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.38614821434021, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.3692269325256348, "rewards/student_margin": 4.755375385284424, "rewards/teacher_margin": 0.0, "step": 370 }, { "epoch": 0.5, "grad_norm": 26.875, "learning_rate": 2.9189685936791856e-06, "logits/chosen": 2.366330146789551, "logits/rejected": 2.6206741333007812, "logps/chosen": -717.1395263671875, "logps/rejected": -890.14990234375, "loss": 0.2086, "rewards/accuracies": 1.0, "rewards/chosen": 1.2325283288955688, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.064573049545288, "rewards/student_margin": 4.297101020812988, "rewards/teacher_margin": 0.0, "step": 380 }, { "epoch": 0.52, "grad_norm": 9.75, "learning_rate": 2.8048641417346447e-06, "logits/chosen": 2.639984130859375, "logits/rejected": 2.6091980934143066, "logps/chosen": -689.2213134765625, "logps/rejected": -898.9273681640625, "loss": 0.1774, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.432947039604187, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.152224063873291, "rewards/student_margin": 4.585171222686768, "rewards/teacher_margin": 0.0, "step": 390 }, { "epoch": 0.53, "grad_norm": 17.25, "learning_rate": 2.69011100331259e-06, "logits/chosen": 2.7592196464538574, "logits/rejected": 2.9880573749542236, "logps/chosen": -680.7615966796875, "logps/rejected": -911.51708984375, "loss": 0.1216, "rewards/accuracies": 1.0, "rewards/chosen": 1.259261131286621, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.410494565963745, "rewards/student_margin": 4.669755458831787, "rewards/teacher_margin": 0.0, "step": 400 }, { "epoch": 0.54, "grad_norm": 5.15625, "learning_rate": 2.574953348844884e-06, "logits/chosen": 2.678232192993164, "logits/rejected": 2.359405994415283, "logps/chosen": -791.8428955078125, "logps/rejected": -739.9708251953125, "loss": 0.1245, "rewards/accuracies": 1.0, "rewards/chosen": 1.0176723003387451, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4821863174438477, "rewards/student_margin": 3.4998583793640137, "rewards/teacher_margin": 0.0, "step": 410 }, { "epoch": 0.55, "grad_norm": 7.5625, "learning_rate": 2.4596362094880617e-06, "logits/chosen": 2.144169569015503, "logits/rejected": 1.9014570713043213, "logps/chosen": -629.1177978515625, "logps/rejected": -703.9340209960938, "loss": 0.1786, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.782714605331421, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.654998302459717, "rewards/student_margin": 4.437712669372559, "rewards/teacher_margin": 0.0, "step": 420 }, { "epoch": 0.57, "grad_norm": 15.625, "learning_rate": 2.344404955748805e-06, "logits/chosen": 2.4446656703948975, "logits/rejected": 2.495633840560913, "logps/chosen": -737.5274047851562, "logps/rejected": -865.40771484375, "loss": 0.2011, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.6026709079742432, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.152886152267456, "rewards/student_margin": 4.755557060241699, "rewards/teacher_margin": 0.0, "step": 430 }, { "epoch": 0.58, "grad_norm": 10.0625, "learning_rate": 2.2295047753873465e-06, "logits/chosen": 2.3097705841064453, "logits/rejected": 2.4514598846435547, "logps/chosen": -707.8262939453125, "logps/rejected": -975.5931396484375, "loss": 0.0938, "rewards/accuracies": 1.0, "rewards/chosen": 1.9523252248764038, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.6663551330566406, "rewards/student_margin": 5.618680000305176, "rewards/teacher_margin": 0.0, "step": 440 }, { "epoch": 0.59, "grad_norm": 9.1875, "learning_rate": 2.1151801517097266e-06, "logits/chosen": 2.646815776824951, "logits/rejected": 2.6606507301330566, "logps/chosen": -785.2379150390625, "logps/rejected": -882.7388916015625, "loss": 0.1304, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.0314725637435913, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.4571354389190674, "rewards/student_margin": 4.488607883453369, "rewards/teacher_margin": 0.0, "step": 450 }, { "epoch": 0.61, "grad_norm": 12.1875, "learning_rate": 2.001674343358975e-06, "logits/chosen": 2.504572629928589, "logits/rejected": 2.6332459449768066, "logps/chosen": -711.09375, "logps/rejected": -883.10107421875, "loss": 0.1243, "rewards/accuracies": 0.9333332777023315, "rewards/chosen": 1.1015676259994507, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.6316211223602295, "rewards/student_margin": 4.733188629150391, "rewards/teacher_margin": 0.0, "step": 460 }, { "epoch": 0.62, "grad_norm": 4.3125, "learning_rate": 1.8892288667121139e-06, "logits/chosen": 2.414062738418579, "logits/rejected": 2.228271484375, "logps/chosen": -739.9596557617188, "logps/rejected": -847.4876098632812, "loss": 0.1183, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.0411046743392944, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.962963581085205, "rewards/student_margin": 4.004067897796631, "rewards/teacher_margin": 0.0, "step": 470 }, { "epoch": 0.63, "grad_norm": 5.8125, "learning_rate": 1.7780829819843458e-06, "logits/chosen": 2.6683709621429443, "logits/rejected": 2.7936007976531982, "logps/chosen": -721.1678466796875, "logps/rejected": -834.6106567382812, "loss": 0.1543, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.5083043575286865, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.2512154579162598, "rewards/student_margin": 4.759519100189209, "rewards/teacher_margin": 0.0, "step": 480 }, { "epoch": 0.65, "grad_norm": 16.0, "learning_rate": 1.668473184133862e-06, "logits/chosen": 2.3921468257904053, "logits/rejected": 2.376159429550171, "logps/chosen": -738.181884765625, "logps/rejected": -903.42919921875, "loss": 0.1793, "rewards/accuracies": 1.0, "rewards/chosen": 1.5232467651367188, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4825570583343506, "rewards/student_margin": 4.00580358505249, "rewards/teacher_margin": 0.0, "step": 490 }, { "epoch": 0.66, "grad_norm": 23.125, "learning_rate": 1.5606326996505478e-06, "logits/chosen": 2.4245734214782715, "logits/rejected": 2.066218614578247, "logps/chosen": -789.9022827148438, "logps/rejected": -760.2530517578125, "loss": 0.1997, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.2094615697860718, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.621572256088257, "rewards/student_margin": 3.831033706665039, "rewards/teacher_margin": 0.0, "step": 500 }, { "epoch": 0.67, "grad_norm": 20.625, "learning_rate": 1.45479099029929e-06, "logits/chosen": 2.312058687210083, "logits/rejected": 2.6048178672790527, "logps/chosen": -724.6693115234375, "logps/rejected": -881.6843872070312, "loss": 0.1882, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.326018214225769, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.731388568878174, "rewards/student_margin": 4.057406425476074, "rewards/teacher_margin": 0.0, "step": 510 }, { "epoch": 0.69, "grad_norm": 14.875, "learning_rate": 1.3511732648738213e-06, "logits/chosen": 2.2725682258605957, "logits/rejected": 2.4900736808776855, "logps/chosen": -779.0091552734375, "logps/rejected": -983.3134765625, "loss": 0.1265, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.638450026512146, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.900458812713623, "rewards/student_margin": 4.538908958435059, "rewards/teacher_margin": 0.0, "step": 520 }, { "epoch": 0.7, "grad_norm": 20.0, "learning_rate": 1.2500000000000007e-06, "logits/chosen": 2.5716114044189453, "logits/rejected": 2.5023512840270996, "logps/chosen": -705.2183837890625, "logps/rejected": -907.6337890625, "loss": 0.1224, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.617611289024353, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.396939992904663, "rewards/student_margin": 4.014551639556885, "rewards/teacher_margin": 0.0, "step": 530 }, { "epoch": 0.71, "grad_norm": 20.125, "learning_rate": 1.1514864710081295e-06, "logits/chosen": 2.1336722373962402, "logits/rejected": 2.49604868888855, "logps/chosen": -596.4373779296875, "logps/rejected": -815.4148559570312, "loss": 0.1487, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.7167946100234985, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.7153236865997314, "rewards/student_margin": 4.4321184158325195, "rewards/teacher_margin": 0.0, "step": 540 }, { "epoch": 0.73, "grad_norm": 14.0, "learning_rate": 1.0558422938725404e-06, "logits/chosen": 2.081679344177246, "logits/rejected": 2.593083620071411, "logps/chosen": -605.888427734375, "logps/rejected": -937.4814453125, "loss": 0.1279, "rewards/accuracies": 1.0, "rewards/chosen": 1.3643019199371338, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.542567491531372, "rewards/student_margin": 4.906869411468506, "rewards/teacher_margin": 0.0, "step": 550 }, { "epoch": 0.74, "grad_norm": 10.3125, "learning_rate": 9.632709791930977e-07, "logits/chosen": 2.3516314029693604, "logits/rejected": 2.1533358097076416, "logps/chosen": -748.89892578125, "logps/rejected": -780.47998046875, "loss": 0.2078, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.812962293624878, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.3793187141418457, "rewards/student_margin": 4.1922807693481445, "rewards/teacher_margin": 0.0, "step": 560 }, { "epoch": 0.75, "grad_norm": 9.1875, "learning_rate": 8.739694991676328e-07, "logits/chosen": 2.1663920879364014, "logits/rejected": 2.4739956855773926, "logps/chosen": -654.0028076171875, "logps/rejected": -846.7198486328125, "loss": 0.153, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.5124599933624268, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.6132845878601074, "rewards/student_margin": 4.125744819641113, "rewards/teacher_margin": 0.0, "step": 570 }, { "epoch": 0.77, "grad_norm": 20.125, "learning_rate": 7.881278684767354e-07, "logits/chosen": 2.249051809310913, "logits/rejected": 2.377701997756958, "logps/chosen": -744.0155029296875, "logps/rejected": -837.7652587890625, "loss": 0.1775, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.166346788406372, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4967403411865234, "rewards/student_margin": 3.6630866527557373, "rewards/teacher_margin": 0.0, "step": 580 }, { "epoch": 0.78, "grad_norm": 19.5, "learning_rate": 7.059287399726558e-07, "logits/chosen": 2.0429625511169434, "logits/rejected": 2.2974820137023926, "logps/chosen": -675.0552368164062, "logps/rejected": -815.6538696289062, "loss": 0.1259, "rewards/accuracies": 1.0, "rewards/chosen": 1.4241259098052979, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.6004066467285156, "rewards/student_margin": 4.024532794952393, "rewards/teacher_margin": 0.0, "step": 590 }, { "epoch": 0.79, "grad_norm": 15.25, "learning_rate": 6.275470160326308e-07, "logits/chosen": 2.4218051433563232, "logits/rejected": 2.626558780670166, "logps/chosen": -694.3748168945312, "logps/rejected": -825.705078125, "loss": 0.1295, "rewards/accuracies": 0.8333333134651184, "rewards/chosen": 1.1830830574035645, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.594542980194092, "rewards/student_margin": 3.7776265144348145, "rewards/teacher_margin": 0.0, "step": 600 }, { "epoch": 0.81, "grad_norm": 14.0625, "learning_rate": 5.531494764035842e-07, "logits/chosen": 2.403853416442871, "logits/rejected": 2.4846677780151367, "logps/chosen": -745.2608642578125, "logps/rejected": -816.1573486328125, "loss": 0.1549, "rewards/accuracies": 0.800000011920929, "rewards/chosen": 0.9859026670455933, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.085474729537964, "rewards/student_margin": 3.0713775157928467, "rewards/teacher_margin": 0.0, "step": 610 }, { "epoch": 0.82, "grad_norm": 10.1875, "learning_rate": 4.828944233300581e-07, "logits/chosen": 2.5432651042938232, "logits/rejected": 2.3120391368865967, "logps/chosen": -758.4690551757812, "logps/rejected": -820.4471435546875, "loss": 0.0827, "rewards/accuracies": 1.0, "rewards/chosen": 1.7055679559707642, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.691899538040161, "rewards/student_margin": 4.397467613220215, "rewards/teacher_margin": 0.0, "step": 620 }, { "epoch": 0.83, "grad_norm": 18.875, "learning_rate": 4.1693134472049254e-07, "logits/chosen": 2.4983761310577393, "logits/rejected": 2.4922070503234863, "logps/chosen": -759.421875, "logps/rejected": -880.2047119140625, "loss": 0.1595, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.5521160364151, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.921255588531494, "rewards/student_margin": 4.473371505737305, "rewards/teacher_margin": 0.0, "step": 630 }, { "epoch": 0.85, "grad_norm": 12.875, "learning_rate": 3.554005960685364e-07, "logits/chosen": 2.4154155254364014, "logits/rejected": 2.3739418983459473, "logps/chosen": -722.2140502929688, "logps/rejected": -797.0501708984375, "loss": 0.1201, "rewards/accuracies": 1.0, "rewards/chosen": 2.029052495956421, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.8493266105651855, "rewards/student_margin": 4.8783793449401855, "rewards/teacher_margin": 0.0, "step": 640 }, { "epoch": 0.86, "grad_norm": 28.75, "learning_rate": 2.984331018062148e-07, "logits/chosen": 2.273947238922119, "logits/rejected": 2.346890926361084, "logps/chosen": -617.5139770507812, "logps/rejected": -829.6735229492188, "loss": 0.1981, "rewards/accuracies": 0.9000000953674316, "rewards/chosen": 1.2198824882507324, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.615978717803955, "rewards/student_margin": 3.8358612060546875, "rewards/teacher_margin": 0.0, "step": 650 }, { "epoch": 0.87, "grad_norm": 3.953125, "learning_rate": 2.461500767244049e-07, "logits/chosen": 2.328996181488037, "logits/rejected": 2.3885445594787598, "logps/chosen": -684.5684814453125, "logps/rejected": -871.5986328125, "loss": 0.1078, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.9273674488067627, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.5571177005767822, "rewards/student_margin": 4.484485149383545, "rewards/teacher_margin": 0.0, "step": 660 }, { "epoch": 0.89, "grad_norm": 12.9375, "learning_rate": 1.9866276805336733e-07, "logits/chosen": 2.427218198776245, "logits/rejected": 2.4423775672912598, "logps/chosen": -671.7244262695312, "logps/rejected": -919.7501220703125, "loss": 0.1608, "rewards/accuracies": 0.8666666746139526, "rewards/chosen": 1.4714218378067017, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.4355459213256836, "rewards/student_margin": 3.9069676399230957, "rewards/teacher_margin": 0.0, "step": 670 }, { "epoch": 0.9, "grad_norm": 13.375, "learning_rate": 1.560722187521496e-07, "logits/chosen": 2.2423176765441895, "logits/rejected": 1.9140275716781616, "logps/chosen": -724.7633056640625, "logps/rejected": -754.9696655273438, "loss": 0.1739, "rewards/accuracies": 0.9666666984558105, "rewards/chosen": 1.4883036613464355, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.9442994594573975, "rewards/student_margin": 4.432602882385254, "rewards/teacher_margin": 0.0, "step": 680 }, { "epoch": 0.91, "grad_norm": 14.5625, "learning_rate": 1.1846905251051894e-07, "logits/chosen": 2.494938850402832, "logits/rejected": 2.532592296600342, "logps/chosen": -734.0770263671875, "logps/rejected": -898.4133911132812, "loss": 0.156, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.3606359958648682, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.778499126434326, "rewards/student_margin": 4.139134883880615, "rewards/teacher_margin": 0.0, "step": 690 }, { "epoch": 0.92, "grad_norm": 19.125, "learning_rate": 8.593328092089737e-08, "logits/chosen": 2.027740001678467, "logits/rejected": 1.8771311044692993, "logps/chosen": -752.6876831054688, "logps/rejected": -762.588134765625, "loss": 0.1369, "rewards/accuracies": 0.8999999761581421, "rewards/chosen": 1.0343955755233765, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.3003334999084473, "rewards/student_margin": 3.3347294330596924, "rewards/teacher_margin": 0.0, "step": 700 }, { "epoch": 0.94, "grad_norm": 10.125, "learning_rate": 5.8534133230599974e-08, "logits/chosen": 2.5199155807495117, "logits/rejected": 2.8889317512512207, "logps/chosen": -701.169921875, "logps/rejected": -910.6904296875, "loss": 0.1635, "rewards/accuracies": 0.966666579246521, "rewards/chosen": 1.4893516302108765, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.9409499168395996, "rewards/student_margin": 4.430301189422607, "rewards/teacher_margin": 0.0, "step": 710 }, { "epoch": 0.95, "grad_norm": 13.5, "learning_rate": 3.632990903662398e-08, "logits/chosen": 2.757976770401001, "logits/rejected": 2.7887349128723145, "logps/chosen": -732.608642578125, "logps/rejected": -873.4423828125, "loss": 0.1751, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.6327383518218994, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -3.2143402099609375, "rewards/student_margin": 4.847078800201416, "rewards/teacher_margin": 0.0, "step": 720 }, { "epoch": 0.96, "grad_norm": 11.875, "learning_rate": 1.9367854236425065e-08, "logits/chosen": 2.469646453857422, "logits/rejected": 2.3219096660614014, "logps/chosen": -724.3168334960938, "logps/rejected": -875.6312255859375, "loss": 0.1225, "rewards/accuracies": 1.0, "rewards/chosen": 1.6782375574111938, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.8410890102386475, "rewards/student_margin": 4.519326686859131, "rewards/teacher_margin": 0.0, "step": 730 }, { "epoch": 0.98, "grad_norm": 3.140625, "learning_rate": 7.684060498630575e-09, "logits/chosen": 2.5574631690979004, "logits/rejected": 2.5168144702911377, "logps/chosen": -690.5845336914062, "logps/rejected": -850.1302490234375, "loss": 0.1444, "rewards/accuracies": 1.0, "rewards/chosen": 2.156329393386841, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.7730555534362793, "rewards/student_margin": 4.929385185241699, "rewards/teacher_margin": 0.0, "step": 740 }, { "epoch": 0.99, "grad_norm": 7.34375, "learning_rate": 1.3033884675933695e-09, "logits/chosen": 2.7296438217163086, "logits/rejected": 2.305525779724121, "logps/chosen": -714.5927734375, "logps/rejected": -803.5744018554688, "loss": 0.1035, "rewards/accuracies": 0.9333333969116211, "rewards/chosen": 1.8840978145599365, "rewards/diff": 0.0, "rewards/diff_abs": 0.0, "rewards/rejected": -2.6910955905914307, "rewards/student_margin": 4.575193405151367, "rewards/teacher_margin": 0.0, "step": 750 }, { "epoch": 1.0, "step": 757, "total_flos": 0.0, "train_loss": 0.2174788669361936, "train_runtime": 882.7004, "train_samples_per_second": 20.572, "train_steps_per_second": 0.858 } ], "logging_steps": 10, "max_steps": 757, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 400, "total_flos": 0.0, "train_batch_size": 3, "trial_name": null, "trial_params": null }