{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.995910949568378, "eval_steps": 400, "global_step": 137, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03634711494775102, "grad_norm": 35.987906218257066, "learning_rate": 2.857142857142857e-07, "logits/chosen": -11.111563682556152, "logits/rejected": -11.135547637939453, "logps/chosen": -0.662230372428894, "logps/rejected": -0.6628919839859009, "loss": 5.0952, "rewards/accuracies": 0.5062500238418579, "rewards/chosen": -6.6223039627075195, "rewards/margins": 0.006614901125431061, "rewards/rejected": -6.6289191246032715, "step": 5 }, { "epoch": 0.07269422989550205, "grad_norm": 28.899244168425763, "learning_rate": 5.714285714285714e-07, "logits/chosen": -10.829585075378418, "logits/rejected": -10.654484748840332, "logps/chosen": -0.636147677898407, "logps/rejected": -0.6354170441627502, "loss": 5.0407, "rewards/accuracies": 0.550000011920929, "rewards/chosen": -6.361477375030518, "rewards/margins": -0.007306712679564953, "rewards/rejected": -6.354170799255371, "step": 10 }, { "epoch": 0.10904134484325306, "grad_norm": 34.054577665859114, "learning_rate": 7.998695344323425e-07, "logits/chosen": -10.697937965393066, "logits/rejected": -10.68556022644043, "logps/chosen": -0.756206214427948, "logps/rejected": -0.7363730669021606, "loss": 5.0934, "rewards/accuracies": 0.44999998807907104, "rewards/chosen": -7.562062740325928, "rewards/margins": -0.1983323097229004, "rewards/rejected": -7.363729953765869, "step": 15 }, { "epoch": 0.1453884597910041, "grad_norm": 31.063536076780956, "learning_rate": 7.953121695121394e-07, "logits/chosen": -10.083427429199219, "logits/rejected": -9.985143661499023, "logps/chosen": -0.6148006319999695, "logps/rejected": -0.6226206421852112, "loss": 5.024, "rewards/accuracies": 0.48124998807907104, "rewards/chosen": -6.148005485534668, "rewards/margins": 0.07820063084363937, "rewards/rejected": -6.226205825805664, "step": 20 }, { "epoch": 0.18173557473875512, "grad_norm": 37.55152432622566, "learning_rate": 7.843163833184991e-07, "logits/chosen": -9.981136322021484, "logits/rejected": -9.983463287353516, "logps/chosen": -0.5722960233688354, "logps/rejected": -0.5717057585716248, "loss": 4.961, "rewards/accuracies": 0.5062500238418579, "rewards/chosen": -5.722960472106934, "rewards/margins": -0.005903184413909912, "rewards/rejected": -5.717057228088379, "step": 25 }, { "epoch": 0.21808268968650613, "grad_norm": 29.53598266606176, "learning_rate": 7.670612634414511e-07, "logits/chosen": -9.952229499816895, "logits/rejected": -9.804238319396973, "logps/chosen": -0.5058998465538025, "logps/rejected": -0.5249067544937134, "loss": 4.8596, "rewards/accuracies": 0.59375, "rewards/chosen": -5.058998107910156, "rewards/margins": 0.19006863236427307, "rewards/rejected": -5.249067306518555, "step": 30 }, { "epoch": 0.25442980463425713, "grad_norm": 30.836147418383828, "learning_rate": 7.438278427948805e-07, "logits/chosen": -9.969837188720703, "logits/rejected": -9.884472846984863, "logps/chosen": -0.535486102104187, "logps/rejected": -0.5739948153495789, "loss": 4.7794, "rewards/accuracies": 0.5562499761581421, "rewards/chosen": -5.354860782623291, "rewards/margins": 0.3850872814655304, "rewards/rejected": -5.739948272705078, "step": 35 }, { "epoch": 0.2907769195820082, "grad_norm": 35.784369740177794, "learning_rate": 7.149945224533862e-07, "logits/chosen": -9.953130722045898, "logits/rejected": -9.866512298583984, "logps/chosen": -0.6358538866043091, "logps/rejected": -0.65082848072052, "loss": 4.8879, "rewards/accuracies": 0.5874999761581421, "rewards/chosen": -6.358539581298828, "rewards/margins": 0.14974501729011536, "rewards/rejected": -6.508284091949463, "step": 40 }, { "epoch": 0.3271240345297592, "grad_norm": 30.738414397371837, "learning_rate": 6.810309086608129e-07, "logits/chosen": -10.294210433959961, "logits/rejected": -10.260662078857422, "logps/chosen": -0.6186165809631348, "logps/rejected": -0.642761766910553, "loss": 4.817, "rewards/accuracies": 0.581250011920929, "rewards/chosen": -6.186165809631348, "rewards/margins": 0.24145162105560303, "rewards/rejected": -6.427617073059082, "step": 45 }, { "epoch": 0.36347114947751025, "grad_norm": 46.12276326749997, "learning_rate": 6.424901643866552e-07, "logits/chosen": -10.330435752868652, "logits/rejected": -10.143304824829102, "logps/chosen": -0.6831095814704895, "logps/rejected": -0.7464486956596375, "loss": 4.6885, "rewards/accuracies": 0.6875, "rewards/chosen": -6.8310956954956055, "rewards/margins": 0.6333915591239929, "rewards/rejected": -7.464486598968506, "step": 50 }, { "epoch": 0.39981826442526125, "grad_norm": 43.40349458380626, "learning_rate": 6e-07, "logits/chosen": -11.197371482849121, "logits/rejected": -11.12946605682373, "logps/chosen": -0.5718105435371399, "logps/rejected": -0.6250694394111633, "loss": 4.6953, "rewards/accuracies": 0.5874999761581421, "rewards/chosen": -5.718105792999268, "rewards/margins": 0.5325883626937866, "rewards/rejected": -6.250694274902344, "step": 55 }, { "epoch": 0.43616537937301225, "grad_norm": 62.775385851545494, "learning_rate": 5.542524497952543e-07, "logits/chosen": -10.749040603637695, "logits/rejected": -10.889803886413574, "logps/chosen": -0.6364445686340332, "logps/rejected": -0.7200480699539185, "loss": 4.6271, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -6.364445686340332, "rewards/margins": 0.8360347747802734, "rewards/rejected": -7.200479984283447, "step": 60 }, { "epoch": 0.4725124943207633, "grad_norm": 45.98517277447237, "learning_rate": 5.059926008786647e-07, "logits/chosen": -11.873740196228027, "logits/rejected": -11.824403762817383, "logps/chosen": -0.7099884748458862, "logps/rejected": -0.7525407075881958, "loss": 4.638, "rewards/accuracies": 0.59375, "rewards/chosen": -7.0998854637146, "rewards/margins": 0.4255215525627136, "rewards/rejected": -7.525406837463379, "step": 65 }, { "epoch": 0.5088596092685143, "grad_norm": 47.30579548391997, "learning_rate": 4.5600645798745166e-07, "logits/chosen": -12.138381004333496, "logits/rejected": -11.983818054199219, "logps/chosen": -0.6762068867683411, "logps/rejected": -0.7381676435470581, "loss": 4.703, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -6.762068748474121, "rewards/margins": 0.619607150554657, "rewards/rejected": -7.38167667388916, "step": 70 }, { "epoch": 0.5452067242162654, "grad_norm": 69.5932279945552, "learning_rate": 4.051081418863895e-07, "logits/chosen": -12.561568260192871, "logits/rejected": -12.478489875793457, "logps/chosen": -0.6981841325759888, "logps/rejected": -0.7842732667922974, "loss": 4.5323, "rewards/accuracies": 0.643750011920929, "rewards/chosen": -6.98184061050415, "rewards/margins": 0.8608924150466919, "rewards/rejected": -7.842732906341553, "step": 75 }, { "epoch": 0.5815538391640164, "grad_norm": 127.53517276446773, "learning_rate": 3.541266298406398e-07, "logits/chosen": -12.076669692993164, "logits/rejected": -12.142119407653809, "logps/chosen": -0.7188806533813477, "logps/rejected": -0.7781528234481812, "loss": 4.6379, "rewards/accuracies": 0.581250011920929, "rewards/chosen": -7.188807010650635, "rewards/margins": 0.5927222371101379, "rewards/rejected": -7.781529426574707, "step": 80 }, { "epoch": 0.6179009541117674, "grad_norm": 61.22401801870787, "learning_rate": 3.0389225412181565e-07, "logits/chosen": -13.094499588012695, "logits/rejected": -13.159561157226562, "logps/chosen": -0.7800406813621521, "logps/rejected": -0.8725376129150391, "loss": 4.4548, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -7.800407409667969, "rewards/margins": 0.9249688386917114, "rewards/rejected": -8.725375175476074, "step": 85 }, { "epoch": 0.6542480690595184, "grad_norm": 66.37522679776315, "learning_rate": 2.5522317844515273e-07, "logits/chosen": -13.562166213989258, "logits/rejected": -13.433174133300781, "logps/chosen": -0.7740485072135925, "logps/rejected": -0.8862950205802917, "loss": 4.3623, "rewards/accuracies": 0.6499999761581421, "rewards/chosen": -7.740484714508057, "rewards/margins": 1.1224651336669922, "rewards/rejected": -8.862950325012207, "step": 90 }, { "epoch": 0.6905951840072694, "grad_norm": 72.9710577397891, "learning_rate": 2.0891207259509476e-07, "logits/chosen": -14.113569259643555, "logits/rejected": -13.75220012664795, "logps/chosen": -0.7652403116226196, "logps/rejected": -0.8429893255233765, "loss": 4.3962, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": -7.652403354644775, "rewards/margins": 0.7774893045425415, "rewards/rejected": -8.429892539978027, "step": 95 }, { "epoch": 0.7269422989550205, "grad_norm": 60.63378631631187, "learning_rate": 1.6571320226872206e-07, "logits/chosen": -14.494039535522461, "logits/rejected": -14.628949165344238, "logps/chosen": -0.7868660688400269, "logps/rejected": -0.9212242960929871, "loss": 4.1386, "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -7.868659973144531, "rewards/margins": 1.3435838222503662, "rewards/rejected": -9.212244033813477, "step": 100 }, { "epoch": 0.7632894139027715, "grad_norm": 190.4622656460041, "learning_rate": 1.2633014440382787e-07, "logits/chosen": -15.230148315429688, "logits/rejected": -14.929168701171875, "logps/chosen": -0.8822343945503235, "logps/rejected": -0.9908519983291626, "loss": 4.2736, "rewards/accuracies": 0.612500011920929, "rewards/chosen": -8.822343826293945, "rewards/margins": 1.0861766338348389, "rewards/rejected": -9.908520698547363, "step": 105 }, { "epoch": 0.7996365288505225, "grad_norm": 101.38847574260835, "learning_rate": 9.14043280712228e-08, "logits/chosen": -15.496833801269531, "logits/rejected": -15.636553764343262, "logps/chosen": -0.8570655584335327, "logps/rejected": -0.9334220886230469, "loss": 4.2832, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -8.570656776428223, "rewards/margins": 0.7635642886161804, "rewards/rejected": -9.334220886230469, "step": 110 }, { "epoch": 0.8359836437982735, "grad_norm": 74.21593181905395, "learning_rate": 6.150458756494239e-08, "logits/chosen": -15.494606018066406, "logits/rejected": -15.465006828308105, "logps/chosen": -0.9054273366928101, "logps/rejected": -1.0216588973999023, "loss": 4.1426, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -9.05427360534668, "rewards/margins": 1.1623156070709229, "rewards/rejected": -10.216588973999023, "step": 115 }, { "epoch": 0.8723307587460245, "grad_norm": 65.9311757106038, "learning_rate": 3.711789783843522e-08, "logits/chosen": -15.544687271118164, "logits/rejected": -15.537959098815918, "logps/chosen": -0.8991163969039917, "logps/rejected": -0.9694231748580933, "loss": 4.2329, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -8.991164207458496, "rewards/margins": 0.7030680179595947, "rewards/rejected": -9.694231033325195, "step": 120 }, { "epoch": 0.9086778736937755, "grad_norm": 130.83461356205703, "learning_rate": 1.8641443178027784e-08, "logits/chosen": -15.450345039367676, "logits/rejected": -15.695470809936523, "logps/chosen": -0.8895367383956909, "logps/rejected": -1.0279381275177002, "loss": 4.1031, "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -8.895367622375488, "rewards/margins": 1.3840134143829346, "rewards/rejected": -10.279379844665527, "step": 125 }, { "epoch": 0.9450249886415266, "grad_norm": 82.30298232430259, "learning_rate": 6.376148290617145e-09, "logits/chosen": -16.2006778717041, "logits/rejected": -16.138973236083984, "logps/chosen": -0.9445899724960327, "logps/rejected": -1.0684407949447632, "loss": 4.0298, "rewards/accuracies": 0.699999988079071, "rewards/chosen": -9.445899963378906, "rewards/margins": 1.2385092973709106, "rewards/rejected": -10.684408187866211, "step": 130 }, { "epoch": 0.9813721035892776, "grad_norm": 88.42391053771068, "learning_rate": 5.217771643080127e-10, "logits/chosen": -16.4208927154541, "logits/rejected": -16.113683700561523, "logps/chosen": -0.8756990432739258, "logps/rejected": -0.9942779541015625, "loss": 4.1263, "rewards/accuracies": 0.7437499761581421, "rewards/chosen": -8.756990432739258, "rewards/margins": 1.1857887506484985, "rewards/rejected": -9.942779541015625, "step": 135 }, { "epoch": 0.995910949568378, "step": 137, "total_flos": 0.0, "train_loss": 4.581099252631194, "train_runtime": 3146.1495, "train_samples_per_second": 5.596, "train_steps_per_second": 0.044 } ], "logging_steps": 5, "max_steps": 137, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 1000000, "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": 2, "trial_name": null, "trial_params": null }