{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.798330122029544, "eval_steps": 500, "global_step": 350, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "grad_norm": 6.844920635223389, "learning_rate": 5e-05, "logits/chosen": -3.09375, "logits/rejected": -3.0625, "logps/chosen": -258.0, "logps/rejected": -322.0, "loss": 1.0697, "max_memory_allocated (GB)": 94.25, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.30078125, "rewards/chosen": 0.67578125, "rewards/margins": -0.4140625, "rewards/rejected": 1.0859375, "step": 10, "total_memory_available (GB)": 94.62 }, { "epoch": 0.1, "grad_norm": 4.300484657287598, "learning_rate": 0.0001, "logits/chosen": -3.046875, "logits/rejected": -3.03125, "logps/chosen": -286.0, "logps/rejected": -336.0, "loss": 0.5736, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.69140625, "rewards/chosen": -0.150390625, "rewards/margins": 0.8046875, "rewards/rejected": -0.95703125, "step": 20, "total_memory_available (GB)": 94.62 }, { "epoch": 0.15, "grad_norm": 1.9487425088882446, "learning_rate": 0.00015, "logits/chosen": -2.859375, "logits/rejected": -2.84375, "logps/chosen": -294.0, "logps/rejected": -394.0, "loss": 0.2394, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.90625, "rewards/chosen": -1.984375, "rewards/margins": 4.8125, "rewards/rejected": -6.8125, "step": 30, "total_memory_available (GB)": 94.62 }, { "epoch": 0.21, "grad_norm": 1.0650818347930908, "learning_rate": 0.0002, "logits/chosen": -2.875, "logits/rejected": -2.828125, "logps/chosen": -284.0, "logps/rejected": -388.0, "loss": 0.1181, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.95703125, "rewards/chosen": -0.62109375, "rewards/margins": 5.0625, "rewards/rejected": -5.6875, "step": 40, "total_memory_available (GB)": 94.62 }, { "epoch": 0.26, "grad_norm": 0.5032941699028015, "learning_rate": 0.00025, "logits/chosen": -2.890625, "logits/rejected": -2.875, "logps/chosen": -278.0, "logps/rejected": -412.0, "loss": 0.0583, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -0.8828125, "rewards/margins": 6.96875, "rewards/rejected": -7.84375, "step": 50, "total_memory_available (GB)": 94.62 }, { "epoch": 0.31, "grad_norm": 0.8771920800209045, "learning_rate": 0.0003, "logits/chosen": -2.828125, "logits/rejected": -2.828125, "logps/chosen": -312.0, "logps/rejected": -474.0, "loss": 0.0469, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -2.609375, "rewards/margins": 11.5, "rewards/rejected": -14.125, "step": 60, "total_memory_available (GB)": 94.62 }, { "epoch": 0.36, "grad_norm": 0.42379140853881836, "learning_rate": 0.00035, "logits/chosen": -2.84375, "logits/rejected": -2.84375, "logps/chosen": -280.0, "logps/rejected": -436.0, "loss": 0.0285, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -0.9609375, "rewards/margins": 9.9375, "rewards/rejected": -10.9375, "step": 70, "total_memory_available (GB)": 94.62 }, { "epoch": 0.41, "grad_norm": 1.5195761919021606, "learning_rate": 0.0004, "logits/chosen": -2.78125, "logits/rejected": -2.765625, "logps/chosen": -292.0, "logps/rejected": -450.0, "loss": 0.0266, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -1.4453125, "rewards/margins": 10.75, "rewards/rejected": -12.1875, "step": 80, "total_memory_available (GB)": 94.62 }, { "epoch": 0.46, "grad_norm": 2.770358085632324, "learning_rate": 0.00045000000000000004, "logits/chosen": -2.921875, "logits/rejected": -2.9375, "logps/chosen": -276.0, "logps/rejected": -478.0, "loss": 0.0486, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -1.5703125, "rewards/margins": 13.375, "rewards/rejected": -15.0, "step": 90, "total_memory_available (GB)": 94.62 }, { "epoch": 0.51, "grad_norm": 0.1556715965270996, "learning_rate": 0.0005, "logits/chosen": -2.75, "logits/rejected": -2.71875, "logps/chosen": -284.0, "logps/rejected": -482.0, "loss": 0.053, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9765625, "rewards/chosen": -1.3125, "rewards/margins": 13.0, "rewards/rejected": -14.375, "step": 100, "total_memory_available (GB)": 94.62 }, { "epoch": 0.57, "grad_norm": 0.40476056933403015, "learning_rate": 0.0004998477067547739, "logits/chosen": -2.875, "logits/rejected": -2.875, "logps/chosen": -296.0, "logps/rejected": -444.0, "loss": 0.0384, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -1.2109375, "rewards/margins": 10.5, "rewards/rejected": -11.75, "step": 110, "total_memory_available (GB)": 94.62 }, { "epoch": 0.62, "grad_norm": 0.8060222864151001, "learning_rate": 0.0004993910125649561, "logits/chosen": -3.234375, "logits/rejected": -3.234375, "logps/chosen": -282.0, "logps/rejected": -456.0, "loss": 0.0183, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -0.76171875, "rewards/margins": 12.4375, "rewards/rejected": -13.1875, "step": 120, "total_memory_available (GB)": 94.62 }, { "epoch": 0.67, "grad_norm": 0.5584326982498169, "learning_rate": 0.0004986304738420684, "logits/chosen": -3.140625, "logits/rejected": -3.125, "logps/chosen": -296.0, "logps/rejected": -496.0, "loss": 0.0294, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -1.875, "rewards/margins": 14.8125, "rewards/rejected": -16.75, "step": 130, "total_memory_available (GB)": 94.62 }, { "epoch": 0.72, "grad_norm": 1.2188811302185059, "learning_rate": 0.0004975670171853926, "logits/chosen": -3.21875, "logits/rejected": -3.21875, "logps/chosen": -300.0, "logps/rejected": -478.0, "loss": 0.0312, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -1.3515625, "rewards/margins": 13.0, "rewards/rejected": -14.375, "step": 140, "total_memory_available (GB)": 94.62 }, { "epoch": 0.77, "grad_norm": 1.9386507272720337, "learning_rate": 0.000496201938253052, "logits/chosen": -3.1875, "logits/rejected": -3.140625, "logps/chosen": -288.0, "logps/rejected": -488.0, "loss": 0.0504, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -1.6171875, "rewards/margins": 13.25, "rewards/rejected": -14.8125, "step": 150, "total_memory_available (GB)": 94.62 }, { "epoch": 0.82, "grad_norm": 0.11973602324724197, "learning_rate": 0.0004945369001834514, "logits/chosen": -2.9375, "logits/rejected": -2.84375, "logps/chosen": -298.0, "logps/rejected": -486.0, "loss": 0.0395, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -1.9296875, "rewards/margins": 14.5625, "rewards/rejected": -16.5, "step": 160, "total_memory_available (GB)": 94.62 }, { "epoch": 0.87, "grad_norm": 0.0885164737701416, "learning_rate": 0.0004925739315689991, "logits/chosen": -2.828125, "logits/rejected": -2.78125, "logps/chosen": -292.0, "logps/rejected": -490.0, "loss": 0.0511, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.984375, "rewards/chosen": -1.890625, "rewards/margins": 14.25, "rewards/rejected": -16.125, "step": 170, "total_memory_available (GB)": 94.62 }, { "epoch": 0.92, "grad_norm": 5.371945381164551, "learning_rate": 0.0004903154239845797, "logits/chosen": -2.71875, "logits/rejected": -2.671875, "logps/chosen": -304.0, "logps/rejected": -474.0, "loss": 0.028, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -2.03125, "rewards/margins": 12.75, "rewards/rejected": -14.75, "step": 180, "total_memory_available (GB)": 94.62 }, { "epoch": 0.98, "grad_norm": 1.7487589120864868, "learning_rate": 0.0004877641290737884, "logits/chosen": -2.90625, "logits/rejected": -2.875, "logps/chosen": -288.0, "logps/rejected": -484.0, "loss": 0.053, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98046875, "rewards/chosen": -1.71875, "rewards/margins": 13.3125, "rewards/rejected": -15.0, "step": 190, "total_memory_available (GB)": 94.62 }, { "epoch": 1.03, "grad_norm": 0.1586950570344925, "learning_rate": 0.0004849231551964771, "logits/chosen": -3.0, "logits/rejected": -2.96875, "logps/chosen": -296.0, "logps/rejected": -516.0, "loss": 0.0173, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -2.375, "rewards/margins": 16.75, "rewards/rejected": -19.125, "step": 200, "total_memory_available (GB)": 94.62 }, { "epoch": 1.08, "grad_norm": 0.385784387588501, "learning_rate": 0.00048179596364169685, "logits/chosen": -3.015625, "logits/rejected": -3.0, "logps/chosen": -312.0, "logps/rejected": -528.0, "loss": 0.0372, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -2.28125, "rewards/margins": 17.25, "rewards/rejected": -19.625, "step": 210, "total_memory_available (GB)": 94.62 }, { "epoch": 1.13, "grad_norm": 0.10692762583494186, "learning_rate": 0.0004783863644106502, "logits/chosen": -3.125, "logits/rejected": -3.09375, "logps/chosen": -320.0, "logps/rejected": -572.0, "loss": 0.012, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -3.65625, "rewards/margins": 20.25, "rewards/rejected": -23.875, "step": 220, "total_memory_available (GB)": 94.62 }, { "epoch": 1.18, "grad_norm": 1.407893419265747, "learning_rate": 0.00047469851157479177, "logits/chosen": -3.171875, "logits/rejected": -3.109375, "logps/chosen": -308.0, "logps/rejected": -568.0, "loss": 0.008, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.99609375, "rewards/chosen": -3.234375, "rewards/margins": 20.625, "rewards/rejected": -23.875, "step": 230, "total_memory_available (GB)": 94.62 }, { "epoch": 1.23, "grad_norm": 0.15119591355323792, "learning_rate": 0.00047073689821473173, "logits/chosen": -3.203125, "logits/rejected": -3.1875, "logps/chosen": -290.0, "logps/rejected": -588.0, "loss": 0.0236, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.99609375, "rewards/chosen": -3.328125, "rewards/margins": 22.125, "rewards/rejected": -25.375, "step": 240, "total_memory_available (GB)": 94.62 }, { "epoch": 1.28, "grad_norm": 1.0850694179534912, "learning_rate": 0.00046650635094610973, "logits/chosen": -3.25, "logits/rejected": -3.265625, "logps/chosen": -286.0, "logps/rejected": -484.0, "loss": 0.0246, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -1.921875, "rewards/margins": 13.75, "rewards/rejected": -15.6875, "step": 250, "total_memory_available (GB)": 94.62 }, { "epoch": 1.34, "grad_norm": 1.0764814615249634, "learning_rate": 0.00046201202403910646, "logits/chosen": -3.234375, "logits/rejected": -3.21875, "logps/chosen": -298.0, "logps/rejected": -498.0, "loss": 0.0307, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -2.421875, "rewards/margins": 15.5, "rewards/rejected": -17.875, "step": 260, "total_memory_available (GB)": 94.62 }, { "epoch": 1.39, "grad_norm": 0.04254325106739998, "learning_rate": 0.00045725939313876043, "logits/chosen": -3.078125, "logits/rejected": -3.0625, "logps/chosen": -304.0, "logps/rejected": -548.0, "loss": 0.0161, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -2.703125, "rewards/margins": 18.75, "rewards/rejected": -21.5, "step": 270, "total_memory_available (GB)": 94.62 }, { "epoch": 1.44, "grad_norm": 0.2640644311904907, "learning_rate": 0.0004522542485937369, "logits/chosen": -3.078125, "logits/rejected": -3.078125, "logps/chosen": -294.0, "logps/rejected": -552.0, "loss": 0.0116, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.99609375, "rewards/chosen": -2.203125, "rewards/margins": 19.5, "rewards/rejected": -21.75, "step": 280, "total_memory_available (GB)": 94.62 }, { "epoch": 1.49, "grad_norm": 0.6378334164619446, "learning_rate": 0.00044700268840168044, "logits/chosen": -3.046875, "logits/rejected": -3.046875, "logps/chosen": -296.0, "logps/rejected": -600.0, "loss": 0.0159, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 1.0, "rewards/chosen": -3.53125, "rewards/margins": 24.0, "rewards/rejected": -27.625, "step": 290, "total_memory_available (GB)": 94.62 }, { "epoch": 1.54, "grad_norm": 0.9890326261520386, "learning_rate": 0.0004415111107797445, "logits/chosen": -3.078125, "logits/rejected": -3.0625, "logps/chosen": -320.0, "logps/rejected": -588.0, "loss": 0.0083, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 1.0, "rewards/chosen": -3.640625, "rewards/margins": 22.375, "rewards/rejected": -26.0, "step": 300, "total_memory_available (GB)": 94.62 }, { "epoch": 1.59, "grad_norm": 2.6053104400634766, "learning_rate": 0.00043578620636934855, "logits/chosen": -3.109375, "logits/rejected": -3.09375, "logps/chosen": -338.0, "logps/rejected": -628.0, "loss": 0.0038, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 1.0, "rewards/chosen": -5.0, "rewards/margins": 24.75, "rewards/rejected": -29.75, "step": 310, "total_memory_available (GB)": 94.62 }, { "epoch": 1.64, "grad_norm": 1.0414825677871704, "learning_rate": 0.0004298349500846628, "logits/chosen": -3.25, "logits/rejected": -3.21875, "logps/chosen": -302.0, "logps/rejected": -540.0, "loss": 0.0174, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.9921875, "rewards/chosen": -3.015625, "rewards/margins": 18.25, "rewards/rejected": -21.25, "step": 320, "total_memory_available (GB)": 94.62 }, { "epoch": 1.7, "grad_norm": 1.3290166854858398, "learning_rate": 0.00042366459261474935, "logits/chosen": -3.171875, "logits/rejected": -3.140625, "logps/chosen": -334.0, "logps/rejected": -568.0, "loss": 0.0209, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.98828125, "rewards/chosen": -4.1875, "rewards/margins": 19.875, "rewards/rejected": -24.125, "step": 330, "total_memory_available (GB)": 94.62 }, { "epoch": 1.75, "grad_norm": 3.274353504180908, "learning_rate": 0.0004172826515897146, "logits/chosen": -3.203125, "logits/rejected": -3.171875, "logps/chosen": -316.0, "logps/rejected": -604.0, "loss": 0.0095, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 1.0, "rewards/chosen": -2.96875, "rewards/margins": 23.625, "rewards/rejected": -26.625, "step": 340, "total_memory_available (GB)": 94.62 }, { "epoch": 1.8, "grad_norm": 1.1814924478530884, "learning_rate": 0.0004106969024216348, "logits/chosen": -3.125, "logits/rejected": -3.09375, "logps/chosen": -294.0, "logps/rejected": -612.0, "loss": 0.0129, "max_memory_allocated (GB)": 94.39, "memory_allocated (GB)": 51.7, "rewards/accuracies": 0.99609375, "rewards/chosen": -3.0625, "rewards/margins": 25.625, "rewards/rejected": -28.625, "step": 350, "total_memory_available (GB)": 94.62 } ], "logging_steps": 10, "max_steps": 1000, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 10, "total_flos": 2.939722980655104e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }