diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -10,7 +10,7 @@ "log_history": [ { "epoch": 0.0010471204188481676, - "grad_norm": 1.806400698442994, + "grad_norm": 1.806436074491372, "learning_rate": 1.7421602787456448e-07, "logits/chosen": -11.625, "logits/rejected": -11.75, @@ -25,4750 +25,4750 @@ }, { "epoch": 0.010471204188481676, - "grad_norm": 1.754647374830844, + "grad_norm": 1.753031830811777, "learning_rate": 1.7421602787456445e-06, "logits/chosen": -11.125, "logits/rejected": -10.5, "logps/chosen": -428.0, "logps/rejected": -756.0, "loss": 0.6922, - "rewards/accuracies": 0.1736111044883728, - "rewards/chosen": -0.00021266937255859375, - "rewards/margins": 0.0001010894775390625, - "rewards/rejected": -0.00031280517578125, + "rewards/accuracies": 0.1527777761220932, + "rewards/chosen": 0.00015354156494140625, + "rewards/margins": 0.000335693359375, + "rewards/rejected": -0.00017833709716796875, "step": 10 }, { "epoch": 0.020942408376963352, - "grad_norm": 1.6443926478703903, + "grad_norm": 1.6525738053961263, "learning_rate": 3.484320557491289e-06, "logits/chosen": -11.0, "logits/rejected": -10.8125, "logps/chosen": -402.0, "logps/rejected": -576.0, - "loss": 0.6886, - "rewards/accuracies": 0.39375001192092896, - "rewards/chosen": 0.0005645751953125, - "rewards/margins": 0.01226806640625, - "rewards/rejected": -0.01171875, + "loss": 0.6891, + "rewards/accuracies": 0.3499999940395355, + "rewards/chosen": -0.00055694580078125, + "rewards/margins": 0.00958251953125, + "rewards/rejected": -0.0101318359375, "step": 20 }, { "epoch": 0.031413612565445025, - "grad_norm": 1.6744022302366757, + "grad_norm": 1.6752503762489155, "learning_rate": 5.226480836236934e-06, "logits/chosen": -11.625, "logits/rejected": -11.375, "logps/chosen": -430.0, "logps/rejected": -532.0, - "loss": 0.6764, - "rewards/accuracies": 0.5625, - "rewards/chosen": -0.0257568359375, - "rewards/margins": 0.0263671875, - "rewards/rejected": -0.05224609375, + "loss": 0.6757, + "rewards/accuracies": 0.6000000238418579, + "rewards/chosen": -0.025634765625, + "rewards/margins": 0.02783203125, + "rewards/rejected": -0.053466796875, "step": 30 }, { "epoch": 0.041884816753926704, - "grad_norm": 1.9599604304110412, + "grad_norm": 1.965171751722186, "learning_rate": 6.968641114982578e-06, "logits/chosen": -12.4375, "logits/rejected": -12.0, "logps/chosen": -448.0, "logps/rejected": -616.0, - "loss": 0.6365, - "rewards/accuracies": 0.643750011920929, + "loss": 0.6364, + "rewards/accuracies": 0.6312500238418579, "rewards/chosen": -0.189453125, - "rewards/margins": 0.1240234375, + "rewards/margins": 0.1220703125, "rewards/rejected": -0.3125, "step": 40 }, { "epoch": 0.05235602094240838, - "grad_norm": 2.0242389220979042, + "grad_norm": 2.0214971099991823, "learning_rate": 8.710801393728225e-06, "logits/chosen": -12.1875, "logits/rejected": -12.0, "logps/chosen": -462.0, "logps/rejected": -700.0, "loss": 0.5849, - "rewards/accuracies": 0.6812499761581421, + "rewards/accuracies": 0.6625000238418579, "rewards/chosen": -0.5078125, "rewards/margins": 0.419921875, - "rewards/rejected": -0.9296875, + "rewards/rejected": -0.92578125, "step": 50 }, { "epoch": 0.06282722513089005, - "grad_norm": 1.8508753348060478, + "grad_norm": 1.8574919158967238, "learning_rate": 1.0452961672473868e-05, "logits/chosen": -11.0, "logits/rejected": -10.9375, "logps/chosen": -398.0, "logps/rejected": -692.0, - "loss": 0.5395, - "rewards/accuracies": 0.6875, - "rewards/chosen": -0.50390625, + "loss": 0.5398, + "rewards/accuracies": 0.6937500238418579, + "rewards/chosen": -0.5, "rewards/margins": 0.76171875, "rewards/rejected": -1.265625, "step": 60 }, { "epoch": 0.07329842931937172, - "grad_norm": 2.0232007306056765, + "grad_norm": 2.0180102172020864, "learning_rate": 1.2195121951219513e-05, "logits/chosen": -12.0, "logits/rejected": -11.6875, "logps/chosen": -516.0, "logps/rejected": -848.0, - "loss": 0.535, + "loss": 0.5346, "rewards/accuracies": 0.706250011920929, "rewards/chosen": -0.81640625, - "rewards/margins": 1.0, + "rewards/margins": 0.99609375, "rewards/rejected": -1.8125, "step": 70 }, { "epoch": 0.08376963350785341, - "grad_norm": 2.132580312351081, + "grad_norm": 2.118796993161168, "learning_rate": 1.3937282229965156e-05, "logits/chosen": -12.3125, "logits/rejected": -12.1875, "logps/chosen": -506.0, - "logps/rejected": -924.0, - "loss": 0.4983, - "rewards/accuracies": 0.768750011920929, + "logps/rejected": -920.0, + "loss": 0.4982, + "rewards/accuracies": 0.7562500238418579, "rewards/chosen": -1.0859375, - "rewards/margins": 1.53125, - "rewards/rejected": -2.625, + "rewards/margins": 1.5234375, + "rewards/rejected": -2.609375, "step": 80 }, { "epoch": 0.09424083769633508, - "grad_norm": 3.3738414136521584, + "grad_norm": 3.4881945422416933, "learning_rate": 1.56794425087108e-05, - "logits/chosen": -12.1875, - "logits/rejected": -11.9375, - "logps/chosen": -506.0, - "logps/rejected": -720.0, - "loss": 0.5304, + "logits/chosen": -12.0625, + "logits/rejected": -11.8125, + "logps/chosen": -510.0, + "logps/rejected": -724.0, + "loss": 0.5279, "rewards/accuracies": 0.7124999761581421, - "rewards/chosen": -1.453125, - "rewards/margins": 1.0, - "rewards/rejected": -2.453125, + "rewards/chosen": -1.4921875, + "rewards/margins": 0.98828125, + "rewards/rejected": -2.484375, "step": 90 }, { "epoch": 0.10471204188481675, - "grad_norm": 2.2224399434934434, + "grad_norm": 2.152922060914835, "learning_rate": 1.742160278745645e-05, - "logits/chosen": -11.5, - "logits/rejected": -11.3125, - "logps/chosen": -656.0, - "logps/rejected": -968.0, - "loss": 0.5081, - "rewards/accuracies": 0.75, - "rewards/chosen": -1.7890625, - "rewards/margins": 1.25, - "rewards/rejected": -3.046875, + "logits/chosen": -11.8125, + "logits/rejected": -11.5625, + "logps/chosen": -660.0, + "logps/rejected": -960.0, + "loss": 0.5108, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -1.8203125, + "rewards/margins": 1.1640625, + "rewards/rejected": -2.984375, "step": 100 }, { "epoch": 0.10471204188481675, - "eval_logits/chosen": -10.1875, - "eval_logits/rejected": -9.75, - "eval_logps/chosen": -432.0, - "eval_logps/rejected": -424.0, - "eval_loss": 0.6819999814033508, - "eval_rewards/accuracies": 0.59765625, - "eval_rewards/chosen": -1.140625, - "eval_rewards/margins": 0.203125, - "eval_rewards/rejected": -1.34375, - "eval_runtime": 48.3213, - "eval_samples_per_second": 41.39, - "eval_steps_per_second": 0.662, + "eval_logits/chosen": -10.8125, + "eval_logits/rejected": -10.375, + "eval_logps/chosen": -442.0, + "eval_logps/rejected": -434.0, + "eval_loss": 0.6707968711853027, + "eval_rewards/accuracies": 0.609375, + "eval_rewards/chosen": -1.234375, + "eval_rewards/margins": 0.2177734375, + "eval_rewards/rejected": -1.453125, + "eval_runtime": 49.1287, + "eval_samples_per_second": 40.709, + "eval_steps_per_second": 0.651, "step": 100 }, { "epoch": 0.11518324607329843, - "grad_norm": 2.5536117772295404, + "grad_norm": 2.7152160967946757, "learning_rate": 1.9163763066202093e-05, - "logits/chosen": -9.9375, - "logits/rejected": -9.6875, - "logps/chosen": -564.0, - "logps/rejected": -880.0, - "loss": 0.4696, - "rewards/accuracies": 0.7749999761581421, - "rewards/chosen": -1.46875, - "rewards/margins": 1.328125, - "rewards/rejected": -2.796875, + "logits/chosen": -10.1875, + "logits/rejected": -9.9375, + "logps/chosen": -588.0, + "logps/rejected": -912.0, + "loss": 0.4537, + "rewards/accuracies": 0.762499988079071, + "rewards/chosen": -1.703125, + "rewards/margins": 1.390625, + "rewards/rejected": -3.09375, "step": 110 }, { "epoch": 0.1256544502617801, - "grad_norm": 2.6964853754209717, + "grad_norm": 2.8078148154437925, "learning_rate": 2.0905923344947736e-05, - "logits/chosen": -11.0625, - "logits/rejected": -11.0, - "logps/chosen": -528.0, - "logps/rejected": -824.0, - "loss": 0.4889, + "logits/chosen": -9.375, + "logits/rejected": -9.3125, + "logps/chosen": -592.0, + "logps/rejected": -884.0, + "loss": 0.479, "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -1.6640625, - "rewards/margins": 1.3203125, - "rewards/rejected": -2.984375, + "rewards/chosen": -2.28125, + "rewards/margins": 1.296875, + "rewards/rejected": -3.578125, "step": 120 }, { "epoch": 0.13612565445026178, - "grad_norm": 2.6235465585012347, + "grad_norm": 2.35281267807467, "learning_rate": 2.264808362369338e-05, - "logits/chosen": -10.0, - "logits/rejected": -10.0, - "logps/chosen": -584.0, - "logps/rejected": -888.0, - "loss": 0.474, - "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -1.75, - "rewards/margins": 1.2265625, - "rewards/rejected": -2.96875, + "logits/chosen": -10.0625, + "logits/rejected": -10.0625, + "logps/chosen": -572.0, + "logps/rejected": -864.0, + "loss": 0.4769, + "rewards/accuracies": 0.75, + "rewards/chosen": -1.6171875, + "rewards/margins": 1.109375, + "rewards/rejected": -2.71875, "step": 130 }, { "epoch": 0.14659685863874344, - "grad_norm": 3.137523632711562, + "grad_norm": 2.972375209292521, "learning_rate": 2.4390243902439026e-05, - "logits/chosen": -11.4375, - "logits/rejected": -11.25, - "logps/chosen": -636.0, - "logps/rejected": -988.0, - "loss": 0.4655, - "rewards/accuracies": 0.7749999761581421, - "rewards/chosen": -1.9140625, - "rewards/margins": 1.4453125, - "rewards/rejected": -3.359375, + "logits/chosen": -13.0625, + "logits/rejected": -12.8125, + "logps/chosen": -652.0, + "logps/rejected": -1004.0, + "loss": 0.4693, + "rewards/accuracies": 0.7875000238418579, + "rewards/chosen": -2.046875, + "rewards/margins": 1.4609375, + "rewards/rejected": -3.515625, "step": 140 }, { "epoch": 0.15706806282722513, - "grad_norm": 2.4716487395797584, + "grad_norm": 2.7041561232033717, "learning_rate": 2.6132404181184672e-05, - "logits/chosen": -11.0625, - "logits/rejected": -10.875, - "logps/chosen": -672.0, - "logps/rejected": -924.0, - "loss": 0.4827, - "rewards/accuracies": 0.793749988079071, + "logits/chosen": -12.0, + "logits/rejected": -11.75, + "logps/chosen": -676.0, + "logps/rejected": -928.0, + "loss": 0.479, + "rewards/accuracies": 0.8187500238418579, "rewards/chosen": -2.5, - "rewards/margins": 1.1953125, - "rewards/rejected": -3.6875, + "rewards/margins": 1.25, + "rewards/rejected": -3.75, "step": 150 }, { "epoch": 0.16753926701570682, - "grad_norm": 2.1480232597076863, + "grad_norm": 2.087713233064345, "learning_rate": 2.7874564459930312e-05, - "logits/chosen": -12.0625, - "logits/rejected": -11.5, - "logps/chosen": -636.0, - "logps/rejected": -904.0, - "loss": 0.4591, - "rewards/accuracies": 0.8125, - "rewards/chosen": -2.453125, - "rewards/margins": 1.1875, - "rewards/rejected": -3.640625, + "logits/chosen": -11.1875, + "logits/rejected": -10.6875, + "logps/chosen": -660.0, + "logps/rejected": -932.0, + "loss": 0.4574, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -2.65625, + "rewards/margins": 1.265625, + "rewards/rejected": -3.921875, "step": 160 }, { "epoch": 0.17801047120418848, - "grad_norm": 2.585566163174424, + "grad_norm": 2.381916331427287, "learning_rate": 2.9616724738675962e-05, - "logits/chosen": -10.1875, - "logits/rejected": -9.75, - "logps/chosen": -668.0, - "logps/rejected": -1104.0, - "loss": 0.4211, - "rewards/accuracies": 0.8062499761581421, - "rewards/chosen": -2.40625, - "rewards/margins": 2.140625, - "rewards/rejected": -4.53125, + "logits/chosen": -9.125, + "logits/rejected": -8.8125, + "logps/chosen": -724.0, + "logps/rejected": -1176.0, + "loss": 0.4194, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -2.984375, + "rewards/margins": 2.28125, + "rewards/rejected": -5.28125, "step": 170 }, { "epoch": 0.18848167539267016, - "grad_norm": 2.4070574933282933, + "grad_norm": 2.527678455386163, "learning_rate": 3.13588850174216e-05, - "logits/chosen": -10.125, - "logits/rejected": -9.8125, - "logps/chosen": -712.0, - "logps/rejected": -1120.0, - "loss": 0.4303, - "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -2.71875, + "logits/chosen": -9.0, + "logits/rejected": -8.8125, + "logps/chosen": -724.0, + "logps/rejected": -1128.0, + "loss": 0.4248, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -2.875, "rewards/margins": 2.109375, - "rewards/rejected": -4.8125, + "rewards/rejected": -4.96875, "step": 180 }, { "epoch": 0.19895287958115182, - "grad_norm": 3.015118581025222, + "grad_norm": 3.03370138884052, "learning_rate": 3.310104529616725e-05, - "logits/chosen": -7.96875, - "logits/rejected": -7.96875, - "logps/chosen": -724.0, - "logps/rejected": -1104.0, - "loss": 0.4271, - "rewards/accuracies": 0.7749999761581421, - "rewards/chosen": -3.265625, - "rewards/margins": 1.8125, - "rewards/rejected": -5.0625, + "logits/chosen": -9.1875, + "logits/rejected": -9.125, + "logps/chosen": -760.0, + "logps/rejected": -1152.0, + "loss": 0.4235, + "rewards/accuracies": 0.78125, + "rewards/chosen": -3.640625, + "rewards/margins": 1.9140625, + "rewards/rejected": -5.5625, "step": 190 }, { "epoch": 0.2094240837696335, - "grad_norm": 2.379514964244399, + "grad_norm": 2.275931638108211, "learning_rate": 3.48432055749129e-05, - "logits/chosen": -6.84375, - "logits/rejected": -6.28125, - "logps/chosen": -760.0, - "logps/rejected": -1088.0, - "loss": 0.4521, + "logits/chosen": -10.5, + "logits/rejected": -10.125, + "logps/chosen": -756.0, + "logps/rejected": -1080.0, + "loss": 0.4452, "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -3.0625, - "rewards/margins": 1.5625, - "rewards/rejected": -4.625, + "rewards/chosen": -3.046875, + "rewards/margins": 1.4921875, + "rewards/rejected": -4.53125, "step": 200 }, { "epoch": 0.2094240837696335, - "eval_logits/chosen": -8.0625, - "eval_logits/rejected": -7.25, - "eval_logps/chosen": -608.0, - "eval_logps/rejected": -632.0, - "eval_loss": 0.7578906416893005, - "eval_rewards/accuracies": 0.646484375, - "eval_rewards/chosen": -2.890625, - "eval_rewards/margins": 0.53125, - "eval_rewards/rejected": -3.421875, - "eval_runtime": 46.649, - "eval_samples_per_second": 42.873, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -10.1875, + "eval_logits/rejected": -9.625, + "eval_logps/chosen": -600.0, + "eval_logps/rejected": -616.0, + "eval_loss": 0.7220468521118164, + "eval_rewards/accuracies": 0.6171875, + "eval_rewards/chosen": -2.828125, + "eval_rewards/margins": 0.443359375, + "eval_rewards/rejected": -3.28125, + "eval_runtime": 47.0795, + "eval_samples_per_second": 42.481, + "eval_steps_per_second": 0.68, "step": 200 }, { "epoch": 0.2198952879581152, - "grad_norm": 2.4380532238903907, + "grad_norm": 2.790099646654149, "learning_rate": 3.6585365853658535e-05, - "logits/chosen": -10.0, - "logits/rejected": -9.625, - "logps/chosen": -648.0, - "logps/rejected": -900.0, - "loss": 0.4556, - "rewards/accuracies": 0.7437499761581421, - "rewards/chosen": -2.8125, - "rewards/margins": 1.171875, - "rewards/rejected": -3.984375, + "logits/chosen": -10.25, + "logits/rejected": -9.9375, + "logps/chosen": -624.0, + "logps/rejected": -880.0, + "loss": 0.4422, + "rewards/accuracies": 0.78125, + "rewards/chosen": -2.609375, + "rewards/margins": 1.15625, + "rewards/rejected": -3.765625, "step": 210 }, { "epoch": 0.23036649214659685, - "grad_norm": 1.7578156817996728, + "grad_norm": 2.4445867175858362, "learning_rate": 3.8327526132404185e-05, - "logits/chosen": -11.9375, - "logits/rejected": -11.25, - "logps/chosen": -636.0, - "logps/rejected": -1012.0, - "loss": 0.4034, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": -2.171875, - "rewards/margins": 1.65625, - "rewards/rejected": -3.84375, + "logits/chosen": -9.8125, + "logits/rejected": -9.3125, + "logps/chosen": -736.0, + "logps/rejected": -1136.0, + "loss": 0.4087, + "rewards/accuracies": 0.856249988079071, + "rewards/chosen": -3.15625, + "rewards/margins": 1.90625, + "rewards/rejected": -5.0625, "step": 220 }, { "epoch": 0.24083769633507854, - "grad_norm": 2.3073288799435776, + "grad_norm": 2.189536210082279, "learning_rate": 4.006968641114983e-05, - "logits/chosen": -10.75, - "logits/rejected": -10.5625, - "logps/chosen": -740.0, - "logps/rejected": -996.0, - "loss": 0.442, - "rewards/accuracies": 0.78125, - "rewards/chosen": -3.484375, - "rewards/margins": 1.5546875, - "rewards/rejected": -5.03125, + "logits/chosen": -9.6875, + "logits/rejected": -9.625, + "logps/chosen": -716.0, + "logps/rejected": -952.0, + "loss": 0.4481, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -3.265625, + "rewards/margins": 1.3515625, + "rewards/rejected": -4.625, "step": 230 }, { "epoch": 0.2513089005235602, - "grad_norm": 2.9680533124904507, + "grad_norm": 4.83195323954807, "learning_rate": 4.181184668989547e-05, - "logits/chosen": -10.5625, - "logits/rejected": -9.875, - "logps/chosen": -704.0, - "logps/rejected": -1024.0, - "loss": 0.4366, - "rewards/accuracies": 0.8125, - "rewards/chosen": -3.328125, - "rewards/margins": 1.625, - "rewards/rejected": -4.9375, + "logits/chosen": -8.9375, + "logits/rejected": -8.375, + "logps/chosen": -760.0, + "logps/rejected": -1128.0, + "loss": 0.4543, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -3.875, + "rewards/margins": 2.09375, + "rewards/rejected": -6.0, "step": 240 }, { "epoch": 0.2617801047120419, - "grad_norm": 3.595072601390531, + "grad_norm": 2.9857595735325306, "learning_rate": 4.3554006968641115e-05, - "logits/chosen": -10.5, - "logits/rejected": -9.875, + "logits/chosen": -10.9375, + "logits/rejected": -10.5, "logps/chosen": -728.0, - "logps/rejected": -1048.0, - "loss": 0.4247, - "rewards/accuracies": 0.78125, + "logps/rejected": -1032.0, + "loss": 0.4357, + "rewards/accuracies": 0.8062499761581421, "rewards/chosen": -2.75, - "rewards/margins": 1.796875, - "rewards/rejected": -4.53125, + "rewards/margins": 1.609375, + "rewards/rejected": -4.34375, "step": 250 }, { "epoch": 0.27225130890052357, - "grad_norm": 1.870996228943309, + "grad_norm": 3.059164866934553, "learning_rate": 4.529616724738676e-05, - "logits/chosen": -9.1875, - "logits/rejected": -8.5, - "logps/chosen": -720.0, - "logps/rejected": -1152.0, - "loss": 0.4025, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -3.421875, - "rewards/margins": 2.40625, - "rewards/rejected": -5.84375, + "logits/chosen": -11.3125, + "logits/rejected": -10.6875, + "logps/chosen": -668.0, + "logps/rejected": -1064.0, + "loss": 0.4133, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -2.90625, + "rewards/margins": 2.046875, + "rewards/rejected": -4.9375, "step": 260 }, { "epoch": 0.28272251308900526, - "grad_norm": 2.051575033116394, + "grad_norm": 1.846300303313416, "learning_rate": 4.703832752613241e-05, - "logits/chosen": -11.875, - "logits/rejected": -11.3125, - "logps/chosen": -728.0, + "logits/chosen": -10.0, + "logits/rejected": -9.625, + "logps/chosen": -736.0, "logps/rejected": -1136.0, - "loss": 0.4484, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -3.53125, - "rewards/margins": 2.03125, - "rewards/rejected": -5.5625, + "loss": 0.4582, + "rewards/accuracies": 0.768750011920929, + "rewards/chosen": -3.640625, + "rewards/margins": 1.8984375, + "rewards/rejected": -5.53125, "step": 270 }, { "epoch": 0.2931937172774869, - "grad_norm": 2.4441465903872164, + "grad_norm": 2.5014181154607797, "learning_rate": 4.878048780487805e-05, - "logits/chosen": -12.9375, - "logits/rejected": -12.375, - "logps/chosen": -724.0, - "logps/rejected": -1048.0, - "loss": 0.4751, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": -3.65625, - "rewards/margins": 1.4765625, - "rewards/rejected": -5.15625, + "logits/chosen": -9.625, + "logits/rejected": -9.4375, + "logps/chosen": -696.0, + "logps/rejected": -1020.0, + "loss": 0.4562, + "rewards/accuracies": 0.8374999761581421, + "rewards/chosen": -3.375, + "rewards/margins": 1.484375, + "rewards/rejected": -4.84375, "step": 280 }, { "epoch": 0.3036649214659686, - "grad_norm": 2.626048297305558, + "grad_norm": 2.3279926698388334, "learning_rate": 4.999983293481418e-05, - "logits/chosen": -12.25, - "logits/rejected": -12.4375, - "logps/chosen": -696.0, - "logps/rejected": -1064.0, - "loss": 0.4388, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -3.109375, - "rewards/margins": 1.640625, - "rewards/rejected": -4.75, + "logits/chosen": -8.9375, + "logits/rejected": -9.0625, + "logps/chosen": -820.0, + "logps/rejected": -1184.0, + "loss": 0.4449, + "rewards/accuracies": 0.78125, + "rewards/chosen": -4.34375, + "rewards/margins": 1.6015625, + "rewards/rejected": -5.96875, "step": 290 }, { "epoch": 0.31413612565445026, - "grad_norm": 2.7792476826298977, + "grad_norm": 2.8143471281423187, "learning_rate": 4.9996862949181595e-05, - "logits/chosen": -12.8125, - "logits/rejected": -12.8125, - "logps/chosen": -692.0, - "logps/rejected": -1064.0, - "loss": 0.4267, - "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -2.84375, - "rewards/margins": 2.0, - "rewards/rejected": -4.84375, + "logits/chosen": -9.3125, + "logits/rejected": -8.75, + "logps/chosen": -760.0, + "logps/rejected": -1120.0, + "loss": 0.4197, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -3.515625, + "rewards/margins": 1.8828125, + "rewards/rejected": -5.40625, "step": 300 }, { "epoch": 0.31413612565445026, - "eval_logits/chosen": -14.0, - "eval_logits/rejected": -13.875, - "eval_logps/chosen": -564.0, - "eval_logps/rejected": -584.0, - "eval_loss": 0.7476093769073486, - "eval_rewards/accuracies": 0.5859375, - "eval_rewards/chosen": -2.453125, - "eval_rewards/margins": 0.515625, - "eval_rewards/rejected": -2.96875, - "eval_runtime": 46.6053, - "eval_samples_per_second": 42.914, - "eval_steps_per_second": 0.687, + "eval_logits/chosen": -8.375, + "eval_logits/rejected": -7.5, + "eval_logps/chosen": -716.0, + "eval_logps/rejected": -748.0, + "eval_loss": 0.7965937256813049, + "eval_rewards/accuracies": 0.60546875, + "eval_rewards/chosen": -3.984375, + "eval_rewards/margins": 0.61328125, + "eval_rewards/rejected": -4.59375, + "eval_runtime": 47.0746, + "eval_samples_per_second": 42.486, + "eval_steps_per_second": 0.68, "step": 300 }, { "epoch": 0.32460732984293195, - "grad_norm": 2.7275392603478785, + "grad_norm": 3.3412549989746747, "learning_rate": 4.9990180911526896e-05, - "logits/chosen": -14.25, - "logits/rejected": -13.8125, - "logps/chosen": -648.0, - "logps/rejected": -984.0, - "loss": 0.4152, - "rewards/accuracies": 0.78125, - "rewards/chosen": -2.765625, - "rewards/margins": 1.6328125, - "rewards/rejected": -4.40625, + "logits/chosen": -8.75, + "logits/rejected": -8.375, + "logps/chosen": -868.0, + "logps/rejected": -1232.0, + "loss": 0.4075, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.96875, + "rewards/margins": 1.890625, + "rewards/rejected": -6.84375, "step": 310 }, { "epoch": 0.33507853403141363, - "grad_norm": 2.2853171512095245, + "grad_norm": 2.190128732250711, "learning_rate": 4.997978781413745e-05, - "logits/chosen": -11.9375, - "logits/rejected": -11.125, - "logps/chosen": -880.0, - "logps/rejected": -1208.0, - "loss": 0.4604, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -4.34375, - "rewards/margins": 2.15625, - "rewards/rejected": -6.5, + "logits/chosen": -9.5625, + "logits/rejected": -9.1875, + "logps/chosen": -920.0, + "logps/rejected": -1232.0, + "loss": 0.4571, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -4.78125, + "rewards/margins": 1.9453125, + "rewards/rejected": -6.71875, "step": 320 }, { "epoch": 0.34554973821989526, - "grad_norm": 3.537133265761021, + "grad_norm": 3.536254358142373, "learning_rate": 4.996568520039565e-05, - "logits/chosen": -11.8125, - "logits/rejected": -11.3125, - "logps/chosen": -692.0, - "logps/rejected": -1080.0, - "loss": 0.4257, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -2.78125, - "rewards/margins": 2.03125, - "rewards/rejected": -4.8125, + "logits/chosen": -11.3125, + "logits/rejected": -10.6875, + "logps/chosen": -704.0, + "logps/rejected": -1104.0, + "loss": 0.4034, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -2.921875, + "rewards/margins": 2.078125, + "rewards/rejected": -5.0, "step": 330 }, { "epoch": 0.35602094240837695, - "grad_norm": 3.0781821409502292, + "grad_norm": 2.893960585920598, "learning_rate": 4.994787516454973e-05, - "logits/chosen": -10.0, - "logits/rejected": -9.5, + "logits/chosen": -11.5625, + "logits/rejected": -10.875, "logps/chosen": -800.0, - "logps/rejected": -1120.0, - "loss": 0.4442, - "rewards/accuracies": 0.8062499761581421, + "logps/rejected": -1096.0, + "loss": 0.447, + "rewards/accuracies": 0.800000011920929, "rewards/chosen": -4.03125, - "rewards/margins": 1.9609375, - "rewards/rejected": -6.0, + "rewards/margins": 1.8203125, + "rewards/rejected": -5.84375, "step": 340 }, { "epoch": 0.36649214659685864, - "grad_norm": 3.330156216164261, + "grad_norm": 3.96725204340208, "learning_rate": 4.992636035140273e-05, - "logits/chosen": -13.5, - "logits/rejected": -12.9375, - "logps/chosen": -684.0, - "logps/rejected": -1136.0, - "loss": 0.4478, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -3.171875, + "logits/chosen": -13.4375, + "logits/rejected": -12.8125, + "logps/chosen": -796.0, + "logps/rejected": -1248.0, + "loss": 0.4506, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -4.3125, "rewards/margins": 2.21875, - "rewards/rejected": -5.40625, + "rewards/rejected": -6.53125, "step": 350 }, { "epoch": 0.3769633507853403, - "grad_norm": 3.0358447044225856, + "grad_norm": 2.8513490162823105, "learning_rate": 4.99011439559198e-05, - "logits/chosen": -12.6875, - "logits/rejected": -12.0, - "logps/chosen": -756.0, - "logps/rejected": -1064.0, - "loss": 0.4195, - "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -3.53125, - "rewards/margins": 1.65625, - "rewards/rejected": -5.1875, + "logits/chosen": -12.5, + "logits/rejected": -11.875, + "logps/chosen": -792.0, + "logps/rejected": -1072.0, + "loss": 0.4222, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -3.90625, + "rewards/margins": 1.4296875, + "rewards/rejected": -5.34375, "step": 360 }, { "epoch": 0.387434554973822, - "grad_norm": 3.4866944987496185, + "grad_norm": 3.302024051268013, "learning_rate": 4.987222972275369e-05, - "logits/chosen": -8.9375, - "logits/rejected": -7.90625, - "logps/chosen": -916.0, - "logps/rejected": -1296.0, - "loss": 0.3793, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": -5.25, - "rewards/margins": 2.171875, - "rewards/rejected": -7.4375, + "logits/chosen": -9.8125, + "logits/rejected": -8.8125, + "logps/chosen": -956.0, + "logps/rejected": -1384.0, + "loss": 0.3879, + "rewards/accuracies": 0.8500000238418579, + "rewards/chosen": -5.65625, + "rewards/margins": 2.671875, + "rewards/rejected": -8.3125, "step": 370 }, { "epoch": 0.39790575916230364, - "grad_norm": 2.190025890508139, + "grad_norm": 2.1576846738942814, "learning_rate": 4.983962194568872e-05, - "logits/chosen": -9.3125, - "logits/rejected": -7.9375, - "logps/chosen": -860.0, - "logps/rejected": -1448.0, - "loss": 0.4388, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": -4.5, - "rewards/margins": 2.671875, - "rewards/rejected": -7.1875, + "logits/chosen": -9.25, + "logits/rejected": -8.125, + "logps/chosen": -824.0, + "logps/rejected": -1408.0, + "loss": 0.45, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -4.125, + "rewards/margins": 2.640625, + "rewards/rejected": -6.78125, "step": 380 }, { "epoch": 0.4083769633507853, - "grad_norm": 2.8930455017260517, + "grad_norm": 2.7628662083416833, "learning_rate": 4.9803325467003084e-05, - "logits/chosen": -10.5, - "logits/rejected": -9.0, - "logps/chosen": -872.0, - "logps/rejected": -1368.0, - "loss": 0.4152, - "rewards/accuracies": 0.768750011920929, - "rewards/chosen": -4.5625, - "rewards/margins": 2.421875, - "rewards/rejected": -6.96875, + "logits/chosen": -11.125, + "logits/rejected": -9.875, + "logps/chosen": -756.0, + "logps/rejected": -1224.0, + "loss": 0.4251, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -3.40625, + "rewards/margins": 2.125, + "rewards/rejected": -5.5625, "step": 390 }, { "epoch": 0.418848167539267, - "grad_norm": 2.187787713170407, + "grad_norm": 2.108113678780066, "learning_rate": 4.9763345676749816e-05, - "logits/chosen": -12.875, - "logits/rejected": -12.0, - "logps/chosen": -720.0, - "logps/rejected": -1032.0, - "loss": 0.4431, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -3.296875, - "rewards/margins": 1.6640625, - "rewards/rejected": -4.96875, + "logits/chosen": -10.875, + "logits/rejected": -10.25, + "logps/chosen": -772.0, + "logps/rejected": -1072.0, + "loss": 0.4624, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -3.8125, + "rewards/margins": 1.5546875, + "rewards/rejected": -5.375, "step": 400 }, { "epoch": 0.418848167539267, - "eval_logits/chosen": -13.25, - "eval_logits/rejected": -12.5, - "eval_logps/chosen": -600.0, - "eval_logps/rejected": -616.0, - "eval_loss": 0.7253437638282776, - "eval_rewards/accuracies": 0.625, - "eval_rewards/chosen": -2.8125, - "eval_rewards/margins": 0.478515625, - "eval_rewards/rejected": -3.28125, - "eval_runtime": 46.6362, - "eval_samples_per_second": 42.885, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -12.3125, + "eval_logits/rejected": -11.3125, + "eval_logps/chosen": -676.0, + "eval_logps/rejected": -692.0, + "eval_loss": 0.7233437299728394, + "eval_rewards/accuracies": 0.60546875, + "eval_rewards/chosen": -3.5625, + "eval_rewards/margins": 0.494140625, + "eval_rewards/rejected": -4.0625, + "eval_runtime": 47.2245, + "eval_samples_per_second": 42.351, + "eval_steps_per_second": 0.678, "step": 400 }, { "epoch": 0.4293193717277487, - "grad_norm": 3.143613213782077, + "grad_norm": 2.565615926912782, "learning_rate": 4.9719688511956374e-05, - "logits/chosen": -11.125, - "logits/rejected": -10.0, - "logps/chosen": -844.0, - "logps/rejected": -1256.0, - "loss": 0.4186, - "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -4.21875, - "rewards/margins": 2.171875, - "rewards/rejected": -6.375, + "logits/chosen": -11.75, + "logits/rejected": -10.6875, + "logps/chosen": -864.0, + "logps/rejected": -1280.0, + "loss": 0.4033, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -4.40625, + "rewards/margins": 2.234375, + "rewards/rejected": -6.65625, "step": 410 }, { "epoch": 0.4397905759162304, - "grad_norm": 2.6074737431180868, + "grad_norm": 2.5736428925524395, "learning_rate": 4.967236045574294e-05, - "logits/chosen": -9.3125, - "logits/rejected": -8.1875, - "logps/chosen": -892.0, - "logps/rejected": -1352.0, - "loss": 0.4162, - "rewards/accuracies": 0.84375, - "rewards/chosen": -4.875, - "rewards/margins": 2.578125, - "rewards/rejected": -7.46875, + "logits/chosen": -9.9375, + "logits/rejected": -8.5625, + "logps/chosen": -912.0, + "logps/rejected": -1384.0, + "loss": 0.4054, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -5.09375, + "rewards/margins": 2.640625, + "rewards/rejected": -7.75, "step": 420 }, { "epoch": 0.450261780104712, - "grad_norm": 2.5927675012838436, + "grad_norm": 2.859187192915181, "learning_rate": 4.96213685363597e-05, - "logits/chosen": -11.125, - "logits/rejected": -10.25, - "logps/chosen": -664.0, - "logps/rejected": -1040.0, - "loss": 0.4354, - "rewards/accuracies": 0.78125, - "rewards/chosen": -2.65625, - "rewards/margins": 1.8125, - "rewards/rejected": -4.46875, + "logits/chosen": -9.75, + "logits/rejected": -9.0, + "logps/chosen": -780.0, + "logps/rejected": -1168.0, + "loss": 0.4254, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -3.84375, + "rewards/margins": 1.8828125, + "rewards/rejected": -5.75, "step": 430 }, { "epoch": 0.4607329842931937, - "grad_norm": 4.075753485824123, + "grad_norm": 3.254685782656208, "learning_rate": 4.956672032614315e-05, - "logits/chosen": -11.3125, - "logits/rejected": -10.4375, - "logps/chosen": -720.0, - "logps/rejected": -1112.0, - "loss": 0.4449, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -3.03125, - "rewards/margins": 1.6484375, - "rewards/rejected": -4.6875, + "logits/chosen": -10.3125, + "logits/rejected": -9.625, + "logps/chosen": -812.0, + "logps/rejected": -1232.0, + "loss": 0.4422, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -3.984375, + "rewards/margins": 1.8984375, + "rewards/rejected": -5.875, "step": 440 }, { "epoch": 0.4712041884816754, - "grad_norm": 2.4855696283828825, + "grad_norm": 2.575491895393729, "learning_rate": 4.950842394039157e-05, - "logits/chosen": -11.0625, - "logits/rejected": -9.8125, - "logps/chosen": -796.0, - "logps/rejected": -1248.0, - "loss": 0.3663, - "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -4.09375, - "rewards/margins": 2.484375, - "rewards/rejected": -6.5625, + "logits/chosen": -11.1875, + "logits/rejected": -10.3125, + "logps/chosen": -788.0, + "logps/rejected": -1256.0, + "loss": 0.3665, + "rewards/accuracies": 0.84375, + "rewards/chosen": -4.0, + "rewards/margins": 2.703125, + "rewards/rejected": -6.71875, "step": 450 }, { "epoch": 0.4816753926701571, - "grad_norm": 3.5901906362277423, + "grad_norm": 3.297298961632602, "learning_rate": 4.944648803615994e-05, - "logits/chosen": -12.0, - "logits/rejected": -10.25, - "logps/chosen": -792.0, - "logps/rejected": -1376.0, - "loss": 0.3751, - "rewards/accuracies": 0.856249988079071, - "rewards/chosen": -3.84375, - "rewards/margins": 3.125, - "rewards/rejected": -6.96875, + "logits/chosen": -8.8125, + "logits/rejected": -7.5625, + "logps/chosen": -900.0, + "logps/rejected": -1504.0, + "loss": 0.3571, + "rewards/accuracies": 0.875, + "rewards/chosen": -4.90625, + "rewards/margins": 3.390625, + "rewards/rejected": -8.3125, "step": 460 }, { "epoch": 0.49214659685863876, - "grad_norm": 4.229699088239283, + "grad_norm": 3.2052642555898516, "learning_rate": 4.938092181097433e-05, - "logits/chosen": -10.6875, - "logits/rejected": -9.5625, - "logps/chosen": -968.0, - "logps/rejected": -1560.0, - "loss": 0.367, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": -5.625, - "rewards/margins": 4.09375, - "rewards/rejected": -9.75, + "logits/chosen": -7.5625, + "logits/rejected": -6.84375, + "logps/chosen": -1008.0, + "logps/rejected": -1576.0, + "loss": 0.3558, + "rewards/accuracies": 0.862500011920929, + "rewards/chosen": -6.0625, + "rewards/margins": 3.78125, + "rewards/rejected": -9.875, "step": 470 }, { "epoch": 0.5026178010471204, - "grad_norm": 4.235572521712871, + "grad_norm": 5.923067620926881, "learning_rate": 4.931173500146607e-05, - "logits/chosen": -11.8125, - "logits/rejected": -10.75, - "logps/chosen": -876.0, - "logps/rejected": -1456.0, - "loss": 0.3744, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -5.0, - "rewards/margins": 3.265625, - "rewards/rejected": -8.25, + "logits/chosen": -8.6875, + "logits/rejected": -7.78125, + "logps/chosen": -940.0, + "logps/rejected": -1576.0, + "loss": 0.3837, + "rewards/accuracies": 0.8374999761581421, + "rewards/chosen": -5.625, + "rewards/margins": 3.875, + "rewards/rejected": -9.5, "step": 480 }, { "epoch": 0.5130890052356021, - "grad_norm": 2.062653503774281, + "grad_norm": 2.1013028895144013, "learning_rate": 4.923893788192582e-05, - "logits/chosen": -12.5625, - "logits/rejected": -11.375, - "logps/chosen": -756.0, - "logps/rejected": -1176.0, - "loss": 0.3873, - "rewards/accuracies": 0.762499988079071, - "rewards/chosen": -3.546875, - "rewards/margins": 2.28125, - "rewards/rejected": -5.84375, + "logits/chosen": -8.5625, + "logits/rejected": -7.625, + "logps/chosen": -920.0, + "logps/rejected": -1456.0, + "loss": 0.4372, + "rewards/accuracies": 0.75, + "rewards/chosen": -5.1875, + "rewards/margins": 3.5, + "rewards/rejected": -8.6875, "step": 490 }, { "epoch": 0.5235602094240838, - "grad_norm": 3.230603689468994, + "grad_norm": 2.698247192834292, "learning_rate": 4.9162541262777906e-05, - "logits/chosen": -8.875, - "logits/rejected": -8.1875, - "logps/chosen": -928.0, - "logps/rejected": -1368.0, - "loss": 0.3779, - "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -5.09375, - "rewards/margins": 2.828125, - "rewards/rejected": -7.90625, + "logits/chosen": -10.125, + "logits/rejected": -8.9375, + "logps/chosen": -820.0, + "logps/rejected": -1216.0, + "loss": 0.373, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -4.0, + "rewards/margins": 2.34375, + "rewards/rejected": -6.34375, "step": 500 }, { "epoch": 0.5235602094240838, - "eval_logits/chosen": -6.1875, - "eval_logits/rejected": -5.03125, - "eval_logps/chosen": -932.0, - "eval_logps/rejected": -984.0, - "eval_loss": 0.9410781264305115, - "eval_rewards/accuracies": 0.611328125, - "eval_rewards/chosen": -6.125, - "eval_rewards/margins": 0.81640625, - "eval_rewards/rejected": -6.9375, - "eval_runtime": 46.6393, - "eval_samples_per_second": 42.882, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -8.6875, + "eval_logits/rejected": -7.3125, + "eval_logps/chosen": -768.0, + "eval_logps/rejected": -808.0, + "eval_loss": 0.8017343878746033, + "eval_rewards/accuracies": 0.626953125, + "eval_rewards/chosen": -4.5, + "eval_rewards/margins": 0.67578125, + "eval_rewards/rejected": -5.1875, + "eval_runtime": 47.0783, + "eval_samples_per_second": 42.482, + "eval_steps_per_second": 0.68, "step": 500 }, { "epoch": 0.5340314136125655, - "grad_norm": 2.5514470548349597, + "grad_norm": 3.41827119232801, "learning_rate": 4.90825564889749e-05, - "logits/chosen": -9.9375, - "logits/rejected": -9.125, - "logps/chosen": -936.0, - "logps/rejected": -1272.0, - "loss": 0.3914, - "rewards/accuracies": 0.78125, - "rewards/chosen": -4.96875, - "rewards/margins": 2.390625, - "rewards/rejected": -7.34375, + "logits/chosen": -9.125, + "logits/rejected": -8.4375, + "logps/chosen": -980.0, + "logps/rejected": -1288.0, + "loss": 0.4038, + "rewards/accuracies": 0.75, + "rewards/chosen": -5.40625, + "rewards/margins": 2.0625, + "rewards/rejected": -7.4375, "step": 510 }, { "epoch": 0.5445026178010471, - "grad_norm": 2.188835884226418, + "grad_norm": 2.440591801688025, "learning_rate": 4.899899543831288e-05, - "logits/chosen": -13.375, - "logits/rejected": -12.5, - "logps/chosen": -892.0, - "logps/rejected": -1232.0, - "loss": 0.4224, - "rewards/accuracies": 0.762499988079071, - "rewards/chosen": -4.5625, - "rewards/margins": 2.3125, - "rewards/rejected": -6.875, + "logits/chosen": -10.9375, + "logits/rejected": -9.75, + "logps/chosen": -952.0, + "logps/rejected": -1336.0, + "loss": 0.3826, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -5.15625, + "rewards/margins": 2.78125, + "rewards/rejected": -7.96875, "step": 520 }, { "epoch": 0.5549738219895288, - "grad_norm": 2.7520949733051654, + "grad_norm": 3.4988940244923685, "learning_rate": 4.891187051966765e-05, - "logits/chosen": -13.125, - "logits/rejected": -12.6875, - "logps/chosen": -964.0, - "logps/rejected": -1272.0, - "loss": 0.4319, + "logits/chosen": -11.75, + "logits/rejected": -11.0625, + "logps/chosen": -960.0, + "logps/rejected": -1312.0, + "loss": 0.417, "rewards/accuracies": 0.800000011920929, "rewards/chosen": -5.34375, - "rewards/margins": 1.828125, - "rewards/rejected": -7.15625, + "rewards/margins": 2.25, + "rewards/rejected": -7.59375, "step": 530 }, { "epoch": 0.5654450261780105, - "grad_norm": 2.4954303956563937, + "grad_norm": 2.7529177257956894, "learning_rate": 4.882119467115191e-05, - "logits/chosen": -14.5625, - "logits/rejected": -13.6875, - "logps/chosen": -844.0, - "logps/rejected": -1240.0, - "loss": 0.3697, - "rewards/accuracies": 0.824999988079071, - "rewards/chosen": -4.4375, - "rewards/margins": 2.234375, - "rewards/rejected": -6.6875, + "logits/chosen": -12.1875, + "logits/rejected": -11.5, + "logps/chosen": -940.0, + "logps/rejected": -1344.0, + "loss": 0.3729, + "rewards/accuracies": 0.7875000238418579, + "rewards/chosen": -5.375, + "rewards/margins": 2.3125, + "rewards/rejected": -7.6875, "step": 540 }, { "epoch": 0.5759162303664922, - "grad_norm": 2.6039466335594126, + "grad_norm": 2.9444958471125102, "learning_rate": 4.872698135819402e-05, - "logits/chosen": -13.5625, - "logits/rejected": -11.9375, - "logps/chosen": -888.0, - "logps/rejected": -1368.0, - "loss": 0.3893, - "rewards/accuracies": 0.800000011920929, - "rewards/chosen": -4.9375, - "rewards/margins": 2.453125, - "rewards/rejected": -7.375, + "logits/chosen": -13.0625, + "logits/rejected": -12.125, + "logps/chosen": -848.0, + "logps/rejected": -1304.0, + "loss": 0.384, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -4.53125, + "rewards/margins": 2.171875, + "rewards/rejected": -6.71875, "step": 550 }, { "epoch": 0.5863874345549738, - "grad_norm": 3.065716722713571, + "grad_norm": 2.164423145904123, "learning_rate": 4.862924457153831e-05, - "logits/chosen": -11.25, - "logits/rejected": -9.625, - "logps/chosen": -832.0, - "logps/rejected": -1344.0, - "loss": 0.3948, + "logits/chosen": -12.6875, + "logits/rejected": -11.5, + "logps/chosen": -772.0, + "logps/rejected": -1264.0, + "loss": 0.3553, "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": -4.90625, - "rewards/margins": 2.859375, - "rewards/rejected": -7.78125, + "rewards/chosen": -4.34375, + "rewards/margins": 2.640625, + "rewards/rejected": -6.96875, "step": 560 }, { "epoch": 0.5968586387434555, - "grad_norm": 2.2845184054681145, + "grad_norm": 2.5427492500745785, "learning_rate": 4.8527998825167484e-05, - "logits/chosen": -10.375, - "logits/rejected": -9.0, - "logps/chosen": -912.0, - "logps/rejected": -1416.0, - "loss": 0.35, - "rewards/accuracies": 0.856249988079071, - "rewards/chosen": -5.375, - "rewards/margins": 2.859375, - "rewards/rejected": -8.25, + "logits/chosen": -9.8125, + "logits/rejected": -8.6875, + "logps/chosen": -960.0, + "logps/rejected": -1448.0, + "loss": 0.3727, + "rewards/accuracies": 0.8125, + "rewards/chosen": -5.8125, + "rewards/margins": 2.78125, + "rewards/rejected": -8.625, "step": 570 }, { "epoch": 0.6073298429319371, - "grad_norm": 4.388822740607571, + "grad_norm": 2.8173384255067138, "learning_rate": 4.842325915414728e-05, - "logits/chosen": -10.1875, - "logits/rejected": -8.5625, - "logps/chosen": -856.0, - "logps/rejected": -1232.0, - "loss": 0.3959, - "rewards/accuracies": 0.875, - "rewards/chosen": -4.9375, - "rewards/margins": 2.375, - "rewards/rejected": -7.3125, + "logits/chosen": -9.0, + "logits/rejected": -7.90625, + "logps/chosen": -788.0, + "logps/rejected": -1128.0, + "loss": 0.3916, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -4.28125, + "rewards/margins": 1.9609375, + "rewards/rejected": -6.25, "step": 580 }, { "epoch": 0.6178010471204188, - "grad_norm": 3.596658754192997, + "grad_norm": 4.092750582522732, "learning_rate": 4.831504111239373e-05, - "logits/chosen": -11.875, - "logits/rejected": -10.4375, - "logps/chosen": -956.0, - "logps/rejected": -1504.0, - "loss": 0.3597, - "rewards/accuracies": 0.8687499761581421, - "rewards/chosen": -5.375, - "rewards/margins": 2.796875, - "rewards/rejected": -8.1875, + "logits/chosen": -9.625, + "logits/rejected": -8.5625, + "logps/chosen": -976.0, + "logps/rejected": -1560.0, + "loss": 0.3583, + "rewards/accuracies": 0.8812500238418579, + "rewards/chosen": -5.59375, + "rewards/margins": 3.140625, + "rewards/rejected": -8.75, "step": 590 }, { "epoch": 0.6282722513089005, - "grad_norm": 3.65379678588694, + "grad_norm": 2.2019812207382214, "learning_rate": 4.8203360770363425e-05, - "logits/chosen": -12.625, - "logits/rejected": -11.3125, - "logps/chosen": -1056.0, - "logps/rejected": -1624.0, - "loss": 0.404, - "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -6.5, - "rewards/margins": 3.90625, - "rewards/rejected": -10.375, + "logits/chosen": -10.25, + "logits/rejected": -9.3125, + "logps/chosen": -984.0, + "logps/rejected": -1456.0, + "loss": 0.418, + "rewards/accuracies": 0.8125, + "rewards/chosen": -5.78125, + "rewards/margins": 2.953125, + "rewards/rejected": -8.75, "step": 600 }, { "epoch": 0.6282722513089005, - "eval_logits/chosen": -12.875, - "eval_logits/rejected": -11.6875, - "eval_logps/chosen": -840.0, - "eval_logps/rejected": -892.0, - "eval_loss": 0.8501093983650208, - "eval_rewards/accuracies": 0.615234375, - "eval_rewards/chosen": -5.21875, - "eval_rewards/margins": 0.8359375, - "eval_rewards/rejected": -6.0625, - "eval_runtime": 46.6125, - "eval_samples_per_second": 42.907, - "eval_steps_per_second": 0.687, + "eval_logits/chosen": -11.0, + "eval_logits/rejected": -9.8125, + "eval_logps/chosen": -768.0, + "eval_logps/rejected": -816.0, + "eval_loss": 0.8380625247955322, + "eval_rewards/accuracies": 0.61328125, + "eval_rewards/chosen": -4.46875, + "eval_rewards/margins": 0.78125, + "eval_rewards/rejected": -5.28125, + "eval_runtime": 47.079, + "eval_samples_per_second": 42.482, + "eval_steps_per_second": 0.68, "step": 600 }, { "epoch": 0.6387434554973822, - "grad_norm": 3.0781320586208816, + "grad_norm": 3.716517958121969, "learning_rate": 4.808823471266702e-05, - "logits/chosen": -13.5, - "logits/rejected": -12.0625, - "logps/chosen": -804.0, + "logits/chosen": -11.5625, + "logits/rejected": -10.25, + "logps/chosen": -816.0, "logps/rejected": -1296.0, - "loss": 0.3622, - "rewards/accuracies": 0.831250011920929, - "rewards/chosen": -4.125, - "rewards/margins": 2.78125, - "rewards/rejected": -6.875, + "loss": 0.3654, + "rewards/accuracies": 0.875, + "rewards/chosen": -4.21875, + "rewards/margins": 2.703125, + "rewards/rejected": -6.90625, "step": 610 }, { "epoch": 0.6492146596858639, - "grad_norm": 3.5301284845661636, + "grad_norm": 3.753413187168972, "learning_rate": 4.796968003560639e-05, - "logits/chosen": -13.0625, - "logits/rejected": -11.5, - "logps/chosen": -784.0, - "logps/rejected": -1240.0, - "loss": 0.4145, + "logits/chosen": -12.5625, + "logits/rejected": -11.0, + "logps/chosen": -892.0, + "logps/rejected": -1352.0, + "loss": 0.452, "rewards/accuracies": 0.800000011920929, - "rewards/chosen": -3.78125, - "rewards/margins": 2.40625, - "rewards/rejected": -6.1875, + "rewards/chosen": -4.875, + "rewards/margins": 2.53125, + "rewards/rejected": -7.375, "step": 620 }, { "epoch": 0.6596858638743456, - "grad_norm": 2.047298790167175, + "grad_norm": 2.062359612493287, "learning_rate": 4.7847714344635864e-05, - "logits/chosen": -13.875, - "logits/rejected": -12.5, - "logps/chosen": -680.0, - "logps/rejected": -1032.0, - "loss": 0.406, - "rewards/accuracies": 0.762499988079071, - "rewards/chosen": -2.96875, - "rewards/margins": 2.09375, - "rewards/rejected": -5.0625, + "logits/chosen": -14.6875, + "logits/rejected": -13.75, + "logps/chosen": -800.0, + "logps/rejected": -1160.0, + "loss": 0.4173, + "rewards/accuracies": 0.78125, + "rewards/chosen": -4.15625, + "rewards/margins": 2.1875, + "rewards/rejected": -6.34375, "step": 630 }, { "epoch": 0.6701570680628273, - "grad_norm": 4.0714597435744775, + "grad_norm": 3.124870807293616, "learning_rate": 4.772235575174776e-05, - "logits/chosen": -11.0, - "logits/rejected": -9.625, - "logps/chosen": -912.0, - "logps/rejected": -1328.0, - "loss": 0.3977, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -4.78125, - "rewards/margins": 2.71875, - "rewards/rejected": -7.5, + "logits/chosen": -13.625, + "logits/rejected": -13.125, + "logps/chosen": -972.0, + "logps/rejected": -1336.0, + "loss": 0.3992, + "rewards/accuracies": 0.731249988079071, + "rewards/chosen": -5.40625, + "rewards/margins": 2.140625, + "rewards/rejected": -7.53125, "step": 640 }, { "epoch": 0.680628272251309, - "grad_norm": 2.8763490652298307, + "grad_norm": 2.499316818622552, "learning_rate": 4.7593622872782754e-05, - "logits/chosen": -12.1875, - "logits/rejected": -11.4375, - "logps/chosen": -768.0, - "logps/rejected": -1128.0, - "loss": 0.4176, - "rewards/accuracies": 0.8125, - "rewards/chosen": -3.828125, - "rewards/margins": 2.0625, - "rewards/rejected": -5.90625, + "logits/chosen": -12.75, + "logits/rejected": -11.875, + "logps/chosen": -924.0, + "logps/rejected": -1320.0, + "loss": 0.4004, + "rewards/accuracies": 0.7749999761581421, + "rewards/chosen": -5.375, + "rewards/margins": 2.4375, + "rewards/rejected": -7.8125, "step": 650 }, { "epoch": 0.6910994764397905, - "grad_norm": 2.8331813022174526, + "grad_norm": 3.1708092646053587, "learning_rate": 4.746153482466542e-05, - "logits/chosen": -14.6875, - "logits/rejected": -14.0, - "logps/chosen": -608.0, - "logps/rejected": -936.0, - "loss": 0.4262, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -2.25, - "rewards/margins": 1.796875, - "rewards/rejected": -4.03125, + "logits/chosen": -11.3125, + "logits/rejected": -10.0625, + "logps/chosen": -796.0, + "logps/rejected": -1160.0, + "loss": 0.4005, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -4.125, + "rewards/margins": 2.15625, + "rewards/rejected": -6.28125, "step": 660 }, { "epoch": 0.7015706806282722, - "grad_norm": 6.667894055354915, + "grad_norm": 2.739188543095194, "learning_rate": 4.732611122256537e-05, - "logits/chosen": -13.625, - "logits/rejected": -12.625, - "logps/chosen": -840.0, - "logps/rejected": -1264.0, - "loss": 0.3821, - "rewards/accuracies": 0.793749988079071, - "rewards/chosen": -4.0625, - "rewards/margins": 3.0625, - "rewards/rejected": -7.125, + "logits/chosen": -8.0625, + "logits/rejected": -7.1875, + "logps/chosen": -1088.0, + "logps/rejected": -1456.0, + "loss": 0.3637, + "rewards/accuracies": 0.8062499761581421, + "rewards/chosen": -6.5, + "rewards/margins": 2.546875, + "rewards/rejected": -9.0, "step": 670 }, { "epoch": 0.7120418848167539, - "grad_norm": 2.290520094156181, + "grad_norm": 2.0506422048897694, "learning_rate": 4.718737217698435e-05, - "logits/chosen": -11.9375, - "logits/rejected": -10.8125, - "logps/chosen": -784.0, - "logps/rejected": -1272.0, - "loss": 0.422, - "rewards/accuracies": 0.8374999761581421, - "rewards/chosen": -4.03125, - "rewards/margins": 2.734375, - "rewards/rejected": -6.75, + "logits/chosen": -8.9375, + "logits/rejected": -8.125, + "logps/chosen": -868.0, + "logps/rejected": -1296.0, + "loss": 0.4323, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -4.875, + "rewards/margins": 2.125, + "rewards/rejected": -7.0, "step": 680 }, { "epoch": 0.7225130890052356, - "grad_norm": 2.3939624094729393, + "grad_norm": 2.2563511617718204, "learning_rate": 4.704533829076982e-05, - "logits/chosen": -12.375, - "logits/rejected": -11.4375, - "logps/chosen": -760.0, - "logps/rejected": -1184.0, - "loss": 0.3652, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": -3.65625, - "rewards/margins": 2.140625, - "rewards/rejected": -5.78125, + "logits/chosen": -11.875, + "logits/rejected": -10.875, + "logps/chosen": -788.0, + "logps/rejected": -1216.0, + "loss": 0.3888, + "rewards/accuracies": 0.84375, + "rewards/chosen": -3.90625, + "rewards/margins": 2.25, + "rewards/rejected": -6.15625, "step": 690 }, { "epoch": 0.7329842931937173, - "grad_norm": 2.671835002723019, + "grad_norm": 2.796314845940636, "learning_rate": 4.6900030656055455e-05, - "logits/chosen": -11.4375, - "logits/rejected": -10.25, - "logps/chosen": -788.0, - "logps/rejected": -1136.0, - "loss": 0.3834, - "rewards/accuracies": 0.8062499761581421, - "rewards/chosen": -3.796875, - "rewards/margins": 2.0625, - "rewards/rejected": -5.875, - "step": 700 - }, - { + "logits/chosen": -12.0625, + "logits/rejected": -11.0, + "logps/chosen": -800.0, + "logps/rejected": -1160.0, + "loss": 0.4, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -3.90625, + "rewards/margins": 2.203125, + "rewards/rejected": -6.125, + "step": 700 + }, + { "epoch": 0.7329842931937173, - "eval_logits/chosen": -8.625, - "eval_logits/rejected": -7.15625, - "eval_logps/chosen": -744.0, - "eval_logps/rejected": -808.0, - "eval_loss": 0.8127187490463257, - "eval_rewards/accuracies": 0.626953125, - "eval_rewards/chosen": -4.25, - "eval_rewards/margins": 0.9609375, - "eval_rewards/rejected": -5.21875, - "eval_runtime": 46.6384, - "eval_samples_per_second": 42.883, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -11.6875, + "eval_logits/rejected": -10.75, + "eval_logps/chosen": -752.0, + "eval_logps/rejected": -800.0, + "eval_loss": 0.7899531126022339, + "eval_rewards/accuracies": 0.646484375, + "eval_rewards/chosen": -4.3125, + "eval_rewards/margins": 0.80078125, + "eval_rewards/rejected": -5.125, + "eval_runtime": 47.0119, + "eval_samples_per_second": 42.542, + "eval_steps_per_second": 0.681, "step": 700 }, { "epoch": 0.743455497382199, - "grad_norm": 3.0168388208465706, + "grad_norm": 2.5923435233959697, "learning_rate": 4.6751470851128906e-05, - "logits/chosen": -10.25, - "logits/rejected": -9.0, - "logps/chosen": -796.0, - "logps/rejected": -1256.0, - "loss": 0.399, + "logits/chosen": -11.875, + "logits/rejected": -10.75, + "logps/chosen": -832.0, + "logps/rejected": -1272.0, + "loss": 0.3732, "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -3.609375, - "rewards/margins": 2.140625, - "rewards/rejected": -5.75, + "rewards/chosen": -3.96875, + "rewards/margins": 1.9375, + "rewards/rejected": -5.90625, "step": 710 }, { "epoch": 0.7539267015706806, - "grad_norm": 2.9052841560528395, + "grad_norm": 4.808763076398256, "learning_rate": 4.6599680937227454e-05, - "logits/chosen": -11.0625, - "logits/rejected": -9.6875, - "logps/chosen": -760.0, - "logps/rejected": -1232.0, - "loss": 0.3828, - "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -3.359375, - "rewards/margins": 2.15625, - "rewards/rejected": -5.53125, + "logits/chosen": -11.375, + "logits/rejected": -9.875, + "logps/chosen": -932.0, + "logps/rejected": -1432.0, + "loss": 0.3776, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -5.09375, + "rewards/margins": 2.390625, + "rewards/rejected": -7.5, "step": 720 }, { "epoch": 0.7643979057591623, - "grad_norm": 2.5370724301277607, + "grad_norm": 3.3056631440336632, "learning_rate": 4.644468345526183e-05, - "logits/chosen": -12.5625, - "logits/rejected": -11.4375, - "logps/chosen": -768.0, - "logps/rejected": -1264.0, - "loss": 0.3865, - "rewards/accuracies": 0.78125, - "rewards/chosen": -3.546875, - "rewards/margins": 2.546875, - "rewards/rejected": -6.09375, + "logits/chosen": -11.6875, + "logits/rejected": -10.625, + "logps/chosen": -884.0, + "logps/rejected": -1392.0, + "loss": 0.3878, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -4.71875, + "rewards/margins": 2.640625, + "rewards/rejected": -7.34375, "step": 730 }, { "epoch": 0.774869109947644, - "grad_norm": 3.307569122761129, + "grad_norm": 2.1338574011001996, "learning_rate": 4.628650142246894e-05, - "logits/chosen": -10.5, - "logits/rejected": -8.8125, - "logps/chosen": -772.0, - "logps/rejected": -1328.0, - "loss": 0.35, - "rewards/accuracies": 0.84375, - "rewards/chosen": -3.96875, - "rewards/margins": 2.65625, - "rewards/rejected": -6.625, + "logits/chosen": -7.3125, + "logits/rejected": -6.4375, + "logps/chosen": -1032.0, + "logps/rejected": -1600.0, + "loss": 0.3479, + "rewards/accuracies": 0.8687499761581421, + "rewards/chosen": -6.53125, + "rewards/margins": 2.734375, + "rewards/rejected": -9.25, "step": 740 }, { "epoch": 0.7853403141361257, - "grad_norm": 2.0413598770513546, + "grad_norm": 2.3416942555594327, "learning_rate": 4.6125158328993765e-05, - "logits/chosen": -7.46875, - "logits/rejected": -6.28125, - "logps/chosen": -832.0, - "logps/rejected": -1288.0, - "loss": 0.3542, - "rewards/accuracies": 0.831250011920929, - "rewards/chosen": -4.4375, - "rewards/margins": 2.421875, - "rewards/rejected": -6.875, + "logits/chosen": -7.96875, + "logits/rejected": -7.0, + "logps/chosen": -948.0, + "logps/rejected": -1400.0, + "loss": 0.378, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -5.625, + "rewards/margins": 2.375, + "rewards/rejected": -8.0, "step": 750 }, { "epoch": 0.7958115183246073, - "grad_norm": 2.661796929199356, + "grad_norm": 2.786491188516209, "learning_rate": 4.5960678134401064e-05, - "logits/chosen": -7.375, - "logits/rejected": -6.59375, - "logps/chosen": -828.0, - "logps/rejected": -1256.0, - "loss": 0.3697, - "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": -4.25, - "rewards/margins": 2.34375, - "rewards/rejected": -6.59375, + "logits/chosen": -11.125, + "logits/rejected": -10.1875, + "logps/chosen": -844.0, + "logps/rejected": -1264.0, + "loss": 0.3708, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -4.40625, + "rewards/margins": 2.296875, + "rewards/rejected": -6.71875, "step": 760 }, { "epoch": 0.806282722513089, - "grad_norm": 2.972096778316046, + "grad_norm": 3.7399992316619675, "learning_rate": 4.579308526411734e-05, - "logits/chosen": -6.3125, - "logits/rejected": -5.71875, - "logps/chosen": -884.0, - "logps/rejected": -1552.0, - "loss": 0.3803, - "rewards/accuracies": 0.8687499761581421, - "rewards/chosen": -4.9375, - "rewards/margins": 3.40625, - "rewards/rejected": -8.3125, + "logits/chosen": -11.0, + "logits/rejected": -9.8125, + "logps/chosen": -932.0, + "logps/rejected": -1624.0, + "loss": 0.3749, + "rewards/accuracies": 0.8500000238418579, + "rewards/chosen": -5.40625, + "rewards/margins": 3.625, + "rewards/rejected": -9.0625, "step": 770 }, { "epoch": 0.8167539267015707, - "grad_norm": 3.273343611745989, + "grad_norm": 3.419904484617841, "learning_rate": 4.562240460580367e-05, - "logits/chosen": -8.25, - "logits/rejected": -7.46875, - "logps/chosen": -840.0, - "logps/rejected": -1368.0, - "loss": 0.3527, + "logits/chosen": -12.125, + "logits/rejected": -11.1875, + "logps/chosen": -896.0, + "logps/rejected": -1408.0, + "loss": 0.3598, "rewards/accuracies": 0.862500011920929, - "rewards/chosen": -4.5, - "rewards/margins": 2.953125, - "rewards/rejected": -7.4375, + "rewards/chosen": -5.03125, + "rewards/margins": 2.859375, + "rewards/rejected": -7.90625, "step": 780 }, { "epoch": 0.8272251308900523, - "grad_norm": 2.3306328811053656, + "grad_norm": 2.2317066770296665, "learning_rate": 4.544866150565985e-05, - "logits/chosen": -7.46875, - "logits/rejected": -6.34375, + "logits/chosen": -12.125, + "logits/rejected": -10.75, "logps/chosen": -868.0, - "logps/rejected": -1352.0, - "loss": 0.3751, - "rewards/accuracies": 0.8125, - "rewards/chosen": -4.75, + "logps/rejected": -1344.0, + "loss": 0.3745, + "rewards/accuracies": 0.8374999761581421, + "rewards/chosen": -4.71875, "rewards/margins": 2.53125, "rewards/rejected": -7.25, "step": 790 }, { "epoch": 0.837696335078534, - "grad_norm": 2.6779620111040563, + "grad_norm": 2.0984539072740658, "learning_rate": 4.527188176466051e-05, - "logits/chosen": -6.65625, - "logits/rejected": -6.0, - "logps/chosen": -928.0, - "logps/rejected": -1240.0, - "loss": 0.3763, - "rewards/accuracies": 0.7875000238418579, - "rewards/chosen": -5.0, - "rewards/margins": 1.9375, - "rewards/rejected": -6.9375, + "logits/chosen": -11.125, + "logits/rejected": -10.1875, + "logps/chosen": -904.0, + "logps/rejected": -1208.0, + "loss": 0.384, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -4.78125, + "rewards/margins": 1.8359375, + "rewards/rejected": -6.625, "step": 800 }, { "epoch": 0.837696335078534, - "eval_logits/chosen": -6.84375, - "eval_logits/rejected": -5.15625, - "eval_logps/chosen": -772.0, - "eval_logps/rejected": -828.0, - "eval_loss": 0.8067343831062317, - "eval_rewards/accuracies": 0.666015625, - "eval_rewards/chosen": -4.5625, - "eval_rewards/margins": 0.8515625, - "eval_rewards/rejected": -5.40625, - "eval_runtime": 46.6335, - "eval_samples_per_second": 42.888, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -8.6875, + "eval_logits/rejected": -7.21875, + "eval_logps/chosen": -844.0, + "eval_logps/rejected": -892.0, + "eval_loss": 0.8198124766349792, + "eval_rewards/accuracies": 0.63671875, + "eval_rewards/chosen": -5.25, + "eval_rewards/margins": 0.77734375, + "eval_rewards/rejected": -6.03125, + "eval_runtime": 47.0705, + "eval_samples_per_second": 42.489, + "eval_steps_per_second": 0.68, "step": 800 }, { "epoch": 0.8481675392670157, - "grad_norm": 2.2463263154930906, + "grad_norm": 3.617005189722071, "learning_rate": 4.509209163472357e-05, - "logits/chosen": -11.375, - "logits/rejected": -10.1875, - "logps/chosen": -828.0, - "logps/rejected": -1264.0, - "loss": 0.3441, + "logits/chosen": -9.0625, + "logits/rejected": -7.9375, + "logps/chosen": -968.0, + "logps/rejected": -1400.0, + "loss": 0.3517, "rewards/accuracies": 0.8125, - "rewards/chosen": -4.15625, - "rewards/margins": 2.484375, - "rewards/rejected": -6.625, + "rewards/chosen": -5.5625, + "rewards/margins": 2.5, + "rewards/rejected": -8.0625, "step": 810 }, { "epoch": 0.8586387434554974, - "grad_norm": 2.3911855853649446, + "grad_norm": 2.4091883002327696, "learning_rate": 4.4909317814811896e-05, - "logits/chosen": -14.0, - "logits/rejected": -12.9375, - "logps/chosen": -776.0, - "logps/rejected": -1272.0, - "loss": 0.3974, + "logits/chosen": -10.0625, + "logits/rejected": -9.0, + "logps/chosen": -896.0, + "logps/rejected": -1384.0, + "loss": 0.421, "rewards/accuracies": 0.8125, - "rewards/chosen": -3.796875, - "rewards/margins": 2.640625, - "rewards/rejected": -6.4375, + "rewards/chosen": -4.96875, + "rewards/margins": 2.59375, + "rewards/rejected": -7.5625, "step": 820 }, { "epoch": 0.8691099476439791, - "grad_norm": 2.153078414771686, + "grad_norm": 1.750962791430712, "learning_rate": 4.472358744696845e-05, - "logits/chosen": -13.8125, - "logits/rejected": -12.625, - "logps/chosen": -816.0, - "logps/rejected": -1256.0, - "loss": 0.3508, - "rewards/accuracies": 0.84375, - "rewards/chosen": -4.15625, - "rewards/margins": 2.734375, - "rewards/rejected": -6.875, + "logits/chosen": -11.9375, + "logits/rejected": -10.4375, + "logps/chosen": -772.0, + "logps/rejected": -1168.0, + "loss": 0.3731, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -3.734375, + "rewards/margins": 2.265625, + "rewards/rejected": -6.0, "step": 830 }, { "epoch": 0.8795811518324608, - "grad_norm": 4.529830971974864, + "grad_norm": 4.3978815491579715, "learning_rate": 4.4534928112285645e-05, - "logits/chosen": -11.375, - "logits/rejected": -10.25, - "logps/chosen": -1048.0, + "logits/chosen": -7.6875, + "logits/rejected": -6.625, + "logps/chosen": -1040.0, "logps/rejected": -1560.0, - "loss": 0.3871, - "rewards/accuracies": 0.8125, - "rewards/chosen": -6.375, - "rewards/margins": 2.96875, + "loss": 0.3799, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -6.34375, + "rewards/margins": 3.015625, "rewards/rejected": -9.375, "step": 840 }, { "epoch": 0.8900523560209425, - "grad_norm": 2.2531524238058545, + "grad_norm": 2.4350082449341772, "learning_rate": 4.43433678268096e-05, - "logits/chosen": -11.125, - "logits/rejected": -10.0, - "logps/chosen": -900.0, - "logps/rejected": -1376.0, - "loss": 0.351, + "logits/chosen": -7.0625, + "logits/rejected": -6.1875, + "logps/chosen": -1020.0, + "logps/rejected": -1496.0, + "loss": 0.3835, "rewards/accuracies": 0.8500000238418579, - "rewards/chosen": -5.03125, - "rewards/margins": 2.578125, - "rewards/rejected": -7.59375, + "rewards/chosen": -6.21875, + "rewards/margins": 2.59375, + "rewards/rejected": -8.8125, "step": 850 }, { "epoch": 0.900523560209424, - "grad_norm": 2.4761644745415774, + "grad_norm": 3.243850899843546, "learning_rate": 4.414893503737968e-05, - "logits/chosen": -8.875, - "logits/rejected": -7.375, - "logps/chosen": -808.0, - "logps/rejected": -1296.0, - "loss": 0.3436, - "rewards/accuracies": 0.8062499761581421, - "rewards/chosen": -4.375, - "rewards/margins": 2.546875, - "rewards/rejected": -6.9375, + "logits/chosen": -8.0625, + "logits/rejected": -6.53125, + "logps/chosen": -852.0, + "logps/rejected": -1328.0, + "loss": 0.325, + "rewards/accuracies": 0.8374999761581421, + "rewards/chosen": -4.8125, + "rewards/margins": 2.453125, + "rewards/rejected": -7.25, "step": 860 }, { "epoch": 0.9109947643979057, - "grad_norm": 3.484894698116822, + "grad_norm": 3.5841949842500322, "learning_rate": 4.395165861740414e-05, - "logits/chosen": -6.96875, - "logits/rejected": -6.375, - "logps/chosen": -956.0, - "logps/rejected": -1456.0, - "loss": 0.3573, - "rewards/accuracies": 0.8125, - "rewards/chosen": -5.8125, - "rewards/margins": 3.0625, - "rewards/rejected": -8.875, + "logits/chosen": -7.34375, + "logits/rejected": -6.625, + "logps/chosen": -1024.0, + "logps/rejected": -1560.0, + "loss": 0.3574, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -6.5, + "rewards/margins": 3.359375, + "rewards/rejected": -9.875, "step": 870 }, { "epoch": 0.9214659685863874, - "grad_norm": 2.350506820489632, + "grad_norm": 2.1992246953147747, "learning_rate": 4.375156786257241e-05, - "logits/chosen": -8.375, - "logits/rejected": -7.125, - "logps/chosen": -976.0, - "logps/rejected": -1400.0, - "loss": 0.4046, + "logits/chosen": -9.875, + "logits/rejected": -8.625, + "logps/chosen": -1008.0, + "logps/rejected": -1432.0, + "loss": 0.4129, "rewards/accuracies": 0.8187500238418579, - "rewards/chosen": -5.40625, + "rewards/chosen": -5.71875, "rewards/margins": 2.640625, - "rewards/rejected": -8.0625, + "rewards/rejected": -8.375, "step": 880 }, { "epoch": 0.9319371727748691, - "grad_norm": 4.005168156248366, + "grad_norm": 3.2427874400780143, "learning_rate": 4.354869248650466e-05, - "logits/chosen": -8.125, - "logits/rejected": -6.75, - "logps/chosen": -804.0, - "logps/rejected": -1208.0, - "loss": 0.3735, - "rewards/accuracies": 0.8062499761581421, - "rewards/chosen": -3.984375, - "rewards/margins": 1.9921875, - "rewards/rejected": -5.96875, + "logits/chosen": -11.75, + "logits/rejected": -10.25, + "logps/chosen": -776.0, + "logps/rejected": -1168.0, + "loss": 0.3742, + "rewards/accuracies": 0.831250011920929, + "rewards/chosen": -3.6875, + "rewards/margins": 1.828125, + "rewards/rejected": -5.53125, "step": 890 }, { "epoch": 0.9424083769633508, - "grad_norm": 4.049235158821143, + "grad_norm": 4.560527139654481, "learning_rate": 4.334306261633931e-05, - "logits/chosen": -6.9375, - "logits/rejected": -5.5, - "logps/chosen": -884.0, - "logps/rejected": -1392.0, - "loss": 0.3462, - "rewards/accuracies": 0.8125, - "rewards/chosen": -4.53125, - "rewards/margins": 2.625, - "rewards/rejected": -7.15625, + "logits/chosen": -9.5625, + "logits/rejected": -8.0625, + "logps/chosen": -980.0, + "logps/rejected": -1536.0, + "loss": 0.3594, + "rewards/accuracies": 0.793749988079071, + "rewards/chosen": -5.5, + "rewards/margins": 3.078125, + "rewards/rejected": -8.5625, "step": 900 }, { "epoch": 0.9424083769633508, - "eval_logits/chosen": -5.4375, - "eval_logits/rejected": -3.703125, - "eval_logps/chosen": -824.0, - "eval_logps/rejected": -892.0, - "eval_loss": 0.8711718916893005, - "eval_rewards/accuracies": 0.6171875, - "eval_rewards/chosen": -5.0625, - "eval_rewards/margins": 0.98046875, - "eval_rewards/rejected": -6.03125, - "eval_runtime": 46.646, - "eval_samples_per_second": 42.876, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -7.09375, + "eval_logits/rejected": -5.71875, + "eval_logps/chosen": -1040.0, + "eval_logps/rejected": -1128.0, + "eval_loss": 1.0285311937332153, + "eval_rewards/accuracies": 0.62890625, + "eval_rewards/chosen": -7.25, + "eval_rewards/margins": 1.171875, + "eval_rewards/rejected": -8.4375, + "eval_runtime": 47.0901, + "eval_samples_per_second": 42.472, + "eval_steps_per_second": 0.68, "step": 900 }, { "epoch": 0.9528795811518325, - "grad_norm": 3.2827110650137534, + "grad_norm": 2.7133624345526663, "learning_rate": 4.313470878825911e-05, - "logits/chosen": -7.25, - "logits/rejected": -5.8125, - "logps/chosen": -920.0, - "logps/rejected": -1424.0, - "loss": 0.3549, - "rewards/accuracies": 0.856249988079071, - "rewards/chosen": -5.125, - "rewards/margins": 3.25, - "rewards/rejected": -8.375, + "logits/chosen": -8.75, + "logits/rejected": -7.625, + "logps/chosen": -1048.0, + "logps/rejected": -1560.0, + "loss": 0.3425, + "rewards/accuracies": 0.8687499761581421, + "rewards/chosen": -6.375, + "rewards/margins": 3.34375, + "rewards/rejected": -9.75, "step": 910 }, { "epoch": 0.9633507853403142, - "grad_norm": 2.189013520523636, + "grad_norm": 2.413433929191455, "learning_rate": 4.292366194295652e-05, - "logits/chosen": -6.03125, - "logits/rejected": -5.40625, - "logps/chosen": -880.0, - "logps/rejected": -1392.0, - "loss": 0.3678, - "rewards/accuracies": 0.856249988079071, - "rewards/chosen": -4.71875, - "rewards/margins": 2.828125, - "rewards/rejected": -7.5625, + "logits/chosen": -8.4375, + "logits/rejected": -7.65625, + "logps/chosen": -944.0, + "logps/rejected": -1432.0, + "loss": 0.3655, + "rewards/accuracies": 0.8187500238418579, + "rewards/chosen": -5.40625, + "rewards/margins": 2.609375, + "rewards/rejected": -8.0, "step": 920 }, { "epoch": 0.9738219895287958, - "grad_norm": 2.192842320844609, + "grad_norm": 2.408759101192053, "learning_rate": 4.2709953421038964e-05, - "logits/chosen": -6.15625, - "logits/rejected": -5.4375, - "logps/chosen": -792.0, - "logps/rejected": -1208.0, - "loss": 0.3696, - "rewards/accuracies": 0.8062499761581421, - "rewards/chosen": -4.0625, - "rewards/margins": 2.09375, - "rewards/rejected": -6.15625, + "logits/chosen": -7.6875, + "logits/rejected": -6.96875, + "logps/chosen": -896.0, + "logps/rejected": -1296.0, + "loss": 0.3685, + "rewards/accuracies": 0.800000011920929, + "rewards/chosen": -5.125, + "rewards/margins": 1.953125, + "rewards/rejected": -7.0625, "step": 930 }, { "epoch": 0.9842931937172775, - "grad_norm": 2.5344607332610694, + "grad_norm": 3.3791897749286695, "learning_rate": 4.249361495837478e-05, - "logits/chosen": -8.0625, - "logits/rejected": -6.8125, - "logps/chosen": -756.0, - "logps/rejected": -1160.0, - "loss": 0.3828, + "logits/chosen": -7.96875, + "logits/rejected": -6.5625, + "logps/chosen": -868.0, + "logps/rejected": -1272.0, + "loss": 0.4109, "rewards/accuracies": 0.800000011920929, - "rewards/chosen": -3.59375, + "rewards/chosen": -4.71875, "rewards/margins": 2.078125, - "rewards/rejected": -5.6875, + "rewards/rejected": -6.8125, "step": 940 }, { "epoch": 0.9947643979057592, - "grad_norm": 2.7410134304859026, + "grad_norm": 2.4290280048530506, "learning_rate": 4.227467868138035e-05, - "logits/chosen": -7.8125, - "logits/rejected": -6.46875, - "logps/chosen": -792.0, - "logps/rejected": -1304.0, - "loss": 0.3605, - "rewards/accuracies": 0.862500011920929, - "rewards/chosen": -3.90625, - "rewards/margins": 2.640625, - "rewards/rejected": -6.53125, + "logits/chosen": -7.53125, + "logits/rejected": -6.40625, + "logps/chosen": -900.0, + "logps/rejected": -1432.0, + "loss": 0.335, + "rewards/accuracies": 0.824999988079071, + "rewards/chosen": -4.96875, + "rewards/margins": 2.8125, + "rewards/rejected": -7.78125, "step": 950 }, { "epoch": 1.0052356020942408, - "grad_norm": 1.3512640250878485, + "grad_norm": 1.688081881995257, "learning_rate": 4.205317710224938e-05, - "logits/chosen": -7.25, - "logits/rejected": -5.96875, - "logps/chosen": -808.0, - "logps/rejected": -1320.0, - "loss": 0.2604, - "rewards/accuracies": 0.893750011920929, - "rewards/chosen": -3.90625, - "rewards/margins": 3.234375, - "rewards/rejected": -7.15625, + "logits/chosen": -8.5, + "logits/rejected": -7.0, + "logps/chosen": -912.0, + "logps/rejected": -1440.0, + "loss": 0.2601, + "rewards/accuracies": 0.90625, + "rewards/chosen": -4.9375, + "rewards/margins": 3.421875, + "rewards/rejected": -8.375, "step": 960 }, { "epoch": 1.0157068062827226, - "grad_norm": 0.7991859257916447, + "grad_norm": 1.0155288053060518, "learning_rate": 4.1829143114124733e-05, - "logits/chosen": -5.875, - "logits/rejected": -4.4375, - "logps/chosen": -1016.0, - "logps/rejected": -1616.0, - "loss": 0.1285, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -6.03125, - "rewards/margins": 4.9375, - "rewards/rejected": -10.9375, + "logits/chosen": -8.1875, + "logits/rejected": -6.5, + "logps/chosen": -984.0, + "logps/rejected": -1536.0, + "loss": 0.1329, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -5.6875, + "rewards/margins": 4.4375, + "rewards/rejected": -10.125, "step": 970 }, { "epoch": 1.0261780104712042, - "grad_norm": 1.9931558519454577, + "grad_norm": 2.518665731566414, "learning_rate": 4.160260998621387e-05, - "logits/chosen": -8.6875, - "logits/rejected": -6.625, - "logps/chosen": -1048.0, - "logps/rejected": -1752.0, - "loss": 0.1106, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -6.03125, - "rewards/margins": 5.6875, - "rewards/rejected": -11.6875, + "logits/chosen": -7.0625, + "logits/rejected": -5.4375, + "logps/chosen": -1280.0, + "logps/rejected": -2000.0, + "loss": 0.1042, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.375, + "rewards/margins": 5.84375, + "rewards/rejected": -14.1875, "step": 980 }, { "epoch": 1.036649214659686, - "grad_norm": 2.2795326538678733, + "grad_norm": 1.3435112945729693, "learning_rate": 4.137361135884824e-05, - "logits/chosen": -8.5, - "logits/rejected": -7.0, - "logps/chosen": -1032.0, - "logps/rejected": -1912.0, - "loss": 0.0914, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -6.1875, - "rewards/margins": 6.5, - "rewards/rejected": -12.6875, - "step": 990 + "logits/chosen": -6.96875, + "logits/rejected": -5.78125, + "logps/chosen": -1232.0, + "logps/rejected": -2128.0, + "loss": 0.0906, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.1875, + "rewards/margins": 6.6875, + "rewards/rejected": -14.875, + "step": 990 }, { "epoch": 1.0471204188481675, - "grad_norm": 0.8440521735588647, + "grad_norm": 0.8826496148665905, "learning_rate": 4.114218123848777e-05, - "logits/chosen": -6.5625, - "logits/rejected": -5.0625, - "logps/chosen": -1176.0, - "logps/rejected": -2096.0, - "loss": 0.0835, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -7.875, - "rewards/margins": 7.25, - "rewards/rejected": -15.125, + "logits/chosen": -5.625, + "logits/rejected": -4.46875, + "logps/chosen": -1272.0, + "logps/rejected": -2160.0, + "loss": 0.0833, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -8.875, + "rewards/margins": 6.9375, + "rewards/rejected": -15.75, "step": 1000 }, { "epoch": 1.0471204188481675, - "eval_logits/chosen": -5.125, - "eval_logits/rejected": -3.21875, - "eval_logps/chosen": -1112.0, - "eval_logps/rejected": -1216.0, - "eval_loss": 1.1522812843322754, - "eval_rewards/accuracies": 0.607421875, - "eval_rewards/chosen": -7.9375, - "eval_rewards/margins": 1.3828125, - "eval_rewards/rejected": -9.3125, - "eval_runtime": 46.6312, - "eval_samples_per_second": 42.89, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -4.09375, + "eval_logits/rejected": -2.578125, + "eval_logps/chosen": -1240.0, + "eval_logps/rejected": -1328.0, + "eval_loss": 1.1501250267028809, + "eval_rewards/accuracies": 0.60546875, + "eval_rewards/chosen": -9.25, + "eval_rewards/margins": 1.15625, + "eval_rewards/rejected": -10.375, + "eval_runtime": 47.0762, + "eval_samples_per_second": 42.484, + "eval_steps_per_second": 0.68, "step": 1000 }, { "epoch": 1.057591623036649, - "grad_norm": 1.8284025930315264, + "grad_norm": 2.4475079849098083, "learning_rate": 4.0908353992670824e-05, - "logits/chosen": -7.34375, - "logits/rejected": -5.21875, - "logps/chosen": -916.0, - "logps/rejected": -1584.0, - "loss": 0.1184, - "rewards/accuracies": 0.96875, - "rewards/chosen": -5.25, - "rewards/margins": 5.46875, - "rewards/rejected": -10.6875, + "logits/chosen": -6.84375, + "logits/rejected": -5.53125, + "logps/chosen": -1072.0, + "logps/rejected": -1736.0, + "loss": 0.1142, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -6.8125, + "rewards/margins": 5.40625, + "rewards/rejected": -12.25, "step": 1010 }, { "epoch": 1.068062827225131, - "grad_norm": 2.5792515405223613, + "grad_norm": 2.4653747614145973, "learning_rate": 4.067216434491059e-05, - "logits/chosen": -5.5, - "logits/rejected": -4.28125, - "logps/chosen": -1040.0, - "logps/rejected": -1800.0, - "loss": 0.1037, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.40625, - "rewards/margins": 5.84375, - "rewards/rejected": -12.25, + "logits/chosen": -6.75, + "logits/rejected": -5.84375, + "logps/chosen": -1088.0, + "logps/rejected": -1832.0, + "loss": 0.1033, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -6.875, + "rewards/margins": 5.65625, + "rewards/rejected": -12.5625, "step": 1020 }, { "epoch": 1.0785340314136125, - "grad_norm": 1.5895575549253214, + "grad_norm": 2.1310452666397706, "learning_rate": 4.043364736953866e-05, - "logits/chosen": -5.53125, - "logits/rejected": -3.8125, - "logps/chosen": -1096.0, - "logps/rejected": -1864.0, + "logits/chosen": -6.0, + "logits/rejected": -4.53125, + "logps/chosen": -1184.0, + "logps/rejected": -1944.0, "loss": 0.1132, - "rewards/accuracies": 0.96875, - "rewards/chosen": -6.53125, - "rewards/margins": 5.6875, - "rewards/rejected": -12.1875, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -7.375, + "rewards/margins": 5.65625, + "rewards/rejected": -13.0625, "step": 1030 }, { "epoch": 1.0890052356020943, - "grad_norm": 1.7488098259352443, + "grad_norm": 3.028771262320732, "learning_rate": 4.019283848649643e-05, - "logits/chosen": -7.0, - "logits/rejected": -5.09375, - "logps/chosen": -1040.0, - "logps/rejected": -1760.0, - "loss": 0.1177, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -6.34375, - "rewards/margins": 5.34375, - "rewards/rejected": -11.6875, + "logits/chosen": -5.65625, + "logits/rejected": -4.21875, + "logps/chosen": -1208.0, + "logps/rejected": -1976.0, + "loss": 0.139, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -8.0, + "rewards/margins": 5.84375, + "rewards/rejected": -13.8125, "step": 1040 }, { "epoch": 1.0994764397905759, - "grad_norm": 1.2073556946963084, + "grad_norm": 1.127373422789099, "learning_rate": 3.9949773456075215e-05, - "logits/chosen": -7.78125, - "logits/rejected": -6.0, - "logps/chosen": -920.0, - "logps/rejected": -1576.0, - "loss": 0.0906, - "rewards/accuracies": 0.96875, - "rewards/chosen": -5.46875, - "rewards/margins": 4.5625, - "rewards/rejected": -10.0625, + "logits/chosen": -5.34375, + "logits/rejected": -3.96875, + "logps/chosen": -1040.0, + "logps/rejected": -1704.0, + "loss": 0.089, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -6.65625, + "rewards/margins": 4.59375, + "rewards/rejected": -11.25, "step": 1050 }, { "epoch": 1.1099476439790577, - "grad_norm": 1.1159050917303748, + "grad_norm": 2.952551522192677, "learning_rate": 3.970448837360585e-05, - "logits/chosen": -7.3125, - "logits/rejected": -5.5625, - "logps/chosen": -1184.0, - "logps/rejected": -2040.0, - "loss": 0.0826, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -7.375, - "rewards/margins": 6.25, - "rewards/rejected": -13.625, + "logits/chosen": -6.09375, + "logits/rejected": -4.71875, + "logps/chosen": -1360.0, + "logps/rejected": -2176.0, + "loss": 0.09, + "rewards/accuracies": 0.9375, + "rewards/chosen": -9.125, + "rewards/margins": 5.875, + "rewards/rejected": -15.0, "step": 1060 }, { "epoch": 1.1204188481675392, - "grad_norm": 0.7401095721933173, + "grad_norm": 1.0412579401484154, "learning_rate": 3.945701966409846e-05, - "logits/chosen": -5.34375, - "logits/rejected": -4.40625, - "logps/chosen": -1232.0, - "logps/rejected": -2240.0, - "loss": 0.1085, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -8.3125, - "rewards/margins": 7.625, - "rewards/rejected": -15.9375, + "logits/chosen": -6.0625, + "logits/rejected": -4.625, + "logps/chosen": -1336.0, + "logps/rejected": -2400.0, + "loss": 0.0927, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -9.3125, + "rewards/margins": 8.1875, + "rewards/rejected": -17.5, "step": 1070 }, { "epoch": 1.130890052356021, - "grad_norm": 1.1595358397942783, + "grad_norm": 1.2484808104674319, "learning_rate": 3.9207404076833374e-05, - "logits/chosen": -6.15625, - "logits/rejected": -4.375, - "logps/chosen": -1160.0, - "logps/rejected": -2048.0, - "loss": 0.0956, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -7.1875, - "rewards/margins": 6.6875, - "rewards/rejected": -13.875, + "logits/chosen": -7.6875, + "logits/rejected": -5.3125, + "logps/chosen": -1152.0, + "logps/rejected": -2096.0, + "loss": 0.1113, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -7.125, + "rewards/margins": 7.25, + "rewards/rejected": -14.375, "step": 1080 }, { "epoch": 1.1413612565445026, - "grad_norm": 1.2305624655634966, + "grad_norm": 1.708984494773098, "learning_rate": 3.895567867990379e-05, - "logits/chosen": -8.0, - "logits/rejected": -5.90625, - "logps/chosen": -1168.0, - "logps/rejected": -2032.0, - "loss": 0.0968, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.0, - "rewards/margins": 6.5625, - "rewards/rejected": -13.5625, + "logits/chosen": -7.9375, + "logits/rejected": -5.5625, + "logps/chosen": -1128.0, + "logps/rejected": -2008.0, + "loss": 0.1217, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -6.65625, + "rewards/margins": 6.625, + "rewards/rejected": -13.3125, "step": 1090 }, { "epoch": 1.1518324607329844, - "grad_norm": 0.9982187213235826, + "grad_norm": 1.206510038333789, "learning_rate": 3.870188085471114e-05, - "logits/chosen": -9.1875, - "logits/rejected": -7.0, - "logps/chosen": -1080.0, - "logps/rejected": -1864.0, - "loss": 0.0895, - "rewards/accuracies": 0.96875, - "rewards/chosen": -6.71875, - "rewards/margins": 6.21875, - "rewards/rejected": -12.9375, + "logits/chosen": -6.0625, + "logits/rejected": -4.90625, + "logps/chosen": -1184.0, + "logps/rejected": -1912.0, + "loss": 0.0953, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -7.71875, + "rewards/margins": 5.71875, + "rewards/rejected": -13.4375, "step": 1100 }, { "epoch": 1.1518324607329844, - "eval_logits/chosen": -6.375, - "eval_logits/rejected": -4.375, - "eval_logps/chosen": -1184.0, - "eval_logps/rejected": -1288.0, - "eval_loss": 1.358968734741211, - "eval_rewards/accuracies": 0.58984375, - "eval_rewards/chosen": -8.6875, - "eval_rewards/margins": 1.328125, - "eval_rewards/rejected": -10.0, - "eval_runtime": 46.7701, - "eval_samples_per_second": 42.762, - "eval_steps_per_second": 0.684, + "eval_logits/chosen": -3.59375, + "eval_logits/rejected": -2.0, + "eval_logps/chosen": -1264.0, + "eval_logps/rejected": -1360.0, + "eval_loss": 1.1999530792236328, + "eval_rewards/accuracies": 0.59375, + "eval_rewards/chosen": -9.5, + "eval_rewards/margins": 1.2421875, + "eval_rewards/rejected": -10.75, + "eval_runtime": 47.2586, + "eval_samples_per_second": 42.32, + "eval_steps_per_second": 0.677, "step": 1100 }, { "epoch": 1.162303664921466, - "grad_norm": 1.6241493920690766, + "grad_norm": 1.1820958698463258, "learning_rate": 3.844604829041395e-05, - "logits/chosen": -7.09375, - "logits/rejected": -5.0, + "logits/chosen": -6.53125, + "logits/rejected": -5.03125, "logps/chosen": -1056.0, - "logps/rejected": -1808.0, - "loss": 0.0987, - "rewards/accuracies": 0.956250011920929, + "logps/rejected": -1768.0, + "loss": 0.094, + "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -6.78125, - "rewards/margins": 6.25, - "rewards/rejected": -13.0, + "rewards/margins": 5.8125, + "rewards/rejected": -12.5625, "step": 1110 }, { "epoch": 1.1727748691099475, - "grad_norm": 1.7555529505425345, + "grad_norm": 1.9618932155541804, "learning_rate": 3.818821897833095e-05, - "logits/chosen": -4.96875, - "logits/rejected": -3.84375, - "logps/chosen": -1184.0, - "logps/rejected": -1936.0, - "loss": 0.1058, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.6875, - "rewards/margins": 5.78125, - "rewards/rejected": -13.5, + "logits/chosen": -6.875, + "logits/rejected": -5.46875, + "logps/chosen": -1040.0, + "logps/rejected": -1736.0, + "loss": 0.1004, + "rewards/accuracies": 0.96875, + "rewards/chosen": -6.25, + "rewards/margins": 5.25, + "rewards/rejected": -11.5, "step": 1120 }, { "epoch": 1.1832460732984293, - "grad_norm": 3.041635103170913, + "grad_norm": 2.00712723452005, "learning_rate": 3.792843120629935e-05, - "logits/chosen": -6.21875, - "logits/rejected": -4.0, - "logps/chosen": -976.0, - "logps/rejected": -1784.0, - "loss": 0.1042, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -5.84375, - "rewards/margins": 5.78125, - "rewards/rejected": -11.625, + "logits/chosen": -5.90625, + "logits/rejected": -4.09375, + "logps/chosen": -1096.0, + "logps/rejected": -1912.0, + "loss": 0.1232, + "rewards/accuracies": 0.96875, + "rewards/chosen": -7.03125, + "rewards/margins": 5.90625, + "rewards/rejected": -12.9375, "step": 1130 }, { "epoch": 1.193717277486911, - "grad_norm": 3.218246030672682, + "grad_norm": 3.233388775541502, "learning_rate": 3.766672355298907e-05, - "logits/chosen": -6.8125, - "logits/rejected": -4.375, - "logps/chosen": -1016.0, - "logps/rejected": -1792.0, - "loss": 0.0927, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -6.53125, - "rewards/margins": 5.90625, - "rewards/rejected": -12.4375, + "logits/chosen": -7.3125, + "logits/rejected": -5.28125, + "logps/chosen": -1104.0, + "logps/rejected": -1880.0, + "loss": 0.1014, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -7.4375, + "rewards/margins": 5.84375, + "rewards/rejected": -13.25, "step": 1140 }, { "epoch": 1.2041884816753927, - "grad_norm": 4.237250020662393, + "grad_norm": 4.471216632991261, "learning_rate": 3.740313488217373e-05, - "logits/chosen": -4.28125, - "logits/rejected": -2.578125, - "logps/chosen": -1304.0, - "logps/rejected": -2176.0, - "loss": 0.1099, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -9.125, - "rewards/margins": 7.09375, - "rewards/rejected": -16.25, + "logits/chosen": -7.15625, + "logits/rejected": -4.6875, + "logps/chosen": -1280.0, + "logps/rejected": -2144.0, + "loss": 0.11, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.9375, + "rewards/margins": 7.125, + "rewards/rejected": -16.125, "step": 1150 }, { "epoch": 1.2146596858638743, - "grad_norm": 2.6838732445212767, + "grad_norm": 2.0905299462725346, "learning_rate": 3.7137704336959464e-05, - "logits/chosen": -2.8125, - "logits/rejected": -1.1328125, - "logps/chosen": -1032.0, - "logps/rejected": -1784.0, - "loss": 0.1063, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -6.53125, - "rewards/margins": 5.8125, - "rewards/rejected": -12.375, + "logits/chosen": -4.3125, + "logits/rejected": -2.28125, + "logps/chosen": -1280.0, + "logps/rejected": -2112.0, + "loss": 0.1225, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -9.0, + "rewards/margins": 6.5625, + "rewards/rejected": -15.5, "step": 1160 }, { "epoch": 1.225130890052356, - "grad_norm": 2.409271622159364, + "grad_norm": 3.168573900259561, "learning_rate": 3.687047133397201e-05, - "logits/chosen": -4.34375, - "logits/rejected": -2.484375, - "logps/chosen": -860.0, - "logps/rejected": -1672.0, - "loss": 0.0987, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -4.75, - "rewards/margins": 5.71875, - "rewards/rejected": -10.5, + "logits/chosen": -5.8125, + "logits/rejected": -3.9375, + "logps/chosen": -1096.0, + "logps/rejected": -1888.0, + "loss": 0.1203, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -7.09375, + "rewards/margins": 5.5, + "rewards/rejected": -12.5625, "step": 1170 }, { "epoch": 1.2356020942408377, - "grad_norm": 1.872892782982811, + "grad_norm": 2.331535911720474, "learning_rate": 3.6601475557503415e-05, - "logits/chosen": -3.5625, - "logits/rejected": -1.5078125, - "logps/chosen": -1020.0, - "logps/rejected": -1696.0, - "loss": 0.1018, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -5.96875, - "rewards/margins": 5.59375, - "rewards/rejected": -11.5625, + "logits/chosen": -6.34375, + "logits/rejected": -3.734375, + "logps/chosen": -1168.0, + "logps/rejected": -1864.0, + "loss": 0.0932, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -7.4375, + "rewards/margins": 5.8125, + "rewards/rejected": -13.25, "step": 1180 }, { "epoch": 1.2460732984293195, - "grad_norm": 1.019694109643568, + "grad_norm": 2.124068068600138, "learning_rate": 3.633075695361882e-05, - "logits/chosen": -2.53125, - "logits/rejected": -1.4140625, - "logps/chosen": -1024.0, - "logps/rejected": -1824.0, - "loss": 0.0921, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -6.5, - "rewards/margins": 5.78125, - "rewards/rejected": -12.25, + "logits/chosen": -4.75, + "logits/rejected": -3.109375, + "logps/chosen": -1232.0, + "logps/rejected": -2080.0, + "loss": 0.1008, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.5, + "rewards/margins": 6.375, + "rewards/rejected": -14.9375, "step": 1190 }, { "epoch": 1.256544502617801, - "grad_norm": 3.0964696817150785, + "grad_norm": 2.5186377852766966, "learning_rate": 3.6058355724224477e-05, - "logits/chosen": -3.0625, - "logits/rejected": -1.9453125, - "logps/chosen": -1040.0, - "logps/rejected": -1800.0, - "loss": 0.1146, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -6.4375, - "rewards/margins": 5.90625, - "rewards/rejected": -12.375, + "logits/chosen": -7.0, + "logits/rejected": -5.1875, + "logps/chosen": -1128.0, + "logps/rejected": -1880.0, + "loss": 0.1198, + "rewards/accuracies": 0.96875, + "rewards/chosen": -7.34375, + "rewards/margins": 5.8125, + "rewards/rejected": -13.1875, "step": 1200 }, { "epoch": 1.256544502617801, - "eval_logits/chosen": -1.0859375, - "eval_logits/rejected": 0.70703125, - "eval_logps/chosen": -1144.0, - "eval_logps/rejected": -1248.0, - "eval_loss": 1.284359335899353, - "eval_rewards/accuracies": 0.60546875, - "eval_rewards/chosen": -8.3125, - "eval_rewards/margins": 1.2734375, - "eval_rewards/rejected": -9.5625, - "eval_runtime": 46.632, - "eval_samples_per_second": 42.889, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -4.96875, + "eval_logits/rejected": -2.9375, + "eval_logps/chosen": -1176.0, + "eval_logps/rejected": -1264.0, + "eval_loss": 1.2178750038146973, + "eval_rewards/accuracies": 0.607421875, + "eval_rewards/chosen": -8.5625, + "eval_rewards/margins": 1.1640625, + "eval_rewards/rejected": -9.75, + "eval_runtime": 47.1015, + "eval_samples_per_second": 42.461, + "eval_steps_per_second": 0.679, "step": 1200 }, { "epoch": 1.2670157068062826, - "grad_norm": 2.9701757578172727, + "grad_norm": 3.4582272711228526, "learning_rate": 3.5784312321097744e-05, - "logits/chosen": -3.75, - "logits/rejected": -2.65625, - "logps/chosen": -1072.0, - "logps/rejected": -1856.0, - "loss": 0.1009, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -6.53125, - "rewards/margins": 6.25, - "rewards/rejected": -12.8125, + "logits/chosen": -6.3125, + "logits/rejected": -4.6875, + "logps/chosen": -1168.0, + "logps/rejected": -1928.0, + "loss": 0.1032, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -7.5625, + "rewards/margins": 5.96875, + "rewards/rejected": -13.5, "step": 1210 }, { "epoch": 1.2774869109947644, - "grad_norm": 2.8993468844463703, + "grad_norm": 2.805737307455421, "learning_rate": 3.550866743987994e-05, - "logits/chosen": -4.5, - "logits/rejected": -3.078125, - "logps/chosen": -1064.0, - "logps/rejected": -1824.0, - "loss": 0.1129, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -6.40625, - "rewards/margins": 6.03125, - "rewards/rejected": -12.4375, - "step": 1220 - }, - { - "epoch": 1.2879581151832462, - "grad_norm": 1.145874569139116, + "logits/chosen": -7.15625, + "logits/rejected": -5.1875, + "logps/chosen": -1104.0, + "logps/rejected": -1832.0, + "loss": 0.1246, + "rewards/accuracies": 0.9375, + "rewards/chosen": -6.8125, + "rewards/margins": 5.6875, + "rewards/rejected": -12.5, + "step": 1220 + }, + { + "epoch": 1.2879581151832462, + "grad_norm": 2.284438570390368, "learning_rate": 3.5231462014033024e-05, - "logits/chosen": -5.3125, - "logits/rejected": -4.3125, - "logps/chosen": -976.0, - "logps/rejected": -1864.0, - "loss": 0.063, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -5.9375, - "rewards/margins": 6.59375, - "rewards/rejected": -12.5625, + "logits/chosen": -7.96875, + "logits/rejected": -6.21875, + "logps/chosen": -1040.0, + "logps/rejected": -1856.0, + "loss": 0.0718, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -6.59375, + "rewards/margins": 5.90625, + "rewards/rejected": -12.5, "step": 1230 }, { "epoch": 1.2984293193717278, - "grad_norm": 1.1193836514507645, + "grad_norm": 2.058840468124629, "learning_rate": 3.495273720876095e-05, - "logits/chosen": -4.5, - "logits/rejected": -3.0625, - "logps/chosen": -1128.0, - "logps/rejected": -1976.0, - "loss": 0.0838, + "logits/chosen": -5.125, + "logits/rejected": -3.421875, + "logps/chosen": -1312.0, + "logps/rejected": -2176.0, + "loss": 0.0799, "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.21875, - "rewards/margins": 7.03125, - "rewards/rejected": -14.25, + "rewards/chosen": -9.0, + "rewards/margins": 7.21875, + "rewards/rejected": -16.25, "step": 1240 }, { "epoch": 1.3089005235602094, - "grad_norm": 2.324691765620723, + "grad_norm": 0.9713263018281973, "learning_rate": 3.4672534414896616e-05, - "logits/chosen": -4.65625, - "logits/rejected": -3.015625, - "logps/chosen": -1208.0, - "logps/rejected": -2176.0, - "loss": 0.1004, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.75, - "rewards/margins": 7.71875, - "rewards/rejected": -15.5, + "logits/chosen": -5.46875, + "logits/rejected": -3.484375, + "logps/chosen": -1296.0, + "logps/rejected": -2208.0, + "loss": 0.0753, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.625, + "rewards/margins": 7.25, + "rewards/rejected": -15.875, "step": 1250 }, { "epoch": 1.3193717277486912, - "grad_norm": 2.3590600544525384, + "grad_norm": 2.7359457286619695, "learning_rate": 3.439089524275526e-05, - "logits/chosen": -5.03125, - "logits/rejected": -3.109375, - "logps/chosen": -964.0, - "logps/rejected": -1720.0, - "loss": 0.1227, - "rewards/accuracies": 0.9375, - "rewards/chosen": -5.8125, - "rewards/margins": 5.6875, - "rewards/rejected": -11.5, + "logits/chosen": -5.15625, + "logits/rejected": -2.984375, + "logps/chosen": -1136.0, + "logps/rejected": -1936.0, + "loss": 0.0976, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -7.46875, + "rewards/margins": 6.1875, + "rewards/rejected": -13.6875, "step": 1260 }, { "epoch": 1.3298429319371727, - "grad_norm": 1.8159486668552183, + "grad_norm": 1.462005068992466, "learning_rate": 3.410786151595533e-05, - "logits/chosen": -6.21875, - "logits/rejected": -3.8125, - "logps/chosen": -956.0, - "logps/rejected": -1592.0, - "loss": 0.0913, + "logits/chosen": -5.90625, + "logits/rejected": -3.703125, + "logps/chosen": -1144.0, + "logps/rejected": -1832.0, + "loss": 0.0939, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -5.71875, - "rewards/margins": 5.5, - "rewards/rejected": -11.25, + "rewards/chosen": -7.59375, + "rewards/margins": 6.0, + "rewards/rejected": -13.625, "step": 1270 }, { "epoch": 1.3403141361256545, - "grad_norm": 1.9280728082989547, + "grad_norm": 2.901256884923763, "learning_rate": 3.382347526520765e-05, - "logits/chosen": -6.28125, - "logits/rejected": -3.9375, - "logps/chosen": -1136.0, - "logps/rejected": -1920.0, - "loss": 0.0995, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.3125, - "rewards/margins": 6.4375, - "rewards/rejected": -13.75, + "logits/chosen": -6.25, + "logits/rejected": -4.125, + "logps/chosen": -1240.0, + "logps/rejected": -1992.0, + "loss": 0.0974, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.3125, + "rewards/margins": 6.1875, + "rewards/rejected": -14.5, "step": 1280 }, { "epoch": 1.350785340314136, - "grad_norm": 3.125176072583911, + "grad_norm": 3.6719217976392375, "learning_rate": 3.353777872207381e-05, - "logits/chosen": -5.9375, - "logits/rejected": -3.609375, - "logps/chosen": -1176.0, - "logps/rejected": -2016.0, - "loss": 0.09, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.71875, - "rewards/margins": 6.4375, - "rewards/rejected": -14.125, + "logits/chosen": -6.875, + "logits/rejected": -4.71875, + "logps/chosen": -1192.0, + "logps/rejected": -2024.0, + "loss": 0.0909, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -7.8125, + "rewards/margins": 6.375, + "rewards/rejected": -14.1875, "step": 1290 }, { "epoch": 1.3612565445026177, - "grad_norm": 1.3993462194442678, + "grad_norm": 1.8708980452478416, "learning_rate": 3.325081431269475e-05, - "logits/chosen": -4.65625, - "logits/rejected": -3.078125, - "logps/chosen": -1072.0, - "logps/rejected": -1888.0, - "loss": 0.102, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.0, - "rewards/margins": 6.0, - "rewards/rejected": -13.0, + "logits/chosen": -5.1875, + "logits/rejected": -3.5625, + "logps/chosen": -1216.0, + "logps/rejected": -2144.0, + "loss": 0.1291, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -8.4375, + "rewards/margins": 7.15625, + "rewards/rejected": -15.5625, "step": 1300 }, { "epoch": 1.3612565445026177, - "eval_logits/chosen": -4.0625, - "eval_logits/rejected": -2.09375, - "eval_logps/chosen": -1136.0, - "eval_logps/rejected": -1232.0, - "eval_loss": 1.1325156688690186, - "eval_rewards/accuracies": 0.607421875, - "eval_rewards/chosen": -8.1875, - "eval_rewards/margins": 1.28125, - "eval_rewards/rejected": -9.4375, - "eval_runtime": 46.6252, - "eval_samples_per_second": 42.895, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -4.59375, + "eval_logits/rejected": -2.65625, + "eval_logps/chosen": -1192.0, + "eval_logps/rejected": -1296.0, + "eval_loss": 1.165765643119812, + "eval_rewards/accuracies": 0.61328125, + "eval_rewards/chosen": -8.75, + "eval_rewards/margins": 1.296875, + "eval_rewards/rejected": -10.0625, + "eval_runtime": 47.0911, + "eval_samples_per_second": 42.471, + "eval_steps_per_second": 0.68, "step": 1300 }, { "epoch": 1.3717277486910995, - "grad_norm": 0.818876128439425, + "grad_norm": 1.2328616934690808, "learning_rate": 3.296262465149046e-05, - "logits/chosen": -6.3125, - "logits/rejected": -3.796875, - "logps/chosen": -1064.0, - "logps/rejected": -1800.0, - "loss": 0.091, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -6.40625, - "rewards/margins": 5.71875, - "rewards/rejected": -12.125, + "logits/chosen": -6.46875, + "logits/rejected": -3.984375, + "logps/chosen": -1112.0, + "logps/rejected": -1896.0, + "loss": 0.0845, + "rewards/accuracies": 0.96875, + "rewards/chosen": -6.9375, + "rewards/margins": 6.1875, + "rewards/rejected": -13.0625, "step": 1310 }, { "epoch": 1.3821989528795813, - "grad_norm": 0.5270776446926717, + "grad_norm": 1.1147731501344902, "learning_rate": 3.2673252534831687e-05, - "logits/chosen": -4.59375, - "logits/rejected": -2.296875, - "logps/chosen": -1096.0, - "logps/rejected": -1856.0, - "loss": 0.0744, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.09375, - "rewards/margins": 5.71875, - "rewards/rejected": -12.8125, + "logits/chosen": -5.28125, + "logits/rejected": -2.984375, + "logps/chosen": -1120.0, + "logps/rejected": -1912.0, + "loss": 0.0872, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -7.25, + "rewards/margins": 6.0625, + "rewards/rejected": -13.3125, "step": 1320 }, { "epoch": 1.3926701570680629, - "grad_norm": 4.436881380957505, + "grad_norm": 2.9882590329216883, "learning_rate": 3.2382740934684696e-05, - "logits/chosen": -2.484375, - "logits/rejected": -0.9453125, + "logits/chosen": -3.21875, + "logits/rejected": -1.6875, "logps/chosen": -1320.0, "logps/rejected": -2272.0, - "loss": 0.117, - "rewards/accuracies": 0.9312499761581421, + "loss": 0.1262, + "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -9.1875, - "rewards/margins": 7.0, - "rewards/rejected": -16.25, + "rewards/margins": 6.875, + "rewards/rejected": -16.125, "step": 1330 }, { "epoch": 1.4031413612565444, - "grad_norm": 1.6008848716024413, + "grad_norm": 1.2757300715297355, "learning_rate": 3.209113299222982e-05, - "logits/chosen": -3.5, - "logits/rejected": -2.546875, - "logps/chosen": -1088.0, - "logps/rejected": -1944.0, - "loss": 0.0991, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -7.5, - "rewards/margins": 6.3125, - "rewards/rejected": -13.8125, + "logits/chosen": -3.125, + "logits/rejected": -2.734375, + "logps/chosen": -1200.0, + "logps/rejected": -2048.0, + "loss": 0.0969, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.625, + "rewards/margins": 6.1875, + "rewards/rejected": -14.8125, "step": 1340 }, { "epoch": 1.4136125654450262, - "grad_norm": 1.7943605925009825, + "grad_norm": 2.6096513121300338, "learning_rate": 3.179847201145505e-05, - "logits/chosen": -5.3125, - "logits/rejected": -3.25, - "logps/chosen": -1080.0, - "logps/rejected": -1928.0, - "loss": 0.1004, - "rewards/accuracies": 0.9375, - "rewards/chosen": -6.625, - "rewards/margins": 5.9375, - "rewards/rejected": -12.5625, + "logits/chosen": -3.671875, + "logits/rejected": -2.515625, + "logps/chosen": -1280.0, + "logps/rejected": -2176.0, + "loss": 0.088, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.6875, + "rewards/margins": 6.4375, + "rewards/rejected": -15.125, "step": 1350 }, { "epoch": 1.4240837696335078, - "grad_norm": 0.8228436795201145, + "grad_norm": 1.0809039561122553, "learning_rate": 3.150480145272528e-05, - "logits/chosen": -5.28125, - "logits/rejected": -3.703125, - "logps/chosen": -1168.0, - "logps/rejected": -1928.0, - "loss": 0.0874, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -7.65625, - "rewards/margins": 5.90625, - "rewards/rejected": -13.5625, + "logits/chosen": -3.921875, + "logits/rejected": -2.984375, + "logps/chosen": -1368.0, + "logps/rejected": -2192.0, + "loss": 0.0968, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -9.6875, + "rewards/margins": 6.46875, + "rewards/rejected": -16.125, "step": 1360 }, { "epoch": 1.4345549738219896, - "grad_norm": 1.301711880847229, + "grad_norm": 1.2984827230940517, "learning_rate": 3.121016492632848e-05, - "logits/chosen": -5.5, - "logits/rejected": -3.484375, - "logps/chosen": -1216.0, - "logps/rejected": -2032.0, - "loss": 0.0891, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -8.125, - "rewards/margins": 6.4375, - "rewards/rejected": -14.5625, + "logits/chosen": -5.15625, + "logits/rejected": -3.53125, + "logps/chosen": -1288.0, + "logps/rejected": -2112.0, + "loss": 0.0998, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.8125, + "rewards/margins": 6.53125, + "rewards/rejected": -15.375, "step": 1370 }, { "epoch": 1.4450261780104712, - "grad_norm": 2.352292135411106, + "grad_norm": 2.3153852483970154, "learning_rate": 3.091460618599951e-05, - "logits/chosen": -4.0, - "logits/rejected": -2.28125, - "logps/chosen": -1288.0, + "logits/chosen": -4.625, + "logits/rejected": -2.75, + "logps/chosen": -1256.0, "logps/rejected": -2192.0, - "loss": 0.0916, + "loss": 0.0897, "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -9.0, - "rewards/margins": 6.875, - "rewards/rejected": -15.875, + "rewards/chosen": -8.625, + "rewards/margins": 7.15625, + "rewards/rejected": -15.8125, "step": 1380 }, { "epoch": 1.4554973821989527, - "grad_norm": 1.5668802290557498, + "grad_norm": 2.568116251434959, "learning_rate": 3.061816912242265e-05, - "logits/chosen": -4.4375, - "logits/rejected": -3.015625, - "logps/chosen": -1296.0, - "logps/rejected": -2144.0, - "loss": 0.101, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -8.8125, - "rewards/margins": 6.21875, - "rewards/rejected": -15.0, + "logits/chosen": -4.34375, + "logits/rejected": -3.03125, + "logps/chosen": -1248.0, + "logps/rejected": -2112.0, + "loss": 0.0867, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.3125, + "rewards/margins": 6.3125, + "rewards/rejected": -14.625, "step": 1390 }, { "epoch": 1.4659685863874345, - "grad_norm": 0.7617513287728593, + "grad_norm": 0.820343372273228, "learning_rate": 3.0320897756713785e-05, - "logits/chosen": -5.25, - "logits/rejected": -4.0625, - "logps/chosen": -1104.0, - "logps/rejected": -2048.0, - "loss": 0.0893, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.8125, - "rewards/margins": 6.59375, - "rewards/rejected": -13.4375, + "logits/chosen": -5.125, + "logits/rejected": -3.9375, + "logps/chosen": -1184.0, + "logps/rejected": -2208.0, + "loss": 0.0877, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -7.625, + "rewards/margins": 7.375, + "rewards/rejected": -15.0, "step": 1400 }, { "epoch": 1.4659685863874345, - "eval_logits/chosen": -3.734375, - "eval_logits/rejected": -1.765625, - "eval_logps/chosen": -1096.0, - "eval_logps/rejected": -1184.0, - "eval_loss": 1.0033906698226929, - "eval_rewards/accuracies": 0.630859375, - "eval_rewards/chosen": -7.75, - "eval_rewards/margins": 1.234375, - "eval_rewards/rejected": -9.0, - "eval_runtime": 46.638, - "eval_samples_per_second": 42.883, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -3.296875, + "eval_logits/rejected": -1.3359375, + "eval_logps/chosen": -1216.0, + "eval_logps/rejected": -1320.0, + "eval_loss": 1.1249375343322754, + "eval_rewards/accuracies": 0.625, + "eval_rewards/chosen": -9.0, + "eval_rewards/margins": 1.34375, + "eval_rewards/rejected": -10.375, + "eval_runtime": 47.0834, + "eval_samples_per_second": 42.478, + "eval_steps_per_second": 0.68, "step": 1400 }, { "epoch": 1.4764397905759163, - "grad_norm": 2.5618002762745338, + "grad_norm": 2.1170140180674855, "learning_rate": 3.002283623388332e-05, - "logits/chosen": -4.8125, - "logits/rejected": -3.09375, - "logps/chosen": -1032.0, - "logps/rejected": -1760.0, - "loss": 0.0931, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -6.6875, - "rewards/margins": 5.40625, - "rewards/rejected": -12.125, + "logits/chosen": -4.375, + "logits/rejected": -2.828125, + "logps/chosen": -1144.0, + "logps/rejected": -1928.0, + "loss": 0.1084, + "rewards/accuracies": 0.918749988079071, + "rewards/chosen": -7.8125, + "rewards/margins": 5.96875, + "rewards/rejected": -13.75, "step": 1410 }, { "epoch": 1.486910994764398, - "grad_norm": 2.727555469122087, + "grad_norm": 2.7336680921377425, "learning_rate": 2.9724028816280507e-05, - "logits/chosen": -3.84375, - "logits/rejected": -2.6875, + "logits/chosen": -3.96875, + "logits/rejected": -2.890625, "logps/chosen": -1168.0, - "logps/rejected": -1872.0, - "loss": 0.115, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -7.9375, - "rewards/margins": 5.5, - "rewards/rejected": -13.4375, + "logps/rejected": -1824.0, + "loss": 0.1188, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -7.90625, + "rewards/margins": 5.09375, + "rewards/rejected": -13.0, "step": 1420 }, { "epoch": 1.4973821989528795, - "grad_norm": 1.8670853750097924, + "grad_norm": 0.89921737457481, "learning_rate": 2.9424519877020524e-05, - "logits/chosen": -5.46875, - "logits/rejected": -3.8125, - "logps/chosen": -1224.0, - "logps/rejected": -2128.0, - "loss": 0.0922, + "logits/chosen": -5.0625, + "logits/rejected": -3.6875, + "logps/chosen": -1216.0, + "logps/rejected": -2016.0, + "loss": 0.1061, "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -8.0, - "rewards/margins": 6.34375, - "rewards/rejected": -14.375, + "rewards/chosen": -7.875, + "rewards/margins": 5.40625, + "rewards/rejected": -13.3125, "step": 1430 }, { "epoch": 1.5078534031413613, - "grad_norm": 2.082432923035952, + "grad_norm": 1.6877993547731167, "learning_rate": 2.912435389339504e-05, - "logits/chosen": -4.53125, - "logits/rejected": -1.890625, - "logps/chosen": -1184.0, - "logps/rejected": -1944.0, - "loss": 0.0963, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.9375, - "rewards/margins": 5.875, - "rewards/rejected": -13.8125, + "logits/chosen": -2.578125, + "logits/rejected": -0.2177734375, + "logps/chosen": -1256.0, + "logps/rejected": -1976.0, + "loss": 0.0907, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -8.6875, + "rewards/margins": 5.46875, + "rewards/rejected": -14.125, "step": 1440 }, { "epoch": 1.518324607329843, - "grad_norm": 2.0307989334818037, + "grad_norm": 2.999790836072498, "learning_rate": 2.8823575440267226e-05, - "logits/chosen": -5.90625, - "logits/rejected": -4.15625, - "logps/chosen": -1096.0, - "logps/rejected": -1936.0, - "loss": 0.095, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -7.03125, - "rewards/margins": 5.9375, - "rewards/rejected": -13.0, + "logits/chosen": -3.578125, + "logits/rejected": -2.46875, + "logps/chosen": -1216.0, + "logps/rejected": -2040.0, + "loss": 0.1018, + "rewards/accuracies": 0.96875, + "rewards/chosen": -8.3125, + "rewards/margins": 5.78125, + "rewards/rejected": -14.0625, "step": 1450 }, { "epoch": 1.5287958115183247, - "grad_norm": 2.0862438932717584, + "grad_norm": 2.332152261924408, "learning_rate": 2.8522229183452465e-05, - "logits/chosen": -5.53125, - "logits/rejected": -3.171875, - "logps/chosen": -1064.0, - "logps/rejected": -1768.0, - "loss": 0.1032, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.5, - "rewards/margins": 5.78125, - "rewards/rejected": -12.25, + "logits/chosen": -4.15625, + "logits/rejected": -1.703125, + "logps/chosen": -1168.0, + "logps/rejected": -1912.0, + "loss": 0.1236, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -7.53125, + "rewards/margins": 6.21875, + "rewards/rejected": -13.75, "step": 1460 }, { "epoch": 1.5392670157068062, - "grad_norm": 1.792237151103703, + "grad_norm": 2.398247558300056, "learning_rate": 2.8220359873085373e-05, - "logits/chosen": -4.65625, - "logits/rejected": -2.90625, - "logps/chosen": -1104.0, - "logps/rejected": -1920.0, - "loss": 0.0987, - "rewards/accuracies": 0.96875, - "rewards/chosen": -6.96875, - "rewards/margins": 6.0625, - "rewards/rejected": -13.0625, + "logits/chosen": -4.21875, + "logits/rejected": -2.3125, + "logps/chosen": -1128.0, + "logps/rejected": -1952.0, + "loss": 0.0829, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -7.21875, + "rewards/margins": 6.125, + "rewards/rejected": -13.3125, "step": 1470 }, { "epoch": 1.5497382198952878, - "grad_norm": 1.0375757121861808, + "grad_norm": 1.8227549611865144, "learning_rate": 2.7918012336974388e-05, - "logits/chosen": -4.53125, - "logits/rejected": -3.359375, - "logps/chosen": -1080.0, - "logps/rejected": -1848.0, - "loss": 0.0893, - "rewards/accuracies": 0.96875, - "rewards/chosen": -6.78125, - "rewards/margins": 6.09375, - "rewards/rejected": -12.875, + "logits/chosen": -3.46875, + "logits/rejected": -2.359375, + "logps/chosen": -1168.0, + "logps/rejected": -1936.0, + "loss": 0.1023, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -7.6875, + "rewards/margins": 6.125, + "rewards/rejected": -13.8125, "step": 1480 }, { "epoch": 1.5602094240837696, - "grad_norm": 1.6441271000213438, + "grad_norm": 3.5892433035479483, "learning_rate": 2.7615231473944815e-05, - "logits/chosen": -4.1875, - "logits/rejected": -2.453125, - "logps/chosen": -1104.0, - "logps/rejected": -1832.0, - "loss": 0.0834, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -7.21875, - "rewards/margins": 5.71875, - "rewards/rejected": -12.9375, + "logits/chosen": -2.125, + "logits/rejected": -0.921875, + "logps/chosen": -1272.0, + "logps/rejected": -2048.0, + "loss": 0.0891, + "rewards/accuracies": 0.96875, + "rewards/chosen": -8.875, + "rewards/margins": 6.21875, + "rewards/rejected": -15.0625, "step": 1490 }, { "epoch": 1.5706806282722514, - "grad_norm": 4.096341983067086, + "grad_norm": 2.7830723360928036, "learning_rate": 2.7312062247171327e-05, - "logits/chosen": -5.1875, - "logits/rejected": -3.59375, - "logps/chosen": -1128.0, - "logps/rejected": -1976.0, - "loss": 0.0968, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.5625, - "rewards/margins": 6.0625, - "rewards/rejected": -13.625, + "logits/chosen": -3.609375, + "logits/rejected": -2.390625, + "logps/chosen": -1216.0, + "logps/rejected": -2080.0, + "loss": 0.1044, + "rewards/accuracies": 0.9375, + "rewards/chosen": -8.4375, + "rewards/margins": 6.15625, + "rewards/rejected": -14.625, "step": 1500 }, { "epoch": 1.5706806282722514, - "eval_logits/chosen": -3.0625, - "eval_logits/rejected": -1.1015625, - "eval_logps/chosen": -1280.0, - "eval_logps/rejected": -1416.0, - "eval_loss": 1.221203088760376, - "eval_rewards/accuracies": 0.595703125, - "eval_rewards/chosen": -9.625, - "eval_rewards/margins": 1.625, - "eval_rewards/rejected": -11.25, - "eval_runtime": 46.6286, - "eval_samples_per_second": 42.892, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -1.53125, + "eval_logits/rejected": 0.318359375, + "eval_logps/chosen": -1296.0, + "eval_logps/rejected": -1424.0, + "eval_loss": 1.152273416519165, + "eval_rewards/accuracies": 0.6484375, + "eval_rewards/chosen": -9.75, + "eval_rewards/margins": 1.6328125, + "eval_rewards/rejected": -11.375, + "eval_runtime": 47.0923, + "eval_samples_per_second": 42.47, + "eval_steps_per_second": 0.68, "step": 1500 }, { "epoch": 1.581151832460733, - "grad_norm": 1.3761788744023733, + "grad_norm": 0.542876855072402, "learning_rate": 2.7008549677500876e-05, - "logits/chosen": -6.28125, - "logits/rejected": -4.4375, - "logps/chosen": -1192.0, - "logps/rejected": -1952.0, - "loss": 0.0978, + "logits/chosen": -4.9375, + "logits/rejected": -3.328125, + "logps/chosen": -1168.0, + "logps/rejected": -1888.0, + "loss": 0.0931, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -7.6875, - "rewards/margins": 5.9375, - "rewards/rejected": -13.625, + "rewards/chosen": -7.5, + "rewards/margins": 5.5625, + "rewards/rejected": -13.0625, "step": 1510 }, { "epoch": 1.5916230366492146, - "grad_norm": 1.7673584569409686, + "grad_norm": 1.021372172518936, "learning_rate": 2.670473883676709e-05, - "logits/chosen": -5.625, - "logits/rejected": -3.765625, - "logps/chosen": -1192.0, - "logps/rejected": -2176.0, - "loss": 0.076, + "logits/chosen": -3.421875, + "logits/rejected": -2.265625, + "logps/chosen": -1224.0, + "logps/rejected": -2160.0, + "loss": 0.0753, "rewards/accuracies": 0.96875, - "rewards/chosen": -7.8125, - "rewards/margins": 6.625, - "rewards/rejected": -14.4375, + "rewards/chosen": -8.125, + "rewards/margins": 6.25, + "rewards/rejected": -14.375, "step": 1520 }, { "epoch": 1.6020942408376964, - "grad_norm": 2.8473280798246337, + "grad_norm": 2.0816524921421324, "learning_rate": 2.6400674841097074e-05, - "logits/chosen": -6.34375, - "logits/rejected": -4.4375, - "logps/chosen": -1264.0, - "logps/rejected": -1984.0, - "loss": 0.0908, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -8.5625, - "rewards/margins": 5.78125, - "rewards/rejected": -14.375, + "logits/chosen": -4.3125, + "logits/rejected": -3.0, + "logps/chosen": -1360.0, + "logps/rejected": -2096.0, + "loss": 0.0919, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -9.5, + "rewards/margins": 5.9375, + "rewards/rejected": -15.4375, "step": 1530 }, { "epoch": 1.6125654450261782, - "grad_norm": 1.4334704714919722, + "grad_norm": 1.925179478757633, "learning_rate": 2.609640284421158e-05, - "logits/chosen": -6.4375, - "logits/rejected": -4.40625, - "logps/chosen": -1160.0, - "logps/rejected": -1928.0, - "loss": 0.105, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.625, - "rewards/margins": 6.125, - "rewards/rejected": -13.75, + "logits/chosen": -5.25, + "logits/rejected": -3.5625, + "logps/chosen": -1256.0, + "logps/rejected": -2048.0, + "loss": 0.1042, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.5625, + "rewards/margins": 6.46875, + "rewards/rejected": -15.0625, "step": 1540 }, { "epoch": 1.6230366492146597, - "grad_norm": 1.7976112099630002, + "grad_norm": 1.3879869247573788, "learning_rate": 2.5791968030719726e-05, - "logits/chosen": -6.78125, - "logits/rejected": -4.375, - "logps/chosen": -1096.0, - "logps/rejected": -1896.0, - "loss": 0.0956, + "logits/chosen": -6.875, + "logits/rejected": -4.65625, + "logps/chosen": -1184.0, + "logps/rejected": -2016.0, + "loss": 0.088, "rewards/accuracies": 0.96875, - "rewards/chosen": -6.5, - "rewards/margins": 6.09375, - "rewards/rejected": -12.625, + "rewards/chosen": -7.4375, + "rewards/margins": 6.375, + "rewards/rejected": -13.8125, "step": 1550 }, { "epoch": 1.6335078534031413, - "grad_norm": 2.344835879610543, + "grad_norm": 1.9339185977439384, "learning_rate": 2.548741560940902e-05, - "logits/chosen": -6.5, - "logits/rejected": -4.5625, - "logps/chosen": -1072.0, - "logps/rejected": -1928.0, - "loss": 0.0998, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.71875, - "rewards/margins": 6.0, - "rewards/rejected": -12.75, + "logits/chosen": -6.71875, + "logits/rejected": -4.9375, + "logps/chosen": -1112.0, + "logps/rejected": -2016.0, + "loss": 0.0984, + "rewards/accuracies": 0.96875, + "rewards/chosen": -7.125, + "rewards/margins": 6.53125, + "rewards/rejected": -13.625, "step": 1560 }, { "epoch": 1.6439790575916229, - "grad_norm": 1.6914663154842435, + "grad_norm": 2.7758278606408666, "learning_rate": 2.5182790806531787e-05, - "logits/chosen": -4.125, - "logits/rejected": -3.109375, - "logps/chosen": -1224.0, - "logps/rejected": -2080.0, - "loss": 0.1025, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -8.0, - "rewards/margins": 6.65625, - "rewards/rejected": -14.6875, + "logits/chosen": -6.0, + "logits/rejected": -4.75, + "logps/chosen": -1176.0, + "logps/rejected": -2048.0, + "loss": 0.113, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -7.5625, + "rewards/margins": 6.71875, + "rewards/rejected": -14.3125, "step": 1570 }, { "epoch": 1.6544502617801047, - "grad_norm": 2.7577901809452747, + "grad_norm": 2.015381760096074, "learning_rate": 2.4878138859089074e-05, - "logits/chosen": -4.03125, - "logits/rejected": -2.546875, - "logps/chosen": -1168.0, + "logits/chosen": -6.1875, + "logits/rejected": -4.28125, + "logps/chosen": -1160.0, "logps/rejected": -2048.0, - "loss": 0.0836, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.65625, - "rewards/margins": 6.84375, - "rewards/rejected": -14.5, + "loss": 0.0796, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -7.59375, + "rewards/margins": 6.96875, + "rewards/rejected": -14.5625, "step": 1580 }, { "epoch": 1.6649214659685865, - "grad_norm": 1.5159383239881494, + "grad_norm": 1.1340180389635373, "learning_rate": 2.4573505008112924e-05, - "logits/chosen": -3.828125, - "logits/rejected": -2.15625, - "logps/chosen": -1192.0, - "logps/rejected": -1888.0, - "loss": 0.074, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.90625, - "rewards/margins": 5.8125, - "rewards/rejected": -13.75, + "logits/chosen": -5.6875, + "logits/rejected": -3.859375, + "logps/chosen": -1240.0, + "logps/rejected": -1968.0, + "loss": 0.066, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -8.375, + "rewards/margins": 6.1875, + "rewards/rejected": -14.5, "step": 1590 }, { "epoch": 1.675392670157068, - "grad_norm": 1.6817330614934756, + "grad_norm": 1.4426622442082426, "learning_rate": 2.4268934491948032e-05, - "logits/chosen": -3.375, - "logits/rejected": -2.40625, - "logps/chosen": -1256.0, - "logps/rejected": -2000.0, - "loss": 0.082, - "rewards/accuracies": 0.9375, - "rewards/chosen": -8.5, - "rewards/margins": 6.09375, - "rewards/rejected": -14.5625, + "logits/chosen": -5.0625, + "logits/rejected": -3.875, + "logps/chosen": -1336.0, + "logps/rejected": -2064.0, + "loss": 0.0798, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -9.25, + "rewards/margins": 5.9375, + "rewards/rejected": -15.1875, "step": 1600 }, { "epoch": 1.675392670157068, - "eval_logits/chosen": -0.287109375, - "eval_logits/rejected": 1.4609375, - "eval_logps/chosen": -1408.0, - "eval_logps/rejected": -1528.0, - "eval_loss": 1.2544218301773071, - "eval_rewards/accuracies": 0.60546875, - "eval_rewards/chosen": -10.875, - "eval_rewards/margins": 1.515625, - "eval_rewards/rejected": -12.375, - "eval_runtime": 46.6215, - "eval_samples_per_second": 42.899, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -2.234375, + "eval_logits/rejected": -0.361328125, + "eval_logps/chosen": -1488.0, + "eval_logps/rejected": -1624.0, + "eval_loss": 1.3625078201293945, + "eval_rewards/accuracies": 0.6171875, + "eval_rewards/chosen": -11.6875, + "eval_rewards/margins": 1.65625, + "eval_rewards/rejected": -13.375, + "eval_runtime": 47.0885, + "eval_samples_per_second": 42.473, + "eval_steps_per_second": 0.68, "step": 1600 }, { "epoch": 1.6858638743455496, - "grad_norm": 0.43405874807942346, + "grad_norm": 1.0310987175899597, "learning_rate": 2.396447253953385e-05, - "logits/chosen": -3.734375, - "logits/rejected": -2.546875, - "logps/chosen": -1312.0, - "logps/rejected": -2160.0, - "loss": 0.0693, + "logits/chosen": -5.75, + "logits/rejected": -4.15625, + "logps/chosen": -1352.0, + "logps/rejected": -2240.0, + "loss": 0.0718, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -8.75, - "rewards/margins": 6.96875, - "rewards/rejected": -15.75, + "rewards/chosen": -9.125, + "rewards/margins": 7.3125, + "rewards/rejected": -16.5, "step": 1610 }, { "epoch": 1.6963350785340314, - "grad_norm": 1.8682621956809984, + "grad_norm": 1.5346354875413641, "learning_rate": 2.3660164363687998e-05, - "logits/chosen": -3.859375, - "logits/rejected": -2.234375, - "logps/chosen": -1288.0, - "logps/rejected": -2112.0, - "loss": 0.0701, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -8.3125, - "rewards/margins": 6.65625, - "rewards/rejected": -15.0, + "logits/chosen": -6.09375, + "logits/rejected": -4.34375, + "logps/chosen": -1304.0, + "logps/rejected": -2096.0, + "loss": 0.0764, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.5625, + "rewards/margins": 6.3125, + "rewards/rejected": -14.8125, "step": 1620 }, { "epoch": 1.7068062827225132, - "grad_norm": 2.3638432631185684, + "grad_norm": 2.616419576418859, "learning_rate": 2.33560551543922e-05, - "logits/chosen": -4.09375, - "logits/rejected": -2.515625, - "logps/chosen": -1160.0, - "logps/rejected": -1936.0, - "loss": 0.0815, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -7.28125, - "rewards/margins": 6.0, - "rewards/rejected": -13.3125, + "logits/chosen": -6.09375, + "logits/rejected": -3.953125, + "logps/chosen": -1208.0, + "logps/rejected": -1992.0, + "loss": 0.073, + "rewards/accuracies": 0.96875, + "rewards/chosen": -7.78125, + "rewards/margins": 6.09375, + "rewards/rejected": -13.875, "step": 1630 }, { "epoch": 1.7172774869109948, - "grad_norm": 1.8312961050539147, + "grad_norm": 1.745924264164314, "learning_rate": 2.3052190072081493e-05, - "logits/chosen": -3.734375, - "logits/rejected": -1.796875, - "logps/chosen": -1152.0, - "logps/rejected": -1936.0, - "loss": 0.0768, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -7.40625, - "rewards/margins": 6.59375, - "rewards/rejected": -14.0, + "logits/chosen": -5.78125, + "logits/rejected": -3.21875, + "logps/chosen": -1224.0, + "logps/rejected": -1992.0, + "loss": 0.0798, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.1875, + "rewards/margins": 6.40625, + "rewards/rejected": -14.5625, "step": 1640 }, { "epoch": 1.7277486910994764, - "grad_norm": 0.9024961976467272, + "grad_norm": 1.0855532344640153, "learning_rate": 2.2748614240937864e-05, - "logits/chosen": -3.640625, - "logits/rejected": -2.265625, - "logps/chosen": -1096.0, - "logps/rejected": -2008.0, - "loss": 0.0631, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.0625, - "rewards/margins": 6.8125, - "rewards/rejected": -13.875, + "logits/chosen": -4.59375, + "logits/rejected": -3.21875, + "logps/chosen": -1240.0, + "logps/rejected": -2208.0, + "loss": 0.0601, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.5, + "rewards/margins": 7.3125, + "rewards/rejected": -15.8125, "step": 1650 }, { "epoch": 1.738219895287958, - "grad_norm": 1.9173753677799552, + "grad_norm": 2.2131216719549776, "learning_rate": 2.2445372742189334e-05, - "logits/chosen": -3.109375, - "logits/rejected": -1.4375, - "logps/chosen": -1288.0, - "logps/rejected": -2240.0, - "loss": 0.0891, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -8.6875, - "rewards/margins": 7.28125, - "rewards/rejected": -16.0, + "logits/chosen": -4.21875, + "logits/rejected": -2.203125, + "logps/chosen": -1352.0, + "logps/rejected": -2336.0, + "loss": 0.1005, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -9.3125, + "rewards/margins": 7.5625, + "rewards/rejected": -16.875, "step": 1660 }, { "epoch": 1.7486910994764397, - "grad_norm": 2.0859799153453613, + "grad_norm": 1.532888727305927, "learning_rate": 2.214251060741528e-05, - "logits/chosen": -3.03125, - "logits/rejected": -1.7890625, - "logps/chosen": -1392.0, - "logps/rejected": -2336.0, - "loss": 0.0693, + "logits/chosen": -5.1875, + "logits/rejected": -3.28125, + "logps/chosen": -1296.0, + "logps/rejected": -2176.0, + "loss": 0.0749, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.75, - "rewards/margins": 7.4375, - "rewards/rejected": -17.125, + "rewards/chosen": -8.6875, + "rewards/margins": 6.78125, + "rewards/rejected": -15.4375, "step": 1670 }, { "epoch": 1.7591623036649215, - "grad_norm": 1.8184345910733002, + "grad_norm": 2.7468523088707806, "learning_rate": 2.1840072811859302e-05, - "logits/chosen": -3.078125, - "logits/rejected": -1.5703125, - "logps/chosen": -1368.0, - "logps/rejected": -2288.0, - "loss": 0.0778, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -9.25, - "rewards/margins": 7.34375, - "rewards/rejected": -16.625, + "logits/chosen": -5.0625, + "logits/rejected": -3.0625, + "logps/chosen": -1296.0, + "logps/rejected": -2160.0, + "loss": 0.0872, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.5, + "rewards/margins": 6.8125, + "rewards/rejected": -15.3125, "step": 1680 }, { "epoch": 1.7696335078534031, - "grad_norm": 1.2891188477486866, + "grad_norm": 1.88322783183091, "learning_rate": 2.1538104267750287e-05, - "logits/chosen": -3.09375, - "logits/rejected": -1.734375, - "logps/chosen": -1136.0, - "logps/rejected": -1872.0, - "loss": 0.1045, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.4375, - "rewards/margins": 5.71875, - "rewards/rejected": -13.1875, + "logits/chosen": -4.0625, + "logits/rejected": -2.46875, + "logps/chosen": -1232.0, + "logps/rejected": -1992.0, + "loss": 0.1035, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.4375, + "rewards/margins": 5.90625, + "rewards/rejected": -14.3125, "step": 1690 }, { "epoch": 1.7801047120418847, - "grad_norm": 1.3581495655114637, + "grad_norm": 1.6324407923143298, "learning_rate": 2.1236649817632952e-05, - "logits/chosen": -4.0, - "logits/rejected": -3.140625, - "logps/chosen": -1056.0, - "logps/rejected": -1808.0, - "loss": 0.0972, - "rewards/accuracies": 0.9375, - "rewards/chosen": -6.90625, + "logits/chosen": -3.9375, + "logits/rejected": -3.0625, + "logps/chosen": -1272.0, + "logps/rejected": -2032.0, + "loss": 0.0847, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -9.125, "rewards/margins": 5.6875, - "rewards/rejected": -12.5625, + "rewards/rejected": -14.8125, "step": 1700 }, { "epoch": 1.7801047120418847, - "eval_logits/chosen": -1.984375, - "eval_logits/rejected": -0.294921875, - "eval_logps/chosen": -1208.0, - "eval_logps/rejected": -1320.0, - "eval_loss": 1.1152499914169312, - "eval_rewards/accuracies": 0.60546875, - "eval_rewards/chosen": -8.875, - "eval_rewards/margins": 1.421875, - "eval_rewards/rejected": -10.3125, - "eval_runtime": 46.6349, - "eval_samples_per_second": 42.886, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -1.09375, + "eval_logits/rejected": 0.578125, + "eval_logps/chosen": -1544.0, + "eval_logps/rejected": -1656.0, + "eval_loss": 1.307437539100647, + "eval_rewards/accuracies": 0.62109375, + "eval_rewards/chosen": -12.25, + "eval_rewards/margins": 1.4375, + "eval_rewards/rejected": -13.6875, + "eval_runtime": 47.1105, + "eval_samples_per_second": 42.453, + "eval_steps_per_second": 0.679, "step": 1700 }, { "epoch": 1.7905759162303665, - "grad_norm": 3.045548713113102, + "grad_norm": 3.4698621331944133, "learning_rate": 2.093575422770872e-05, - "logits/chosen": -3.671875, - "logits/rejected": -2.484375, - "logps/chosen": -1064.0, - "logps/rejected": -1784.0, - "loss": 0.0938, + "logits/chosen": -2.5, + "logits/rejected": -1.546875, + "logps/chosen": -1408.0, + "logps/rejected": -2192.0, + "loss": 0.08, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -6.875, - "rewards/margins": 5.65625, - "rewards/rejected": -12.5, + "rewards/chosen": -10.3125, + "rewards/margins": 6.34375, + "rewards/rejected": -16.625, "step": 1710 }, { "epoch": 1.8010471204188483, - "grad_norm": 2.074792223244018, + "grad_norm": 3.244021486396508, "learning_rate": 2.0635462181187827e-05, - "logits/chosen": -4.5625, - "logits/rejected": -3.359375, - "logps/chosen": -1224.0, - "logps/rejected": -2112.0, - "loss": 0.0862, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -8.1875, - "rewards/margins": 6.59375, - "rewards/rejected": -14.8125, + "logits/chosen": -3.4375, + "logits/rejected": -2.5625, + "logps/chosen": -1496.0, + "logps/rejected": -2432.0, + "loss": 0.0912, + "rewards/accuracies": 0.96875, + "rewards/chosen": -10.9375, + "rewards/margins": 6.96875, + "rewards/rejected": -17.875, "step": 1720 }, { "epoch": 1.8115183246073299, - "grad_norm": 2.0771716318505757, + "grad_norm": 2.602033619168437, "learning_rate": 2.0335818271653917e-05, - "logits/chosen": -4.6875, - "logits/rejected": -3.5, - "logps/chosen": -1096.0, - "logps/rejected": -1936.0, - "loss": 0.073, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -6.9375, - "rewards/margins": 6.28125, - "rewards/rejected": -13.1875, + "logits/chosen": -4.15625, + "logits/rejected": -3.015625, + "logps/chosen": -1312.0, + "logps/rejected": -2160.0, + "loss": 0.0834, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -9.125, + "rewards/margins": 6.34375, + "rewards/rejected": -15.4375, "step": 1730 }, { "epoch": 1.8219895287958114, - "grad_norm": 1.6183678632381786, + "grad_norm": 2.7601551424860826, "learning_rate": 2.0036866996441815e-05, - "logits/chosen": -4.71875, - "logits/rejected": -2.4375, - "logps/chosen": -1176.0, - "logps/rejected": -2016.0, - "loss": 0.0751, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -7.71875, - "rewards/margins": 6.6875, - "rewards/rejected": -14.375, + "logits/chosen": -4.40625, + "logits/rejected": -2.375, + "logps/chosen": -1272.0, + "logps/rejected": -2096.0, + "loss": 0.0875, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.75, + "rewards/margins": 6.375, + "rewards/rejected": -15.125, "step": 1740 }, { "epoch": 1.8324607329842932, - "grad_norm": 1.96383796631754, + "grad_norm": 3.55242376181993, "learning_rate": 1.9738652750029677e-05, - "logits/chosen": -3.90625, - "logits/rejected": -2.359375, - "logps/chosen": -1256.0, - "logps/rejected": -2176.0, - "loss": 0.0727, + "logits/chosen": -3.453125, + "logits/rejected": -2.296875, + "logps/chosen": -1352.0, + "logps/rejected": -2224.0, + "loss": 0.0833, "rewards/accuracies": 0.96875, - "rewards/chosen": -8.375, - "rewards/margins": 7.40625, - "rewards/rejected": -15.75, + "rewards/chosen": -9.25, + "rewards/margins": 7.0, + "rewards/rejected": -16.25, "step": 1750 }, { "epoch": 1.8429319371727748, - "grad_norm": 1.8600399859166736, + "grad_norm": 2.4991335839252526, "learning_rate": 1.944121981744631e-05, - "logits/chosen": -4.8125, - "logits/rejected": -2.953125, - "logps/chosen": -1296.0, - "logps/rejected": -2288.0, - "loss": 0.0823, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -8.4375, - "rewards/margins": 7.625, - "rewards/rejected": -16.0, + "logits/chosen": -5.21875, + "logits/rejected": -3.484375, + "logps/chosen": -1352.0, + "logps/rejected": -2240.0, + "loss": 0.0849, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -9.0, + "rewards/margins": 6.5625, + "rewards/rejected": -15.625, "step": 1760 }, { "epoch": 1.8534031413612566, - "grad_norm": 1.4254977139340186, + "grad_norm": 1.0867713650815005, "learning_rate": 1.9144612367694887e-05, - "logits/chosen": -3.984375, - "logits/rejected": -2.078125, - "logps/chosen": -1128.0, - "logps/rejected": -1928.0, - "loss": 0.0785, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.25, - "rewards/margins": 6.6875, - "rewards/rejected": -13.9375, + "logits/chosen": -5.125, + "logits/rejected": -3.3125, + "logps/chosen": -1240.0, + "logps/rejected": -2008.0, + "loss": 0.0667, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.375, + "rewards/margins": 6.3125, + "rewards/rejected": -14.6875, "step": 1770 }, { "epoch": 1.8638743455497382, - "grad_norm": 3.5029641552411337, + "grad_norm": 1.5280300607044794, "learning_rate": 1.8848874447193803e-05, - "logits/chosen": -2.9375, - "logits/rejected": -1.2578125, - "logps/chosen": -1144.0, - "logps/rejected": -1944.0, - "loss": 0.0917, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.53125, - "rewards/margins": 6.65625, - "rewards/rejected": -14.1875, + "logits/chosen": -4.1875, + "logits/rejected": -2.4375, + "logps/chosen": -1304.0, + "logps/rejected": -2128.0, + "loss": 0.0814, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -9.125, + "rewards/margins": 6.90625, + "rewards/rejected": -16.0, "step": 1780 }, { "epoch": 1.8743455497382198, - "grad_norm": 2.6217409118658677, + "grad_norm": 2.4360778138595505, "learning_rate": 1.855404997323571e-05, - "logits/chosen": -3.625, - "logits/rejected": -2.40625, - "logps/chosen": -1184.0, - "logps/rejected": -1984.0, - "loss": 0.0938, + "logits/chosen": -5.125, + "logits/rejected": -3.671875, + "logps/chosen": -1336.0, + "logps/rejected": -2176.0, + "loss": 0.0884, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -7.75, - "rewards/margins": 6.53125, - "rewards/rejected": -14.3125, + "rewards/chosen": -9.25, + "rewards/margins": 6.96875, + "rewards/rejected": -16.25, "step": 1790 }, { "epoch": 1.8848167539267016, - "grad_norm": 1.2265373653162488, + "grad_norm": 1.3496661620645678, "learning_rate": 1.82601827274658e-05, - "logits/chosen": -3.84375, - "logits/rejected": -2.046875, - "logps/chosen": -1056.0, - "logps/rejected": -1784.0, - "loss": 0.1053, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.78125, - "rewards/margins": 5.9375, - "rewards/rejected": -12.75, + "logits/chosen": -5.5625, + "logits/rejected": -3.703125, + "logps/chosen": -1216.0, + "logps/rejected": -1952.0, + "loss": 0.1018, + "rewards/accuracies": 0.96875, + "rewards/chosen": -8.375, + "rewards/margins": 6.0, + "rewards/rejected": -14.375, "step": 1800 }, { "epoch": 1.8848167539267016, - "eval_logits/chosen": -1.265625, - "eval_logits/rejected": 0.60546875, - "eval_logps/chosen": -1088.0, - "eval_logps/rejected": -1200.0, - "eval_loss": 1.0633906126022339, - "eval_rewards/accuracies": 0.623046875, - "eval_rewards/chosen": -7.6875, - "eval_rewards/margins": 1.4375, - "eval_rewards/rejected": -9.125, - "eval_runtime": 46.632, - "eval_samples_per_second": 42.889, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -3.3125, + "eval_logits/rejected": -1.421875, + "eval_logps/chosen": -1264.0, + "eval_logps/rejected": -1376.0, + "eval_loss": 1.1159921884536743, + "eval_rewards/accuracies": 0.638671875, + "eval_rewards/chosen": -9.4375, + "eval_rewards/margins": 1.421875, + "eval_rewards/rejected": -10.8125, + "eval_runtime": 47.1075, + "eval_samples_per_second": 42.456, + "eval_steps_per_second": 0.679, "step": 1800 }, { "epoch": 1.8952879581151834, - "grad_norm": 3.698381135634359, + "grad_norm": 2.506337636253115, "learning_rate": 1.7967316349380213e-05, - "logits/chosen": -3.296875, - "logits/rejected": -2.03125, - "logps/chosen": -996.0, - "logps/rejected": -1728.0, - "loss": 0.0923, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -6.25, - "rewards/margins": 5.84375, - "rewards/rejected": -12.0625, + "logits/chosen": -5.03125, + "logits/rejected": -3.71875, + "logps/chosen": -1176.0, + "logps/rejected": -1936.0, + "loss": 0.0892, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.0625, + "rewards/margins": 6.09375, + "rewards/rejected": -14.125, "step": 1810 }, { "epoch": 1.905759162303665, - "grad_norm": 1.2925052376816188, + "grad_norm": 1.9237111956589796, "learning_rate": 1.7675494329845516e-05, - "logits/chosen": -2.90625, - "logits/rejected": -1.453125, - "logps/chosen": -1144.0, - "logps/rejected": -1960.0, - "loss": 0.0777, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -7.59375, - "rewards/margins": 6.28125, - "rewards/rejected": -13.875, + "logits/chosen": -4.75, + "logits/rejected": -3.171875, + "logps/chosen": -1312.0, + "logps/rejected": -2112.0, + "loss": 0.0655, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -9.1875, + "rewards/margins": 6.21875, + "rewards/rejected": -15.4375, "step": 1820 }, { "epoch": 1.9162303664921465, - "grad_norm": 0.8622030234952285, + "grad_norm": 0.582904913258408, "learning_rate": 1.738476000464026e-05, - "logits/chosen": -3.390625, - "logits/rejected": -1.6640625, - "logps/chosen": -1072.0, - "logps/rejected": -1888.0, - "loss": 0.086, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -6.8125, + "logits/chosen": -5.25, + "logits/rejected": -3.5, + "logps/chosen": -1248.0, + "logps/rejected": -2064.0, + "loss": 0.0875, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -8.5625, "rewards/margins": 6.5625, - "rewards/rejected": -13.375, + "rewards/rejected": -15.125, "step": 1830 }, { - "epoch": 1.9267015706806283, - "grad_norm": 1.7739326531475843, - "learning_rate": 1.7095156548019646e-05, - "logits/chosen": -4.75, - "logits/rejected": -3.015625, - "logps/chosen": -1048.0, - "logps/rejected": -1928.0, - "loss": 0.0803, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -6.65625, - "rewards/margins": 6.71875, - "rewards/rejected": -13.375, + "epoch": 1.9267015706806283, + "grad_norm": 3.7238681440342476, + "learning_rate": 1.7095156548019646e-05, + "logits/chosen": -6.75, + "logits/rejected": -4.8125, + "logps/chosen": -1232.0, + "logps/rejected": -2112.0, + "loss": 0.0851, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -8.5, + "rewards/margins": 6.8125, + "rewards/rejected": -15.3125, "step": 1840 }, { "epoch": 1.93717277486911, - "grad_norm": 3.366028477915385, + "grad_norm": 3.2782252173379, "learning_rate": 1.6806726966304064e-05, - "logits/chosen": -4.65625, - "logits/rejected": -2.671875, - "logps/chosen": -1144.0, - "logps/rejected": -1912.0, - "loss": 0.102, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -7.15625, + "logits/chosen": -6.125, + "logits/rejected": -4.25, + "logps/chosen": -1344.0, + "logps/rejected": -2112.0, + "loss": 0.1105, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -9.1875, "rewards/margins": 6.03125, - "rewards/rejected": -13.1875, + "rewards/rejected": -15.1875, "step": 1850 }, { "epoch": 1.9476439790575917, - "grad_norm": 1.5697122318440628, + "grad_norm": 1.6699418962967145, "learning_rate": 1.6519514091492625e-05, - "logits/chosen": -4.03125, - "logits/rejected": -2.578125, - "logps/chosen": -1064.0, - "logps/rejected": -1864.0, - "loss": 0.0829, + "logits/chosen": -5.40625, + "logits/rejected": -4.03125, + "logps/chosen": -1232.0, + "logps/rejected": -2040.0, + "loss": 0.0809, "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -7.0, - "rewards/margins": 6.5, - "rewards/rejected": -13.5, + "rewards/chosen": -8.6875, + "rewards/margins": 6.53125, + "rewards/rejected": -15.25, "step": 1860 }, { "epoch": 1.9581151832460733, - "grad_norm": 2.1968085541085003, + "grad_norm": 1.3679248396395456, "learning_rate": 1.6233560574902627e-05, - "logits/chosen": -3.265625, - "logits/rejected": -1.640625, - "logps/chosen": -1064.0, - "logps/rejected": -1936.0, - "loss": 0.1028, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.09375, + "logits/chosen": -5.21875, + "logits/rejected": -3.453125, + "logps/chosen": -1200.0, + "logps/rejected": -2080.0, + "loss": 0.0936, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -8.4375, "rewards/margins": 6.4375, - "rewards/rejected": -13.5, + "rewards/rejected": -14.875, "step": 1870 }, { "epoch": 1.9685863874345548, - "grad_norm": 1.238671179667089, + "grad_norm": 2.4854442522097564, "learning_rate": 1.5948908880835753e-05, - "logits/chosen": -3.453125, - "logits/rejected": -1.65625, - "logps/chosen": -1088.0, - "logps/rejected": -1848.0, - "loss": 0.0764, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.0, - "rewards/margins": 6.21875, - "rewards/rejected": -13.25, + "logits/chosen": -5.625, + "logits/rejected": -3.3125, + "logps/chosen": -1272.0, + "logps/rejected": -2048.0, + "loss": 0.081, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -8.8125, + "rewards/margins": 6.4375, + "rewards/rejected": -15.25, "step": 1880 }, { "epoch": 1.9790575916230366, - "grad_norm": 1.2524311881941284, + "grad_norm": 1.01399499181541, "learning_rate": 1.5665601280272124e-05, - "logits/chosen": -3.796875, - "logits/rejected": -2.4375, - "logps/chosen": -1120.0, - "logps/rejected": -1952.0, - "loss": 0.0894, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -7.375, - "rewards/margins": 6.09375, - "rewards/rejected": -13.5, + "logits/chosen": -6.15625, + "logits/rejected": -4.5, + "logps/chosen": -1216.0, + "logps/rejected": -2064.0, + "loss": 0.0831, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -8.3125, + "rewards/margins": 6.28125, + "rewards/rejected": -14.5625, "step": 1890 }, { "epoch": 1.9895287958115184, - "grad_norm": 1.8642022626087018, + "grad_norm": 2.2420767620448676, "learning_rate": 1.538367984459298e-05, - "logits/chosen": -3.171875, - "logits/rejected": -1.53125, - "logps/chosen": -1096.0, - "logps/rejected": -1984.0, - "loss": 0.0543, + "logits/chosen": -5.71875, + "logits/rejected": -3.46875, + "logps/chosen": -1152.0, + "logps/rejected": -2024.0, + "loss": 0.0649, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -7.28125, - "rewards/margins": 6.84375, - "rewards/rejected": -14.125, + "rewards/chosen": -7.90625, + "rewards/margins": 6.59375, + "rewards/rejected": -14.5, "step": 1900 }, { "epoch": 1.9895287958115184, - "eval_logits/chosen": -0.5390625, - "eval_logits/rejected": 1.1953125, - "eval_logps/chosen": -1384.0, - "eval_logps/rejected": -1512.0, - "eval_loss": 1.3391094207763672, - "eval_rewards/accuracies": 0.6328125, - "eval_rewards/chosen": -10.625, - "eval_rewards/margins": 1.625, - "eval_rewards/rejected": -12.25, - "eval_runtime": 46.6172, - "eval_samples_per_second": 42.903, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -3.046875, + "eval_logits/rejected": -1.03125, + "eval_logps/chosen": -1392.0, + "eval_logps/rejected": -1536.0, + "eval_loss": 1.314226508140564, + "eval_rewards/accuracies": 0.62109375, + "eval_rewards/chosen": -10.75, + "eval_rewards/margins": 1.6796875, + "eval_rewards/rejected": -12.4375, + "eval_runtime": 47.0816, + "eval_samples_per_second": 42.479, + "eval_steps_per_second": 0.68, "step": 1900 }, { "epoch": 2.0, - "grad_norm": 3.152387361974524, + "grad_norm": 2.039933962862527, "learning_rate": 1.5103186439333133e-05, - "logits/chosen": -2.53125, - "logits/rejected": -1.7109375, - "logps/chosen": -1160.0, - "logps/rejected": -2160.0, - "loss": 0.1001, - "rewards/accuracies": 0.96875, - "rewards/chosen": -7.84375, - "rewards/margins": 7.96875, - "rewards/rejected": -15.8125, + "logits/chosen": -4.4375, + "logits/rejected": -3.3125, + "logps/chosen": -1256.0, + "logps/rejected": -2224.0, + "loss": 0.1064, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -8.75, + "rewards/margins": 7.78125, + "rewards/rejected": -16.5, "step": 1910 }, { "epoch": 2.0104712041884816, - "grad_norm": 0.36179553406631054, + "grad_norm": 0.5977599378677944, "learning_rate": 1.4824162717963829e-05, - "logits/chosen": -3.234375, - "logits/rejected": -0.66796875, - "logps/chosen": -1136.0, - "logps/rejected": -2080.0, - "loss": 0.0155, - "rewards/accuracies": 1.0, - "rewards/chosen": -7.4375, - "rewards/margins": 8.0, - "rewards/rejected": -15.4375, + "logits/chosen": -5.1875, + "logits/rejected": -2.125, + "logps/chosen": -1232.0, + "logps/rejected": -2192.0, + "loss": 0.0153, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -8.375, + "rewards/margins": 8.0625, + "rewards/rejected": -16.375, "step": 1920 }, { "epoch": 2.020942408376963, - "grad_norm": 0.12208535086886389, + "grad_norm": 0.36787439417115725, "learning_rate": 1.4546650115707192e-05, - "logits/chosen": -3.578125, - "logits/rejected": -1.9296875, - "logps/chosen": -1136.0, - "logps/rejected": -2040.0, - "loss": 0.0133, + "logits/chosen": -5.53125, + "logits/rejected": -3.484375, + "logps/chosen": -1240.0, + "logps/rejected": -2160.0, + "loss": 0.0127, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -7.625, - "rewards/margins": 7.96875, - "rewards/rejected": -15.625, + "rewards/chosen": -8.6875, + "rewards/margins": 8.0625, + "rewards/rejected": -16.75, "step": 1930 }, { "epoch": 2.031413612565445, - "grad_norm": 0.1708741890155528, + "grad_norm": 0.061516779366227535, "learning_rate": 1.4270689843383111e-05, - "logits/chosen": -1.5546875, - "logits/rejected": 0.16015625, - "logps/chosen": -1256.0, - "logps/rejected": -2336.0, - "loss": 0.0164, + "logits/chosen": -3.765625, + "logits/rejected": -1.625, + "logps/chosen": -1384.0, + "logps/rejected": -2448.0, + "loss": 0.0133, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -8.5625, - "rewards/margins": 9.3125, - "rewards/rejected": -17.875, + "rewards/chosen": -9.8125, + "rewards/margins": 9.1875, + "rewards/rejected": -19.0, "step": 1940 }, { "epoch": 2.0418848167539267, - "grad_norm": 0.32979174746088114, + "grad_norm": 0.3655557372419591, "learning_rate": 1.3996322881289347e-05, - "logits/chosen": -2.578125, - "logits/rejected": -0.7421875, - "logps/chosen": -1248.0, - "logps/rejected": -2352.0, - "loss": 0.0174, + "logits/chosen": -4.5, + "logits/rejected": -2.375, + "logps/chosen": -1376.0, + "logps/rejected": -2496.0, + "loss": 0.0212, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -8.8125, - "rewards/margins": 9.1875, - "rewards/rejected": -18.0, + "rewards/chosen": -10.0625, + "rewards/margins": 9.375, + "rewards/rejected": -19.375, "step": 1950 }, { "epoch": 2.0523560209424083, - "grad_norm": 0.10692400680838644, + "grad_norm": 0.3483109003084252, "learning_rate": 1.3723589973115963e-05, - "logits/chosen": -2.234375, - "logits/rejected": -0.482421875, - "logps/chosen": -1224.0, - "logps/rejected": -2528.0, - "loss": 0.0095, + "logits/chosen": -4.125, + "logits/rejected": -2.09375, + "logps/chosen": -1296.0, + "logps/rejected": -2576.0, + "loss": 0.0116, "rewards/accuracies": 1.0, - "rewards/chosen": -8.5625, - "rewards/margins": 10.5625, - "rewards/rejected": -19.125, + "rewards/chosen": -9.3125, + "rewards/margins": 10.3125, + "rewards/rejected": -19.625, "step": 1960 }, { "epoch": 2.06282722513089, - "grad_norm": 0.059475266864551825, + "grad_norm": 0.2220265302563937, "learning_rate": 1.3452531619894837e-05, - "logits/chosen": -2.21875, - "logits/rejected": -0.55859375, - "logps/chosen": -1320.0, - "logps/rejected": -2576.0, - "loss": 0.011, + "logits/chosen": -3.859375, + "logits/rejected": -1.9765625, + "logps/chosen": -1416.0, + "logps/rejected": -2640.0, + "loss": 0.0088, "rewards/accuracies": 1.0, - "rewards/chosen": -9.3125, - "rewards/margins": 10.375, - "rewards/rejected": -19.75, + "rewards/chosen": -10.3125, + "rewards/margins": 10.1875, + "rewards/rejected": -20.5, "step": 1970 }, { "epoch": 2.073298429319372, - "grad_norm": 0.8110130799488728, + "grad_norm": 0.2494338602476271, "learning_rate": 1.3183188073985245e-05, - "logits/chosen": -2.921875, - "logits/rejected": -1.1171875, - "logps/chosen": -1272.0, - "logps/rejected": -2416.0, - "loss": 0.0152, + "logits/chosen": -4.125, + "logits/rejected": -2.3125, + "logps/chosen": -1424.0, + "logps/rejected": -2544.0, + "loss": 0.0184, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -8.9375, - "rewards/margins": 9.625, - "rewards/rejected": -18.625, + "rewards/chosen": -10.4375, + "rewards/margins": 9.4375, + "rewards/rejected": -19.875, "step": 1980 }, { "epoch": 2.0837696335078535, - "grad_norm": 0.21455635138761006, + "grad_norm": 0.1354327516775415, "learning_rate": 1.2915599333096351e-05, - "logits/chosen": -3.234375, - "logits/rejected": -1.5390625, - "logps/chosen": -1400.0, - "logps/rejected": -2640.0, - "loss": 0.0085, + "logits/chosen": -4.5, + "logits/rejected": -2.65625, + "logps/chosen": -1520.0, + "logps/rejected": -2752.0, + "loss": 0.0084, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.8125, - "rewards/margins": 10.5, - "rewards/rejected": -20.375, + "rewards/chosen": -11.0625, + "rewards/margins": 10.3125, + "rewards/rejected": -21.375, "step": 1990 }, { "epoch": 2.094240837696335, - "grad_norm": 0.04917032024327522, + "grad_norm": 0.059306827743589294, "learning_rate": 1.264980513434752e-05, - "logits/chosen": -3.5, - "logits/rejected": -0.5234375, - "logps/chosen": -1384.0, - "logps/rejected": -2560.0, - "loss": 0.0139, - "rewards/accuracies": 1.0, - "rewards/chosen": -9.5, - "rewards/margins": 9.875, - "rewards/rejected": -19.375, + "logits/chosen": -4.375, + "logits/rejected": -1.71875, + "logps/chosen": -1560.0, + "logps/rejected": -2736.0, + "loss": 0.0155, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -11.25, + "rewards/margins": 9.8125, + "rewards/rejected": -21.0, "step": 2000 }, { "epoch": 2.094240837696335, - "eval_logits/chosen": -0.134765625, - "eval_logits/rejected": 1.65625, - "eval_logps/chosen": -1600.0, - "eval_logps/rejected": -1768.0, - "eval_loss": 1.6983593702316284, - "eval_rewards/accuracies": 0.60546875, - "eval_rewards/chosen": -12.8125, - "eval_rewards/margins": 1.9921875, - "eval_rewards/rejected": -14.8125, - "eval_runtime": 46.6332, - "eval_samples_per_second": 42.888, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -1.1640625, + "eval_logits/rejected": 0.66015625, + "eval_logps/chosen": -1768.0, + "eval_logps/rejected": -1944.0, + "eval_loss": 1.7396718263626099, + "eval_rewards/accuracies": 0.630859375, + "eval_rewards/chosen": -14.4375, + "eval_rewards/margins": 2.078125, + "eval_rewards/rejected": -16.5, + "eval_runtime": 47.1041, + "eval_samples_per_second": 42.459, + "eval_steps_per_second": 0.679, "step": 2000 }, { "epoch": 2.1047120418848166, - "grad_norm": 0.15367757661322679, + "grad_norm": 0.13848395497179677, "learning_rate": 1.2385844948367324e-05, - "logits/chosen": -3.109375, - "logits/rejected": -1.2109375, - "logps/chosen": -1344.0, - "logps/rejected": -2400.0, - "loss": 0.0185, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.75, - "rewards/margins": 9.25, - "rewards/rejected": -19.0, + "logits/chosen": -4.28125, + "logits/rejected": -2.359375, + "logps/chosen": -1440.0, + "logps/rejected": -2544.0, + "loss": 0.0217, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -10.6875, + "rewards/margins": 9.75, + "rewards/rejected": -20.5, "step": 2010 }, { "epoch": 2.115183246073298, - "grad_norm": 0.29405073863564757, + "grad_norm": 0.22370134033723152, "learning_rate": 1.2123757973432114e-05, - "logits/chosen": -3.46875, - "logits/rejected": -1.2578125, - "logps/chosen": -1392.0, - "logps/rejected": -2400.0, - "loss": 0.0147, + "logits/chosen": -4.8125, + "logits/rejected": -2.734375, + "logps/chosen": -1472.0, + "logps/rejected": -2464.0, + "loss": 0.0173, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -9.75, - "rewards/margins": 9.25, - "rewards/rejected": -19.0, + "rewards/chosen": -10.625, + "rewards/margins": 9.0, + "rewards/rejected": -19.625, "step": 2020 }, { "epoch": 2.1256544502617802, - "grad_norm": 0.28363610183538124, + "grad_norm": 0.1993368306799259, "learning_rate": 1.1863583129645106e-05, - "logits/chosen": -2.890625, - "logits/rejected": -1.609375, - "logps/chosen": -1328.0, - "logps/rejected": -2688.0, - "loss": 0.0169, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -9.375, - "rewards/margins": 10.875, - "rewards/rejected": -20.25, + "logits/chosen": -4.15625, + "logits/rejected": -2.9375, + "logps/chosen": -1424.0, + "logps/rejected": -2672.0, + "loss": 0.0201, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -10.375, + "rewards/margins": 9.75, + "rewards/rejected": -20.125, "step": 2030 }, { "epoch": 2.136125654450262, - "grad_norm": 0.26104422167727537, + "grad_norm": 0.22485964142272405, "learning_rate": 1.1605359053156607e-05, - "logits/chosen": -3.609375, - "logits/rejected": -0.99609375, - "logps/chosen": -1360.0, - "logps/rejected": -2528.0, - "loss": 0.0145, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -9.3125, - "rewards/margins": 10.0, - "rewards/rejected": -19.375, + "logits/chosen": -4.4375, + "logits/rejected": -1.96875, + "logps/chosen": -1472.0, + "logps/rejected": -2608.0, + "loss": 0.0118, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -10.4375, + "rewards/margins": 9.6875, + "rewards/rejected": -20.125, "step": 2040 }, { "epoch": 2.1465968586387434, - "grad_norm": 0.11786274213524123, + "grad_norm": 0.08852618802289816, "learning_rate": 1.1349124090426644e-05, - "logits/chosen": -2.5, - "logits/rejected": -0.361328125, - "logps/chosen": -1296.0, - "logps/rejected": -2592.0, - "loss": 0.0155, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -8.9375, - "rewards/margins": 10.4375, - "rewards/rejected": -19.375, + "logits/chosen": -3.515625, + "logits/rejected": -1.5234375, + "logps/chosen": -1424.0, + "logps/rejected": -2720.0, + "loss": 0.0134, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -10.25, + "rewards/margins": 10.5625, + "rewards/rejected": -20.875, "step": 2050 }, { "epoch": 2.157068062827225, - "grad_norm": 0.06610681893085839, + "grad_norm": 0.47479179910766867, "learning_rate": 1.1094916292530406e-05, - "logits/chosen": -2.21875, - "logits/rejected": -0.87890625, - "logps/chosen": -1272.0, - "logps/rejected": -2400.0, - "loss": 0.0149, + "logits/chosen": -3.34375, + "logits/rejected": -1.9609375, + "logps/chosen": -1440.0, + "logps/rejected": -2528.0, + "loss": 0.0154, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -8.5625, - "rewards/margins": 9.5625, - "rewards/rejected": -18.125, + "rewards/chosen": -10.25, + "rewards/margins": 9.25, + "rewards/rejected": -19.5, "step": 2060 }, { "epoch": 2.167539267015707, - "grad_norm": 0.4208410650885062, + "grad_norm": 0.09578626557974271, "learning_rate": 1.0842773409507623e-05, - "logits/chosen": -2.265625, - "logits/rejected": -1.09375, - "logps/chosen": -1216.0, - "logps/rejected": -2432.0, - "loss": 0.0129, + "logits/chosen": -3.3125, + "logits/rejected": -2.09375, + "logps/chosen": -1416.0, + "logps/rejected": -2656.0, + "loss": 0.018, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -8.5, - "rewards/margins": 9.8125, - "rewards/rejected": -18.25, + "rewards/chosen": -10.4375, + "rewards/margins": 10.0, + "rewards/rejected": -20.5, "step": 2070 }, { "epoch": 2.1780104712041886, - "grad_norm": 0.21079815364900423, + "grad_norm": 0.23092446662860747, "learning_rate": 1.0592732884756754e-05, - "logits/chosen": -2.78125, - "logits/rejected": -1.3828125, - "logps/chosen": -1344.0, - "logps/rejected": -2704.0, - "loss": 0.0109, + "logits/chosen": -4.3125, + "logits/rejected": -2.734375, + "logps/chosen": -1488.0, + "logps/rejected": -2880.0, + "loss": 0.0128, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -9.3125, - "rewards/margins": 10.6875, - "rewards/rejected": -20.0, + "rewards/chosen": -10.8125, + "rewards/margins": 10.8125, + "rewards/rejected": -21.625, "step": 2080 }, { "epoch": 2.18848167539267, - "grad_norm": 0.25869132184156307, + "grad_norm": 0.08950959724147078, "learning_rate": 1.0344831849474507e-05, - "logits/chosen": -2.25, - "logits/rejected": -0.640625, - "logps/chosen": -1392.0, - "logps/rejected": -2624.0, - "loss": 0.0078, + "logits/chosen": -3.9375, + "logits/rejected": -2.0, + "logps/chosen": -1536.0, + "logps/rejected": -2768.0, + "loss": 0.01, "rewards/accuracies": 1.0, - "rewards/chosen": -9.75, + "rewards/chosen": -11.1875, "rewards/margins": 10.3125, - "rewards/rejected": -20.125, + "rewards/rejected": -21.5, "step": 2090 }, { "epoch": 2.1989528795811517, - "grad_norm": 0.1278014009680594, + "grad_norm": 0.14829506514767885, "learning_rate": 1.0099107117141879e-05, - "logits/chosen": -1.890625, - "logits/rejected": 0.03564453125, - "logps/chosen": -1320.0, - "logps/rejected": -2528.0, - "loss": 0.0268, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.4375, - "rewards/margins": 10.3125, - "rewards/rejected": -19.75, + "logits/chosen": -3.40625, + "logits/rejected": -1.390625, + "logps/chosen": -1464.0, + "logps/rejected": -2656.0, + "loss": 0.0091, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -10.875, + "rewards/margins": 10.125, + "rewards/rejected": -21.0, "step": 2100 }, { "epoch": 2.1989528795811517, - "eval_logits/chosen": 0.427734375, - "eval_logits/rejected": 2.09375, - "eval_logps/chosen": -1600.0, - "eval_logps/rejected": -1776.0, - "eval_loss": 1.6732343435287476, - "eval_rewards/accuracies": 0.599609375, - "eval_rewards/chosen": -12.8125, - "eval_rewards/margins": 2.046875, - "eval_rewards/rejected": -14.875, - "eval_runtime": 46.6294, - "eval_samples_per_second": 42.891, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -1.3671875, + "eval_logits/rejected": 0.50390625, + "eval_logps/chosen": -1720.0, + "eval_logps/rejected": -1904.0, + "eval_loss": 1.7226641178131104, + "eval_rewards/accuracies": 0.625, + "eval_rewards/chosen": -14.0, + "eval_rewards/margins": 2.15625, + "eval_rewards/rejected": -16.125, + "eval_runtime": 47.0855, + "eval_samples_per_second": 42.476, + "eval_steps_per_second": 0.68, "step": 2100 }, { "epoch": 2.2094240837696333, - "grad_norm": 0.2677220605255813, + "grad_norm": 0.14880506586335354, "learning_rate": 9.855595178057334e-06, - "logits/chosen": -2.421875, - "logits/rejected": -0.83984375, - "logps/chosen": -1408.0, - "logps/rejected": -2672.0, - "loss": 0.0095, + "logits/chosen": -3.84375, + "logits/rejected": -2.171875, + "logps/chosen": -1560.0, + "logps/rejected": -2800.0, + "loss": 0.0099, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.0, - "rewards/margins": 10.75, - "rewards/rejected": -20.75, + "rewards/chosen": -11.5, + "rewards/margins": 10.625, + "rewards/rejected": -22.125, "step": 2110 }, { "epoch": 2.2198952879581153, - "grad_norm": 0.11255096447913922, + "grad_norm": 0.11619690142811516, "learning_rate": 9.614332193917949e-06, - "logits/chosen": -1.921875, - "logits/rejected": -0.0137939453125, - "logps/chosen": -1408.0, - "logps/rejected": -2704.0, - "loss": 0.0209, + "logits/chosen": -3.671875, + "logits/rejected": -1.453125, + "logps/chosen": -1568.0, + "logps/rejected": -2832.0, + "loss": 0.0204, "rewards/accuracies": 1.0, - "rewards/chosen": -9.75, - "rewards/margins": 11.0, - "rewards/rejected": -20.75, + "rewards/chosen": -11.375, + "rewards/margins": 10.625, + "rewards/rejected": -22.0, "step": 2120 }, { "epoch": 2.230366492146597, - "grad_norm": 0.8018291593808143, + "grad_norm": 0.6474828677254899, "learning_rate": 9.375353992449385e-06, - "logits/chosen": -2.84375, - "logits/rejected": -1.671875, - "logps/chosen": -1400.0, - "logps/rejected": -2640.0, - "loss": 0.0099, + "logits/chosen": -4.5, + "logits/rejected": -2.953125, + "logps/chosen": -1568.0, + "logps/rejected": -2864.0, + "loss": 0.0077, "rewards/accuracies": 1.0, - "rewards/chosen": -10.0625, - "rewards/margins": 10.5625, - "rewards/rejected": -20.625, + "rewards/chosen": -11.75, + "rewards/margins": 11.0, + "rewards/rejected": -22.75, "step": 2130 }, { "epoch": 2.2408376963350785, - "grad_norm": 0.22908228744504044, + "grad_norm": 1.2532545067430394, "learning_rate": 9.138696062085442e-06, - "logits/chosen": -2.515625, - "logits/rejected": -1.09375, - "logps/chosen": -1312.0, - "logps/rejected": -2672.0, - "loss": 0.0126, + "logits/chosen": -4.21875, + "logits/rejected": -2.171875, + "logps/chosen": -1520.0, + "logps/rejected": -2960.0, + "loss": 0.0113, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.1875, - "rewards/margins": 11.4375, - "rewards/rejected": -20.625, + "rewards/chosen": -11.25, + "rewards/margins": 12.25, + "rewards/rejected": -23.5, "step": 2140 }, { "epoch": 2.25130890052356, - "grad_norm": 0.0796469932739297, + "grad_norm": 0.17305712795534955, "learning_rate": 8.904393546698007e-06, - "logits/chosen": -2.78125, - "logits/rejected": -0.99609375, - "logps/chosen": -1368.0, - "logps/rejected": -2672.0, - "loss": 0.0123, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -9.625, - "rewards/margins": 10.875, - "rewards/rejected": -20.5, + "logits/chosen": -4.40625, + "logits/rejected": -1.9375, + "logps/chosen": -1576.0, + "logps/rejected": -2944.0, + "loss": 0.0151, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -11.75, + "rewards/margins": 11.5, + "rewards/rejected": -23.25, "step": 2150 }, { "epoch": 2.261780104712042, - "grad_norm": 1.5020595186353467, + "grad_norm": 0.19183191663432336, "learning_rate": 8.672481240378142e-06, - "logits/chosen": -1.6015625, - "logits/rejected": -0.40234375, - "logps/chosen": -1304.0, - "logps/rejected": -2576.0, - "loss": 0.0192, + "logits/chosen": -3.4375, + "logits/rejected": -1.4296875, + "logps/chosen": -1472.0, + "logps/rejected": -2752.0, + "loss": 0.0199, "rewards/accuracies": 1.0, - "rewards/chosen": -9.5625, - "rewards/margins": 10.6875, - "rewards/rejected": -20.25, + "rewards/chosen": -11.1875, + "rewards/margins": 10.75, + "rewards/rejected": -21.875, "step": 2160 }, { "epoch": 2.2722513089005236, - "grad_norm": 0.181865615798319, + "grad_norm": 1.0618485036326681, "learning_rate": 8.44299358226919e-06, - "logits/chosen": -1.4765625, - "logits/rejected": -0.2470703125, - "logps/chosen": -1416.0, - "logps/rejected": -2736.0, - "loss": 0.0168, + "logits/chosen": -3.78125, + "logits/rejected": -1.6953125, + "logps/chosen": -1520.0, + "logps/rejected": -2848.0, + "loss": 0.0174, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.1875, - "rewards/margins": 10.8125, - "rewards/rejected": -21.0, + "rewards/chosen": -11.1875, + "rewards/margins": 10.875, + "rewards/rejected": -22.125, "step": 2170 }, { "epoch": 2.282722513089005, - "grad_norm": 0.2701043696604385, + "grad_norm": 0.276997394354002, "learning_rate": 8.215964651452457e-06, - "logits/chosen": -1.1015625, - "logits/rejected": 0.53125, - "logps/chosen": -1376.0, - "logps/rejected": -2752.0, - "loss": 0.0094, + "logits/chosen": -2.984375, + "logits/rejected": -0.828125, + "logps/chosen": -1520.0, + "logps/rejected": -2864.0, + "loss": 0.0074, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -9.9375, - "rewards/margins": 11.1875, - "rewards/rejected": -21.125, + "rewards/chosen": -11.3125, + "rewards/margins": 10.9375, + "rewards/rejected": -22.25, "step": 2180 }, { "epoch": 2.2931937172774868, - "grad_norm": 0.13281907178711774, + "grad_norm": 0.23799460846539638, "learning_rate": 7.991428161886502e-06, - "logits/chosen": -2.109375, - "logits/rejected": -0.51171875, - "logps/chosen": -1384.0, - "logps/rejected": -2640.0, - "loss": 0.0078, + "logits/chosen": -3.9375, + "logits/rejected": -1.90625, + "logps/chosen": -1504.0, + "logps/rejected": -2672.0, + "loss": 0.0072, "rewards/accuracies": 1.0, - "rewards/chosen": -9.875, - "rewards/margins": 11.125, - "rewards/rejected": -21.0, + "rewards/chosen": -11.0625, + "rewards/margins": 10.25, + "rewards/rejected": -21.375, "step": 2190 }, { "epoch": 2.303664921465969, - "grad_norm": 0.10187667199373601, + "grad_norm": 0.18076747142854013, "learning_rate": 7.76941745740061e-06, - "logits/chosen": -1.7890625, - "logits/rejected": -0.69140625, - "logps/chosen": -1488.0, - "logps/rejected": -2784.0, - "loss": 0.0119, + "logits/chosen": -3.75, + "logits/rejected": -1.8671875, + "logps/chosen": -1624.0, + "logps/rejected": -2928.0, + "loss": 0.0101, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -10.625, - "rewards/margins": 11.25, - "rewards/rejected": -21.875, + "rewards/chosen": -11.9375, + "rewards/margins": 11.3125, + "rewards/rejected": -23.25, "step": 2200 }, { "epoch": 2.303664921465969, - "eval_logits/chosen": 1.1171875, - "eval_logits/rejected": 2.6875, - "eval_logps/chosen": -1712.0, - "eval_logps/rejected": -1904.0, - "eval_loss": 1.7791718244552612, - "eval_rewards/accuracies": 0.619140625, - "eval_rewards/chosen": -13.875, - "eval_rewards/margins": 2.265625, - "eval_rewards/rejected": -16.125, - "eval_runtime": 46.6202, - "eval_samples_per_second": 42.9, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.8359375, + "eval_logits/rejected": 0.984375, + "eval_logps/chosen": -1824.0, + "eval_logps/rejected": -2016.0, + "eval_loss": 1.8446015119552612, + "eval_rewards/accuracies": 0.640625, + "eval_rewards/chosen": -15.0625, + "eval_rewards/margins": 2.234375, + "eval_rewards/rejected": -17.25, + "eval_runtime": 47.0945, + "eval_samples_per_second": 42.468, + "eval_steps_per_second": 0.679, "step": 2200 }, { "epoch": 2.3141361256544504, - "grad_norm": 0.27596116717149305, + "grad_norm": 0.22755235241110316, "learning_rate": 7.549965506743123e-06, - "logits/chosen": -1.3046875, - "logits/rejected": -0.51953125, - "logps/chosen": -1456.0, - "logps/rejected": -2688.0, - "loss": 0.0089, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.75, - "rewards/margins": 10.6875, - "rewards/rejected": -21.375, + "logits/chosen": -3.546875, + "logits/rejected": -2.015625, + "logps/chosen": -1576.0, + "logps/rejected": -2832.0, + "loss": 0.0102, + "rewards/accuracies": 1.0, + "rewards/chosen": -11.9375, + "rewards/margins": 10.8125, + "rewards/rejected": -22.75, "step": 2210 }, { "epoch": 2.324607329842932, - "grad_norm": 0.07432946666753426, + "grad_norm": 0.04908119155051022, "learning_rate": 7.333104898685631e-06, - "logits/chosen": -1.3046875, - "logits/rejected": -0.408203125, - "logps/chosen": -1472.0, - "logps/rejected": -2704.0, - "loss": 0.0113, + "logits/chosen": -3.453125, + "logits/rejected": -1.921875, + "logps/chosen": -1544.0, + "logps/rejected": -2800.0, + "loss": 0.0108, "rewards/accuracies": 1.0, - "rewards/chosen": -10.8125, - "rewards/margins": 10.8125, - "rewards/rejected": -21.625, + "rewards/chosen": -11.5, + "rewards/margins": 11.0, + "rewards/rejected": -22.5, "step": 2220 }, { "epoch": 2.3350785340314135, - "grad_norm": 0.09573332662972851, + "grad_norm": 0.08915612839685524, "learning_rate": 7.118867837183518e-06, - "logits/chosen": -2.34375, - "logits/rejected": -0.36328125, - "logps/chosen": -1560.0, - "logps/rejected": -2928.0, - "loss": 0.0087, + "logits/chosen": -4.625, + "logits/rejected": -1.875, + "logps/chosen": -1616.0, + "logps/rejected": -2976.0, + "loss": 0.0202, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -11.0, - "rewards/margins": 12.1875, - "rewards/rejected": -23.125, + "rewards/chosen": -11.5, + "rewards/margins": 12.125, + "rewards/rejected": -23.625, "step": 2230 }, { "epoch": 2.345549738219895, - "grad_norm": 0.05351664263350839, + "grad_norm": 0.12457909704050821, "learning_rate": 6.9072861365936045e-06, - "logits/chosen": -2.140625, - "logits/rejected": -1.015625, - "logps/chosen": -1648.0, - "logps/rejected": -3104.0, - "loss": 0.0072, + "logits/chosen": -4.4375, + "logits/rejected": -2.484375, + "logps/chosen": -1640.0, + "logps/rejected": -3024.0, + "loss": 0.0078, "rewards/accuracies": 1.0, - "rewards/chosen": -11.9375, - "rewards/margins": 12.3125, - "rewards/rejected": -24.25, + "rewards/chosen": -11.8125, + "rewards/margins": 11.6875, + "rewards/rejected": -23.5, "step": 2240 }, { "epoch": 2.356020942408377, - "grad_norm": 0.28640353272680796, + "grad_norm": 0.2286841613244401, "learning_rate": 6.6983912169497005e-06, - "logits/chosen": -1.6640625, - "logits/rejected": -0.059326171875, - "logps/chosen": -1544.0, - "logps/rejected": -2912.0, - "loss": 0.0151, + "logits/chosen": -3.71875, + "logits/rejected": -1.6328125, + "logps/chosen": -1560.0, + "logps/rejected": -2864.0, + "loss": 0.0135, "rewards/accuracies": 1.0, - "rewards/chosen": -11.125, - "rewards/margins": 11.5, - "rewards/rejected": -22.625, + "rewards/chosen": -11.25, + "rewards/margins": 10.9375, + "rewards/rejected": -22.125, "step": 2250 }, { "epoch": 2.3664921465968587, - "grad_norm": 0.11254126554289635, + "grad_norm": 0.042937808849063154, "learning_rate": 6.49221409929677e-06, - "logits/chosen": -0.78125, - "logits/rejected": 0.73046875, - "logps/chosen": -1432.0, - "logps/rejected": -2704.0, - "loss": 0.0118, - "rewards/accuracies": 1.0, - "rewards/chosen": -10.5, - "rewards/margins": 11.375, - "rewards/rejected": -21.875, + "logits/chosen": -2.71875, + "logits/rejected": -0.54296875, + "logps/chosen": -1488.0, + "logps/rejected": -2720.0, + "loss": 0.0097, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -11.0625, + "rewards/margins": 10.9375, + "rewards/rejected": -22.0, "step": 2260 }, { "epoch": 2.3769633507853403, - "grad_norm": 0.07749707545628833, + "grad_norm": 0.35863060407012703, "learning_rate": 6.2887854010842075e-06, - "logits/chosen": -0.91015625, - "logits/rejected": -0.28515625, - "logps/chosen": -1472.0, - "logps/rejected": -2816.0, - "loss": 0.0112, + "logits/chosen": -2.5, + "logits/rejected": -1.4609375, + "logps/chosen": -1616.0, + "logps/rejected": -2896.0, + "loss": 0.0124, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -11.0, - "rewards/margins": 11.5625, - "rewards/rejected": -22.5, + "rewards/chosen": -12.4375, + "rewards/margins": 10.9375, + "rewards/rejected": -23.375, "step": 2270 }, { "epoch": 2.387434554973822, - "grad_norm": 0.18337239522093765, + "grad_norm": 1.6091554416518914, "learning_rate": 6.0881353316191385e-06, - "logits/chosen": -1.671875, - "logits/rejected": -0.796875, - "logps/chosen": -1472.0, - "logps/rejected": -2816.0, - "loss": 0.0086, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.5625, - "rewards/margins": 11.4375, - "rewards/rejected": -22.0, + "logits/chosen": -3.828125, + "logits/rejected": -2.265625, + "logps/chosen": -1576.0, + "logps/rejected": -2928.0, + "loss": 0.0125, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -11.625, + "rewards/margins": 11.625, + "rewards/rejected": -23.25, "step": 2280 }, { "epoch": 2.3979057591623034, - "grad_norm": 0.17683438834216056, + "grad_norm": 0.1263364201350342, "learning_rate": 5.890293687580381e-06, - "logits/chosen": -0.875, - "logits/rejected": 0.40234375, - "logps/chosen": -1528.0, - "logps/rejected": -2784.0, - "loss": 0.0115, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -11.1875, - "rewards/margins": 11.1875, - "rewards/rejected": -22.375, + "logits/chosen": -2.671875, + "logits/rejected": -0.83984375, + "logps/chosen": -1600.0, + "logps/rejected": -2880.0, + "loss": 0.0122, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -11.875, + "rewards/margins": 11.375, + "rewards/rejected": -23.25, "step": 2290 }, { "epoch": 2.4083769633507854, - "grad_norm": 0.15107603947868276, + "grad_norm": 0.6813179391799218, "learning_rate": 5.695289848593532e-06, - "logits/chosen": -2.34375, - "logits/rejected": -1.5625, - "logps/chosen": -1392.0, - "logps/rejected": -2640.0, - "loss": 0.0139, + "logits/chosen": -4.0, + "logits/rejected": -2.71875, + "logps/chosen": -1480.0, + "logps/rejected": -2736.0, + "loss": 0.0145, "rewards/accuracies": 0.96875, - "rewards/chosen": -10.125, - "rewards/margins": 10.5625, - "rewards/rejected": -20.75, + "rewards/chosen": -11.0625, + "rewards/margins": 10.625, + "rewards/rejected": -21.625, "step": 2300 }, { "epoch": 2.4083769633507854, - "eval_logits/chosen": 1.0625, - "eval_logits/rejected": 2.671875, - "eval_logps/chosen": -1672.0, - "eval_logps/rejected": -1864.0, - "eval_loss": 1.7628437280654907, - "eval_rewards/accuracies": 0.60546875, - "eval_rewards/chosen": -13.5, - "eval_rewards/margins": 2.21875, - "eval_rewards/rejected": -15.75, - "eval_runtime": 46.6098, - "eval_samples_per_second": 42.909, - "eval_steps_per_second": 0.687, + "eval_logits/chosen": -0.66796875, + "eval_logits/rejected": 1.171875, + "eval_logps/chosen": -1768.0, + "eval_logps/rejected": -1968.0, + "eval_loss": 1.791085958480835, + "eval_rewards/accuracies": 0.62890625, + "eval_rewards/chosen": -14.5, + "eval_rewards/margins": 2.265625, + "eval_rewards/rejected": -16.75, + "eval_runtime": 47.0854, + "eval_samples_per_second": 42.476, + "eval_steps_per_second": 0.68, "step": 2300 }, { "epoch": 2.418848167539267, - "grad_norm": 0.13239508388772323, + "grad_norm": 0.3636623403280782, "learning_rate": 5.50315277286812e-06, - "logits/chosen": -1.8359375, - "logits/rejected": -0.5625, - "logps/chosen": -1376.0, - "logps/rejected": -2672.0, - "loss": 0.0134, + "logits/chosen": -3.8125, + "logits/rejected": -2.078125, + "logps/chosen": -1488.0, + "logps/rejected": -2736.0, + "loss": 0.0128, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.0625, - "rewards/margins": 11.5, - "rewards/rejected": -21.625, + "rewards/chosen": -11.125, + "rewards/margins": 11.125, + "rewards/rejected": -22.25, "step": 2310 }, { "epoch": 2.4293193717277486, - "grad_norm": 0.2719996458718832, + "grad_norm": 0.19419140933440066, "learning_rate": 5.313910992897281e-06, - "logits/chosen": -1.296875, - "logits/rejected": 0.0654296875, - "logps/chosen": -1344.0, - "logps/rejected": -2752.0, - "loss": 0.0087, + "logits/chosen": -3.296875, + "logits/rejected": -1.25, + "logps/chosen": -1472.0, + "logps/rejected": -2864.0, + "loss": 0.0079, "rewards/accuracies": 1.0, - "rewards/chosen": -9.5625, - "rewards/margins": 11.8125, - "rewards/rejected": -21.375, + "rewards/chosen": -10.8125, + "rewards/margins": 11.625, + "rewards/rejected": -22.375, "step": 2320 }, { "epoch": 2.4397905759162306, - "grad_norm": 0.261447212888783, + "grad_norm": 0.3216749125997076, "learning_rate": 5.127592611220658e-06, - "logits/chosen": -1.5546875, - "logits/rejected": -0.353515625, - "logps/chosen": -1464.0, - "logps/rejected": -2848.0, - "loss": 0.0175, + "logits/chosen": -3.515625, + "logits/rejected": -1.7734375, + "logps/chosen": -1536.0, + "logps/rejected": -2896.0, + "loss": 0.0205, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -10.5625, - "rewards/margins": 11.5625, - "rewards/rejected": -22.125, + "rewards/chosen": -11.25, + "rewards/margins": 11.3125, + "rewards/rejected": -22.625, "step": 2330 }, { "epoch": 2.450261780104712, - "grad_norm": 0.5563041707090628, + "grad_norm": 0.20579957150346426, "learning_rate": 4.944225296251159e-06, - "logits/chosen": -1.59375, - "logits/rejected": -1.015625, - "logps/chosen": -1368.0, - "logps/rejected": -2720.0, - "loss": 0.0087, - "rewards/accuracies": 1.0, - "rewards/chosen": -10.0625, - "rewards/margins": 11.5, - "rewards/rejected": -21.625, + "logits/chosen": -3.609375, + "logits/rejected": -2.421875, + "logps/chosen": -1448.0, + "logps/rejected": -2752.0, + "loss": 0.0106, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -10.875, + "rewards/margins": 11.0, + "rewards/rejected": -21.875, "step": 2340 }, { "epoch": 2.4607329842931938, - "grad_norm": 0.5071113225650288, + "grad_norm": 0.11492631505791115, "learning_rate": 4.763836278166172e-06, - "logits/chosen": -1.5859375, - "logits/rejected": 0.0079345703125, - "logps/chosen": -1376.0, - "logps/rejected": -2608.0, - "loss": 0.0122, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -9.875, - "rewards/margins": 10.6875, - "rewards/rejected": -20.625, + "logits/chosen": -4.125, + "logits/rejected": -1.8359375, + "logps/chosen": -1424.0, + "logps/rejected": -2624.0, + "loss": 0.0092, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -10.375, + "rewards/margins": 10.4375, + "rewards/rejected": -20.875, "step": 2350 }, { "epoch": 2.4712041884816753, - "grad_norm": 0.06716960269111422, + "grad_norm": 0.05241783911536356, "learning_rate": 4.586452344863876e-06, - "logits/chosen": -1.875, - "logits/rejected": -0.64453125, - "logps/chosen": -1440.0, - "logps/rejected": -2704.0, - "loss": 0.0111, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -10.3125, - "rewards/margins": 10.875, - "rewards/rejected": -21.25, + "logits/chosen": -3.90625, + "logits/rejected": -1.9921875, + "logps/chosen": -1512.0, + "logps/rejected": -2784.0, + "loss": 0.0124, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -11.0, + "rewards/margins": 11.0, + "rewards/rejected": -22.0, "step": 2360 }, { "epoch": 2.481675392670157, - "grad_norm": 0.07782024350468128, + "grad_norm": 0.03555405707770405, "learning_rate": 4.412099837985192e-06, - "logits/chosen": -1.46875, - "logits/rejected": 0.1142578125, - "logps/chosen": -1448.0, - "logps/rejected": -2864.0, - "loss": 0.0116, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.4375, - "rewards/margins": 12.0, - "rewards/rejected": -22.375, + "logits/chosen": -3.46875, + "logits/rejected": -1.25, + "logps/chosen": -1520.0, + "logps/rejected": -2928.0, + "loss": 0.0117, + "rewards/accuracies": 1.0, + "rewards/chosen": -11.0625, + "rewards/margins": 11.9375, + "rewards/rejected": -23.0, "step": 2370 }, { "epoch": 2.492146596858639, - "grad_norm": 0.7681663409564508, + "grad_norm": 0.33592489701696837, "learning_rate": 4.240804649002089e-06, - "logits/chosen": -2.03125, - "logits/rejected": -0.1630859375, - "logps/chosen": -1352.0, - "logps/rejected": -2576.0, - "loss": 0.0142, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -9.9375, - "rewards/margins": 10.9375, - "rewards/rejected": -20.875, + "logits/chosen": -3.828125, + "logits/rejected": -1.5078125, + "logps/chosen": -1432.0, + "logps/rejected": -2624.0, + "loss": 0.0184, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -10.75, + "rewards/margins": 10.6875, + "rewards/rejected": -21.375, "step": 2380 }, { "epoch": 2.5026178010471205, - "grad_norm": 0.6032809041735147, + "grad_norm": 1.128534879252504, "learning_rate": 4.072592215372598e-06, - "logits/chosen": -2.765625, - "logits/rejected": -1.0859375, - "logps/chosen": -1520.0, - "logps/rejected": -2800.0, - "loss": 0.0136, + "logits/chosen": -4.40625, + "logits/rejected": -2.34375, + "logps/chosen": -1560.0, + "logps/rejected": -2848.0, + "loss": 0.0122, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.875, - "rewards/margins": 11.5625, - "rewards/rejected": -22.375, + "rewards/chosen": -11.25, + "rewards/margins": 11.6875, + "rewards/rejected": -23.0, "step": 2390 }, { "epoch": 2.513089005235602, - "grad_norm": 0.47210989221013594, + "grad_norm": 0.415737848268598, "learning_rate": 3.907487516763389e-06, - "logits/chosen": -1.0390625, - "logits/rejected": -0.171875, - "logps/chosen": -1496.0, - "logps/rejected": -2832.0, - "loss": 0.0106, + "logits/chosen": -3.109375, + "logits/rejected": -1.6796875, + "logps/chosen": -1520.0, + "logps/rejected": -2848.0, + "loss": 0.0114, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -11.0625, - "rewards/margins": 11.4375, - "rewards/rejected": -22.5, + "rewards/chosen": -11.3125, + "rewards/margins": 11.3125, + "rewards/rejected": -22.625, "step": 2400 }, { "epoch": 2.513089005235602, - "eval_logits/chosen": 1.265625, - "eval_logits/rejected": 2.84375, - "eval_logps/chosen": -1776.0, - "eval_logps/rejected": -1976.0, - "eval_loss": 1.8903906345367432, - "eval_rewards/accuracies": 0.603515625, - "eval_rewards/chosen": -14.5625, - "eval_rewards/margins": 2.328125, - "eval_rewards/rejected": -16.875, - "eval_runtime": 46.6325, - "eval_samples_per_second": 42.889, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.54296875, + "eval_logits/rejected": 1.234375, + "eval_logps/chosen": -1792.0, + "eval_logps/rejected": -1992.0, + "eval_loss": 1.7978359460830688, + "eval_rewards/accuracies": 0.626953125, + "eval_rewards/chosen": -14.75, + "eval_rewards/margins": 2.28125, + "eval_rewards/rejected": -17.0, + "eval_runtime": 47.0926, + "eval_samples_per_second": 42.469, + "eval_steps_per_second": 0.68, "step": 2400 }, { "epoch": 2.5235602094240837, - "grad_norm": 0.31620391243647683, + "grad_norm": 0.28650815039070604, "learning_rate": 3.745515071340286e-06, - "logits/chosen": -1.1796875, - "logits/rejected": 0.04833984375, - "logps/chosen": -1528.0, - "logps/rejected": -2944.0, - "loss": 0.0115, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.125, - "rewards/margins": 12.3125, - "rewards/rejected": -23.375, + "logits/chosen": -3.0, + "logits/rejected": -1.2734375, + "logps/chosen": -1584.0, + "logps/rejected": -2928.0, + "loss": 0.0125, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -11.6875, + "rewards/margins": 11.625, + "rewards/rejected": -23.25, "step": 2410 }, { "epoch": 2.5340314136125652, - "grad_norm": 0.7299929267611917, + "grad_norm": 0.050769491764024226, "learning_rate": 3.586698932127236e-06, - "logits/chosen": -2.21875, - "logits/rejected": -0.6171875, - "logps/chosen": -1464.0, - "logps/rejected": -2784.0, - "loss": 0.0139, + "logits/chosen": -4.0, + "logits/rejected": -1.8828125, + "logps/chosen": -1520.0, + "logps/rejected": -2768.0, + "loss": 0.0127, "rewards/accuracies": 1.0, - "rewards/chosen": -10.6875, - "rewards/margins": 11.625, + "rewards/chosen": -11.25, + "rewards/margins": 10.9375, "rewards/rejected": -22.25, "step": 2420 }, { "epoch": 2.5445026178010473, - "grad_norm": 0.19208808324836454, + "grad_norm": 0.6324762557871049, "learning_rate": 3.4310626834344744e-06, - "logits/chosen": -2.234375, - "logits/rejected": -1.109375, - "logps/chosen": -1520.0, - "logps/rejected": -2880.0, - "loss": 0.0106, + "logits/chosen": -4.0625, + "logits/rejected": -2.640625, + "logps/chosen": -1608.0, + "logps/rejected": -2912.0, + "loss": 0.0119, "rewards/accuracies": 1.0, - "rewards/chosen": -11.0, - "rewards/margins": 11.625, - "rewards/rejected": -22.625, + "rewards/chosen": -11.875, + "rewards/margins": 11.1875, + "rewards/rejected": -23.0, "step": 2430 }, { "epoch": 2.554973821989529, - "grad_norm": 0.03654100891360164, + "grad_norm": 0.0572509741374605, "learning_rate": 3.2786294373562343e-06, - "logits/chosen": -1.4296875, - "logits/rejected": 0.1787109375, - "logps/chosen": -1520.0, - "logps/rejected": -2992.0, - "loss": 0.0066, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.125, + "logits/chosen": -3.359375, + "logits/rejected": -1.296875, + "logps/chosen": -1552.0, + "logps/rejected": -3008.0, + "loss": 0.0103, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -11.375, "rewards/margins": 12.3125, - "rewards/rejected": -23.375, + "rewards/rejected": -23.75, "step": 2440 }, { "epoch": 2.5654450261780104, - "grad_norm": 0.8723319894976825, + "grad_norm": 0.41395884185200127, "learning_rate": 3.1294218303385526e-06, - "logits/chosen": -1.9296875, - "logits/rejected": -0.78125, - "logps/chosen": -1560.0, - "logps/rejected": -3120.0, - "loss": 0.0112, + "logits/chosen": -3.875, + "logits/rejected": -2.234375, + "logps/chosen": -1624.0, + "logps/rejected": -3088.0, + "loss": 0.008, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.1875, - "rewards/margins": 12.75, - "rewards/rejected": -24.0, + "rewards/chosen": -11.875, + "rewards/margins": 11.875, + "rewards/rejected": -23.75, "step": 2450 }, { "epoch": 2.5759162303664924, - "grad_norm": 0.27318352974306526, + "grad_norm": 0.45416520058418547, "learning_rate": 2.9834620198177483e-06, - "logits/chosen": -1.6875, - "logits/rejected": -0.255859375, - "logps/chosen": -1552.0, + "logits/chosen": -3.515625, + "logits/rejected": -1.6640625, + "logps/chosen": -1584.0, "logps/rejected": -2864.0, - "loss": 0.0182, + "loss": 0.0141, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.4375, - "rewards/margins": 11.625, + "rewards/chosen": -11.75, + "rewards/margins": 11.3125, "rewards/rejected": -23.125, "step": 2460 }, { "epoch": 2.5863874345549736, - "grad_norm": 0.033093854612854724, + "grad_norm": 0.06555993289453634, "learning_rate": 2.840771680930068e-06, - "logits/chosen": -1.703125, - "logits/rejected": -0.51171875, - "logps/chosen": -1632.0, - "logps/rejected": -3184.0, - "loss": 0.0087, + "logits/chosen": -3.6875, + "logits/rejected": -2.015625, + "logps/chosen": -1656.0, + "logps/rejected": -3200.0, + "loss": 0.0108, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -12.0, - "rewards/margins": 12.875, - "rewards/rejected": -24.875, + "rewards/chosen": -12.3125, + "rewards/margins": 12.625, + "rewards/rejected": -25.0, "step": 2470 }, { "epoch": 2.5968586387434556, - "grad_norm": 0.2906893301107401, + "grad_norm": 0.14730237647348368, "learning_rate": 2.701372003292868e-06, - "logits/chosen": -0.53515625, - "logits/rejected": 0.6640625, - "logps/chosen": -1432.0, - "logps/rejected": -2784.0, - "loss": 0.0147, + "logits/chosen": -2.546875, + "logits/rejected": -0.80859375, + "logps/chosen": -1520.0, + "logps/rejected": -2816.0, + "loss": 0.013, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.5625, - "rewards/margins": 11.5, - "rewards/rejected": -22.0, + "rewards/chosen": -11.375, + "rewards/margins": 10.9375, + "rewards/rejected": -22.25, "step": 2480 }, { "epoch": 2.607329842931937, - "grad_norm": 0.30978344608724984, + "grad_norm": 0.19443148530885196, "learning_rate": 2.56528368785795e-06, - "logits/chosen": -0.64453125, - "logits/rejected": 0.6640625, - "logps/chosen": -1456.0, - "logps/rejected": -2688.0, - "loss": 0.0153, + "logits/chosen": -2.78125, + "logits/rejected": -1.03125, + "logps/chosen": -1520.0, + "logps/rejected": -2704.0, + "loss": 0.0154, "rewards/accuracies": 1.0, - "rewards/chosen": -10.4375, - "rewards/margins": 11.0625, - "rewards/rejected": -21.5, + "rewards/chosen": -11.125, + "rewards/margins": 10.5625, + "rewards/rejected": -21.625, "step": 2490 }, { "epoch": 2.6178010471204187, - "grad_norm": 3.1669374993550483, + "grad_norm": 0.10815148657918729, "learning_rate": 2.432526943837471e-06, - "logits/chosen": -0.96875, - "logits/rejected": 0.443359375, - "logps/chosen": -1408.0, - "logps/rejected": -2816.0, - "loss": 0.0133, - "rewards/accuracies": 1.0, - "rewards/chosen": -10.3125, - "rewards/margins": 11.75, - "rewards/rejected": -22.125, + "logits/chosen": -3.046875, + "logits/rejected": -0.859375, + "logps/chosen": -1488.0, + "logps/rejected": -2880.0, + "loss": 0.012, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -11.125, + "rewards/margins": 11.5, + "rewards/rejected": -22.625, "step": 2500 }, { "epoch": 2.6178010471204187, - "eval_logits/chosen": 1.34375, - "eval_logits/rejected": 2.90625, - "eval_logps/chosen": -1728.0, - "eval_logps/rejected": -1920.0, - "eval_loss": 1.7944843769073486, - "eval_rewards/accuracies": 0.6171875, - "eval_rewards/chosen": -14.125, - "eval_rewards/margins": 2.21875, - "eval_rewards/rejected": -16.375, - "eval_runtime": 46.6216, - "eval_samples_per_second": 42.899, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.5234375, + "eval_logits/rejected": 1.265625, + "eval_logps/chosen": -1784.0, + "eval_logps/rejected": -1984.0, + "eval_loss": 1.7939844131469727, + "eval_rewards/accuracies": 0.630859375, + "eval_rewards/chosen": -14.6875, + "eval_rewards/margins": 2.28125, + "eval_rewards/rejected": -17.0, + "eval_runtime": 47.0982, + "eval_samples_per_second": 42.464, + "eval_steps_per_second": 0.679, "step": 2500 }, { "epoch": 2.6282722513089007, - "grad_norm": 0.25114900523762806, + "grad_norm": 2.0052364520965056, "learning_rate": 2.3031214857028446e-06, - "logits/chosen": -1.0703125, - "logits/rejected": -0.10400390625, - "logps/chosen": -1464.0, - "logps/rejected": -2832.0, - "loss": 0.01, + "logits/chosen": -3.078125, + "logits/rejected": -1.609375, + "logps/chosen": -1536.0, + "logps/rejected": -2912.0, + "loss": 0.0118, "rewards/accuracies": 1.0, - "rewards/chosen": -10.4375, - "rewards/margins": 11.9375, - "rewards/rejected": -22.375, + "rewards/chosen": -11.1875, + "rewards/margins": 12.0, + "rewards/rejected": -23.125, "step": 2510 }, { "epoch": 2.6387434554973823, - "grad_norm": 0.18518869248809075, + "grad_norm": 0.09847657007482878, "learning_rate": 2.177086530257139e-06, - "logits/chosen": -1.6171875, - "logits/rejected": -0.255859375, - "logps/chosen": -1488.0, - "logps/rejected": -2704.0, - "loss": 0.0122, + "logits/chosen": -3.578125, + "logits/rejected": -1.671875, + "logps/chosen": -1536.0, + "logps/rejected": -2784.0, + "loss": 0.0146, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.0, - "rewards/margins": 10.5625, - "rewards/rejected": -21.5, + "rewards/chosen": -11.4375, + "rewards/margins": 10.9375, + "rewards/rejected": -22.375, "step": 2520 }, { "epoch": 2.649214659685864, - "grad_norm": 0.3677767520124152, + "grad_norm": 0.16869525008885042, "learning_rate": 2.054440793781354e-06, - "logits/chosen": -1.8046875, - "logits/rejected": -0.0262451171875, - "logps/chosen": -1448.0, - "logps/rejected": -2736.0, - "loss": 0.0141, + "logits/chosen": -3.609375, + "logits/rejected": -1.265625, + "logps/chosen": -1536.0, + "logps/rejected": -2816.0, + "loss": 0.0124, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -10.4375, + "rewards/chosen": -11.375, "rewards/margins": 11.125, - "rewards/rejected": -21.625, + "rewards/rejected": -22.5, "step": 2530 }, { "epoch": 2.6596858638743455, - "grad_norm": 0.08071873284564589, + "grad_norm": 0.10456975971332139, "learning_rate": 1.9352024892550587e-06, - "logits/chosen": -1.421875, - "logits/rejected": -0.049072265625, - "logps/chosen": -1424.0, - "logps/rejected": -2656.0, - "loss": 0.011, + "logits/chosen": -3.046875, + "logits/rejected": -1.1953125, + "logps/chosen": -1520.0, + "logps/rejected": -2736.0, + "loss": 0.012, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.25, - "rewards/margins": 10.9375, - "rewards/rejected": -21.25, + "rewards/chosen": -11.3125, + "rewards/margins": 10.8125, + "rewards/rejected": -22.125, "step": 2540 }, { "epoch": 2.670157068062827, - "grad_norm": 0.22694537948423107, + "grad_norm": 0.23987183672477652, "learning_rate": 1.8193893236517379e-06, - "logits/chosen": -2.03125, - "logits/rejected": -0.50390625, - "logps/chosen": -1472.0, - "logps/rejected": -2800.0, - "loss": 0.013, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.5, + "logits/chosen": -3.703125, + "logits/rejected": -1.734375, + "logps/chosen": -1592.0, + "logps/rejected": -2912.0, + "loss": 0.0177, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -11.6875, "rewards/margins": 11.25, - "rewards/rejected": -21.75, + "rewards/rejected": -23.0, "step": 2550 }, { "epoch": 2.680628272251309, - "grad_norm": 0.17563079209313892, + "grad_norm": 0.28280240621718694, "learning_rate": 1.7070184953092956e-06, - "logits/chosen": -1.8671875, - "logits/rejected": 0.1845703125, - "logps/chosen": -1368.0, - "logps/rejected": -2640.0, - "loss": 0.0105, + "logits/chosen": -3.6875, + "logits/rejected": -0.94921875, + "logps/chosen": -1448.0, + "logps/rejected": -2720.0, + "loss": 0.0117, "rewards/accuracies": 1.0, - "rewards/chosen": -9.625, - "rewards/margins": 11.375, - "rewards/rejected": -21.0, + "rewards/chosen": -10.4375, + "rewards/margins": 11.25, + "rewards/rejected": -21.75, "step": 2560 }, { "epoch": 2.6910994764397906, - "grad_norm": 0.2427374378493851, + "grad_norm": 0.17868788890856102, "learning_rate": 1.5981066913760918e-06, - "logits/chosen": -0.7890625, - "logits/rejected": 0.78125, - "logps/chosen": -1344.0, - "logps/rejected": -2576.0, - "loss": 0.006, + "logits/chosen": -2.59375, + "logits/rejected": -0.53125, + "logps/chosen": -1432.0, + "logps/rejected": -2608.0, + "loss": 0.0076, "rewards/accuracies": 1.0, - "rewards/chosen": -9.75, - "rewards/margins": 10.6875, - "rewards/rejected": -20.5, + "rewards/chosen": -10.5625, + "rewards/margins": 10.25, + "rewards/rejected": -20.875, "step": 2570 }, { "epoch": 2.701570680628272, - "grad_norm": 0.2822726814219828, + "grad_norm": 0.15309507992376212, "learning_rate": 1.492670085332884e-06, - "logits/chosen": -2.375, - "logits/rejected": -0.80859375, - "logps/chosen": -1440.0, - "logps/rejected": -2880.0, - "loss": 0.0102, + "logits/chosen": -3.921875, + "logits/rejected": -1.8671875, + "logps/chosen": -1544.0, + "logps/rejected": -2960.0, + "loss": 0.0093, "rewards/accuracies": 1.0, - "rewards/chosen": -10.4375, - "rewards/margins": 11.8125, - "rewards/rejected": -22.25, + "rewards/chosen": -11.4375, + "rewards/margins": 11.5, + "rewards/rejected": -23.0, "step": 2580 }, { "epoch": 2.712041884816754, - "grad_norm": 0.031176925309414637, + "grad_norm": 0.11211247878950366, "learning_rate": 1.3907243345910787e-06, - "logits/chosen": -1.6171875, - "logits/rejected": -0.1767578125, - "logps/chosen": -1496.0, - "logps/rejected": -2800.0, - "loss": 0.0085, + "logits/chosen": -3.640625, + "logits/rejected": -1.375, + "logps/chosen": -1592.0, + "logps/rejected": -2864.0, + "loss": 0.0134, "rewards/accuracies": 1.0, - "rewards/chosen": -10.625, - "rewards/margins": 11.4375, - "rewards/rejected": -22.0, + "rewards/chosen": -11.5625, + "rewards/margins": 11.1875, + "rewards/rejected": -22.75, "step": 2590 }, { "epoch": 2.7225130890052354, - "grad_norm": 0.06744671485238259, + "grad_norm": 0.0878471738085003, "learning_rate": 1.292284578167538e-06, - "logits/chosen": -1.4921875, - "logits/rejected": -0.2431640625, - "logps/chosen": -1448.0, - "logps/rejected": -2784.0, - "loss": 0.0065, + "logits/chosen": -3.140625, + "logits/rejected": -1.3671875, + "logps/chosen": -1536.0, + "logps/rejected": -2864.0, + "loss": 0.0075, "rewards/accuracies": 1.0, - "rewards/chosen": -10.5625, - "rewards/margins": 11.25, - "rewards/rejected": -21.75, + "rewards/chosen": -11.375, + "rewards/margins": 11.1875, + "rewards/rejected": -22.625, "step": 2600 }, { "epoch": 2.7225130890052354, - "eval_logits/chosen": 1.2578125, - "eval_logits/rejected": 2.8125, - "eval_logps/chosen": -1728.0, - "eval_logps/rejected": -1928.0, - "eval_loss": 1.7784218788146973, - "eval_rewards/accuracies": 0.615234375, - "eval_rewards/chosen": -14.125, - "eval_rewards/margins": 2.234375, - "eval_rewards/rejected": -16.375, - "eval_runtime": 46.6277, - "eval_samples_per_second": 42.893, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.40625, + "eval_logits/rejected": 1.359375, + "eval_logps/chosen": -1792.0, + "eval_logps/rejected": -1992.0, + "eval_loss": 1.8008984327316284, + "eval_rewards/accuracies": 0.630859375, + "eval_rewards/chosen": -14.75, + "eval_rewards/margins": 2.265625, + "eval_rewards/rejected": -17.0, + "eval_runtime": 47.0873, + "eval_samples_per_second": 42.474, + "eval_steps_per_second": 0.68, "step": 2600 }, { "epoch": 2.7329842931937174, - "grad_norm": 0.16676870803629498, + "grad_norm": 0.07370534954517018, "learning_rate": 1.1973654344364925e-06, - "logits/chosen": -1.5546875, - "logits/rejected": -0.6953125, - "logps/chosen": -1448.0, - "logps/rejected": -2800.0, - "loss": 0.0081, + "logits/chosen": -3.171875, + "logits/rejected": -1.953125, + "logps/chosen": -1536.0, + "logps/rejected": -2896.0, + "loss": 0.0086, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.3125, - "rewards/margins": 11.3125, - "rewards/rejected": -21.625, + "rewards/chosen": -11.1875, + "rewards/margins": 11.375, + "rewards/rejected": -22.5, "step": 2610 }, { "epoch": 2.743455497382199, - "grad_norm": 0.12928274926533845, + "grad_norm": 0.3365025689074477, "learning_rate": 1.1059809989586583e-06, - "logits/chosen": -1.25, - "logits/rejected": 0.1982421875, - "logps/chosen": -1464.0, - "logps/rejected": -2928.0, - "loss": 0.0073, + "logits/chosen": -3.046875, + "logits/rejected": -0.94921875, + "logps/chosen": -1536.0, + "logps/rejected": -3008.0, + "loss": 0.0093, "rewards/accuracies": 1.0, - "rewards/chosen": -10.625, - "rewards/margins": 12.0625, - "rewards/rejected": -22.625, + "rewards/chosen": -11.375, + "rewards/margins": 12.125, + "rewards/rejected": -23.5, "step": 2620 }, { "epoch": 2.7539267015706805, - "grad_norm": 0.11458867598959759, + "grad_norm": 0.08829671354669028, "learning_rate": 1.018144842388044e-06, - "logits/chosen": -0.671875, - "logits/rejected": 0.90234375, - "logps/chosen": -1440.0, - "logps/rejected": -2768.0, - "loss": 0.0078, + "logits/chosen": -2.46875, + "logits/rejected": -0.255859375, + "logps/chosen": -1528.0, + "logps/rejected": -2848.0, + "loss": 0.0105, "rewards/accuracies": 1.0, - "rewards/chosen": -10.125, - "rewards/margins": 11.4375, - "rewards/rejected": -21.5, + "rewards/chosen": -11.0625, + "rewards/margins": 11.375, + "rewards/rejected": -22.375, "step": 2630 }, { "epoch": 2.7643979057591626, - "grad_norm": 0.16453060460125196, + "grad_norm": 0.1732226483399812, "learning_rate": 9.338700084567109e-07, - "logits/chosen": -1.578125, - "logits/rejected": -0.36328125, - "logps/chosen": -1400.0, - "logps/rejected": -2816.0, - "loss": 0.0093, + "logits/chosen": -3.109375, + "logits/rejected": -1.4765625, + "logps/chosen": -1488.0, + "logps/rejected": -2864.0, + "loss": 0.0078, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.1875, - "rewards/margins": 12.0625, - "rewards/rejected": -22.25, + "rewards/chosen": -11.0625, + "rewards/margins": 11.6875, + "rewards/rejected": -22.75, "step": 2640 }, { "epoch": 2.774869109947644, - "grad_norm": 0.4688204673145244, + "grad_norm": 0.21408267013956153, "learning_rate": 8.531690120377606e-07, - "logits/chosen": -1.5078125, - "logits/rejected": -0.341796875, - "logps/chosen": -1592.0, - "logps/rejected": -2896.0, - "loss": 0.0077, + "logits/chosen": -2.96875, + "logits/rejected": -1.453125, + "logps/chosen": -1728.0, + "logps/rejected": -3024.0, + "loss": 0.0122, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.5, + "rewards/chosen": -12.875, "rewards/margins": 11.375, - "rewards/rejected": -22.875, + "rewards/rejected": -24.25, "step": 2650 }, { "epoch": 2.7853403141361257, - "grad_norm": 0.226890892587328, + "grad_norm": 0.12461493186298428, "learning_rate": 7.760538372868636e-07, - "logits/chosen": -1.6953125, - "logits/rejected": -0.34375, - "logps/chosen": -1432.0, - "logps/rejected": -2720.0, + "logits/chosen": -3.3125, + "logits/rejected": -1.4453125, + "logps/chosen": -1536.0, + "logps/rejected": -2832.0, "loss": 0.0137, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.3125, - "rewards/margins": 11.375, - "rewards/rejected": -21.625, + "rewards/chosen": -11.375, + "rewards/margins": 11.5, + "rewards/rejected": -22.875, "step": 2660 }, { "epoch": 2.7958115183246073, - "grad_norm": 0.0332686297158602, + "grad_norm": 0.08539447462187891, "learning_rate": 7.025359358626166e-07, - "logits/chosen": -1.703125, - "logits/rejected": 0.333984375, - "logps/chosen": -1528.0, - "logps/rejected": -2784.0, - "loss": 0.0086, + "logits/chosen": -3.34375, + "logits/rejected": -0.84765625, + "logps/chosen": -1648.0, + "logps/rejected": -2944.0, + "loss": 0.0076, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.8125, - "rewards/margins": 11.375, - "rewards/rejected": -22.25, + "rewards/chosen": -12.0, + "rewards/margins": 11.75, + "rewards/rejected": -23.75, "step": 2670 }, { "epoch": 2.806282722513089, - "grad_norm": 0.2974033538076973, + "grad_norm": 0.03546327245127398, "learning_rate": 6.326262252259463e-07, - "logits/chosen": -1.8046875, - "logits/rejected": 0.169921875, - "logps/chosen": -1488.0, - "logps/rejected": -2896.0, - "loss": 0.0108, + "logits/chosen": -3.15625, + "logits/rejected": -0.90234375, + "logps/chosen": -1592.0, + "logps/rejected": -3008.0, + "loss": 0.0098, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.625, + "rewards/chosen": -11.6875, "rewards/margins": 12.125, - "rewards/rejected": -22.75, + "rewards/rejected": -23.875, "step": 2680 }, { "epoch": 2.816753926701571, - "grad_norm": 0.26037676087946277, + "grad_norm": 0.22716375235408476, "learning_rate": 5.66335087018871e-07, - "logits/chosen": -1.6796875, - "logits/rejected": -0.52734375, - "logps/chosen": -1520.0, - "logps/rejected": -2944.0, - "loss": 0.0058, + "logits/chosen": -3.25, + "logits/rejected": -1.6484375, + "logps/chosen": -1584.0, + "logps/rejected": -3024.0, + "loss": 0.0076, "rewards/accuracies": 1.0, - "rewards/chosen": -10.9375, - "rewards/margins": 11.625, - "rewards/rejected": -22.5, + "rewards/chosen": -11.625, + "rewards/margins": 11.6875, + "rewards/rejected": -23.25, "step": 2690 }, { "epoch": 2.8272251308900525, - "grad_norm": 0.731496490192096, + "grad_norm": 0.5299507901285828, "learning_rate": 5.036723655228226e-07, - "logits/chosen": -1.140625, - "logits/rejected": -0.1796875, - "logps/chosen": -1432.0, - "logps/rejected": -2784.0, - "loss": 0.0126, + "logits/chosen": -2.765625, + "logits/rejected": -1.3046875, + "logps/chosen": -1512.0, + "logps/rejected": -2880.0, + "loss": 0.0142, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -10.625, - "rewards/margins": 11.4375, - "rewards/rejected": -22.0, + "rewards/chosen": -11.4375, + "rewards/margins": 11.625, + "rewards/rejected": -23.0, "step": 2700 }, { "epoch": 2.8272251308900525, - "eval_logits/chosen": 1.2734375, - "eval_logits/rejected": 2.828125, - "eval_logps/chosen": -1752.0, - "eval_logps/rejected": -1944.0, - "eval_loss": 1.7994999885559082, - "eval_rewards/accuracies": 0.609375, - "eval_rewards/chosen": -14.3125, - "eval_rewards/margins": 2.25, - "eval_rewards/rejected": -16.625, - "eval_runtime": 46.6289, - "eval_samples_per_second": 42.892, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.302734375, + "eval_logits/rejected": 1.4453125, + "eval_logps/chosen": -1816.0, + "eval_logps/rejected": -2016.0, + "eval_loss": 1.8148125410079956, + "eval_rewards/accuracies": 0.630859375, + "eval_rewards/chosen": -14.9375, + "eval_rewards/margins": 2.296875, + "eval_rewards/rejected": -17.25, + "eval_runtime": 47.0841, + "eval_samples_per_second": 42.477, + "eval_steps_per_second": 0.68, "step": 2700 }, { "epoch": 2.837696335078534, - "grad_norm": 0.7198056574728556, + "grad_norm": 1.7591547555964455, "learning_rate": 4.446473661967432e-07, - "logits/chosen": -1.9921875, - "logits/rejected": -0.59375, - "logps/chosen": -1504.0, - "logps/rejected": -2752.0, - "loss": 0.0097, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -11.125, - "rewards/margins": 11.0625, - "rewards/rejected": -22.125, + "logits/chosen": -3.625, + "logits/rejected": -1.8671875, + "logps/chosen": -1592.0, + "logps/rejected": -2800.0, + "loss": 0.0123, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -11.9375, + "rewards/margins": 10.6875, + "rewards/rejected": -22.625, "step": 2710 }, { "epoch": 2.8481675392670156, - "grad_norm": 0.4753855724493522, + "grad_norm": 1.0528192304485011, "learning_rate": 3.892688542952411e-07, - "logits/chosen": -0.69140625, - "logits/rejected": 0.625, - "logps/chosen": -1408.0, - "logps/rejected": -2768.0, - "loss": 0.0094, + "logits/chosen": -2.5, + "logits/rejected": -0.67578125, + "logps/chosen": -1464.0, + "logps/rejected": -2816.0, + "loss": 0.0128, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.25, - "rewards/margins": 11.625, - "rewards/rejected": -21.875, + "rewards/chosen": -10.8125, + "rewards/margins": 11.5, + "rewards/rejected": -22.25, "step": 2720 }, { "epoch": 2.858638743455497, - "grad_norm": 0.2906802488180948, + "grad_norm": 0.21803424026895357, "learning_rate": 3.3754505356694e-07, - "logits/chosen": -2.3125, - "logits/rejected": -0.71875, - "logps/chosen": -1544.0, + "logits/chosen": -3.984375, + "logits/rejected": -1.90625, + "logps/chosen": -1608.0, "logps/rejected": -2800.0, - "loss": 0.019, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -11.25, - "rewards/margins": 10.9375, - "rewards/rejected": -22.125, + "loss": 0.0136, + "rewards/accuracies": 1.0, + "rewards/chosen": -11.875, + "rewards/margins": 10.4375, + "rewards/rejected": -22.25, "step": 2730 }, { "epoch": 2.869109947643979, - "grad_norm": 0.265663073141491, + "grad_norm": 0.1258121861832878, "learning_rate": 2.8948364503322276e-07, - "logits/chosen": -1.1484375, - "logits/rejected": 0.38671875, - "logps/chosen": -1400.0, - "logps/rejected": -2688.0, - "loss": 0.0122, + "logits/chosen": -2.75, + "logits/rejected": -0.8359375, + "logps/chosen": -1504.0, + "logps/rejected": -2752.0, + "loss": 0.0123, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.3125, - "rewards/margins": 11.4375, - "rewards/rejected": -21.75, + "rewards/chosen": -11.3125, + "rewards/margins": 11.125, + "rewards/rejected": -22.375, "step": 2740 }, { "epoch": 2.8795811518324608, - "grad_norm": 0.19920546039714782, + "grad_norm": 0.5767318390725228, "learning_rate": 2.4509176584762706e-07, - "logits/chosen": -1.390625, - "logits/rejected": 0.0634765625, - "logps/chosen": -1400.0, - "logps/rejected": -2688.0, - "loss": 0.0107, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.125, - "rewards/margins": 10.875, - "rewards/rejected": -21.0, + "logits/chosen": -2.984375, + "logits/rejected": -0.98046875, + "logps/chosen": -1488.0, + "logps/rejected": -2752.0, + "loss": 0.0097, + "rewards/accuracies": 1.0, + "rewards/chosen": -11.0, + "rewards/margins": 10.625, + "rewards/rejected": -21.5, "step": 2750 }, { "epoch": 2.8900523560209423, - "grad_norm": 0.5103962747661847, + "grad_norm": 0.09425982935238154, "learning_rate": 2.0437600823595694e-07, - "logits/chosen": -1.6640625, - "logits/rejected": -0.2099609375, - "logps/chosen": -1496.0, - "logps/rejected": -2784.0, - "loss": 0.0113, - "rewards/accuracies": 1.0, - "rewards/chosen": -10.5625, - "rewards/margins": 11.125, - "rewards/rejected": -21.625, + "logits/chosen": -3.484375, + "logits/rejected": -1.40625, + "logps/chosen": -1592.0, + "logps/rejected": -2880.0, + "loss": 0.0105, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -11.5, + "rewards/margins": 11.0, + "rewards/rejected": -22.5, "step": 2760 }, { "epoch": 2.900523560209424, - "grad_norm": 0.3945394222875742, + "grad_norm": 0.314688452433757, "learning_rate": 1.6734241851733e-07, - "logits/chosen": -1.8671875, - "logits/rejected": -0.462890625, - "logps/chosen": -1576.0, - "logps/rejected": -2864.0, - "loss": 0.0088, + "logits/chosen": -3.390625, + "logits/rejected": -1.53125, + "logps/chosen": -1672.0, + "logps/rejected": -2992.0, + "loss": 0.0092, "rewards/accuracies": 1.0, - "rewards/chosen": -11.375, - "rewards/margins": 11.125, - "rewards/rejected": -22.5, + "rewards/chosen": -12.375, + "rewards/margins": 11.4375, + "rewards/rejected": -23.75, "step": 2770 }, { "epoch": 2.9109947643979055, - "grad_norm": 0.21459014215233083, + "grad_norm": 1.533065818931154, "learning_rate": 1.339964962062984e-07, - "logits/chosen": -1.7578125, - "logits/rejected": -0.83984375, - "logps/chosen": -1440.0, - "logps/rejected": -2736.0, - "loss": 0.0051, + "logits/chosen": -3.28125, + "logits/rejected": -2.015625, + "logps/chosen": -1512.0, + "logps/rejected": -2800.0, + "loss": 0.0067, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.625, + "rewards/chosen": -11.4375, "rewards/margins": 11.1875, - "rewards/rejected": -21.875, + "rewards/rejected": -22.625, "step": 2780 }, { "epoch": 2.9214659685863875, - "grad_norm": 0.26252937123483133, + "grad_norm": 0.5216332775391516, "learning_rate": 1.0434319319617136e-07, - "logits/chosen": -1.671875, - "logits/rejected": 0.1298828125, - "logps/chosen": -1456.0, - "logps/rejected": -2656.0, - "loss": 0.0176, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.625, + "logits/chosen": -3.234375, + "logits/rejected": -0.93359375, + "logps/chosen": -1536.0, + "logps/rejected": -2736.0, + "loss": 0.01, + "rewards/accuracies": 1.0, + "rewards/chosen": -11.4375, "rewards/margins": 10.75, - "rewards/rejected": -21.375, + "rewards/rejected": -22.125, "step": 2790 }, { "epoch": 2.931937172774869, - "grad_norm": 0.6790062750047958, + "grad_norm": 0.341009303562548, "learning_rate": 7.838691302365363e-08, - "logits/chosen": -1.171875, - "logits/rejected": 0.150390625, - "logps/chosen": -1464.0, - "logps/rejected": -2880.0, - "loss": 0.0068, + "logits/chosen": -2.8125, + "logits/rejected": -1.0078125, + "logps/chosen": -1552.0, + "logps/rejected": -2912.0, + "loss": 0.0102, "rewards/accuracies": 1.0, - "rewards/chosen": -10.625, - "rewards/margins": 11.9375, - "rewards/rejected": -22.5, + "rewards/chosen": -11.4375, + "rewards/margins": 11.5, + "rewards/rejected": -22.875, "step": 2800 }, { "epoch": 2.931937172774869, - "eval_logits/chosen": 1.2578125, - "eval_logits/rejected": 2.828125, - "eval_logps/chosen": -1752.0, - "eval_logps/rejected": -1952.0, - "eval_loss": 1.8052500486373901, - "eval_rewards/accuracies": 0.609375, - "eval_rewards/chosen": -14.375, - "eval_rewards/margins": 2.265625, - "eval_rewards/rejected": -16.625, - "eval_runtime": 46.6314, - "eval_samples_per_second": 42.89, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -0.3125, + "eval_logits/rejected": 1.4375, + "eval_logps/chosen": -1816.0, + "eval_logps/rejected": -2016.0, + "eval_loss": 1.8180078268051147, + "eval_rewards/accuracies": 0.626953125, + "eval_rewards/chosen": -14.9375, + "eval_rewards/margins": 2.3125, + "eval_rewards/rejected": -17.25, + "eval_runtime": 47.0939, + "eval_samples_per_second": 42.468, + "eval_steps_per_second": 0.679, "step": 2800 }, { "epoch": 2.9424083769633507, - "grad_norm": 0.31425102267712873, + "grad_norm": 0.1707304319835883, "learning_rate": 5.613151021490459e-08, - "logits/chosen": -1.015625, - "logits/rejected": -0.296875, - "logps/chosen": -1400.0, - "logps/rejected": -2800.0, - "loss": 0.0054, + "logits/chosen": -2.640625, + "logits/rejected": -1.5234375, + "logps/chosen": -1472.0, + "logps/rejected": -2864.0, + "loss": 0.0058, "rewards/accuracies": 1.0, - "rewards/chosen": -10.625, - "rewards/margins": 11.6875, - "rewards/rejected": -22.25, + "rewards/chosen": -11.3125, + "rewards/margins": 11.75, + "rewards/rejected": -23.0, "step": 2810 }, { "epoch": 2.9528795811518327, - "grad_norm": 0.09801027577800256, + "grad_norm": 0.5595562848919824, "learning_rate": 3.7580289713159965e-08, - "logits/chosen": -1.3359375, - "logits/rejected": 0.46484375, - "logps/chosen": -1496.0, - "logps/rejected": -2864.0, - "loss": 0.0074, + "logits/chosen": -2.921875, + "logits/rejected": -0.72265625, + "logps/chosen": -1600.0, + "logps/rejected": -2976.0, + "loss": 0.0094, "rewards/accuracies": 1.0, - "rewards/chosen": -10.8125, + "rewards/chosen": -11.8125, "rewards/margins": 11.875, - "rewards/rejected": -22.625, + "rewards/rejected": -23.75, "step": 2820 }, { "epoch": 2.9633507853403143, - "grad_norm": 0.3159087299773979, + "grad_norm": 0.34613763016441956, "learning_rate": 2.2736006387927277e-08, - "logits/chosen": -1.7734375, - "logits/rejected": 0.1474609375, - "logps/chosen": -1472.0, - "logps/rejected": -2688.0, - "loss": 0.0086, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.5625, - "rewards/margins": 11.0, - "rewards/rejected": -21.625, + "logits/chosen": -3.234375, + "logits/rejected": -0.93359375, + "logps/chosen": -1576.0, + "logps/rejected": -2768.0, + "loss": 0.012, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -11.625, + "rewards/margins": 10.75, + "rewards/rejected": -22.375, "step": 2830 }, { "epoch": 2.973821989528796, - "grad_norm": 0.1583739041052338, + "grad_norm": 1.0870109941132398, "learning_rate": 1.1600864625893604e-08, - "logits/chosen": -1.734375, - "logits/rejected": -0.490234375, - "logps/chosen": -1448.0, - "logps/rejected": -2896.0, - "loss": 0.0167, + "logits/chosen": -3.15625, + "logits/rejected": -1.6796875, + "logps/chosen": -1544.0, + "logps/rejected": -2976.0, + "loss": 0.0113, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.4375, - "rewards/margins": 12.0625, - "rewards/rejected": -22.5, + "rewards/chosen": -11.375, + "rewards/margins": 12.0, + "rewards/rejected": -23.375, "step": 2840 }, { "epoch": 2.9842931937172774, - "grad_norm": 0.08503265376484782, + "grad_norm": 0.017941993915583238, "learning_rate": 4.176518003573549e-09, - "logits/chosen": -2.046875, - "logits/rejected": -0.3671875, - "logps/chosen": -1456.0, - "logps/rejected": -2768.0, - "loss": 0.0207, + "logits/chosen": -3.703125, + "logits/rejected": -1.53125, + "logps/chosen": -1560.0, + "logps/rejected": -2864.0, + "loss": 0.016, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -10.625, - "rewards/margins": 11.5, - "rewards/rejected": -22.125, + "rewards/chosen": -11.625, + "rewards/margins": 11.375, + "rewards/rejected": -23.0, "step": 2850 }, { "epoch": 2.994764397905759, - "grad_norm": 0.6178102711626517, + "grad_norm": 0.11366211393856238, "learning_rate": 4.640690417528903e-10, - "logits/chosen": -1.4296875, - "logits/rejected": -0.1806640625, - "logps/chosen": -1416.0, - "logps/rejected": -2672.0, - "loss": 0.014, + "logits/chosen": -2.984375, + "logits/rejected": -1.484375, + "logps/chosen": -1520.0, + "logps/rejected": -2736.0, + "loss": 0.0163, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -10.375, - "rewards/margins": 11.375, - "rewards/rejected": -21.75, + "rewards/chosen": -11.4375, + "rewards/margins": 10.8125, + "rewards/rejected": -22.25, "step": 2860 }, { "epoch": 3.0, "step": 2865, "total_flos": 0.0, - "train_loss": 0.17591854184865952, - "train_runtime": 12314.0377, - "train_samples_per_second": 14.89, - "train_steps_per_second": 0.233 + "train_loss": 0.17683555641411486, + "train_runtime": 12375.7398, + "train_samples_per_second": 14.816, + "train_steps_per_second": 0.232 } ], "logging_steps": 10,