{ "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": 262.34647903554514, "learning_rate": 2.857142857142857e-07, "logits/chosen": -9.14239501953125, "logits/rejected": -9.232463836669922, "logps/chosen": -1.7616302967071533, "logps/rejected": -1.7519614696502686, "loss": 7.6689, "rewards/accuracies": 0.53125, "rewards/chosen": -17.61629867553711, "rewards/margins": -0.09668443351984024, "rewards/rejected": -17.519615173339844, "step": 5 }, { "epoch": 0.07269422989550205, "grad_norm": 160.26775090527158, "learning_rate": 5.714285714285714e-07, "logits/chosen": -9.558967590332031, "logits/rejected": -9.606477737426758, "logps/chosen": -1.4764775037765503, "logps/rejected": -1.439325213432312, "loss": 6.6349, "rewards/accuracies": 0.5562499761581421, "rewards/chosen": -14.764776229858398, "rewards/margins": -0.3715229332447052, "rewards/rejected": -14.3932523727417, "step": 10 }, { "epoch": 0.10904134484325306, "grad_norm": 120.66971185794887, "learning_rate": 7.998695344323425e-07, "logits/chosen": -8.532218933105469, "logits/rejected": -8.379935264587402, "logps/chosen": -1.2477877140045166, "logps/rejected": -1.3596165180206299, "loss": 6.3247, "rewards/accuracies": 0.5625, "rewards/chosen": -12.477876663208008, "rewards/margins": 1.1182864904403687, "rewards/rejected": -13.596163749694824, "step": 15 }, { "epoch": 0.1453884597910041, "grad_norm": 78.51354956499227, "learning_rate": 7.953121695121394e-07, "logits/chosen": -7.22064208984375, "logits/rejected": -6.8809967041015625, "logps/chosen": -0.9391318559646606, "logps/rejected": -1.0672681331634521, "loss": 4.9513, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -9.391318321228027, "rewards/margins": 1.2813628911972046, "rewards/rejected": -10.67268180847168, "step": 20 }, { "epoch": 0.18173557473875512, "grad_norm": 73.47123034470297, "learning_rate": 7.843163833184991e-07, "logits/chosen": -6.873021125793457, "logits/rejected": -6.335709095001221, "logps/chosen": -0.7527015209197998, "logps/rejected": -0.8773846626281738, "loss": 4.5988, "rewards/accuracies": 0.6187499761581421, "rewards/chosen": -7.527015686035156, "rewards/margins": 1.246830701828003, "rewards/rejected": -8.773846626281738, "step": 25 }, { "epoch": 0.21808268968650613, "grad_norm": 77.81006578282152, "learning_rate": 7.670612634414511e-07, "logits/chosen": -6.2256245613098145, "logits/rejected": -6.002863883972168, "logps/chosen": -0.7618826031684875, "logps/rejected": -0.9232344627380371, "loss": 4.4284, "rewards/accuracies": 0.65625, "rewards/chosen": -7.618826389312744, "rewards/margins": 1.613519310951233, "rewards/rejected": -9.232345581054688, "step": 30 }, { "epoch": 0.25442980463425713, "grad_norm": 61.664034648588775, "learning_rate": 7.438278427948805e-07, "logits/chosen": -6.400006294250488, "logits/rejected": -6.255277633666992, "logps/chosen": -0.7186794877052307, "logps/rejected": -0.9298878908157349, "loss": 4.3183, "rewards/accuracies": 0.625, "rewards/chosen": -7.186795234680176, "rewards/margins": 2.1120834350585938, "rewards/rejected": -9.29887866973877, "step": 35 }, { "epoch": 0.2907769195820082, "grad_norm": 68.56556472157719, "learning_rate": 7.149945224533862e-07, "logits/chosen": -5.755168914794922, "logits/rejected": -5.6258063316345215, "logps/chosen": -0.8867130279541016, "logps/rejected": -1.0443212985992432, "loss": 4.4094, "rewards/accuracies": 0.6000000238418579, "rewards/chosen": -8.8671293258667, "rewards/margins": 1.5760822296142578, "rewards/rejected": -10.443211555480957, "step": 40 }, { "epoch": 0.3271240345297592, "grad_norm": 75.32781896911939, "learning_rate": 6.810309086608129e-07, "logits/chosen": -6.590113639831543, "logits/rejected": -6.312002658843994, "logps/chosen": -0.8065680265426636, "logps/rejected": -1.0438225269317627, "loss": 4.1676, "rewards/accuracies": 0.65625, "rewards/chosen": -8.065679550170898, "rewards/margins": 2.3725459575653076, "rewards/rejected": -10.438226699829102, "step": 45 }, { "epoch": 0.36347114947751025, "grad_norm": 74.83324411670193, "learning_rate": 6.424901643866552e-07, "logits/chosen": -6.4003729820251465, "logits/rejected": -6.2513837814331055, "logps/chosen": -0.7952122688293457, "logps/rejected": -1.0395910739898682, "loss": 4.1941, "rewards/accuracies": 0.637499988079071, "rewards/chosen": -7.952122688293457, "rewards/margins": 2.443786144256592, "rewards/rejected": -10.39590835571289, "step": 50 }, { "epoch": 0.39981826442526125, "grad_norm": 59.64575454875869, "learning_rate": 6e-07, "logits/chosen": -6.756447792053223, "logits/rejected": -6.111125946044922, "logps/chosen": -0.8663609623908997, "logps/rejected": -1.0826358795166016, "loss": 3.9943, "rewards/accuracies": 0.699999988079071, "rewards/chosen": -8.663609504699707, "rewards/margins": 2.162750005722046, "rewards/rejected": -10.826359748840332, "step": 55 }, { "epoch": 0.43616537937301225, "grad_norm": 67.48524030832144, "learning_rate": 5.542524497952543e-07, "logits/chosen": -6.575152397155762, "logits/rejected": -6.2960124015808105, "logps/chosen": -0.8099439740180969, "logps/rejected": -1.0211912393569946, "loss": 3.7201, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -8.09943962097168, "rewards/margins": 2.1124720573425293, "rewards/rejected": -10.211912155151367, "step": 60 }, { "epoch": 0.4725124943207633, "grad_norm": 82.16104654213201, "learning_rate": 5.059926008786647e-07, "logits/chosen": -6.274717330932617, "logits/rejected": -6.062811851501465, "logps/chosen": -0.9238764643669128, "logps/rejected": -1.0822433233261108, "loss": 4.027, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": -9.238764762878418, "rewards/margins": 1.5836679935455322, "rewards/rejected": -10.822432518005371, "step": 65 }, { "epoch": 0.5088596092685143, "grad_norm": 69.13096378464603, "learning_rate": 4.5600645798745166e-07, "logits/chosen": -6.3393049240112305, "logits/rejected": -6.236004829406738, "logps/chosen": -0.7679723501205444, "logps/rejected": -0.968636155128479, "loss": 3.7213, "rewards/accuracies": 0.643750011920929, "rewards/chosen": -7.679723262786865, "rewards/margins": 2.006639003753662, "rewards/rejected": -9.686361312866211, "step": 70 }, { "epoch": 0.5452067242162654, "grad_norm": 82.34301802283626, "learning_rate": 4.051081418863895e-07, "logits/chosen": -6.352741241455078, "logits/rejected": -6.1597676277160645, "logps/chosen": -0.7970303297042847, "logps/rejected": -1.043393850326538, "loss": 3.7425, "rewards/accuracies": 0.71875, "rewards/chosen": -7.970303535461426, "rewards/margins": 2.4636356830596924, "rewards/rejected": -10.433938980102539, "step": 75 }, { "epoch": 0.5815538391640164, "grad_norm": 72.13584102425693, "learning_rate": 3.541266298406398e-07, "logits/chosen": -6.617664337158203, "logits/rejected": -6.41934871673584, "logps/chosen": -0.8421775698661804, "logps/rejected": -1.0213863849639893, "loss": 3.7518, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": -8.42177677154541, "rewards/margins": 1.7920877933502197, "rewards/rejected": -10.213863372802734, "step": 80 }, { "epoch": 0.6179009541117674, "grad_norm": 92.05622250652328, "learning_rate": 3.0389225412181565e-07, "logits/chosen": -6.101731300354004, "logits/rejected": -5.849137306213379, "logps/chosen": -0.7452789545059204, "logps/rejected": -1.045109748840332, "loss": 3.5802, "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -7.452790260314941, "rewards/margins": 2.998307466506958, "rewards/rejected": -10.45109748840332, "step": 85 }, { "epoch": 0.6542480690595184, "grad_norm": 74.65829731544908, "learning_rate": 2.5522317844515273e-07, "logits/chosen": -6.542179107666016, "logits/rejected": -6.144691467285156, "logps/chosen": -0.8069820404052734, "logps/rejected": -1.0035241842269897, "loss": 3.705, "rewards/accuracies": 0.675000011920929, "rewards/chosen": -8.069819450378418, "rewards/margins": 1.9654232263565063, "rewards/rejected": -10.035242080688477, "step": 90 }, { "epoch": 0.6905951840072694, "grad_norm": 75.40130974842236, "learning_rate": 2.0891207259509476e-07, "logits/chosen": -6.643575191497803, "logits/rejected": -6.608299255371094, "logps/chosen": -0.8557837605476379, "logps/rejected": -1.0176724195480347, "loss": 3.7581, "rewards/accuracies": 0.625, "rewards/chosen": -8.557836532592773, "rewards/margins": 1.6188881397247314, "rewards/rejected": -10.176724433898926, "step": 95 }, { "epoch": 0.7269422989550205, "grad_norm": 83.85915732184031, "learning_rate": 1.6571320226872206e-07, "logits/chosen": -6.411711692810059, "logits/rejected": -6.091231346130371, "logps/chosen": -0.8256447911262512, "logps/rejected": -1.1177527904510498, "loss": 3.7165, "rewards/accuracies": 0.737500011920929, "rewards/chosen": -8.256447792053223, "rewards/margins": 2.9210803508758545, "rewards/rejected": -11.177528381347656, "step": 100 }, { "epoch": 0.7632894139027715, "grad_norm": 102.74344975744411, "learning_rate": 1.2633014440382787e-07, "logits/chosen": -7.004655361175537, "logits/rejected": -6.623693943023682, "logps/chosen": -0.8427413105964661, "logps/rejected": -1.0215742588043213, "loss": 3.8455, "rewards/accuracies": 0.668749988079071, "rewards/chosen": -8.427413940429688, "rewards/margins": 1.7883294820785522, "rewards/rejected": -10.215742111206055, "step": 105 }, { "epoch": 0.7996365288505225, "grad_norm": 84.46889768857108, "learning_rate": 9.14043280712228e-08, "logits/chosen": -6.523610591888428, "logits/rejected": -6.330638408660889, "logps/chosen": -0.9024786949157715, "logps/rejected": -1.0619735717773438, "loss": 3.9125, "rewards/accuracies": 0.6937500238418579, "rewards/chosen": -9.024787902832031, "rewards/margins": 1.5949490070343018, "rewards/rejected": -10.619735717773438, "step": 110 }, { "epoch": 0.8359836437982735, "grad_norm": 80.56642671916686, "learning_rate": 6.150458756494239e-08, "logits/chosen": -7.126093864440918, "logits/rejected": -6.942577362060547, "logps/chosen": -0.8365545272827148, "logps/rejected": -1.044828176498413, "loss": 3.6672, "rewards/accuracies": 0.625, "rewards/chosen": -8.365545272827148, "rewards/margins": 2.082737445831299, "rewards/rejected": -10.448283195495605, "step": 115 }, { "epoch": 0.8723307587460245, "grad_norm": 89.06959408393006, "learning_rate": 3.711789783843522e-08, "logits/chosen": -6.565405368804932, "logits/rejected": -6.4343461990356445, "logps/chosen": -0.8695400953292847, "logps/rejected": -1.0754826068878174, "loss": 3.881, "rewards/accuracies": 0.612500011920929, "rewards/chosen": -8.695401191711426, "rewards/margins": 2.0594258308410645, "rewards/rejected": -10.754826545715332, "step": 120 }, { "epoch": 0.9086778736937755, "grad_norm": 74.5528985533384, "learning_rate": 1.8641443178027784e-08, "logits/chosen": -7.178065299987793, "logits/rejected": -6.637632846832275, "logps/chosen": -0.8037236332893372, "logps/rejected": -0.9828687906265259, "loss": 3.7674, "rewards/accuracies": 0.6875, "rewards/chosen": -8.037236213684082, "rewards/margins": 1.791452169418335, "rewards/rejected": -9.828689575195312, "step": 125 }, { "epoch": 0.9450249886415266, "grad_norm": 70.70049345302832, "learning_rate": 6.376148290617145e-09, "logits/chosen": -7.0094404220581055, "logits/rejected": -6.915109157562256, "logps/chosen": -0.957663357257843, "logps/rejected": -1.1495531797409058, "loss": 3.7884, "rewards/accuracies": 0.6812499761581421, "rewards/chosen": -9.57663345336914, "rewards/margins": 1.9188988208770752, "rewards/rejected": -11.495532989501953, "step": 130 }, { "epoch": 0.9813721035892776, "grad_norm": 66.91451872853837, "learning_rate": 5.217771643080127e-10, "logits/chosen": -6.611492156982422, "logits/rejected": -6.406693458557129, "logps/chosen": -0.8434920310974121, "logps/rejected": -1.1371880769729614, "loss": 3.5998, "rewards/accuracies": 0.699999988079071, "rewards/chosen": -8.434919357299805, "rewards/margins": 2.936959743499756, "rewards/rejected": -11.371880531311035, "step": 135 }, { "epoch": 0.995910949568378, "step": 137, "total_flos": 0.0, "train_loss": 4.287031420826041, "train_runtime": 1653.4486, "train_samples_per_second": 10.647, "train_steps_per_second": 0.083 } ], "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 }