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": 5.38308067689226, + "grad_norm": 5.383018034307613, "learning_rate": 1.7421602787456448e-07, "logits/chosen": -9.75, "logits/rejected": -8.6875, @@ -25,43 +25,43 @@ }, { "epoch": 0.010471204188481676, - "grad_norm": 5.124685883317083, + "grad_norm": 5.12047887148474, "learning_rate": 1.7421602787456445e-06, "logits/chosen": -10.8125, "logits/rejected": -8.0, "logps/chosen": -510.0, "logps/rejected": -2080.0, - "loss": 0.6905, - "rewards/accuracies": 0.0902777761220932, - "rewards/chosen": -0.0002346038818359375, - "rewards/margins": 0.0002498626708984375, - "rewards/rejected": -0.000484466552734375, + "loss": 0.6903, + "rewards/accuracies": 0.0972222238779068, + "rewards/chosen": -0.00069427490234375, + "rewards/margins": 0.00119781494140625, + "rewards/rejected": -0.00189208984375, "step": 10 }, { "epoch": 0.020942408376963352, - "grad_norm": 5.266345890881455, + "grad_norm": 5.2561220267486695, "learning_rate": 3.484320557491289e-06, "logits/chosen": -10.9375, "logits/rejected": -8.375, "logps/chosen": -486.0, "logps/rejected": -2128.0, "loss": 0.6303, - "rewards/accuracies": 0.6937500238418579, - "rewards/chosen": -0.0067138671875, - "rewards/margins": 0.134765625, + "rewards/accuracies": 0.7124999761581421, + "rewards/chosen": -0.007171630859375, + "rewards/margins": 0.1337890625, "rewards/rejected": -0.1416015625, "step": 20 }, { "epoch": 0.031413612565445025, - "grad_norm": 1.7049065566770096, + "grad_norm": 1.6978262351476723, "learning_rate": 5.226480836236934e-06, "logits/chosen": -10.875, "logits/rejected": -8.1875, "logps/chosen": -448.0, "logps/rejected": -2272.0, - "loss": 0.3423, + "loss": 0.3421, "rewards/accuracies": 0.925000011920929, "rewards/chosen": -0.1044921875, "rewards/margins": 1.1640625, @@ -70,43 +70,43 @@ }, { "epoch": 0.041884816753926704, - "grad_norm": 0.5243567019599547, + "grad_norm": 0.5221953002579055, "learning_rate": 6.968641114982578e-06, "logits/chosen": -11.1875, "logits/rejected": -8.9375, "logps/chosen": -576.0, "logps/rejected": -2544.0, - "loss": 0.2282, + "loss": 0.2286, "rewards/accuracies": 0.9125000238418579, "rewards/chosen": -0.68359375, - "rewards/margins": 3.765625, - "rewards/rejected": -4.4375, + "rewards/margins": 3.78125, + "rewards/rejected": -4.46875, "step": 40 }, { "epoch": 0.05235602094240838, - "grad_norm": 1.8665347307549, + "grad_norm": 1.8688713365109348, "learning_rate": 8.710801393728225e-06, "logits/chosen": -12.0, "logits/rejected": -9.875, "logps/chosen": -604.0, "logps/rejected": -2432.0, - "loss": 0.2274, + "loss": 0.2273, "rewards/accuracies": 0.893750011920929, - "rewards/chosen": -0.7734375, - "rewards/margins": 3.78125, + "rewards/chosen": -0.76953125, + "rewards/margins": 3.765625, "rewards/rejected": -4.53125, "step": 50 }, { "epoch": 0.06282722513089005, - "grad_norm": 1.6133377477083573, + "grad_norm": 1.6195296149147707, "learning_rate": 1.0452961672473868e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.0625, + "logits/chosen": -13.6875, + "logits/rejected": -10.125, "logps/chosen": -516.0, "logps/rejected": -2640.0, - "loss": 0.2086, + "loss": 0.2084, "rewards/accuracies": 0.9437500238418579, "rewards/chosen": -0.5625, "rewards/margins": 3.734375, @@ -115,43 +115,43 @@ }, { "epoch": 0.07329842931937172, - "grad_norm": 2.758300742442637, + "grad_norm": 2.7781653554164896, "learning_rate": 1.2195121951219513e-05, - "logits/chosen": -14.4375, - "logits/rejected": -11.0625, + "logits/chosen": -14.5, + "logits/rejected": -11.125, "logps/chosen": -532.0, "logps/rejected": -2432.0, - "loss": 0.2306, + "loss": 0.2303, "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -0.65234375, + "rewards/chosen": -0.66015625, "rewards/margins": 3.21875, "rewards/rejected": -3.875, "step": 70 }, { "epoch": 0.08376963350785341, - "grad_norm": 1.4261185227440032, + "grad_norm": 1.4327439606952914, "learning_rate": 1.3937282229965156e-05, - "logits/chosen": -14.375, - "logits/rejected": -10.75, + "logits/chosen": -14.4375, + "logits/rejected": -10.8125, "logps/chosen": -516.0, - "logps/rejected": -2480.0, + "logps/rejected": -2496.0, "loss": 0.2193, "rewards/accuracies": 0.918749988079071, "rewards/chosen": -0.69921875, "rewards/margins": 3.03125, - "rewards/rejected": -3.71875, + "rewards/rejected": -3.734375, "step": 80 }, { "epoch": 0.09424083769633508, - "grad_norm": 1.5121621931310467, + "grad_norm": 1.4759866612339168, "learning_rate": 1.56794425087108e-05, - "logits/chosen": -14.5625, + "logits/chosen": -14.5, "logits/rejected": -10.875, "logps/chosen": -490.0, "logps/rejected": -2672.0, - "loss": 0.1808, + "loss": 0.1803, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -0.54296875, "rewards/margins": 3.515625, @@ -160,13 +160,13 @@ }, { "epoch": 0.10471204188481675, - "grad_norm": 1.4750070586077515, + "grad_norm": 1.4701343266359446, "learning_rate": 1.742160278745645e-05, "logits/chosen": -14.25, "logits/rejected": -11.0, "logps/chosen": -500.0, "logps/rejected": -2640.0, - "loss": 0.1864, + "loss": 0.187, "rewards/accuracies": 0.9624999761581421, "rewards/chosen": -0.68359375, "rewards/margins": 3.984375, @@ -176,255 +176,255 @@ { "epoch": 0.10471204188481675, "eval_logits/chosen": -14.6875, - "eval_logits/rejected": -14.5, + "eval_logits/rejected": -14.5625, "eval_logps/chosen": -364.0, "eval_logps/rejected": -344.0, - "eval_loss": 0.676437497138977, - "eval_rewards/accuracies": 0.541015625, - "eval_rewards/chosen": -0.447265625, + "eval_loss": 0.6759999990463257, + "eval_rewards/accuracies": 0.546875, + "eval_rewards/chosen": -0.44921875, "eval_rewards/margins": 0.1083984375, - "eval_rewards/rejected": -0.5546875, - "eval_runtime": 48.6011, - "eval_samples_per_second": 41.151, - "eval_steps_per_second": 0.658, + "eval_rewards/rejected": -0.55859375, + "eval_runtime": 48.4993, + "eval_samples_per_second": 41.238, + "eval_steps_per_second": 0.66, "step": 100 }, { "epoch": 0.11518324607329843, - "grad_norm": 1.428472636565015, + "grad_norm": 1.448622836355066, "learning_rate": 1.9163763066202093e-05, "logits/chosen": -14.0625, - "logits/rejected": -11.25, + "logits/rejected": -11.3125, "logps/chosen": -576.0, "logps/rejected": -2480.0, - "loss": 0.2104, + "loss": 0.2096, "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -0.8046875, - "rewards/margins": 3.0625, - "rewards/rejected": -3.875, + "rewards/chosen": -0.8125, + "rewards/margins": 3.09375, + "rewards/rejected": -3.90625, "step": 110 }, { "epoch": 0.1256544502617801, - "grad_norm": 1.136327247749575, + "grad_norm": 1.1486948403190462, "learning_rate": 2.0905923344947736e-05, "logits/chosen": -12.125, - "logits/rejected": -10.125, - "logps/chosen": -556.0, + "logits/rejected": -10.1875, + "logps/chosen": -560.0, "logps/rejected": -2608.0, - "loss": 0.1613, + "loss": 0.1618, "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": -0.87109375, + "rewards/chosen": -0.875, "rewards/margins": 4.53125, "rewards/rejected": -5.40625, "step": 120 }, { "epoch": 0.13612565445026178, - "grad_norm": 1.2324544779713202, + "grad_norm": 1.2533802819160162, "learning_rate": 2.264808362369338e-05, - "logits/chosen": -11.9375, - "logits/rejected": -9.6875, + "logits/chosen": -12.1875, + "logits/rejected": -9.875, "logps/chosen": -512.0, "logps/rejected": -2624.0, - "loss": 0.1672, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -0.66796875, - "rewards/margins": 4.3125, - "rewards/rejected": -4.96875, + "loss": 0.1667, + "rewards/accuracies": 0.9375, + "rewards/chosen": -0.67578125, + "rewards/margins": 4.25, + "rewards/rejected": -4.90625, "step": 130 }, { "epoch": 0.14659685863874344, - "grad_norm": 1.5984891624397473, + "grad_norm": 1.7177662297335345, "learning_rate": 2.4390243902439026e-05, - "logits/chosen": -11.6875, - "logits/rejected": -9.3125, + "logits/chosen": -11.9375, + "logits/rejected": -9.625, "logps/chosen": -456.0, "logps/rejected": -2560.0, - "loss": 0.2005, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -0.5546875, - "rewards/margins": 3.78125, - "rewards/rejected": -4.34375, + "loss": 0.1787, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -0.54296875, + "rewards/margins": 3.890625, + "rewards/rejected": -4.4375, "step": 140 }, { "epoch": 0.15706806282722513, - "grad_norm": 1.2606827932294156, + "grad_norm": 1.2078665737013297, "learning_rate": 2.6132404181184672e-05, - "logits/chosen": -11.625, - "logits/rejected": -9.125, - "logps/chosen": -488.0, - "logps/rejected": -2512.0, - "loss": 0.1755, + "logits/chosen": -12.25, + "logits/rejected": -9.625, + "logps/chosen": -492.0, + "logps/rejected": -2528.0, + "loss": 0.1713, "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -0.64453125, - "rewards/margins": 3.75, - "rewards/rejected": -4.40625, + "rewards/chosen": -0.69140625, + "rewards/margins": 3.828125, + "rewards/rejected": -4.53125, "step": 150 }, { "epoch": 0.16753926701570682, - "grad_norm": 3.093909888170432, + "grad_norm": 3.4807603308040584, "learning_rate": 2.7874564459930312e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.125, - "logps/chosen": -510.0, - "logps/rejected": -2592.0, - "loss": 0.1924, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.0078125, - "rewards/margins": 4.09375, - "rewards/rejected": -5.09375, + "logits/chosen": -12.875, + "logits/rejected": -10.3125, + "logps/chosen": -524.0, + "logps/rejected": -2624.0, + "loss": 0.1858, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -1.1484375, + "rewards/margins": 4.21875, + "rewards/rejected": -5.375, "step": 160 }, { "epoch": 0.17801047120418848, - "grad_norm": 1.1896686461642088, + "grad_norm": 1.208294635292511, "learning_rate": 2.9616724738675962e-05, - "logits/chosen": -13.375, - "logits/rejected": -11.0, - "logps/chosen": -620.0, - "logps/rejected": -2768.0, - "loss": 0.1624, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.2890625, + "logits/chosen": -12.6875, + "logits/rejected": -10.625, + "logps/chosen": -660.0, + "logps/rejected": -2816.0, + "loss": 0.1725, + "rewards/accuracies": 0.925000011920929, + "rewards/chosen": -1.6875, "rewards/margins": 4.28125, - "rewards/rejected": -5.5625, + "rewards/rejected": -5.96875, "step": 170 }, { "epoch": 0.18848167539267016, - "grad_norm": 1.786162172320875, + "grad_norm": 1.389184071600737, "learning_rate": 3.13588850174216e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.6875, - "logps/chosen": -540.0, - "logps/rejected": -2768.0, - "loss": 0.0998, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.0, - "rewards/margins": 4.6875, - "rewards/rejected": -5.6875, + "logits/chosen": -11.875, + "logits/rejected": -9.5625, + "logps/chosen": -576.0, + "logps/rejected": -2800.0, + "loss": 0.1086, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -1.3359375, + "rewards/margins": 4.59375, + "rewards/rejected": -5.9375, "step": 180 }, { "epoch": 0.19895287958115182, - "grad_norm": 4.125706219478258, + "grad_norm": 1.2821087081049185, "learning_rate": 3.310104529616725e-05, - "logits/chosen": -13.0, - "logits/rejected": -10.6875, - "logps/chosen": -572.0, - "logps/rejected": -2832.0, - "loss": 0.2826, + "logits/chosen": -12.75, + "logits/rejected": -10.0, + "logps/chosen": -576.0, + "logps/rejected": -2816.0, + "loss": 0.2036, "rewards/accuracies": 0.887499988079071, - "rewards/chosen": -1.296875, - "rewards/margins": 5.53125, - "rewards/rejected": -6.8125, + "rewards/chosen": -1.34375, + "rewards/margins": 5.25, + "rewards/rejected": -6.59375, "step": 190 }, { "epoch": 0.2094240837696335, - "grad_norm": 1.5835108506389313, + "grad_norm": 1.1535483494131622, "learning_rate": 3.48432055749129e-05, "logits/chosen": -12.75, - "logits/rejected": -10.5, + "logits/rejected": -10.125, "logps/chosen": -494.0, - "logps/rejected": -2640.0, - "loss": 0.1156, - "rewards/accuracies": 0.9375, - "rewards/chosen": -0.83984375, - "rewards/margins": 4.5625, - "rewards/rejected": -5.40625, + "logps/rejected": -2624.0, + "loss": 0.1162, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -0.81640625, + "rewards/margins": 4.40625, + "rewards/rejected": -5.25, "step": 200 }, { "epoch": 0.2094240837696335, - "eval_logits/chosen": -11.6875, - "eval_logits/rejected": -11.4375, - "eval_logps/chosen": -398.0, - "eval_logps/rejected": -378.0, - "eval_loss": 0.6999062299728394, - "eval_rewards/accuracies": 0.5234375, - "eval_rewards/chosen": -0.80078125, - "eval_rewards/margins": 0.09912109375, - "eval_rewards/rejected": -0.8984375, - "eval_runtime": 46.6479, - "eval_samples_per_second": 42.874, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -12.0625, + "eval_logits/rejected": -11.6875, + "eval_logps/chosen": -396.0, + "eval_logps/rejected": -376.0, + "eval_loss": 0.6879374980926514, + "eval_rewards/accuracies": 0.541015625, + "eval_rewards/chosen": -0.7734375, + "eval_rewards/margins": 0.1015625, + "eval_rewards/rejected": -0.875, + "eval_runtime": 46.5928, + "eval_samples_per_second": 42.925, + "eval_steps_per_second": 0.687, "step": 200 }, { "epoch": 0.2198952879581152, - "grad_norm": 0.987453416665501, + "grad_norm": 2.3780448338226745, "learning_rate": 3.6585365853658535e-05, - "logits/chosen": -11.75, - "logits/rejected": -9.5625, - "logps/chosen": -524.0, - "logps/rejected": -2688.0, - "loss": 0.1272, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.0234375, - "rewards/margins": 5.125, - "rewards/rejected": -6.125, + "logits/chosen": -11.8125, + "logits/rejected": -9.4375, + "logps/chosen": -528.0, + "logps/rejected": -2768.0, + "loss": 0.1247, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -1.046875, + "rewards/margins": 5.84375, + "rewards/rejected": -6.90625, "step": 210 }, { "epoch": 0.23036649214659685, - "grad_norm": 1.0889613168882084, + "grad_norm": 1.144526845514364, "learning_rate": 3.8327526132404185e-05, - "logits/chosen": -12.625, - "logits/rejected": -9.8125, - "logps/chosen": -532.0, - "logps/rejected": -2592.0, - "loss": 0.1713, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -0.96875, - "rewards/margins": 4.40625, - "rewards/rejected": -5.375, + "logits/chosen": -12.3125, + "logits/rejected": -9.5, + "logps/chosen": -516.0, + "logps/rejected": -2544.0, + "loss": 0.172, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -0.80078125, + "rewards/margins": 4.125, + "rewards/rejected": -4.9375, "step": 220 }, { "epoch": 0.24083769633507854, - "grad_norm": 1.6920828920147442, + "grad_norm": 1.8668957975082823, "learning_rate": 4.006968641114983e-05, - "logits/chosen": -13.3125, - "logits/rejected": -10.3125, - "logps/chosen": -532.0, - "logps/rejected": -2944.0, - "loss": 0.1088, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.125, - "rewards/margins": 5.3125, - "rewards/rejected": -6.4375, + "logits/chosen": -12.125, + "logits/rejected": -9.5625, + "logps/chosen": -524.0, + "logps/rejected": -2960.0, + "loss": 0.11, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -1.078125, + "rewards/margins": 5.46875, + "rewards/rejected": -6.5625, "step": 230 }, { "epoch": 0.2513089005235602, - "grad_norm": 0.7898867619854981, + "grad_norm": 0.8786932577019532, "learning_rate": 4.181184668989547e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.4375, - "logps/chosen": -604.0, - "logps/rejected": -2800.0, - "loss": 0.1776, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.2109375, - "rewards/margins": 4.25, - "rewards/rejected": -5.46875, + "logits/chosen": -11.9375, + "logits/rejected": -9.8125, + "logps/chosen": -596.0, + "logps/rejected": -2784.0, + "loss": 0.1747, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -1.140625, + "rewards/margins": 4.28125, + "rewards/rejected": -5.4375, "step": 240 }, { "epoch": 0.2617801047120419, - "grad_norm": 2.123153422041998, + "grad_norm": 2.1158278431724704, "learning_rate": 4.3554006968641115e-05, - "logits/chosen": -14.125, - "logits/rejected": -11.25, + "logits/chosen": -13.3125, + "logits/rejected": -10.8125, "logps/chosen": -696.0, "logps/rejected": -2704.0, - "loss": 0.192, - "rewards/accuracies": 0.918749988079071, + "loss": 0.1825, + "rewards/accuracies": 0.925000011920929, "rewards/chosen": -1.3671875, "rewards/margins": 4.125, "rewards/rejected": -5.5, @@ -432,4342 +432,4342 @@ }, { "epoch": 0.27225130890052357, - "grad_norm": 1.1472354666715698, + "grad_norm": 1.0397790565612381, "learning_rate": 4.529616724738676e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.9375, + "logits/chosen": -13.75, + "logits/rejected": -11.25, "logps/chosen": -592.0, - "logps/rejected": -2736.0, - "loss": 0.1599, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -1.2578125, - "rewards/margins": 4.15625, - "rewards/rejected": -5.4375, + "logps/rejected": -2768.0, + "loss": 0.1714, + "rewards/accuracies": 0.925000011920929, + "rewards/chosen": -1.28125, + "rewards/margins": 4.40625, + "rewards/rejected": -5.6875, "step": 260 }, { "epoch": 0.28272251308900526, - "grad_norm": 1.5959333305446395, + "grad_norm": 1.7559458008861224, "learning_rate": 4.703832752613241e-05, - "logits/chosen": -12.1875, - "logits/rejected": -10.3125, + "logits/chosen": -13.1875, + "logits/rejected": -10.6875, "logps/chosen": -560.0, - "logps/rejected": -2848.0, - "loss": 0.1573, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -1.203125, - "rewards/margins": 5.8125, - "rewards/rejected": -7.03125, + "logps/rejected": -2768.0, + "loss": 0.1504, + "rewards/accuracies": 0.9375, + "rewards/chosen": -1.1953125, + "rewards/margins": 5.0, + "rewards/rejected": -6.1875, "step": 270 }, { "epoch": 0.2931937172774869, - "grad_norm": 1.185815344909836, + "grad_norm": 1.071278913730053, "learning_rate": 4.878048780487805e-05, - "logits/chosen": -12.8125, - "logits/rejected": -10.25, - "logps/chosen": -568.0, - "logps/rejected": -2512.0, - "loss": 0.2706, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.0546875, - "rewards/margins": 3.71875, - "rewards/rejected": -4.78125, + "logits/chosen": -13.4375, + "logits/rejected": -10.625, + "logps/chosen": -612.0, + "logps/rejected": -2608.0, + "loss": 0.2854, + "rewards/accuracies": 0.925000011920929, + "rewards/chosen": -1.4765625, + "rewards/margins": 4.34375, + "rewards/rejected": -5.8125, "step": 280 }, { "epoch": 0.3036649214659686, - "grad_norm": 1.0364545571263137, + "grad_norm": 1.1458674592015403, "learning_rate": 4.999983293481418e-05, - "logits/chosen": -12.25, - "logits/rejected": -9.8125, - "logps/chosen": -544.0, - "logps/rejected": -2592.0, - "loss": 0.2109, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -0.8828125, + "logits/chosen": -13.625, + "logits/rejected": -10.625, + "logps/chosen": -624.0, + "logps/rejected": -2672.0, + "loss": 0.2421, + "rewards/accuracies": 0.9125000238418579, + "rewards/chosen": -1.65625, "rewards/margins": 4.03125, - "rewards/rejected": -4.90625, + "rewards/rejected": -5.6875, "step": 290 }, { "epoch": 0.31413612565445026, - "grad_norm": 0.703025557252931, + "grad_norm": 1.0904473144529527, "learning_rate": 4.9996862949181595e-05, - "logits/chosen": -11.6875, - "logits/rejected": -9.3125, - "logps/chosen": -556.0, - "logps/rejected": -2928.0, - "loss": 0.1465, + "logits/chosen": -13.6875, + "logits/rejected": -10.5625, + "logps/chosen": -628.0, + "logps/rejected": -2960.0, + "loss": 0.1436, "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.2890625, - "rewards/margins": 6.09375, - "rewards/rejected": -7.375, + "rewards/chosen": -1.9921875, + "rewards/margins": 5.71875, + "rewards/rejected": -7.6875, "step": 300 }, { "epoch": 0.31413612565445026, - "eval_logits/chosen": -11.375, - "eval_logits/rejected": -10.9375, - "eval_logps/chosen": -424.0, - "eval_logps/rejected": -406.0, - "eval_loss": 0.7544375061988831, - "eval_rewards/accuracies": 0.48828125, - "eval_rewards/chosen": -1.0546875, - "eval_rewards/margins": 0.10791015625, - "eval_rewards/rejected": -1.1640625, - "eval_runtime": 46.6412, - "eval_samples_per_second": 42.881, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -14.0625, + "eval_logits/rejected": -13.875, + "eval_logps/chosen": -484.0, + "eval_logps/rejected": -468.0, + "eval_loss": 0.7669844031333923, + "eval_rewards/accuracies": 0.494140625, + "eval_rewards/chosen": -1.65625, + "eval_rewards/margins": 0.1376953125, + "eval_rewards/rejected": -1.796875, + "eval_runtime": 46.5962, + "eval_samples_per_second": 42.922, + "eval_steps_per_second": 0.687, "step": 300 }, { "epoch": 0.32460732984293195, - "grad_norm": 1.3095123966398965, + "grad_norm": 1.2885530701828156, "learning_rate": 4.9990180911526896e-05, - "logits/chosen": -11.5, - "logits/rejected": -9.5, - "logps/chosen": -580.0, - "logps/rejected": -2880.0, - "loss": 0.1313, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.3984375, - "rewards/margins": 5.875, - "rewards/rejected": -7.28125, + "logits/chosen": -13.75, + "logits/rejected": -10.5, + "logps/chosen": -648.0, + "logps/rejected": -2976.0, + "loss": 0.1444, + "rewards/accuracies": 0.96875, + "rewards/chosen": -2.09375, + "rewards/margins": 6.15625, + "rewards/rejected": -8.25, "step": 310 }, { "epoch": 0.33507853403141363, - "grad_norm": 2.142337171370044, + "grad_norm": 2.4396582315170985, "learning_rate": 4.997978781413745e-05, - "logits/chosen": -12.5, - "logits/rejected": -10.0625, - "logps/chosen": -664.0, - "logps/rejected": -2976.0, - "loss": 0.1775, - "rewards/accuracies": 0.9375, - "rewards/chosen": -2.171875, - "rewards/margins": 6.0625, - "rewards/rejected": -8.25, + "logits/chosen": -15.0, + "logits/rejected": -11.375, + "logps/chosen": -676.0, + "logps/rejected": -2928.0, + "loss": 0.1706, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -2.28125, + "rewards/margins": 5.5, + "rewards/rejected": -7.8125, "step": 320 }, { "epoch": 0.34554973821989526, - "grad_norm": 1.1180308740605138, + "grad_norm": 0.7610172277555747, "learning_rate": 4.996568520039565e-05, - "logits/chosen": -12.0, - "logits/rejected": -9.9375, - "logps/chosen": -664.0, - "logps/rejected": -2784.0, - "loss": 0.1794, + "logits/chosen": -14.6875, + "logits/rejected": -11.375, + "logps/chosen": -744.0, + "logps/rejected": -2992.0, + "loss": 0.2232, "rewards/accuracies": 0.9375, - "rewards/chosen": -1.625, - "rewards/margins": 4.65625, - "rewards/rejected": -6.28125, + "rewards/chosen": -2.421875, + "rewards/margins": 5.90625, + "rewards/rejected": -8.3125, "step": 330 }, { "epoch": 0.35602094240837695, - "grad_norm": 0.7734569833149393, + "grad_norm": 0.792309299570663, "learning_rate": 4.994787516454973e-05, - "logits/chosen": -13.1875, - "logits/rejected": -10.625, - "logps/chosen": -624.0, + "logits/chosen": -15.125, + "logits/rejected": -11.5, + "logps/chosen": -640.0, "logps/rejected": -2864.0, - "loss": 0.1475, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -1.453125, - "rewards/margins": 5.84375, - "rewards/rejected": -7.3125, - "step": 340 - }, - { + "loss": 0.221, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -1.640625, + "rewards/margins": 5.59375, + "rewards/rejected": -7.21875, + "step": 340 + }, + { "epoch": 0.36649214659685864, - "grad_norm": 1.5631652496307882, + "grad_norm": 1.3205949474721688, "learning_rate": 4.992636035140273e-05, - "logits/chosen": -14.1875, - "logits/rejected": -11.0, - "logps/chosen": -628.0, - "logps/rejected": -2672.0, - "loss": 0.2169, + "logits/chosen": -14.3125, + "logits/rejected": -10.875, + "logps/chosen": -668.0, + "logps/rejected": -2736.0, + "loss": 0.3313, "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -1.7421875, - "rewards/margins": 3.984375, - "rewards/rejected": -5.75, + "rewards/chosen": -2.125, + "rewards/margins": 4.21875, + "rewards/rejected": -6.34375, "step": 350 }, { "epoch": 0.3769633507853403, - "grad_norm": 1.9544156123509902, + "grad_norm": 1.986141769222696, "learning_rate": 4.99011439559198e-05, - "logits/chosen": -14.75, - "logits/rejected": -11.25, - "logps/chosen": -616.0, - "logps/rejected": -2944.0, - "loss": 0.1645, - "rewards/accuracies": 0.96875, - "rewards/chosen": -1.65625, - "rewards/margins": 5.15625, - "rewards/rejected": -6.8125, + "logits/chosen": -14.9375, + "logits/rejected": -11.125, + "logps/chosen": -988.0, + "logps/rejected": -3456.0, + "loss": 0.2206, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -5.375, + "rewards/margins": 6.53125, + "rewards/rejected": -11.9375, "step": 360 }, { "epoch": 0.387434554973822, - "grad_norm": 2.2095468928684725, + "grad_norm": 1.9453847983219434, "learning_rate": 4.987222972275369e-05, - "logits/chosen": -16.0, - "logits/rejected": -12.5625, - "logps/chosen": -612.0, - "logps/rejected": -2688.0, - "loss": 0.1457, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.640625, - "rewards/margins": 4.78125, - "rewards/rejected": -6.4375, + "logits/chosen": -15.75, + "logits/rejected": -12.125, + "logps/chosen": -600.0, + "logps/rejected": -2608.0, + "loss": 0.1414, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -1.546875, + "rewards/margins": 4.125, + "rewards/rejected": -5.6875, "step": 370 }, { "epoch": 0.39790575916230364, - "grad_norm": 1.57655360572696, + "grad_norm": 1.9103647902776453, "learning_rate": 4.983962194568872e-05, - "logits/chosen": -16.25, - "logits/rejected": -12.875, - "logps/chosen": -680.0, - "logps/rejected": -2800.0, - "loss": 0.1805, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -1.875, - "rewards/margins": 5.28125, - "rewards/rejected": -7.15625, + "logits/chosen": -15.9375, + "logits/rejected": -12.75, + "logps/chosen": -688.0, + "logps/rejected": -2784.0, + "loss": 0.182, + "rewards/accuracies": 0.918749988079071, + "rewards/chosen": -1.9375, + "rewards/margins": 5.09375, + "rewards/rejected": -7.03125, "step": 380 }, { "epoch": 0.4083769633507853, - "grad_norm": 2.729095166731873, + "grad_norm": 1.358690062186765, "learning_rate": 4.9803325467003084e-05, "logits/chosen": -15.6875, - "logits/rejected": -11.625, - "logps/chosen": -608.0, - "logps/rejected": -2752.0, - "loss": 0.1816, + "logits/rejected": -11.875, + "logps/chosen": -604.0, + "logps/rejected": -2736.0, + "loss": 0.1844, "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -1.59375, - "rewards/margins": 4.0625, - "rewards/rejected": -5.6875, + "rewards/chosen": -1.5390625, + "rewards/margins": 4.09375, + "rewards/rejected": -5.625, "step": 390 }, { "epoch": 0.418848167539267, - "grad_norm": 1.0787492937668104, + "grad_norm": 1.07951306496438, "learning_rate": 4.9763345676749816e-05, - "logits/chosen": -15.0, - "logits/rejected": -11.75, + "logits/chosen": -15.875, + "logits/rejected": -12.3125, "logps/chosen": -624.0, - "logps/rejected": -2752.0, - "loss": 0.1468, + "logps/rejected": -2736.0, + "loss": 0.1461, "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.3828125, - "rewards/margins": 4.71875, - "rewards/rejected": -6.125, + "rewards/chosen": -1.375, + "rewards/margins": 4.5625, + "rewards/rejected": -5.9375, "step": 400 }, { "epoch": 0.418848167539267, - "eval_logits/chosen": -15.25, - "eval_logits/rejected": -15.1875, - "eval_logps/chosen": -428.0, - "eval_logps/rejected": -402.0, - "eval_loss": 0.7513124942779541, - "eval_rewards/accuracies": 0.470703125, - "eval_rewards/chosen": -1.1015625, - "eval_rewards/margins": 0.0322265625, - "eval_rewards/rejected": -1.1328125, - "eval_runtime": 46.6407, - "eval_samples_per_second": 42.881, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -16.625, + "eval_logits/rejected": -16.5, + "eval_logps/chosen": -422.0, + "eval_logps/rejected": -394.0, + "eval_loss": 0.7442499995231628, + "eval_rewards/accuracies": 0.50390625, + "eval_rewards/chosen": -1.046875, + "eval_rewards/margins": 0.0201416015625, + "eval_rewards/rejected": -1.0625, + "eval_runtime": 46.5948, + "eval_samples_per_second": 42.923, + "eval_steps_per_second": 0.687, "step": 400 }, { "epoch": 0.4293193717277487, - "grad_norm": 0.990800383756, + "grad_norm": 0.9608468048456311, "learning_rate": 4.9719688511956374e-05, - "logits/chosen": -14.75, - "logits/rejected": -11.625, - "logps/chosen": -664.0, - "logps/rejected": -2864.0, - "loss": 0.2037, - "rewards/accuracies": 0.90625, - "rewards/chosen": -1.5625, - "rewards/margins": 5.03125, - "rewards/rejected": -6.59375, + "logits/chosen": -16.125, + "logits/rejected": -12.4375, + "logps/chosen": -648.0, + "logps/rejected": -2800.0, + "loss": 0.2054, + "rewards/accuracies": 0.8999999761581421, + "rewards/chosen": -1.40625, + "rewards/margins": 4.625, + "rewards/rejected": -6.03125, "step": 410 }, { "epoch": 0.4397905759162304, - "grad_norm": 0.9838504657021493, + "grad_norm": 0.8436840498493646, "learning_rate": 4.967236045574294e-05, - "logits/chosen": -14.875, - "logits/rejected": -11.625, - "logps/chosen": -580.0, - "logps/rejected": -2656.0, - "loss": 0.1242, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.5390625, - "rewards/margins": 3.796875, - "rewards/rejected": -5.34375, + "logits/chosen": -16.5, + "logits/rejected": -12.25, + "logps/chosen": -544.0, + "logps/rejected": -2624.0, + "loss": 0.133, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -1.2109375, + "rewards/margins": 3.84375, + "rewards/rejected": -5.0625, "step": 420 }, { "epoch": 0.450261780104712, - "grad_norm": 2.5137656623349414, + "grad_norm": 2.7346325044890354, "learning_rate": 4.96213685363597e-05, - "logits/chosen": -15.8125, - "logits/rejected": -12.3125, - "logps/chosen": -572.0, - "logps/rejected": -2848.0, - "loss": 0.1511, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -1.5234375, - "rewards/margins": 5.90625, - "rewards/rejected": -7.4375, + "logits/chosen": -16.875, + "logits/rejected": -12.625, + "logps/chosen": -584.0, + "logps/rejected": -2800.0, + "loss": 0.1624, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -1.6328125, + "rewards/margins": 5.375, + "rewards/rejected": -7.0, "step": 430 }, { "epoch": 0.4607329842931937, - "grad_norm": 0.9069061490412824, + "grad_norm": 1.0495441672783739, "learning_rate": 4.956672032614315e-05, - "logits/chosen": -14.5625, - "logits/rejected": -11.5625, - "logps/chosen": -588.0, - "logps/rejected": -2896.0, - "loss": 0.1128, + "logits/chosen": -16.75, + "logits/rejected": -12.4375, + "logps/chosen": -600.0, + "logps/rejected": -2864.0, + "loss": 0.1142, "rewards/accuracies": 0.96875, - "rewards/chosen": -1.4921875, - "rewards/margins": 5.5, - "rewards/rejected": -7.0, + "rewards/chosen": -1.625, + "rewards/margins": 5.09375, + "rewards/rejected": -6.6875, "step": 440 }, { "epoch": 0.4712041884816754, - "grad_norm": 1.3568919349746313, + "grad_norm": 1.1366874068089412, "learning_rate": 4.950842394039157e-05, - "logits/chosen": -14.75, - "logits/rejected": -11.375, + "logits/chosen": -16.375, + "logits/rejected": -12.5, "logps/chosen": -572.0, - "logps/rejected": -2688.0, - "loss": 0.1608, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.5078125, - "rewards/margins": 4.53125, - "rewards/rejected": -6.03125, + "logps/rejected": -2720.0, + "loss": 0.1455, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -1.546875, + "rewards/margins": 4.78125, + "rewards/rejected": -6.3125, "step": 450 }, { "epoch": 0.4816753926701571, - "grad_norm": 1.1441529193282705, + "grad_norm": 1.24591242794086, "learning_rate": 4.944648803615994e-05, - "logits/chosen": -15.0625, - "logits/rejected": -10.6875, - "logps/chosen": -556.0, - "logps/rejected": -2896.0, - "loss": 0.1252, + "logits/chosen": -15.8125, + "logits/rejected": -11.6875, + "logps/chosen": -568.0, + "logps/rejected": -2960.0, + "loss": 0.128, "rewards/accuracies": 0.96875, - "rewards/chosen": -1.3671875, - "rewards/margins": 4.4375, - "rewards/rejected": -5.8125, + "rewards/chosen": -1.4765625, + "rewards/margins": 4.96875, + "rewards/rejected": -6.4375, "step": 460 }, { "epoch": 0.49214659685863876, - "grad_norm": 0.8364076445731514, + "grad_norm": 0.3411094125308126, "learning_rate": 4.938092181097433e-05, - "logits/chosen": -14.6875, - "logits/rejected": -11.1875, - "logps/chosen": -640.0, - "logps/rejected": -2848.0, - "loss": 0.11, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.7734375, - "rewards/margins": 5.84375, - "rewards/rejected": -7.625, + "logits/chosen": -14.375, + "logits/rejected": -11.5, + "logps/chosen": -648.0, + "logps/rejected": -2880.0, + "loss": 0.1186, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -1.875, + "rewards/margins": 6.0625, + "rewards/rejected": -7.9375, "step": 470 }, { "epoch": 0.5026178010471204, - "grad_norm": 0.7167581392274818, + "grad_norm": 1.4164327506595464, "learning_rate": 4.931173500146607e-05, - "logits/chosen": -13.6875, - "logits/rejected": -10.625, - "logps/chosen": -676.0, - "logps/rejected": -3232.0, - "loss": 0.1407, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -2.15625, - "rewards/margins": 7.90625, - "rewards/rejected": -10.0625, + "logits/chosen": -13.5, + "logits/rejected": -10.6875, + "logps/chosen": -720.0, + "logps/rejected": -3328.0, + "loss": 0.1323, + "rewards/accuracies": 0.96875, + "rewards/chosen": -2.59375, + "rewards/margins": 8.4375, + "rewards/rejected": -11.0, "step": 480 }, { "epoch": 0.5130890052356021, - "grad_norm": 1.02493568676847, + "grad_norm": 1.0940496543628702, "learning_rate": 4.923893788192582e-05, - "logits/chosen": -13.0625, - "logits/rejected": -10.3125, - "logps/chosen": -676.0, + "logits/chosen": -13.625, + "logits/rejected": -10.5, + "logps/chosen": -680.0, "logps/rejected": -2992.0, - "loss": 0.1668, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -2.03125, - "rewards/margins": 5.0, - "rewards/rejected": -7.03125, + "loss": 0.1636, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -2.078125, + "rewards/margins": 4.90625, + "rewards/rejected": -6.96875, "step": 490 }, { "epoch": 0.5235602094240838, - "grad_norm": 1.2468386390469541, + "grad_norm": 1.349187034794465, "learning_rate": 4.9162541262777906e-05, - "logits/chosen": -13.1875, - "logits/rejected": -11.0625, - "logps/chosen": -616.0, - "logps/rejected": -2752.0, - "loss": 0.1267, + "logits/chosen": -15.125, + "logits/rejected": -12.0625, + "logps/chosen": -632.0, + "logps/rejected": -2800.0, + "loss": 0.1352, "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": -1.84375, - "rewards/margins": 4.75, - "rewards/rejected": -6.59375, + "rewards/chosen": -2.015625, + "rewards/margins": 5.09375, + "rewards/rejected": -7.09375, "step": 500 }, { "epoch": 0.5235602094240838, - "eval_logits/chosen": -13.375, - "eval_logits/rejected": -13.125, - "eval_logps/chosen": -460.0, - "eval_logps/rejected": -436.0, - "eval_loss": 0.7807812690734863, - "eval_rewards/accuracies": 0.517578125, - "eval_rewards/chosen": -1.421875, - "eval_rewards/margins": 0.057373046875, - "eval_rewards/rejected": -1.484375, - "eval_runtime": 46.6389, - "eval_samples_per_second": 42.883, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -15.6875, + "eval_logits/rejected": -15.5625, + "eval_logps/chosen": -482.0, + "eval_logps/rejected": -460.0, + "eval_loss": 0.8131250143051147, + "eval_rewards/accuracies": 0.501953125, + "eval_rewards/chosen": -1.640625, + "eval_rewards/margins": 0.06298828125, + "eval_rewards/rejected": -1.703125, + "eval_runtime": 46.5907, + "eval_samples_per_second": 42.927, + "eval_steps_per_second": 0.687, "step": 500 }, { "epoch": 0.5340314136125655, - "grad_norm": 0.6155954698882383, + "grad_norm": 0.6385420996025591, "learning_rate": 4.90825564889749e-05, - "logits/chosen": -13.5, - "logits/rejected": -11.0625, - "logps/chosen": -624.0, - "logps/rejected": -2864.0, - "loss": 0.1299, + "logits/chosen": -15.5, + "logits/rejected": -12.1875, + "logps/chosen": -640.0, + "logps/rejected": -2896.0, + "loss": 0.1357, "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.8125, - "rewards/margins": 5.5, - "rewards/rejected": -7.3125, + "rewards/chosen": -1.953125, + "rewards/margins": 5.6875, + "rewards/rejected": -7.625, "step": 510 }, { "epoch": 0.5445026178010471, - "grad_norm": 1.8958326659247546, + "grad_norm": 1.857683250892685, "learning_rate": 4.899899543831288e-05, - "logits/chosen": -14.9375, - "logits/rejected": -12.0, - "logps/chosen": -688.0, - "logps/rejected": -2960.0, - "loss": 0.2037, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -2.140625, - "rewards/margins": 5.34375, - "rewards/rejected": -7.5, + "logits/chosen": -17.25, + "logits/rejected": -12.875, + "logps/chosen": -656.0, + "logps/rejected": -2912.0, + "loss": 0.2118, + "rewards/accuracies": 0.918749988079071, + "rewards/chosen": -1.8359375, + "rewards/margins": 5.15625, + "rewards/rejected": -7.0, "step": 520 }, { "epoch": 0.5549738219895288, - "grad_norm": 1.3822359805479507, + "grad_norm": 1.4407418413237034, "learning_rate": 4.891187051966765e-05, - "logits/chosen": -15.375, - "logits/rejected": -11.8125, - "logps/chosen": -572.0, - "logps/rejected": -2720.0, - "loss": 0.1362, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.625, - "rewards/margins": 4.40625, - "rewards/rejected": -6.03125, + "logits/chosen": -17.0, + "logits/rejected": -12.625, + "logps/chosen": -552.0, + "logps/rejected": -2688.0, + "loss": 0.134, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -1.40625, + "rewards/margins": 4.375, + "rewards/rejected": -5.78125, "step": 530 }, { "epoch": 0.5654450261780105, - "grad_norm": 0.8236894372265684, + "grad_norm": 0.8612126282798214, "learning_rate": 4.882119467115191e-05, - "logits/chosen": -15.25, - "logits/rejected": -12.0, + "logits/chosen": -17.5, + "logits/rejected": -13.0625, "logps/chosen": -688.0, - "logps/rejected": -2784.0, - "loss": 0.1558, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.9921875, - "rewards/margins": 4.65625, - "rewards/rejected": -6.65625, + "logps/rejected": -2800.0, + "loss": 0.1621, + "rewards/accuracies": 0.925000011920929, + "rewards/chosen": -1.953125, + "rewards/margins": 4.75, + "rewards/rejected": -6.6875, "step": 540 }, { "epoch": 0.5759162303664922, - "grad_norm": 1.8254673958497956, + "grad_norm": 2.2595048337087986, "learning_rate": 4.872698135819402e-05, - "logits/chosen": -14.9375, - "logits/rejected": -11.0625, - "logps/chosen": -580.0, + "logits/chosen": -17.5, + "logits/rejected": -12.625, + "logps/chosen": -588.0, "logps/rejected": -2880.0, - "loss": 0.1554, + "loss": 0.1552, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -1.734375, - "rewards/margins": 6.09375, - "rewards/rejected": -7.8125, + "rewards/chosen": -1.8046875, + "rewards/margins": 6.03125, + "rewards/rejected": -7.84375, "step": 550 }, { "epoch": 0.5863874345549738, - "grad_norm": 0.7193719838484375, + "grad_norm": 0.6324310663953722, "learning_rate": 4.862924457153831e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.1875, - "logps/chosen": -608.0, - "logps/rejected": -2960.0, - "loss": 0.1212, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.8359375, - "rewards/margins": 5.59375, - "rewards/rejected": -7.4375, + "logits/chosen": -15.75, + "logits/rejected": -11.625, + "logps/chosen": -612.0, + "logps/rejected": -2992.0, + "loss": 0.13, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -1.875, + "rewards/margins": 5.90625, + "rewards/rejected": -7.78125, "step": 560 }, { "epoch": 0.5968586387434555, - "grad_norm": 1.018114281649203, + "grad_norm": 1.0688692346196789, "learning_rate": 4.8527998825167484e-05, - "logits/chosen": -13.4375, - "logits/rejected": -9.8125, - "logps/chosen": -672.0, + "logits/chosen": -15.625, + "logits/rejected": -11.3125, + "logps/chosen": -668.0, "logps/rejected": -3008.0, - "loss": 0.1167, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -2.109375, - "rewards/margins": 5.75, - "rewards/rejected": -7.875, + "loss": 0.1216, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -2.0625, + "rewards/margins": 5.78125, + "rewards/rejected": -7.84375, "step": 570 }, { "epoch": 0.6073298429319371, - "grad_norm": 1.5917670740171264, + "grad_norm": 1.432625766018211, "learning_rate": 4.842325915414728e-05, - "logits/chosen": -12.0625, - "logits/rejected": -9.625, - "logps/chosen": -652.0, - "logps/rejected": -2928.0, - "loss": 0.1567, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.8125, - "rewards/margins": 5.46875, - "rewards/rejected": -7.28125, + "logits/chosen": -15.375, + "logits/rejected": -11.375, + "logps/chosen": -676.0, + "logps/rejected": -2944.0, + "loss": 0.1526, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.046875, + "rewards/margins": 5.34375, + "rewards/rejected": -7.375, "step": 580 }, { "epoch": 0.6178010471204188, - "grad_norm": 0.994837983138027, + "grad_norm": 1.0918627791745568, "learning_rate": 4.831504111239373e-05, - "logits/chosen": -13.5625, - "logits/rejected": -10.0625, + "logits/chosen": -16.5, + "logits/rejected": -11.6875, "logps/chosen": -632.0, - "logps/rejected": -2976.0, - "loss": 0.1247, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.9375, - "rewards/margins": 5.28125, - "rewards/rejected": -7.21875, + "logps/rejected": -3008.0, + "loss": 0.1389, + "rewards/accuracies": 0.96875, + "rewards/chosen": -1.9453125, + "rewards/margins": 5.59375, + "rewards/rejected": -7.5625, "step": 590 }, { "epoch": 0.6282722513089005, - "grad_norm": 1.979701944672432, + "grad_norm": 1.9821585073925911, "learning_rate": 4.8203360770363425e-05, - "logits/chosen": -14.875, - "logits/rejected": -11.625, - "logps/chosen": -704.0, - "logps/rejected": -2880.0, - "loss": 0.1435, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": -2.390625, - "rewards/margins": 6.53125, - "rewards/rejected": -8.9375, + "logits/chosen": -16.75, + "logits/rejected": -12.875, + "logps/chosen": -692.0, + "logps/rejected": -2960.0, + "loss": 0.1507, + "rewards/accuracies": 0.918749988079071, + "rewards/chosen": -2.265625, + "rewards/margins": 7.46875, + "rewards/rejected": -9.75, "step": 600 }, { "epoch": 0.6282722513089005, - "eval_logits/chosen": -15.6875, - "eval_logits/rejected": -15.625, - "eval_logps/chosen": -490.0, - "eval_logps/rejected": -462.0, - "eval_loss": 0.8511093854904175, - "eval_rewards/accuracies": 0.5, - "eval_rewards/chosen": -1.7109375, - "eval_rewards/margins": 0.03076171875, - "eval_rewards/rejected": -1.7421875, - "eval_runtime": 46.6343, - "eval_samples_per_second": 42.887, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -17.375, + "eval_logits/rejected": -17.25, + "eval_logps/chosen": -482.0, + "eval_logps/rejected": -452.0, + "eval_loss": 0.8541562557220459, + "eval_rewards/accuracies": 0.4765625, + "eval_rewards/chosen": -1.625, + "eval_rewards/margins": 0.00958251953125, + "eval_rewards/rejected": -1.6328125, + "eval_runtime": 46.5924, + "eval_samples_per_second": 42.925, + "eval_steps_per_second": 0.687, "step": 600 }, { "epoch": 0.6387434554973822, - "grad_norm": 2.1824077332605794, + "grad_norm": 2.3074769493789082, "learning_rate": 4.808823471266702e-05, - "logits/chosen": -14.4375, - "logits/rejected": -11.3125, + "logits/chosen": -16.375, + "logits/rejected": -12.25, "logps/chosen": -724.0, - "logps/rejected": -2864.0, - "loss": 0.1763, + "logps/rejected": -2816.0, + "loss": 0.1671, "rewards/accuracies": 0.90625, - "rewards/chosen": -2.09375, - "rewards/margins": 5.8125, - "rewards/rejected": -7.90625, + "rewards/chosen": -2.109375, + "rewards/margins": 5.21875, + "rewards/rejected": -7.3125, "step": 610 }, { "epoch": 0.6492146596858639, - "grad_norm": 1.2315438748306793, + "grad_norm": 1.4088583582948173, "learning_rate": 4.796968003560639e-05, - "logits/chosen": -13.5, - "logits/rejected": -9.8125, - "logps/chosen": -596.0, - "logps/rejected": -2832.0, - "loss": 0.1297, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.5859375, - "rewards/margins": 4.28125, - "rewards/rejected": -5.84375, + "logits/chosen": -14.875, + "logits/rejected": -11.0625, + "logps/chosen": -612.0, + "logps/rejected": -2848.0, + "loss": 0.1228, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -1.7421875, + "rewards/margins": 4.40625, + "rewards/rejected": -6.125, "step": 620 }, { "epoch": 0.6596858638743456, - "grad_norm": 0.5749144136274057, + "grad_norm": 0.7335777682041571, "learning_rate": 4.7847714344635864e-05, - "logits/chosen": -13.4375, - "logits/rejected": -9.6875, - "logps/chosen": -592.0, + "logits/chosen": -15.0, + "logits/rejected": -11.5, + "logps/chosen": -596.0, "logps/rejected": -2960.0, - "loss": 0.148, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -1.5703125, - "rewards/margins": 6.09375, - "rewards/rejected": -7.65625, + "loss": 0.1567, + "rewards/accuracies": 0.9375, + "rewards/chosen": -1.625, + "rewards/margins": 6.0625, + "rewards/rejected": -7.6875, "step": 630 }, { "epoch": 0.6701570680628273, - "grad_norm": 0.8964568015584935, + "grad_norm": 1.0134096297152118, "learning_rate": 4.772235575174776e-05, - "logits/chosen": -13.5, - "logits/rejected": -9.6875, - "logps/chosen": -604.0, - "logps/rejected": -2864.0, - "loss": 0.1514, + "logits/chosen": -14.75, + "logits/rejected": -11.0, + "logps/chosen": -612.0, + "logps/rejected": -2800.0, + "loss": 0.1593, "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.515625, - "rewards/margins": 5.0, - "rewards/rejected": -6.5, + "rewards/chosen": -1.5625, + "rewards/margins": 4.28125, + "rewards/rejected": -5.8125, "step": 640 }, { "epoch": 0.680628272251309, - "grad_norm": 0.7339962590693953, + "grad_norm": 0.7220166980784821, "learning_rate": 4.7593622872782754e-05, - "logits/chosen": -15.0, - "logits/rejected": -11.0625, - "logps/chosen": -536.0, - "logps/rejected": -2832.0, - "loss": 0.1485, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -1.328125, - "rewards/margins": 5.34375, - "rewards/rejected": -6.65625, + "logits/chosen": -15.6875, + "logits/rejected": -11.875, + "logps/chosen": -564.0, + "logps/rejected": -2928.0, + "loss": 0.1423, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -1.625, + "rewards/margins": 5.96875, + "rewards/rejected": -7.59375, "step": 650 }, { "epoch": 0.6910994764397905, - "grad_norm": 0.7478148538177102, + "grad_norm": 0.8796306749870705, "learning_rate": 4.746153482466542e-05, - "logits/chosen": -15.8125, - "logits/rejected": -11.8125, - "logps/chosen": -564.0, - "logps/rejected": -2896.0, - "loss": 0.1465, - "rewards/accuracies": 0.96875, - "rewards/chosen": -1.40625, - "rewards/margins": 5.46875, - "rewards/rejected": -6.875, + "logits/chosen": -16.0, + "logits/rejected": -11.875, + "logps/chosen": -596.0, + "logps/rejected": -2944.0, + "loss": 0.1389, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -1.734375, + "rewards/margins": 5.625, + "rewards/rejected": -7.34375, "step": 660 }, { "epoch": 0.7015706806282722, - "grad_norm": 1.0545978843778105, + "grad_norm": 0.9102106852275065, "learning_rate": 4.732611122256537e-05, - "logits/chosen": -15.1875, - "logits/rejected": -12.3125, - "logps/chosen": -632.0, - "logps/rejected": -2704.0, - "loss": 0.1335, - "rewards/accuracies": 0.9375, - "rewards/chosen": -1.9375, - "rewards/margins": 4.65625, - "rewards/rejected": -6.625, + "logits/chosen": -15.125, + "logits/rejected": -12.5, + "logps/chosen": -648.0, + "logps/rejected": -2736.0, + "loss": 0.1181, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -2.125, + "rewards/margins": 4.84375, + "rewards/rejected": -6.96875, "step": 670 }, { "epoch": 0.7120418848167539, - "grad_norm": 2.17361778361498, + "grad_norm": 2.0847029246456703, "learning_rate": 4.718737217698435e-05, - "logits/chosen": -14.875, - "logits/rejected": -11.875, + "logits/chosen": -15.3125, + "logits/rejected": -12.1875, "logps/chosen": -696.0, - "logps/rejected": -2816.0, - "loss": 0.132, + "logps/rejected": -2896.0, + "loss": 0.1343, "rewards/accuracies": 0.9375, - "rewards/chosen": -2.15625, - "rewards/margins": 5.40625, - "rewards/rejected": -7.5625, + "rewards/chosen": -2.1875, + "rewards/margins": 6.0625, + "rewards/rejected": -8.25, "step": 680 }, { "epoch": 0.7225130890052356, - "grad_norm": 0.8547784490240291, + "grad_norm": 0.8785617975257317, "learning_rate": 4.704533829076982e-05, - "logits/chosen": -14.1875, - "logits/rejected": -11.5, - "logps/chosen": -664.0, - "logps/rejected": -2896.0, - "loss": 0.1658, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -2.0625, - "rewards/margins": 6.125, - "rewards/rejected": -8.1875, + "logits/chosen": -14.5, + "logits/rejected": -11.3125, + "logps/chosen": -684.0, + "logps/rejected": -2976.0, + "loss": 0.158, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -2.265625, + "rewards/margins": 6.6875, + "rewards/rejected": -8.9375, "step": 690 }, { "epoch": 0.7329842931937173, - "grad_norm": 0.9289807794147451, + "grad_norm": 0.9961864806215508, "learning_rate": 4.6900030656055455e-05, - "logits/chosen": -13.3125, - "logits/rejected": -10.3125, - "logps/chosen": -684.0, - "logps/rejected": -2864.0, - "loss": 0.1255, + "logits/chosen": -13.6875, + "logits/rejected": -9.5625, + "logps/chosen": -716.0, + "logps/rejected": -2928.0, + "loss": 0.1278, "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.8828125, - "rewards/margins": 4.84375, - "rewards/rejected": -6.71875, + "rewards/chosen": -2.234375, + "rewards/margins": 5.25, + "rewards/rejected": -7.5, "step": 700 }, { "epoch": 0.7329842931937173, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.125, - "eval_logps/chosen": -502.0, - "eval_logps/rejected": -492.0, - "eval_loss": 0.8534374833106995, - "eval_rewards/accuracies": 0.513671875, - "eval_rewards/chosen": -1.84375, - "eval_rewards/margins": 0.1796875, - "eval_rewards/rejected": -2.03125, - "eval_runtime": 46.8422, - "eval_samples_per_second": 42.697, - "eval_steps_per_second": 0.683, + "eval_logits/chosen": -15.0, + "eval_logits/rejected": -14.8125, + "eval_logps/chosen": -496.0, + "eval_logps/rejected": -484.0, + "eval_loss": 0.8274375200271606, + "eval_rewards/accuracies": 0.498046875, + "eval_rewards/chosen": -1.7890625, + "eval_rewards/margins": 0.1591796875, + "eval_rewards/rejected": -1.9453125, + "eval_runtime": 46.5891, + "eval_samples_per_second": 42.928, + "eval_steps_per_second": 0.687, "step": 700 }, { "epoch": 0.743455497382199, - "grad_norm": 1.2303340065121269, + "grad_norm": 0.9934178347091964, "learning_rate": 4.6751470851128906e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.0625, - "logps/chosen": -656.0, - "logps/rejected": -3184.0, - "loss": 0.1001, - "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -2.15625, + "logits/chosen": -14.5625, + "logits/rejected": -11.25, + "logps/chosen": -648.0, + "logps/rejected": -3168.0, + "loss": 0.102, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -2.078125, "rewards/margins": 7.6875, - "rewards/rejected": -9.875, + "rewards/rejected": -9.75, "step": 710 }, { "epoch": 0.7539267015706806, - "grad_norm": 0.9622826276528129, + "grad_norm": 0.9267330821459564, "learning_rate": 4.6599680937227454e-05, - "logits/chosen": -13.0625, - "logits/rejected": -10.375, - "logps/chosen": -636.0, - "logps/rejected": -2848.0, - "loss": 0.158, - "rewards/accuracies": 0.96875, - "rewards/chosen": -2.1875, - "rewards/margins": 5.90625, - "rewards/rejected": -8.125, + "logits/chosen": -14.25, + "logits/rejected": -11.25, + "logps/chosen": -632.0, + "logps/rejected": -2864.0, + "loss": 0.1623, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.15625, + "rewards/margins": 6.0625, + "rewards/rejected": -8.25, "step": 720 }, { "epoch": 0.7643979057591623, - "grad_norm": 1.37822733965358, + "grad_norm": 1.6392110167330947, "learning_rate": 4.644468345526183e-05, - "logits/chosen": -12.5, - "logits/rejected": -9.9375, + "logits/chosen": -14.8125, + "logits/rejected": -11.5, "logps/chosen": -664.0, - "logps/rejected": -2864.0, - "loss": 0.1627, - "rewards/accuracies": 0.9375, - "rewards/chosen": -2.15625, - "rewards/margins": 5.5, - "rewards/rejected": -7.6875, + "logps/rejected": -2832.0, + "loss": 0.1678, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.140625, + "rewards/margins": 5.28125, + "rewards/rejected": -7.40625, "step": 730 }, { "epoch": 0.774869109947644, - "grad_norm": 1.0983096387223583, + "grad_norm": 1.2649248368680912, "learning_rate": 4.628650142246894e-05, - "logits/chosen": -12.3125, - "logits/rejected": -10.375, - "logps/chosen": -612.0, - "logps/rejected": -2832.0, - "loss": 0.148, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.859375, - "rewards/margins": 5.0625, - "rewards/rejected": -6.9375, + "logits/chosen": -16.0, + "logits/rejected": -11.9375, + "logps/chosen": -652.0, + "logps/rejected": -2896.0, + "loss": 0.1488, + "rewards/accuracies": 0.9437500238418579, + "rewards/chosen": -2.28125, + "rewards/margins": 5.3125, + "rewards/rejected": -7.59375, "step": 740 }, { "epoch": 0.7853403141361257, - "grad_norm": 1.9668590726339368, + "grad_norm": 2.4215321417410967, "learning_rate": 4.6125158328993765e-05, - "logits/chosen": -12.4375, - "logits/rejected": -10.5625, - "logps/chosen": -768.0, - "logps/rejected": -2832.0, - "loss": 0.1633, - "rewards/accuracies": 0.925000011920929, - "rewards/chosen": -2.515625, - "rewards/margins": 4.65625, - "rewards/rejected": -7.1875, + "logits/chosen": -16.5, + "logits/rejected": -12.8125, + "logps/chosen": -812.0, + "logps/rejected": -2896.0, + "loss": 0.1686, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.953125, + "rewards/margins": 4.9375, + "rewards/rejected": -7.90625, "step": 750 }, { "epoch": 0.7958115183246073, - "grad_norm": 1.1683830322642343, + "grad_norm": 1.4193665310445067, "learning_rate": 4.5960678134401064e-05, - "logits/chosen": -12.0625, - "logits/rejected": -10.0, - "logps/chosen": -680.0, - "logps/rejected": -3136.0, - "loss": 0.1278, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -2.25, - "rewards/margins": 6.75, - "rewards/rejected": -9.0, + "logits/chosen": -16.125, + "logits/rejected": -11.8125, + "logps/chosen": -724.0, + "logps/rejected": -3216.0, + "loss": 0.1351, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -2.6875, + "rewards/margins": 7.03125, + "rewards/rejected": -9.6875, "step": 760 }, { "epoch": 0.806282722513089, - "grad_norm": 1.032006314354136, + "grad_norm": 1.0701159213366997, "learning_rate": 4.579308526411734e-05, - "logits/chosen": -11.375, - "logits/rejected": -9.625, - "logps/chosen": -588.0, + "logits/chosen": -15.4375, + "logits/rejected": -11.625, + "logps/chosen": -600.0, "logps/rejected": -2832.0, - "loss": 0.1559, + "loss": 0.1557, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -1.84375, - "rewards/margins": 5.28125, - "rewards/rejected": -7.125, + "rewards/chosen": -1.984375, + "rewards/margins": 5.1875, + "rewards/rejected": -7.15625, "step": 770 }, { "epoch": 0.8167539267015707, - "grad_norm": 1.3437384964915426, + "grad_norm": 1.1920847261597434, "learning_rate": 4.562240460580367e-05, - "logits/chosen": -11.4375, - "logits/rejected": -9.75, - "logps/chosen": -692.0, - "logps/rejected": -2720.0, - "loss": 0.1536, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -2.09375, - "rewards/margins": 4.34375, - "rewards/rejected": -6.4375, + "logits/chosen": -14.9375, + "logits/rejected": -11.6875, + "logps/chosen": -700.0, + "logps/rejected": -2752.0, + "loss": 0.1522, + "rewards/accuracies": 0.9125000238418579, + "rewards/chosen": -2.1875, + "rewards/margins": 4.53125, + "rewards/rejected": -6.71875, "step": 780 }, { "epoch": 0.8272251308900523, - "grad_norm": 0.8735836619606299, + "grad_norm": 1.0074120196248715, "learning_rate": 4.544866150565985e-05, - "logits/chosen": -12.125, - "logits/rejected": -9.5625, - "logps/chosen": -596.0, - "logps/rejected": -2944.0, - "loss": 0.1346, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -1.765625, - "rewards/margins": 5.0625, - "rewards/rejected": -6.84375, + "logits/chosen": -15.1875, + "logits/rejected": -11.4375, + "logps/chosen": -612.0, + "logps/rejected": -2928.0, + "loss": 0.1383, + "rewards/accuracies": 0.96875, + "rewards/chosen": -1.890625, + "rewards/margins": 4.84375, + "rewards/rejected": -6.75, "step": 790 }, { "epoch": 0.837696335078534, - "grad_norm": 0.6435600678567915, + "grad_norm": 0.6399144182072822, "learning_rate": 4.527188176466051e-05, - "logits/chosen": -11.8125, - "logits/rejected": -10.3125, - "logps/chosen": -584.0, + "logits/chosen": -15.25, + "logits/rejected": -11.9375, + "logps/chosen": -616.0, "logps/rejected": -2864.0, - "loss": 0.1142, - "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.7578125, - "rewards/margins": 5.4375, + "loss": 0.1303, + "rewards/accuracies": 0.9375, + "rewards/chosen": -2.078125, + "rewards/margins": 5.125, "rewards/rejected": -7.1875, "step": 800 }, { "epoch": 0.837696335078534, - "eval_logits/chosen": -12.375, - "eval_logits/rejected": -11.875, - "eval_logps/chosen": -478.0, - "eval_logps/rejected": -452.0, - "eval_loss": 0.8559062480926514, - "eval_rewards/accuracies": 0.4921875, - "eval_rewards/chosen": -1.59375, - "eval_rewards/margins": 0.047119140625, - "eval_rewards/rejected": -1.640625, - "eval_runtime": 46.6154, - "eval_samples_per_second": 42.904, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -16.5, + "eval_logits/rejected": -16.5, + "eval_logps/chosen": -496.0, + "eval_logps/rejected": -468.0, + "eval_loss": 0.8349062204360962, + "eval_rewards/accuracies": 0.51953125, + "eval_rewards/chosen": -1.7734375, + "eval_rewards/margins": 0.0272216796875, + "eval_rewards/rejected": -1.796875, + "eval_runtime": 46.5875, + "eval_samples_per_second": 42.93, + "eval_steps_per_second": 0.687, "step": 800 }, { "epoch": 0.8481675392670157, - "grad_norm": 1.3268621315118674, + "grad_norm": 1.2660776484959255, "learning_rate": 4.509209163472357e-05, - "logits/chosen": -12.625, - "logits/rejected": -10.5625, - "logps/chosen": -676.0, - "logps/rejected": -2896.0, - "loss": 0.1462, + "logits/chosen": -15.8125, + "logits/rejected": -12.4375, + "logps/chosen": -684.0, + "logps/rejected": -2912.0, + "loss": 0.1561, "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.96875, - "rewards/margins": 5.625, - "rewards/rejected": -7.59375, + "rewards/chosen": -2.0625, + "rewards/margins": 5.65625, + "rewards/rejected": -7.6875, "step": 810 }, { "epoch": 0.8586387434554974, - "grad_norm": 1.1138973929256597, + "grad_norm": 1.1476274348546545, "learning_rate": 4.4909317814811896e-05, - "logits/chosen": -13.375, - "logits/rejected": -10.875, - "logps/chosen": -608.0, - "logps/rejected": -3008.0, - "loss": 0.131, + "logits/chosen": -16.75, + "logits/rejected": -12.4375, + "logps/chosen": -620.0, + "logps/rejected": -2960.0, + "loss": 0.1338, "rewards/accuracies": 0.9750000238418579, - "rewards/chosen": -1.8359375, - "rewards/margins": 6.21875, - "rewards/rejected": -8.0625, + "rewards/chosen": -1.9296875, + "rewards/margins": 5.59375, + "rewards/rejected": -7.53125, "step": 820 }, { "epoch": 0.8691099476439791, - "grad_norm": 1.0913026710199536, + "grad_norm": 1.2421645274270807, "learning_rate": 4.472358744696845e-05, - "logits/chosen": -12.875, - "logits/rejected": -10.8125, - "logps/chosen": -640.0, - "logps/rejected": -2784.0, - "loss": 0.1549, - "rewards/accuracies": 0.918749988079071, - "rewards/chosen": -2.03125, - "rewards/margins": 4.78125, - "rewards/rejected": -6.8125, + "logits/chosen": -16.125, + "logits/rejected": -12.125, + "logps/chosen": -644.0, + "logps/rejected": -2800.0, + "loss": 0.1555, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -2.0625, + "rewards/margins": 4.90625, + "rewards/rejected": -6.96875, "step": 830 }, { "epoch": 0.8795811518324608, - "grad_norm": 1.0701708659411528, + "grad_norm": 1.1219748886086405, "learning_rate": 4.4534928112285645e-05, - "logits/chosen": -13.375, - "logits/rejected": -10.75, + "logits/chosen": -15.5, + "logits/rejected": -11.5625, "logps/chosen": -640.0, "logps/rejected": -2752.0, - "loss": 0.1353, + "loss": 0.1266, "rewards/accuracies": 0.949999988079071, - "rewards/chosen": -1.890625, - "rewards/margins": 4.71875, - "rewards/rejected": -6.59375, + "rewards/chosen": -1.8828125, + "rewards/margins": 4.78125, + "rewards/rejected": -6.65625, "step": 840 }, { "epoch": 0.8900523560209425, - "grad_norm": 1.0935244825784507, + "grad_norm": 0.9453841107915908, "learning_rate": 4.43433678268096e-05, - "logits/chosen": -13.375, - "logits/rejected": -10.8125, + "logits/chosen": -15.375, + "logits/rejected": -11.3125, "logps/chosen": -656.0, - "logps/rejected": -2880.0, - "loss": 0.1409, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -2.078125, - "rewards/margins": 5.375, - "rewards/rejected": -7.4375, + "logps/rejected": -2848.0, + "loss": 0.137, + "rewards/accuracies": 0.9375, + "rewards/chosen": -2.046875, + "rewards/margins": 5.09375, + "rewards/rejected": -7.15625, "step": 850 }, { "epoch": 0.900523560209424, - "grad_norm": 0.8458258396301148, + "grad_norm": 0.8038844001228589, "learning_rate": 4.414893503737968e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.125, + "logits/chosen": -15.625, + "logits/rejected": -11.4375, "logps/chosen": -612.0, "logps/rejected": -2912.0, - "loss": 0.1224, - "rewards/accuracies": 0.9624999761581421, - "rewards/chosen": -2.03125, - "rewards/margins": 5.4375, - "rewards/rejected": -7.4375, + "loss": 0.1239, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.046875, + "rewards/margins": 5.53125, + "rewards/rejected": -7.5625, "step": 860 }, { "epoch": 0.9109947643979057, - "grad_norm": 1.223796863993444, + "grad_norm": 1.3229394548968458, "learning_rate": 4.395165861740414e-05, - "logits/chosen": -12.8125, - "logits/rejected": -10.625, - "logps/chosen": -632.0, - "logps/rejected": -3040.0, - "loss": 0.1037, - "rewards/accuracies": 0.9375, - "rewards/chosen": -2.09375, - "rewards/margins": 6.8125, - "rewards/rejected": -8.875, + "logits/chosen": -15.5625, + "logits/rejected": -11.75, + "logps/chosen": -648.0, + "logps/rejected": -3024.0, + "loss": 0.1032, + "rewards/accuracies": 0.918749988079071, + "rewards/chosen": -2.265625, + "rewards/margins": 6.40625, + "rewards/rejected": -8.6875, "step": 870 }, { "epoch": 0.9214659685863874, - "grad_norm": 1.6368484057945356, + "grad_norm": 1.281692643724604, "learning_rate": 4.375156786257241e-05, - "logits/chosen": -12.625, - "logits/rejected": -10.5, - "logps/chosen": -700.0, + "logits/chosen": -15.375, + "logits/rejected": -11.625, + "logps/chosen": -724.0, "logps/rejected": -3184.0, - "loss": 0.12, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -2.203125, - "rewards/margins": 7.28125, + "loss": 0.1221, + "rewards/accuracies": 0.9624999761581421, + "rewards/chosen": -2.46875, + "rewards/margins": 7.03125, "rewards/rejected": -9.5, "step": 880 }, { "epoch": 0.9319371727748691, - "grad_norm": 1.7310358088279334, + "grad_norm": 1.30817913750753, "learning_rate": 4.354869248650466e-05, - "logits/chosen": -13.5625, - "logits/rejected": -10.875, - "logps/chosen": -728.0, - "logps/rejected": -2944.0, - "loss": 0.1523, - "rewards/accuracies": 0.9125000238418579, - "rewards/chosen": -2.5, - "rewards/margins": 5.8125, - "rewards/rejected": -8.3125, + "logits/chosen": -16.125, + "logits/rejected": -12.3125, + "logps/chosen": -760.0, + "logps/rejected": -2960.0, + "loss": 0.1329, + "rewards/accuracies": 0.9312499761581421, + "rewards/chosen": -2.796875, + "rewards/margins": 5.6875, + "rewards/rejected": -8.5, "step": 890 }, { "epoch": 0.9424083769633508, - "grad_norm": 0.7170892614715749, + "grad_norm": 0.6477821488867574, "learning_rate": 4.334306261633931e-05, - "logits/chosen": -14.5, - "logits/rejected": -10.9375, - "logps/chosen": -644.0, - "logps/rejected": -2896.0, - "loss": 0.1596, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -2.234375, - "rewards/margins": 4.96875, - "rewards/rejected": -7.21875, + "logits/chosen": -16.125, + "logits/rejected": -12.0625, + "logps/chosen": -692.0, + "logps/rejected": -2960.0, + "loss": 0.1614, + "rewards/accuracies": 0.925000011920929, + "rewards/chosen": -2.71875, + "rewards/margins": 5.03125, + "rewards/rejected": -7.75, "step": 900 }, { "epoch": 0.9424083769633508, - "eval_logits/chosen": -15.0625, - "eval_logits/rejected": -14.875, - "eval_logps/chosen": -524.0, - "eval_logps/rejected": -498.0, - "eval_loss": 0.8357968926429749, - "eval_rewards/accuracies": 0.4921875, - "eval_rewards/chosen": -2.046875, - "eval_rewards/margins": 0.051025390625, - "eval_rewards/rejected": -2.09375, - "eval_runtime": 46.6162, - "eval_samples_per_second": 42.904, - "eval_steps_per_second": 0.686, + "eval_logits/chosen": -16.375, + "eval_logits/rejected": -16.375, + "eval_logps/chosen": -548.0, + "eval_logps/rejected": -540.0, + "eval_loss": 0.8078437447547913, + "eval_rewards/accuracies": 0.533203125, + "eval_rewards/chosen": -2.296875, + "eval_rewards/margins": 0.19921875, + "eval_rewards/rejected": -2.5, + "eval_runtime": 46.5933, + "eval_samples_per_second": 42.925, + "eval_steps_per_second": 0.687, "step": 900 }, { "epoch": 0.9528795811518325, - "grad_norm": 1.0608482317231847, + "grad_norm": 1.3245146646747508, "learning_rate": 4.313470878825911e-05, - "logits/chosen": -14.625, - "logits/rejected": -11.625, - "logps/chosen": -668.0, - "logps/rejected": -2832.0, - "loss": 0.1358, - "rewards/accuracies": 0.9437500238418579, - "rewards/chosen": -2.109375, - "rewards/margins": 4.78125, - "rewards/rejected": -6.875, + "logits/chosen": -16.125, + "logits/rejected": -12.6875, + "logps/chosen": -700.0, + "logps/rejected": -2880.0, + "loss": 0.155, + "rewards/accuracies": 0.9375, + "rewards/chosen": -2.453125, + "rewards/margins": 5.0, + "rewards/rejected": -7.46875, "step": 910 }, { "epoch": 0.9633507853403142, - "grad_norm": 1.8533029509980772, + "grad_norm": 1.9331726995426524, "learning_rate": 4.292366194295652e-05, - "logits/chosen": -13.8125, - "logits/rejected": -10.625, - "logps/chosen": -696.0, - "logps/rejected": -2896.0, - "loss": 0.1337, - "rewards/accuracies": 0.9312499761581421, - "rewards/chosen": -2.015625, - "rewards/margins": 5.0625, - "rewards/rejected": -7.09375, + "logits/chosen": -15.1875, + "logits/rejected": -11.875, + "logps/chosen": -716.0, + "logps/rejected": -2960.0, + "loss": 0.1372, + "rewards/accuracies": 0.9375, + "rewards/chosen": -2.203125, + "rewards/margins": 5.46875, + "rewards/rejected": -7.6875, "step": 920 }, { "epoch": 0.9738219895287958, - "grad_norm": 1.5361849089317439, + "grad_norm": 1.6270218216222347, "learning_rate": 4.2709953421038964e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.375, - "logps/chosen": -576.0, - "logps/rejected": -3008.0, - "loss": 0.1116, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -1.8203125, - "rewards/margins": 5.8125, - "rewards/rejected": -7.625, + "logits/chosen": -15.3125, + "logits/rejected": -11.5625, + "logps/chosen": -592.0, + "logps/rejected": -3040.0, + "loss": 0.12, + "rewards/accuracies": 0.96875, + "rewards/chosen": -1.984375, + "rewards/margins": 5.90625, + "rewards/rejected": -7.90625, "step": 930 }, { "epoch": 0.9842931937172775, - "grad_norm": 0.8184270360275369, + "grad_norm": 0.8635103773393156, "learning_rate": 4.249361495837478e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.375, + "logits/chosen": -15.5, + "logits/rejected": -11.6875, "logps/chosen": -632.0, - "logps/rejected": -3152.0, - "loss": 0.1171, - "rewards/accuracies": 0.96875, - "rewards/chosen": -2.296875, - "rewards/margins": 6.59375, - "rewards/rejected": -8.875, + "logps/rejected": -3168.0, + "loss": 0.1172, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.3125, + "rewards/margins": 6.65625, + "rewards/rejected": -9.0, "step": 940 }, { "epoch": 0.9947643979057592, - "grad_norm": 0.5850180924962325, + "grad_norm": 0.6434898170007491, "learning_rate": 4.227467868138035e-05, - "logits/chosen": -13.25, - "logits/rejected": -10.6875, - "logps/chosen": -672.0, + "logits/chosen": -15.25, + "logits/rejected": -11.875, + "logps/chosen": -668.0, "logps/rejected": -3040.0, - "loss": 0.1354, - "rewards/accuracies": 0.956250011920929, - "rewards/chosen": -2.125, - "rewards/margins": 5.65625, + "loss": 0.1401, + "rewards/accuracies": 0.949999988079071, + "rewards/chosen": -2.078125, + "rewards/margins": 5.75, "rewards/rejected": -7.8125, "step": 950 }, { "epoch": 1.0052356020942408, - "grad_norm": 0.9212669460316035, + "grad_norm": 0.6946682957121975, "learning_rate": 4.205317710224938e-05, - "logits/chosen": -12.4375, - "logits/rejected": -10.125, - "logps/chosen": -568.0, - "logps/rejected": -2800.0, - "loss": 0.0981, - "rewards/accuracies": 0.96875, - "rewards/chosen": -1.5546875, - "rewards/margins": 5.21875, - "rewards/rejected": -6.78125, + "logits/chosen": -14.625, + "logits/rejected": -11.1875, + "logps/chosen": -576.0, + "logps/rejected": -2816.0, + "loss": 0.0974, + "rewards/accuracies": 0.956250011920929, + "rewards/chosen": -1.6328125, + "rewards/margins": 5.375, + "rewards/rejected": -7.0, "step": 960 }, { "epoch": 1.0157068062827226, - "grad_norm": 0.6838241096137042, + "grad_norm": 0.8252499886984264, "learning_rate": 4.1829143114124733e-05, - "logits/chosen": -12.375, - "logits/rejected": -10.125, - "logps/chosen": -620.0, - "logps/rejected": -3024.0, - "loss": 0.0565, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -1.7890625, + "logits/chosen": -14.125, + "logits/rejected": -11.0, + "logps/chosen": -644.0, + "logps/rejected": -3040.0, + "loss": 0.0547, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.03125, "rewards/margins": 6.0625, - "rewards/rejected": -7.84375, + "rewards/rejected": -8.0625, "step": 970 }, { "epoch": 1.0261780104712042, - "grad_norm": 0.17737987455409518, + "grad_norm": 0.2457453018022123, "learning_rate": 4.160260998621387e-05, - "logits/chosen": -12.125, - "logits/rejected": -10.1875, - "logps/chosen": -624.0, - "logps/rejected": -3152.0, - "loss": 0.041, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -1.875, - "rewards/margins": 7.09375, - "rewards/rejected": -8.9375, + "logits/chosen": -14.8125, + "logits/rejected": -11.3125, + "logps/chosen": -616.0, + "logps/rejected": -3104.0, + "loss": 0.0403, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -1.8203125, + "rewards/margins": 6.65625, + "rewards/rejected": -8.5, "step": 980 }, { "epoch": 1.036649214659686, - "grad_norm": 0.2550137332359494, + "grad_norm": 0.2005384885752845, "learning_rate": 4.137361135884824e-05, - "logits/chosen": -12.5, - "logits/rejected": -10.4375, - "logps/chosen": -616.0, - "logps/rejected": -3088.0, - "loss": 0.0626, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -1.8671875, - "rewards/margins": 7.34375, - "rewards/rejected": -9.1875, + "logits/chosen": -15.875, + "logits/rejected": -12.4375, + "logps/chosen": -628.0, + "logps/rejected": -3040.0, + "loss": 0.0479, + "rewards/accuracies": 1.0, + "rewards/chosen": -1.953125, + "rewards/margins": 6.71875, + "rewards/rejected": -8.6875, "step": 990 }, { "epoch": 1.0471204188481675, - "grad_norm": 0.1161136630664759, + "grad_norm": 0.1160231806000512, "learning_rate": 4.114218123848777e-05, - "logits/chosen": -12.8125, - "logits/rejected": -10.25, - "logps/chosen": -628.0, - "logps/rejected": -3136.0, - "loss": 0.0231, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -1.9296875, - "rewards/margins": 6.53125, - "rewards/rejected": -8.5, + "logits/chosen": -16.25, + "logits/rejected": -12.3125, + "logps/chosen": -656.0, + "logps/rejected": -3168.0, + "loss": 0.0199, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -2.21875, + "rewards/margins": 6.5625, + "rewards/rejected": -8.8125, "step": 1000 }, { "epoch": 1.0471204188481675, - "eval_logits/chosen": -12.5, - "eval_logits/rejected": -12.0625, - "eval_logps/chosen": -506.0, - "eval_logps/rejected": -492.0, - "eval_loss": 0.8379687666893005, - "eval_rewards/accuracies": 0.5078125, - "eval_rewards/chosen": -1.8828125, - "eval_rewards/margins": 0.140625, - "eval_rewards/rejected": -2.03125, - "eval_runtime": 46.599, - "eval_samples_per_second": 42.919, + "eval_logits/chosen": -15.875, + "eval_logits/rejected": -15.4375, + "eval_logps/chosen": -544.0, + "eval_logps/rejected": -528.0, + "eval_loss": 0.8232656121253967, + "eval_rewards/accuracies": 0.486328125, + "eval_rewards/chosen": -2.265625, + "eval_rewards/margins": 0.1279296875, + "eval_rewards/rejected": -2.390625, + "eval_runtime": 46.5881, + "eval_samples_per_second": 42.929, "eval_steps_per_second": 0.687, "step": 1000 }, { "epoch": 1.057591623036649, - "grad_norm": 0.6095935446682996, + "grad_norm": 0.9238279034650745, "learning_rate": 4.0908353992670824e-05, - "logits/chosen": -12.5, - "logits/rejected": -10.5625, - "logps/chosen": -604.0, - "logps/rejected": -3200.0, - "loss": 0.0274, + "logits/chosen": -15.875, + "logits/rejected": -12.9375, + "logps/chosen": -664.0, + "logps/rejected": -3280.0, + "loss": 0.0347, "rewards/accuracies": 1.0, - "rewards/chosen": -1.7265625, - "rewards/margins": 7.96875, - "rewards/rejected": -9.6875, + "rewards/chosen": -2.3125, + "rewards/margins": 8.3125, + "rewards/rejected": -10.625, "step": 1010 }, { "epoch": 1.068062827225131, - "grad_norm": 1.2134087825889897, + "grad_norm": 1.2108687370403999, "learning_rate": 4.067216434491059e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.375, - "logps/chosen": -640.0, - "logps/rejected": -3120.0, - "loss": 0.0548, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -1.9921875, - "rewards/margins": 7.1875, - "rewards/rejected": -9.1875, + "logits/chosen": -16.125, + "logits/rejected": -12.625, + "logps/chosen": -680.0, + "logps/rejected": -3200.0, + "loss": 0.0471, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.40625, + "rewards/margins": 7.5625, + "rewards/rejected": -10.0, "step": 1020 }, { "epoch": 1.0785340314136125, - "grad_norm": 0.4360694049816956, + "grad_norm": 0.30398444211824593, "learning_rate": 4.043364736953866e-05, - "logits/chosen": -12.25, - "logits/rejected": -9.6875, - "logps/chosen": -688.0, - "logps/rejected": -3008.0, - "loss": 0.022, + "logits/chosen": -15.875, + "logits/rejected": -12.0625, + "logps/chosen": -684.0, + "logps/rejected": -2992.0, + "loss": 0.0233, "rewards/accuracies": 1.0, - "rewards/chosen": -2.1875, - "rewards/margins": 7.34375, - "rewards/rejected": -9.5, + "rewards/chosen": -2.15625, + "rewards/margins": 7.25, + "rewards/rejected": -9.375, "step": 1030 }, { "epoch": 1.0890052356020943, - "grad_norm": 0.8980156145363332, + "grad_norm": 0.7986767564426122, "learning_rate": 4.019283848649643e-05, - "logits/chosen": -12.9375, - "logits/rejected": -10.625, + "logits/chosen": -17.0, + "logits/rejected": -13.0625, "logps/chosen": -696.0, - "logps/rejected": -3200.0, - "loss": 0.0351, + "logps/rejected": -3216.0, + "loss": 0.035, "rewards/accuracies": 0.987500011920929, "rewards/chosen": -2.375, - "rewards/margins": 7.75, - "rewards/rejected": -10.125, + "rewards/margins": 7.96875, + "rewards/rejected": -10.375, "step": 1040 }, { "epoch": 1.0994764397905759, - "grad_norm": 0.9939934691456076, + "grad_norm": 0.902228012435995, "learning_rate": 3.9949773456075215e-05, - "logits/chosen": -12.875, - "logits/rejected": -10.3125, + "logits/chosen": -16.625, + "logits/rejected": -12.875, "logps/chosen": -764.0, - "logps/rejected": -3120.0, - "loss": 0.0218, - "rewards/accuracies": 0.9937499761581421, + "logps/rejected": -3184.0, + "loss": 0.0285, + "rewards/accuracies": 0.981249988079071, "rewards/chosen": -2.34375, - "rewards/margins": 7.1875, - "rewards/rejected": -9.5, + "rewards/margins": 7.8125, + "rewards/rejected": -10.1875, "step": 1050 }, { "epoch": 1.1099476439790577, - "grad_norm": 0.6896214407859734, + "grad_norm": 1.1714954583655073, "learning_rate": 3.970448837360585e-05, - "logits/chosen": -12.625, - "logits/rejected": -10.625, - "logps/chosen": -728.0, - "logps/rejected": -3168.0, - "loss": 0.0232, + "logits/chosen": -16.125, + "logits/rejected": -12.75, + "logps/chosen": -716.0, + "logps/rejected": -3184.0, + "loss": 0.0297, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.296875, - "rewards/margins": 8.1875, - "rewards/rejected": -10.5, + "rewards/chosen": -2.203125, + "rewards/margins": 8.375, + "rewards/rejected": -10.5625, "step": 1060 }, { "epoch": 1.1204188481675392, - "grad_norm": 1.3521974326991437, + "grad_norm": 1.0329891295255025, "learning_rate": 3.945701966409846e-05, - "logits/chosen": -11.9375, - "logits/rejected": -9.6875, - "logps/chosen": -744.0, - "logps/rejected": -3232.0, - "loss": 0.0346, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.734375, - "rewards/margins": 8.0625, - "rewards/rejected": -10.75, + "logits/chosen": -15.8125, + "logits/rejected": -12.125, + "logps/chosen": -704.0, + "logps/rejected": -3184.0, + "loss": 0.0258, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.34375, + "rewards/margins": 7.96875, + "rewards/rejected": -10.3125, "step": 1070 }, { "epoch": 1.130890052356021, - "grad_norm": 0.18880758895126787, + "grad_norm": 0.15507833490314601, "learning_rate": 3.9207404076833374e-05, - "logits/chosen": -12.0, - "logits/rejected": -9.75, - "logps/chosen": -684.0, - "logps/rejected": -3248.0, - "loss": 0.0297, + "logits/chosen": -15.9375, + "logits/rejected": -12.125, + "logps/chosen": -628.0, + "logps/rejected": -3216.0, + "loss": 0.0296, "rewards/accuracies": 1.0, - "rewards/chosen": -2.796875, - "rewards/margins": 7.40625, - "rewards/rejected": -10.1875, + "rewards/chosen": -2.25, + "rewards/margins": 7.59375, + "rewards/rejected": -9.8125, "step": 1080 }, { "epoch": 1.1413612565445026, - "grad_norm": 0.6157827170820976, + "grad_norm": 0.5857948566665748, "learning_rate": 3.895567867990379e-05, - "logits/chosen": -13.3125, - "logits/rejected": -10.625, - "logps/chosen": -660.0, - "logps/rejected": -3168.0, - "loss": 0.0192, + "logits/chosen": -17.0, + "logits/rejected": -12.6875, + "logps/chosen": -628.0, + "logps/rejected": -3152.0, + "loss": 0.0209, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.375, - "rewards/margins": 7.21875, - "rewards/rejected": -9.625, + "rewards/chosen": -2.0625, + "rewards/margins": 7.34375, + "rewards/rejected": -9.375, "step": 1090 }, { "epoch": 1.1518324607329844, - "grad_norm": 0.8362615091972094, + "grad_norm": 1.3593198392642105, "learning_rate": 3.870188085471114e-05, - "logits/chosen": -12.5625, - "logits/rejected": -10.0625, - "logps/chosen": -752.0, - "logps/rejected": -3216.0, - "loss": 0.0293, + "logits/chosen": -16.25, + "logits/rejected": -12.5625, + "logps/chosen": -732.0, + "logps/rejected": -3184.0, + "loss": 0.0348, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.390625, - "rewards/margins": 7.9375, - "rewards/rejected": -10.3125, + "rewards/chosen": -2.1875, + "rewards/margins": 7.78125, + "rewards/rejected": -10.0, "step": 1100 }, { "epoch": 1.1518324607329844, - "eval_logits/chosen": -12.875, - "eval_logits/rejected": -12.4375, - "eval_logps/chosen": -544.0, - "eval_logps/rejected": -528.0, - "eval_loss": 0.8317187428474426, - "eval_rewards/accuracies": 0.548828125, - "eval_rewards/chosen": -2.265625, - "eval_rewards/margins": 0.1328125, - "eval_rewards/rejected": -2.390625, - "eval_runtime": 46.599, - "eval_samples_per_second": 42.919, + "eval_logits/chosen": -17.125, + "eval_logits/rejected": -17.0, + "eval_logps/chosen": -524.0, + "eval_logps/rejected": -504.0, + "eval_loss": 0.8451562523841858, + "eval_rewards/accuracies": 0.50390625, + "eval_rewards/chosen": -2.046875, + "eval_rewards/margins": 0.11865234375, + "eval_rewards/rejected": -2.15625, + "eval_runtime": 46.6009, + "eval_samples_per_second": 42.918, "eval_steps_per_second": 0.687, "step": 1100 }, { "epoch": 1.162303664921466, - "grad_norm": 0.09931936518209031, + "grad_norm": 0.537944913415695, "learning_rate": 3.844604829041395e-05, - "logits/chosen": -12.875, - "logits/rejected": -10.75, - "logps/chosen": -688.0, - "logps/rejected": -3152.0, - "loss": 0.026, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.421875, - "rewards/margins": 8.25, - "rewards/rejected": -10.6875, + "logits/chosen": -17.125, + "logits/rejected": -13.375, + "logps/chosen": -668.0, + "logps/rejected": -3072.0, + "loss": 0.0356, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.234375, + "rewards/margins": 7.6875, + "rewards/rejected": -9.875, "step": 1110 }, { "epoch": 1.1727748691099475, - "grad_norm": 0.18941580523761176, + "grad_norm": 0.22857409243781537, "learning_rate": 3.818821897833095e-05, - "logits/chosen": -13.0625, - "logits/rejected": -10.375, - "logps/chosen": -768.0, - "logps/rejected": -3216.0, - "loss": 0.029, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.625, - "rewards/margins": 7.59375, - "rewards/rejected": -10.1875, + "logits/chosen": -17.0, + "logits/rejected": -12.9375, + "logps/chosen": -740.0, + "logps/rejected": -3104.0, + "loss": 0.0268, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -2.328125, + "rewards/margins": 6.78125, + "rewards/rejected": -9.125, "step": 1120 }, { "epoch": 1.1832460732984293, - "grad_norm": 0.531097510461554, + "grad_norm": 0.39686055716544205, "learning_rate": 3.792843120629935e-05, - "logits/chosen": -12.5, - "logits/rejected": -10.375, - "logps/chosen": -600.0, + "logits/chosen": -16.875, + "logits/rejected": -13.0, + "logps/chosen": -616.0, "logps/rejected": -3072.0, - "loss": 0.0324, + "loss": 0.0321, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.125, - "rewards/margins": 7.625, - "rewards/rejected": -9.75, + "rewards/chosen": -2.28125, + "rewards/margins": 7.4375, + "rewards/rejected": -9.6875, "step": 1130 }, { "epoch": 1.193717277486911, - "grad_norm": 0.12176198767356863, + "grad_norm": 0.06700605967417687, "learning_rate": 3.766672355298907e-05, - "logits/chosen": -12.375, - "logits/rejected": -10.125, - "logps/chosen": -588.0, - "logps/rejected": -3120.0, - "loss": 0.0484, + "logits/chosen": -16.5, + "logits/rejected": -12.875, + "logps/chosen": -612.0, + "logps/rejected": -3232.0, + "loss": 0.0544, "rewards/accuracies": 1.0, - "rewards/chosen": -1.890625, - "rewards/margins": 7.375, - "rewards/rejected": -9.25, + "rewards/chosen": -2.109375, + "rewards/margins": 8.1875, + "rewards/rejected": -10.3125, "step": 1140 }, { "epoch": 1.2041884816753927, - "grad_norm": 0.3992045723599849, + "grad_norm": 0.3382984798459006, "learning_rate": 3.740313488217373e-05, - "logits/chosen": -12.375, - "logits/rejected": -10.1875, - "logps/chosen": -676.0, - "logps/rejected": -2960.0, - "loss": 0.0301, + "logits/chosen": -16.25, + "logits/rejected": -12.6875, + "logps/chosen": -708.0, + "logps/rejected": -3072.0, + "loss": 0.0277, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.03125, - "rewards/margins": 6.4375, - "rewards/rejected": -8.5, + "rewards/chosen": -2.390625, + "rewards/margins": 7.09375, + "rewards/rejected": -9.5, "step": 1150 }, { "epoch": 1.2146596858638743, - "grad_norm": 0.19131973731463828, + "grad_norm": 0.18286782123955309, "learning_rate": 3.7137704336959464e-05, - "logits/chosen": -12.8125, - "logits/rejected": -10.5625, - "logps/chosen": -676.0, - "logps/rejected": -3040.0, - "loss": 0.0167, + "logits/chosen": -16.0, + "logits/rejected": -12.8125, + "logps/chosen": -708.0, + "logps/rejected": -3104.0, + "loss": 0.0171, "rewards/accuracies": 1.0, - "rewards/chosen": -2.078125, - "rewards/margins": 6.75, - "rewards/rejected": -8.8125, + "rewards/chosen": -2.421875, + "rewards/margins": 7.0625, + "rewards/rejected": -9.5, "step": 1160 }, { "epoch": 1.225130890052356, - "grad_norm": 0.11470142938828308, + "grad_norm": 0.17254871363358448, "learning_rate": 3.687047133397201e-05, - "logits/chosen": -12.4375, - "logits/rejected": -10.3125, - "logps/chosen": -676.0, - "logps/rejected": -3088.0, - "loss": 0.0234, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.5, - "rewards/margins": 7.59375, - "rewards/rejected": -10.125, + "logits/chosen": -15.5, + "logits/rejected": -12.625, + "logps/chosen": -692.0, + "logps/rejected": -3120.0, + "loss": 0.031, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.625, + "rewards/margins": 7.71875, + "rewards/rejected": -10.375, "step": 1170 }, { "epoch": 1.2356020942408377, - "grad_norm": 0.08832261340319174, + "grad_norm": 0.12298230999745197, "learning_rate": 3.6601475557503415e-05, - "logits/chosen": -12.5, - "logits/rejected": -10.0625, - "logps/chosen": -708.0, - "logps/rejected": -3312.0, - "loss": 0.0239, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.515625, - "rewards/margins": 8.1875, - "rewards/rejected": -10.6875, + "logits/chosen": -15.5, + "logits/rejected": -12.4375, + "logps/chosen": -740.0, + "logps/rejected": -3344.0, + "loss": 0.0329, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.84375, + "rewards/margins": 8.125, + "rewards/rejected": -11.0, "step": 1180 }, { "epoch": 1.2460732984293195, - "grad_norm": 0.3449797385252149, + "grad_norm": 0.1439991372386876, "learning_rate": 3.633075695361882e-05, - "logits/chosen": -12.9375, - "logits/rejected": -10.3125, - "logps/chosen": -684.0, - "logps/rejected": -3072.0, - "loss": 0.0346, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.359375, - "rewards/margins": 7.5, + "logits/chosen": -14.9375, + "logits/rejected": -12.4375, + "logps/chosen": -716.0, + "logps/rejected": -3088.0, + "loss": 0.0326, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.671875, + "rewards/margins": 7.21875, "rewards/rejected": -9.875, "step": 1190 }, { "epoch": 1.256544502617801, - "grad_norm": 0.06528359676207203, + "grad_norm": 0.11298691628285298, "learning_rate": 3.6058355724224477e-05, - "logits/chosen": -12.5625, - "logits/rejected": -9.875, - "logps/chosen": -632.0, - "logps/rejected": -3264.0, - "loss": 0.0171, + "logits/chosen": -15.0, + "logits/rejected": -12.375, + "logps/chosen": -692.0, + "logps/rejected": -3248.0, + "loss": 0.0186, "rewards/accuracies": 1.0, - "rewards/chosen": -2.234375, - "rewards/margins": 7.875, - "rewards/rejected": -10.125, + "rewards/chosen": -2.84375, + "rewards/margins": 7.1875, + "rewards/rejected": -10.0, "step": 1200 }, { "epoch": 1.256544502617801, - "eval_logits/chosen": -12.625, - "eval_logits/rejected": -12.1875, - "eval_logps/chosen": -556.0, - "eval_logps/rejected": -540.0, - "eval_loss": 0.8362187743186951, - "eval_rewards/accuracies": 0.533203125, - "eval_rewards/chosen": -2.375, - "eval_rewards/margins": 0.13671875, - "eval_rewards/rejected": -2.515625, - "eval_runtime": 46.5864, - "eval_samples_per_second": 42.931, - "eval_steps_per_second": 0.687, - "step": 1200 - }, + "eval_logits/chosen": -15.0625, + "eval_logits/rejected": -14.75, + "eval_logps/chosen": -612.0, + "eval_logps/rejected": -592.0, + "eval_loss": 0.8787500262260437, + "eval_rewards/accuracies": 0.509765625, + "eval_rewards/chosen": -2.921875, + "eval_rewards/margins": 0.107421875, + "eval_rewards/rejected": -3.03125, + "eval_runtime": 46.5902, + "eval_samples_per_second": 42.927, + "eval_steps_per_second": 0.687, + "step": 1200 + }, { "epoch": 1.2670157068062826, - "grad_norm": 0.13409407316838193, + "grad_norm": 0.15836352966572764, "learning_rate": 3.5784312321097744e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.0625, - "logps/chosen": -744.0, - "logps/rejected": -3248.0, - "loss": 0.0197, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.53125, - "rewards/margins": 7.5625, - "rewards/rejected": -10.0625, + "logits/chosen": -15.625, + "logits/rejected": -12.75, + "logps/chosen": -788.0, + "logps/rejected": -3328.0, + "loss": 0.0239, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -2.96875, + "rewards/margins": 7.90625, + "rewards/rejected": -10.875, "step": 1210 }, { "epoch": 1.2774869109947644, - "grad_norm": 0.2086770903320873, + "grad_norm": 0.16103379347883745, "learning_rate": 3.550866743987994e-05, - "logits/chosen": -12.3125, - "logits/rejected": -9.9375, - "logps/chosen": -764.0, - "logps/rejected": -3184.0, - "loss": 0.0256, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.890625, - "rewards/margins": 8.1875, - "rewards/rejected": -11.0625, + "logits/chosen": -15.5625, + "logits/rejected": -13.0, + "logps/chosen": -812.0, + "logps/rejected": -3280.0, + "loss": 0.0173, + "rewards/accuracies": 1.0, + "rewards/chosen": -3.34375, + "rewards/margins": 8.8125, + "rewards/rejected": -12.125, "step": 1220 }, { "epoch": 1.2879581151832462, - "grad_norm": 4.179359658448476, + "grad_norm": 0.7559289682710013, "learning_rate": 3.5231462014033024e-05, - "logits/chosen": -12.375, - "logits/rejected": -10.125, - "logps/chosen": -812.0, - "logps/rejected": -3104.0, - "loss": 0.0614, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -3.125, - "rewards/margins": 7.875, - "rewards/rejected": -11.0, + "logits/chosen": -15.8125, + "logits/rejected": -13.1875, + "logps/chosen": -848.0, + "logps/rejected": -3232.0, + "loss": 0.0474, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.5, + "rewards/margins": 8.8125, + "rewards/rejected": -12.3125, "step": 1230 }, { "epoch": 1.2984293193717278, - "grad_norm": 0.3993866482932888, + "grad_norm": 0.21935268402345665, "learning_rate": 3.495273720876095e-05, - "logits/chosen": -12.1875, - "logits/rejected": -9.375, - "logps/chosen": -712.0, - "logps/rejected": -3232.0, - "loss": 0.019, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.75, - "rewards/margins": 7.96875, - "rewards/rejected": -10.6875, + "logits/chosen": -14.75, + "logits/rejected": -12.0, + "logps/chosen": -768.0, + "logps/rejected": -3280.0, + "loss": 0.031, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.3125, + "rewards/margins": 7.78125, + "rewards/rejected": -11.125, "step": 1240 }, { "epoch": 1.3089005235602094, - "grad_norm": 1.3227606871810966, + "grad_norm": 1.3055420949319623, "learning_rate": 3.4672534414896616e-05, - "logits/chosen": -12.75, - "logits/rejected": -10.1875, - "logps/chosen": -768.0, + "logits/chosen": -15.25, + "logits/rejected": -12.75, + "logps/chosen": -796.0, "logps/rejected": -3168.0, - "loss": 0.0182, + "loss": 0.019, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.84375, - "rewards/margins": 8.1875, + "rewards/chosen": -3.125, + "rewards/margins": 7.875, "rewards/rejected": -11.0, "step": 1250 }, { "epoch": 1.3193717277486912, - "grad_norm": 0.09648882989672453, + "grad_norm": 0.19067392109508402, "learning_rate": 3.439089524275526e-05, - "logits/chosen": -12.625, - "logits/rejected": -10.0625, - "logps/chosen": -716.0, - "logps/rejected": -3232.0, - "loss": 0.0256, + "logits/chosen": -15.625, + "logits/rejected": -13.0, + "logps/chosen": -748.0, + "logps/rejected": -3216.0, + "loss": 0.0259, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.65625, - "rewards/margins": 8.5, - "rewards/rejected": -11.1875, + "rewards/chosen": -3.0, + "rewards/margins": 7.96875, + "rewards/rejected": -10.9375, "step": 1260 }, { "epoch": 1.3298429319371727, - "grad_norm": 0.8207102260091197, + "grad_norm": 0.838253335726383, "learning_rate": 3.410786151595533e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.0, - "logps/chosen": -748.0, - "logps/rejected": -3168.0, - "loss": 0.0352, + "logits/chosen": -15.3125, + "logits/rejected": -12.3125, + "logps/chosen": -800.0, + "logps/rejected": -3200.0, + "loss": 0.0374, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.765625, - "rewards/margins": 8.1875, - "rewards/rejected": -10.9375, + "rewards/chosen": -3.265625, + "rewards/margins": 7.875, + "rewards/rejected": -11.1875, "step": 1270 }, { "epoch": 1.3403141361256545, - "grad_norm": 0.49631322875828615, + "grad_norm": 0.45058217299939207, "learning_rate": 3.382347526520765e-05, - "logits/chosen": -12.0625, - "logits/rejected": -9.6875, - "logps/chosen": -728.0, - "logps/rejected": -3232.0, - "loss": 0.0183, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.71875, - "rewards/margins": 7.8125, - "rewards/rejected": -10.5625, + "logits/chosen": -14.1875, + "logits/rejected": -12.0, + "logps/chosen": -764.0, + "logps/rejected": -3280.0, + "loss": 0.0208, + "rewards/accuracies": 1.0, + "rewards/chosen": -3.09375, + "rewards/margins": 7.96875, + "rewards/rejected": -11.0625, "step": 1280 }, { "epoch": 1.350785340314136, - "grad_norm": 0.4694601062335547, + "grad_norm": 0.7503178140917749, "learning_rate": 3.353777872207381e-05, - "logits/chosen": -12.125, - "logits/rejected": -9.75, - "logps/chosen": -792.0, - "logps/rejected": -3264.0, - "loss": 0.0274, + "logits/chosen": -14.375, + "logits/rejected": -12.0, + "logps/chosen": -804.0, + "logps/rejected": -3248.0, + "loss": 0.0276, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.859375, - "rewards/margins": 7.90625, - "rewards/rejected": -10.75, + "rewards/chosen": -3.015625, + "rewards/margins": 7.5625, + "rewards/rejected": -10.5625, "step": 1290 }, { "epoch": 1.3612565445026177, - "grad_norm": 0.4906816240186705, + "grad_norm": 0.3934320814876777, "learning_rate": 3.325081431269475e-05, - "logits/chosen": -12.0625, - "logits/rejected": -9.875, - "logps/chosen": -700.0, - "logps/rejected": -3280.0, - "loss": 0.0174, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.546875, - "rewards/margins": 8.1875, - "rewards/rejected": -10.6875, + "logits/chosen": -14.4375, + "logits/rejected": -12.0, + "logps/chosen": -692.0, + "logps/rejected": -3200.0, + "loss": 0.0277, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.484375, + "rewards/margins": 7.40625, + "rewards/rejected": -9.875, "step": 1300 }, { "epoch": 1.3612565445026177, - "eval_logits/chosen": -12.25, - "eval_logits/rejected": -11.75, - "eval_logps/chosen": -612.0, - "eval_logps/rejected": -600.0, - "eval_loss": 0.8684218525886536, - "eval_rewards/accuracies": 0.51953125, - "eval_rewards/chosen": -2.9375, - "eval_rewards/margins": 0.166015625, - "eval_rewards/rejected": -3.09375, - "eval_runtime": 46.6049, - "eval_samples_per_second": 42.914, + "eval_logits/chosen": -14.5, + "eval_logits/rejected": -14.25, + "eval_logps/chosen": -600.0, + "eval_logps/rejected": -576.0, + "eval_loss": 0.8304218649864197, + "eval_rewards/accuracies": 0.513671875, + "eval_rewards/chosen": -2.796875, + "eval_rewards/margins": 0.0927734375, + "eval_rewards/rejected": -2.890625, + "eval_runtime": 46.5924, + "eval_samples_per_second": 42.925, "eval_steps_per_second": 0.687, "step": 1300 }, { "epoch": 1.3717277486910995, - "grad_norm": 0.5658517944851932, + "grad_norm": 0.1450116292670592, "learning_rate": 3.296262465149046e-05, - "logits/chosen": -12.1875, - "logits/rejected": -9.8125, - "logps/chosen": -776.0, - "logps/rejected": -3216.0, - "loss": 0.0334, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.8125, - "rewards/margins": 8.3125, - "rewards/rejected": -11.125, + "logits/chosen": -14.4375, + "logits/rejected": -11.9375, + "logps/chosen": -760.0, + "logps/rejected": -3120.0, + "loss": 0.0236, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.65625, + "rewards/margins": 7.53125, + "rewards/rejected": -10.1875, "step": 1310 }, { "epoch": 1.3821989528795813, - "grad_norm": 0.37353285828126176, + "grad_norm": 0.1692858634638375, "learning_rate": 3.2673252534831687e-05, - "logits/chosen": -11.9375, - "logits/rejected": -9.9375, - "logps/chosen": -708.0, - "logps/rejected": -3200.0, - "loss": 0.0359, + "logits/chosen": -14.6875, + "logits/rejected": -12.0625, + "logps/chosen": -720.0, + "logps/rejected": -3216.0, + "loss": 0.0306, "rewards/accuracies": 1.0, - "rewards/chosen": -2.78125, - "rewards/margins": 7.65625, - "rewards/rejected": -10.4375, + "rewards/chosen": -2.890625, + "rewards/margins": 7.8125, + "rewards/rejected": -10.6875, "step": 1320 }, { "epoch": 1.3926701570680629, - "grad_norm": 0.17740342198350953, + "grad_norm": 0.48850670672294366, "learning_rate": 3.2382740934684696e-05, - "logits/chosen": -11.6875, - "logits/rejected": -10.1875, - "logps/chosen": -716.0, - "logps/rejected": -3264.0, - "loss": 0.0213, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.984375, - "rewards/margins": 8.125, - "rewards/rejected": -11.0625, + "logits/chosen": -14.6875, + "logits/rejected": -12.1875, + "logps/chosen": -732.0, + "logps/rejected": -3248.0, + "loss": 0.0241, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -3.140625, + "rewards/margins": 7.875, + "rewards/rejected": -11.0, "step": 1330 }, { "epoch": 1.4031413612565444, - "grad_norm": 1.2932760724936367, + "grad_norm": 0.6326802557797059, "learning_rate": 3.209113299222982e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.4375, - "logps/chosen": -780.0, - "logps/rejected": -3264.0, - "loss": 0.0406, + "logits/chosen": -15.0625, + "logits/rejected": -12.5, + "logps/chosen": -788.0, + "logps/rejected": -3200.0, + "loss": 0.0315, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -3.046875, - "rewards/margins": 8.8125, - "rewards/rejected": -11.875, + "rewards/chosen": -3.109375, + "rewards/margins": 8.125, + "rewards/rejected": -11.25, "step": 1340 }, { "epoch": 1.4136125654450262, - "grad_norm": 0.677287622358092, + "grad_norm": 0.9230993101330381, "learning_rate": 3.179847201145505e-05, - "logits/chosen": -13.4375, - "logits/rejected": -10.25, - "logps/chosen": -720.0, - "logps/rejected": -3200.0, - "loss": 0.0371, + "logits/chosen": -15.5, + "logits/rejected": -12.3125, + "logps/chosen": -752.0, + "logps/rejected": -3248.0, + "loss": 0.0356, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.625, - "rewards/margins": 7.84375, - "rewards/rejected": -10.5, + "rewards/chosen": -2.921875, + "rewards/margins": 7.96875, + "rewards/rejected": -10.875, "step": 1350 }, { "epoch": 1.4240837696335078, - "grad_norm": 0.16190054322062475, + "grad_norm": 0.14927661366159814, "learning_rate": 3.150480145272528e-05, - "logits/chosen": -12.625, - "logits/rejected": -10.125, - "logps/chosen": -760.0, - "logps/rejected": -3200.0, - "loss": 0.0159, + "logits/chosen": -14.6875, + "logits/rejected": -12.1875, + "logps/chosen": -788.0, + "logps/rejected": -3232.0, + "loss": 0.0144, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.609375, - "rewards/margins": 6.65625, - "rewards/rejected": -9.25, + "rewards/chosen": -2.875, + "rewards/margins": 6.78125, + "rewards/rejected": -9.6875, "step": 1360 }, { "epoch": 1.4345549738219896, - "grad_norm": 0.2308589290080698, + "grad_norm": 0.5816031584106096, "learning_rate": 3.121016492632848e-05, - "logits/chosen": -12.6875, - "logits/rejected": -10.0, - "logps/chosen": -712.0, + "logits/chosen": -14.8125, + "logits/rejected": -12.1875, + "logps/chosen": -740.0, "logps/rejected": -3136.0, - "loss": 0.0173, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.28125, - "rewards/margins": 7.71875, + "loss": 0.023, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -2.546875, + "rewards/margins": 7.4375, "rewards/rejected": -10.0, "step": 1370 }, { "epoch": 1.4450261780104712, - "grad_norm": 0.22275028531554653, + "grad_norm": 0.3382648730097446, "learning_rate": 3.091460618599951e-05, - "logits/chosen": -13.3125, - "logits/rejected": -9.75, - "logps/chosen": -688.0, + "logits/chosen": -15.3125, + "logits/rejected": -11.875, + "logps/chosen": -708.0, "logps/rejected": -3360.0, - "loss": 0.0199, + "loss": 0.0225, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.5, - "rewards/margins": 8.75, - "rewards/rejected": -11.25, + "rewards/chosen": -2.71875, + "rewards/margins": 8.4375, + "rewards/rejected": -11.1875, "step": 1380 }, { "epoch": 1.4554973821989527, - "grad_norm": 0.4557083934840219, + "grad_norm": 0.5839459270999949, "learning_rate": 3.061816912242265e-05, - "logits/chosen": -12.625, - "logits/rejected": -9.9375, - "logps/chosen": -708.0, + "logits/chosen": -14.875, + "logits/rejected": -11.9375, + "logps/chosen": -728.0, "logps/rejected": -3456.0, - "loss": 0.0196, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.4375, - "rewards/margins": 9.5, + "loss": 0.0197, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.6875, + "rewards/margins": 9.25, "rewards/rejected": -11.9375, "step": 1390 }, { "epoch": 1.4659685863874345, - "grad_norm": 1.0326552236672093, + "grad_norm": 0.682121594552336, "learning_rate": 3.0320897756713785e-05, - "logits/chosen": -12.4375, - "logits/rejected": -10.125, - "logps/chosen": -676.0, - "logps/rejected": -3328.0, - "loss": 0.0191, + "logits/chosen": -14.9375, + "logits/rejected": -12.375, + "logps/chosen": -696.0, + "logps/rejected": -3296.0, + "loss": 0.0212, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.5, - "rewards/margins": 8.9375, - "rewards/rejected": -11.4375, + "rewards/chosen": -2.71875, + "rewards/margins": 8.375, + "rewards/rejected": -11.125, "step": 1400 }, { "epoch": 1.4659685863874345, - "eval_logits/chosen": -12.0, - "eval_logits/rejected": -11.5625, - "eval_logps/chosen": -588.0, - "eval_logps/rejected": -572.0, - "eval_loss": 0.8702499866485596, - "eval_rewards/accuracies": 0.515625, - "eval_rewards/chosen": -2.6875, - "eval_rewards/margins": 0.150390625, - "eval_rewards/rejected": -2.84375, - "eval_runtime": 46.5939, - "eval_samples_per_second": 42.924, + "eval_logits/chosen": -14.4375, + "eval_logits/rejected": -14.25, + "eval_logps/chosen": -600.0, + "eval_logps/rejected": -580.0, + "eval_loss": 0.8989999890327454, + "eval_rewards/accuracies": 0.5, + "eval_rewards/chosen": -2.796875, + "eval_rewards/margins": 0.10986328125, + "eval_rewards/rejected": -2.90625, + "eval_runtime": 46.596, + "eval_samples_per_second": 42.922, "eval_steps_per_second": 0.687, "step": 1400 }, { "epoch": 1.4764397905759163, - "grad_norm": 0.6840147426394543, + "grad_norm": 0.6770117039766996, "learning_rate": 3.002283623388332e-05, - "logits/chosen": -11.5625, - "logits/rejected": -9.1875, - "logps/chosen": -724.0, - "logps/rejected": -3296.0, - "loss": 0.0255, + "logits/chosen": -14.5, + "logits/rejected": -11.5625, + "logps/chosen": -736.0, + "logps/rejected": -3264.0, + "loss": 0.0196, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.59375, - "rewards/margins": 8.8125, - "rewards/rejected": -11.4375, + "rewards/chosen": -2.734375, + "rewards/margins": 8.4375, + "rewards/rejected": -11.1875, "step": 1410 }, { "epoch": 1.486910994764398, - "grad_norm": 0.09885297804480472, + "grad_norm": 0.08203713754271427, "learning_rate": 2.9724028816280507e-05, - "logits/chosen": -11.6875, - "logits/rejected": -9.625, - "logps/chosen": -704.0, - "logps/rejected": -3392.0, - "loss": 0.0139, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.5625, - "rewards/margins": 9.4375, - "rewards/rejected": -12.0, + "logits/chosen": -14.6875, + "logits/rejected": -12.0, + "logps/chosen": -732.0, + "logps/rejected": -3424.0, + "loss": 0.0178, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.859375, + "rewards/margins": 9.3125, + "rewards/rejected": -12.1875, "step": 1420 }, { "epoch": 1.4973821989528795, - "grad_norm": 0.5447267084878693, + "grad_norm": 0.5633947514858227, "learning_rate": 2.9424519877020524e-05, - "logits/chosen": -12.6875, - "logits/rejected": -9.875, - "logps/chosen": -664.0, - "logps/rejected": -3216.0, - "loss": 0.0351, + "logits/chosen": -15.3125, + "logits/rejected": -12.125, + "logps/chosen": -684.0, + "logps/rejected": -3200.0, + "loss": 0.0336, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.515625, - "rewards/margins": 8.8125, - "rewards/rejected": -11.375, + "rewards/chosen": -2.734375, + "rewards/margins": 8.5, + "rewards/rejected": -11.25, "step": 1430 }, { "epoch": 1.5078534031413613, - "grad_norm": 1.7612852542771738, + "grad_norm": 1.4559278105607552, "learning_rate": 2.912435389339504e-05, - "logits/chosen": -12.0, - "logits/rejected": -10.0625, - "logps/chosen": -636.0, - "logps/rejected": -3360.0, - "loss": 0.033, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.546875, - "rewards/margins": 9.1875, - "rewards/rejected": -11.75, + "logits/chosen": -15.125, + "logits/rejected": -12.1875, + "logps/chosen": -652.0, + "logps/rejected": -3296.0, + "loss": 0.0313, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.703125, + "rewards/margins": 8.4375, + "rewards/rejected": -11.125, "step": 1440 }, { "epoch": 1.518324607329843, - "grad_norm": 0.21797196230306862, + "grad_norm": 0.20527634038282278, "learning_rate": 2.8823575440267226e-05, - "logits/chosen": -12.5, - "logits/rejected": -9.9375, - "logps/chosen": -684.0, - "logps/rejected": -3232.0, - "loss": 0.019, + "logits/chosen": -15.5, + "logits/rejected": -12.25, + "logps/chosen": -708.0, + "logps/rejected": -3216.0, + "loss": 0.0167, "rewards/accuracies": 1.0, - "rewards/chosen": -2.359375, - "rewards/margins": 8.3125, - "rewards/rejected": -10.625, + "rewards/chosen": -2.625, + "rewards/margins": 7.90625, + "rewards/rejected": -10.5625, "step": 1450 }, { "epoch": 1.5287958115183247, - "grad_norm": 0.1398275390233516, + "grad_norm": 0.1542059716546675, "learning_rate": 2.8522229183452465e-05, - "logits/chosen": -12.4375, - "logits/rejected": -9.5, - "logps/chosen": -676.0, - "logps/rejected": -3376.0, - "loss": 0.0184, + "logits/chosen": -15.4375, + "logits/rejected": -11.6875, + "logps/chosen": -704.0, + "logps/rejected": -3392.0, + "loss": 0.017, "rewards/accuracies": 1.0, - "rewards/chosen": -2.359375, - "rewards/margins": 8.4375, - "rewards/rejected": -10.75, + "rewards/chosen": -2.609375, + "rewards/margins": 8.3125, + "rewards/rejected": -10.875, "step": 1460 }, { "epoch": 1.5392670157068062, - "grad_norm": 0.07480740506899823, + "grad_norm": 0.3043884663797174, "learning_rate": 2.8220359873085373e-05, - "logits/chosen": -12.0, - "logits/rejected": -9.75, - "logps/chosen": -752.0, - "logps/rejected": -3200.0, - "loss": 0.0397, + "logits/chosen": -14.9375, + "logits/rejected": -12.125, + "logps/chosen": -780.0, + "logps/rejected": -3248.0, + "loss": 0.0371, "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.78125, - "rewards/margins": 7.90625, - "rewards/rejected": -10.6875, + "rewards/chosen": -3.0625, + "rewards/margins": 8.125, + "rewards/rejected": -11.125, "step": 1470 }, { "epoch": 1.5497382198952878, - "grad_norm": 0.242912155955285, + "grad_norm": 0.268350331146206, "learning_rate": 2.7918012336974388e-05, - "logits/chosen": -11.25, - "logits/rejected": -9.125, - "logps/chosen": -816.0, - "logps/rejected": -3296.0, - "loss": 0.0257, + "logits/chosen": -14.3125, + "logits/rejected": -11.5, + "logps/chosen": -856.0, + "logps/rejected": -3328.0, + "loss": 0.0281, "rewards/accuracies": 1.0, - "rewards/chosen": -2.75, - "rewards/margins": 7.875, - "rewards/rejected": -10.625, + "rewards/chosen": -3.171875, + "rewards/margins": 7.75, + "rewards/rejected": -10.9375, "step": 1480 }, { "epoch": 1.5602094240837696, - "grad_norm": 0.7594533324298329, + "grad_norm": 0.5240126747864844, "learning_rate": 2.7615231473944815e-05, - "logits/chosen": -11.5625, - "logits/rejected": -9.1875, - "logps/chosen": -684.0, - "logps/rejected": -3280.0, - "loss": 0.0282, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.484375, - "rewards/margins": 7.96875, - "rewards/rejected": -10.4375, + "logits/chosen": -13.9375, + "logits/rejected": -11.3125, + "logps/chosen": -736.0, + "logps/rejected": -3344.0, + "loss": 0.0311, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.015625, + "rewards/margins": 8.125, + "rewards/rejected": -11.125, "step": 1490 }, { "epoch": 1.5706806282722514, - "grad_norm": 1.6055276260680513, + "grad_norm": 1.305965808275632, "learning_rate": 2.7312062247171327e-05, - "logits/chosen": -11.6875, - "logits/rejected": -9.0625, - "logps/chosen": -736.0, - "logps/rejected": -3312.0, - "loss": 0.036, + "logits/chosen": -13.25, + "logits/rejected": -11.1875, + "logps/chosen": -792.0, + "logps/rejected": -3408.0, + "loss": 0.0333, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.734375, - "rewards/margins": 7.4375, - "rewards/rejected": -10.125, + "rewards/chosen": -3.3125, + "rewards/margins": 7.71875, + "rewards/rejected": -11.0625, "step": 1500 }, { "epoch": 1.5706806282722514, - "eval_logits/chosen": -11.8125, - "eval_logits/rejected": -11.3125, - "eval_logps/chosen": -576.0, - "eval_logps/rejected": -560.0, - "eval_loss": 0.9228906035423279, - "eval_rewards/accuracies": 0.509765625, - "eval_rewards/chosen": -2.578125, - "eval_rewards/margins": 0.134765625, - "eval_rewards/rejected": -2.71875, - "eval_runtime": 46.5961, - "eval_samples_per_second": 42.922, + "eval_logits/chosen": -12.625, + "eval_logits/rejected": -12.1875, + "eval_logps/chosen": -640.0, + "eval_logps/rejected": -620.0, + "eval_loss": 0.9111406207084656, + "eval_rewards/accuracies": 0.521484375, + "eval_rewards/chosen": -3.203125, + "eval_rewards/margins": 0.09814453125, + "eval_rewards/rejected": -3.296875, + "eval_runtime": 46.6037, + "eval_samples_per_second": 42.915, "eval_steps_per_second": 0.687, "step": 1500 }, { "epoch": 1.581151832460733, - "grad_norm": 0.44937458978019706, + "grad_norm": 1.2317858890956381, "learning_rate": 2.7008549677500876e-05, - "logits/chosen": -12.4375, - "logits/rejected": -9.3125, - "logps/chosen": -756.0, - "logps/rejected": -3280.0, - "loss": 0.0131, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.84375, - "rewards/margins": 7.625, - "rewards/rejected": -10.5, + "logits/chosen": -14.125, + "logits/rejected": -11.0, + "logps/chosen": -812.0, + "logps/rejected": -3344.0, + "loss": 0.0211, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.390625, + "rewards/margins": 7.59375, + "rewards/rejected": -11.0, "step": 1510 }, { "epoch": 1.5916230366492146, - "grad_norm": 0.13225735658196988, + "grad_norm": 0.2922125183150869, "learning_rate": 2.670473883676709e-05, - "logits/chosen": -12.25, - "logits/rejected": -9.6875, - "logps/chosen": -712.0, - "logps/rejected": -3264.0, - "loss": 0.0257, + "logits/chosen": -13.5, + "logits/rejected": -11.4375, + "logps/chosen": -772.0, + "logps/rejected": -3280.0, + "loss": 0.0251, "rewards/accuracies": 1.0, - "rewards/chosen": -2.734375, - "rewards/margins": 8.3125, - "rewards/rejected": -11.0, + "rewards/chosen": -3.34375, + "rewards/margins": 7.78125, + "rewards/rejected": -11.125, "step": 1520 }, { "epoch": 1.6020942408376964, - "grad_norm": 0.3470754497933429, + "grad_norm": 0.17791350356699734, "learning_rate": 2.6400674841097074e-05, - "logits/chosen": -12.0, - "logits/rejected": -9.4375, - "logps/chosen": -732.0, - "logps/rejected": -3296.0, - "loss": 0.0232, + "logits/chosen": -13.375, + "logits/rejected": -11.1875, + "logps/chosen": -788.0, + "logps/rejected": -3360.0, + "loss": 0.0243, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.75, - "rewards/margins": 8.25, - "rewards/rejected": -11.0, + "rewards/chosen": -3.34375, + "rewards/margins": 8.1875, + "rewards/rejected": -11.5, "step": 1530 }, { "epoch": 1.6125654450261782, - "grad_norm": 0.31904725186480803, + "grad_norm": 0.14156715699962813, "learning_rate": 2.609640284421158e-05, - "logits/chosen": -11.75, - "logits/rejected": -9.3125, - "logps/chosen": -732.0, - "logps/rejected": -3232.0, - "loss": 0.0205, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.96875, - "rewards/margins": 7.6875, - "rewards/rejected": -10.625, + "logits/chosen": -13.5, + "logits/rejected": -11.3125, + "logps/chosen": -776.0, + "logps/rejected": -3344.0, + "loss": 0.0215, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -3.40625, + "rewards/margins": 8.3125, + "rewards/rejected": -11.6875, "step": 1540 }, { "epoch": 1.6230366492146597, - "grad_norm": 0.3882924340654773, + "grad_norm": 0.3362210410623208, "learning_rate": 2.5791968030719726e-05, - "logits/chosen": -11.25, - "logits/rejected": -9.375, - "logps/chosen": -768.0, - "logps/rejected": -3200.0, - "loss": 0.0295, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -3.171875, - "rewards/margins": 8.0, - "rewards/rejected": -11.1875, + "logits/chosen": -13.875, + "logits/rejected": -11.4375, + "logps/chosen": -776.0, + "logps/rejected": -3312.0, + "loss": 0.0229, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -3.25, + "rewards/margins": 9.0, + "rewards/rejected": -12.25, "step": 1550 }, { "epoch": 1.6335078534031413, - "grad_norm": 0.1078678678208724, + "grad_norm": 0.12146646291861969, "learning_rate": 2.548741560940902e-05, - "logits/chosen": -12.0625, - "logits/rejected": -9.9375, - "logps/chosen": -856.0, - "logps/rejected": -3264.0, - "loss": 0.0299, + "logits/chosen": -14.0, + "logits/rejected": -11.75, + "logps/chosen": -888.0, + "logps/rejected": -3328.0, + "loss": 0.0324, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -3.25, - "rewards/margins": 8.3125, - "rewards/rejected": -11.5625, + "rewards/chosen": -3.53125, + "rewards/margins": 8.6875, + "rewards/rejected": -12.25, "step": 1560 }, { "epoch": 1.6439790575916229, - "grad_norm": 1.6353071104324566, + "grad_norm": 1.352388630631102, "learning_rate": 2.5182790806531787e-05, - "logits/chosen": -12.3125, - "logits/rejected": -9.1875, - "logps/chosen": -768.0, + "logits/chosen": -14.3125, + "logits/rejected": -11.0, + "logps/chosen": -776.0, "logps/rejected": -3392.0, - "loss": 0.0166, + "loss": 0.0136, "rewards/accuracies": 1.0, - "rewards/chosen": -3.203125, + "rewards/chosen": -3.28125, "rewards/margins": 8.5, - "rewards/rejected": -11.6875, + "rewards/rejected": -11.8125, "step": 1570 }, { "epoch": 1.6544502617801047, - "grad_norm": 0.5004458601183499, + "grad_norm": 0.6419426883018355, "learning_rate": 2.4878138859089074e-05, - "logits/chosen": -11.5625, - "logits/rejected": -9.125, - "logps/chosen": -724.0, - "logps/rejected": -3248.0, - "loss": 0.0272, + "logits/chosen": -12.8125, + "logits/rejected": -10.875, + "logps/chosen": -744.0, + "logps/rejected": -3296.0, + "loss": 0.0296, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.984375, - "rewards/margins": 8.25, - "rewards/rejected": -11.25, + "rewards/chosen": -3.171875, + "rewards/margins": 8.5625, + "rewards/rejected": -11.75, "step": 1580 }, { "epoch": 1.6649214659685865, - "grad_norm": 0.2045399227444437, + "grad_norm": 0.34294359111612727, "learning_rate": 2.4573505008112924e-05, "logits/chosen": -11.9375, - "logits/rejected": -8.625, - "logps/chosen": -764.0, - "logps/rejected": -3408.0, - "loss": 0.0183, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -3.03125, - "rewards/margins": 8.4375, - "rewards/rejected": -11.4375, + "logits/rejected": -9.9375, + "logps/chosen": -820.0, + "logps/rejected": -3488.0, + "loss": 0.026, + "rewards/accuracies": 0.9750000238418579, + "rewards/chosen": -3.609375, + "rewards/margins": 8.625, + "rewards/rejected": -12.25, "step": 1590 }, { "epoch": 1.675392670157068, - "grad_norm": 0.44927815319300485, + "grad_norm": 0.3626272247771784, "learning_rate": 2.4268934491948032e-05, - "logits/chosen": -12.1875, - "logits/rejected": -8.9375, - "logps/chosen": -756.0, - "logps/rejected": -3088.0, - "loss": 0.018, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.6875, - "rewards/margins": 8.0, - "rewards/rejected": -10.6875, + "logits/chosen": -11.9375, + "logits/rejected": -10.125, + "logps/chosen": -800.0, + "logps/rejected": -3152.0, + "loss": 0.0163, + "rewards/accuracies": 1.0, + "rewards/chosen": -3.125, + "rewards/margins": 8.25, + "rewards/rejected": -11.375, "step": 1600 }, { "epoch": 1.675392670157068, - "eval_logits/chosen": -12.875, - "eval_logits/rejected": -12.4375, - "eval_logps/chosen": -600.0, - "eval_logps/rejected": -588.0, - "eval_loss": 0.9153749942779541, - "eval_rewards/accuracies": 0.505859375, - "eval_rewards/chosen": -2.828125, - "eval_rewards/margins": 0.15234375, - "eval_rewards/rejected": -2.984375, - "eval_runtime": 46.5864, - "eval_samples_per_second": 42.931, + "eval_logits/chosen": -11.5, + "eval_logits/rejected": -11.0625, + "eval_logps/chosen": -640.0, + "eval_logps/rejected": -620.0, + "eval_loss": 0.9214531183242798, + "eval_rewards/accuracies": 0.494140625, + "eval_rewards/chosen": -3.21875, + "eval_rewards/margins": 0.1103515625, + "eval_rewards/rejected": -3.328125, + "eval_runtime": 46.6059, + "eval_samples_per_second": 42.913, "eval_steps_per_second": 0.687, "step": 1600 }, { "epoch": 1.6858638743455496, - "grad_norm": 0.4102090929634209, + "grad_norm": 0.6670959237114126, "learning_rate": 2.396447253953385e-05, - "logits/chosen": -13.1875, - "logits/rejected": -9.6875, - "logps/chosen": -724.0, - "logps/rejected": -3328.0, - "loss": 0.0129, + "logits/chosen": -12.5, + "logits/rejected": -10.6875, + "logps/chosen": -760.0, + "logps/rejected": -3408.0, + "loss": 0.0138, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.875, - "rewards/margins": 8.6875, - "rewards/rejected": -11.5625, + "rewards/chosen": -3.234375, + "rewards/margins": 9.125, + "rewards/rejected": -12.375, "step": 1610 }, { "epoch": 1.6963350785340314, - "grad_norm": 0.03945129756196896, + "grad_norm": 0.038636999190201346, "learning_rate": 2.3660164363687998e-05, - "logits/chosen": -13.375, - "logits/rejected": -9.6875, - "logps/chosen": -800.0, - "logps/rejected": -3232.0, - "loss": 0.0575, + "logits/chosen": -12.8125, + "logits/rejected": -10.3125, + "logps/chosen": -832.0, + "logps/rejected": -3296.0, + "loss": 0.0221, "rewards/accuracies": 1.0, - "rewards/chosen": -2.84375, - "rewards/margins": 8.6875, - "rewards/rejected": -11.5, + "rewards/chosen": -3.171875, + "rewards/margins": 9.0, + "rewards/rejected": -12.1875, "step": 1620 }, { "epoch": 1.7068062827225132, - "grad_norm": 0.9283966646541102, + "grad_norm": 1.1629865250114928, "learning_rate": 2.33560551543922e-05, - "logits/chosen": -13.1875, - "logits/rejected": -10.125, - "logps/chosen": -672.0, - "logps/rejected": -3344.0, - "loss": 0.0496, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.703125, + "logits/chosen": -12.4375, + "logits/rejected": -10.875, + "logps/chosen": -700.0, + "logps/rejected": -3376.0, + "loss": 0.0491, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.96875, "rewards/margins": 8.8125, - "rewards/rejected": -11.5, + "rewards/rejected": -11.8125, "step": 1630 }, { "epoch": 1.7172774869109948, - "grad_norm": 1.3535331917454998, + "grad_norm": 1.2074175179942512, "learning_rate": 2.3052190072081493e-05, - "logits/chosen": -13.25, - "logits/rejected": -9.5625, - "logps/chosen": -772.0, + "logits/chosen": -13.0, + "logits/rejected": -10.1875, + "logps/chosen": -776.0, "logps/rejected": -3264.0, - "loss": 0.0401, - "rewards/accuracies": 0.96875, - "rewards/chosen": -2.921875, - "rewards/margins": 7.9375, - "rewards/rejected": -10.875, + "loss": 0.033, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.9375, + "rewards/margins": 8.0, + "rewards/rejected": -10.9375, "step": 1640 }, { "epoch": 1.7277486910994764, - "grad_norm": 1.3273003659694136, + "grad_norm": 1.4014335094165082, "learning_rate": 2.2748614240937864e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.1875, - "logps/chosen": -748.0, - "logps/rejected": -3072.0, - "loss": 0.0446, - "rewards/accuracies": 0.981249988079071, - "rewards/chosen": -2.6875, - "rewards/margins": 7.53125, - "rewards/rejected": -10.1875, + "logits/chosen": -13.3125, + "logits/rejected": -10.875, + "logps/chosen": -768.0, + "logps/rejected": -3120.0, + "loss": 0.0461, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -2.921875, + "rewards/margins": 7.8125, + "rewards/rejected": -10.75, "step": 1650 }, { "epoch": 1.738219895287958, - "grad_norm": 0.23019286697417038, + "grad_norm": 0.1784985381016052, "learning_rate": 2.2445372742189334e-05, - "logits/chosen": -13.0, - "logits/rejected": -9.5, - "logps/chosen": -716.0, - "logps/rejected": -3216.0, - "loss": 0.0139, + "logits/chosen": -12.125, + "logits/rejected": -10.0, + "logps/chosen": -756.0, + "logps/rejected": -3312.0, + "loss": 0.0146, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.609375, - "rewards/margins": 8.1875, - "rewards/rejected": -10.75, + "rewards/chosen": -3.0, + "rewards/margins": 8.75, + "rewards/rejected": -11.75, "step": 1660 }, { "epoch": 1.7486910994764397, - "grad_norm": 0.43006415236324225, + "grad_norm": 0.18175038740904031, "learning_rate": 2.214251060741528e-05, - "logits/chosen": -13.0625, - "logits/rejected": -9.4375, - "logps/chosen": -712.0, - "logps/rejected": -3296.0, - "loss": 0.0427, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.75, - "rewards/margins": 7.90625, - "rewards/rejected": -10.625, + "logits/chosen": -12.25, + "logits/rejected": -10.0625, + "logps/chosen": -772.0, + "logps/rejected": -3472.0, + "loss": 0.0483, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -3.34375, + "rewards/margins": 9.125, + "rewards/rejected": -12.5, "step": 1670 }, { "epoch": 1.7591623036649215, - "grad_norm": 0.2619475218293731, + "grad_norm": 0.27552385766246257, "learning_rate": 2.1840072811859302e-05, - "logits/chosen": -13.3125, - "logits/rejected": -9.625, - "logps/chosen": -748.0, - "logps/rejected": -3040.0, - "loss": 0.0285, + "logits/chosen": -13.1875, + "logits/rejected": -10.25, + "logps/chosen": -812.0, + "logps/rejected": -3168.0, + "loss": 0.0263, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.5, - "rewards/margins": 6.9375, - "rewards/rejected": -9.4375, + "rewards/chosen": -3.140625, + "rewards/margins": 7.53125, + "rewards/rejected": -10.6875, "step": 1680 }, { "epoch": 1.7696335078534031, - "grad_norm": 0.11053365547409333, + "grad_norm": 0.09953153932019926, "learning_rate": 2.1538104267750287e-05, - "logits/chosen": -13.5, - "logits/rejected": -9.5, - "logps/chosen": -632.0, - "logps/rejected": -3312.0, - "loss": 0.0115, + "logits/chosen": -13.4375, + "logits/rejected": -10.125, + "logps/chosen": -680.0, + "logps/rejected": -3424.0, + "loss": 0.0113, "rewards/accuracies": 1.0, - "rewards/chosen": -2.265625, - "rewards/margins": 7.875, - "rewards/rejected": -10.125, + "rewards/chosen": -2.734375, + "rewards/margins": 8.5, + "rewards/rejected": -11.25, "step": 1690 }, { "epoch": 1.7801047120418847, - "grad_norm": 0.25584214657604637, + "grad_norm": 0.3285612639151191, "learning_rate": 2.1236649817632952e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.125, - "logps/chosen": -680.0, - "logps/rejected": -3264.0, - "loss": 0.0304, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.515625, - "rewards/margins": 7.96875, - "rewards/rejected": -10.5, + "logits/chosen": -13.8125, + "logits/rejected": -10.625, + "logps/chosen": -716.0, + "logps/rejected": -3408.0, + "loss": 0.0309, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.890625, + "rewards/margins": 9.125, + "rewards/rejected": -12.0, "step": 1700 }, { "epoch": 1.7801047120418847, - "eval_logits/chosen": -13.75, - "eval_logits/rejected": -13.5, - "eval_logps/chosen": -556.0, - "eval_logps/rejected": -536.0, - "eval_loss": 0.9087187647819519, - "eval_rewards/accuracies": 0.490234375, - "eval_rewards/chosen": -2.375, - "eval_rewards/margins": 0.08203125, - "eval_rewards/rejected": -2.453125, - "eval_runtime": 46.5775, - "eval_samples_per_second": 42.939, + "eval_logits/chosen": -13.8125, + "eval_logits/rejected": -13.5625, + "eval_logps/chosen": -584.0, + "eval_logps/rejected": -560.0, + "eval_loss": 0.9203125238418579, + "eval_rewards/accuracies": 0.505859375, + "eval_rewards/chosen": -2.671875, + "eval_rewards/margins": 0.0634765625, + "eval_rewards/rejected": -2.734375, + "eval_runtime": 46.598, + "eval_samples_per_second": 42.92, "eval_steps_per_second": 0.687, "step": 1700 }, { "epoch": 1.7905759162303665, - "grad_norm": 0.9648087990007245, + "grad_norm": 1.2180447907947058, "learning_rate": 2.093575422770872e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.1875, - "logps/chosen": -744.0, - "logps/rejected": -3168.0, - "loss": 0.0212, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.53125, - "rewards/margins": 7.96875, - "rewards/rejected": -10.5, + "logits/chosen": -13.75, + "logits/rejected": -10.875, + "logps/chosen": -764.0, + "logps/rejected": -3248.0, + "loss": 0.0227, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.75, + "rewards/margins": 8.625, + "rewards/rejected": -11.375, "step": 1710 }, { "epoch": 1.8010471204188483, - "grad_norm": 1.0081394718938281, + "grad_norm": 0.5821164930474221, "learning_rate": 2.0635462181187827e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.0625, - "logps/chosen": -728.0, - "logps/rejected": -3360.0, - "loss": 0.0172, + "logits/chosen": -13.3125, + "logits/rejected": -10.5625, + "logps/chosen": -748.0, + "logps/rejected": -3376.0, + "loss": 0.0184, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.59375, + "rewards/chosen": -2.796875, "rewards/margins": 8.625, - "rewards/rejected": -11.25, + "rewards/rejected": -11.375, "step": 1720 }, { "epoch": 1.8115183246073299, - "grad_norm": 0.18797543737430802, + "grad_norm": 0.1116732114948823, "learning_rate": 2.0335818271653917e-05, - "logits/chosen": -13.5625, - "logits/rejected": -10.0625, - "logps/chosen": -648.0, - "logps/rejected": -3328.0, - "loss": 0.0221, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.484375, - "rewards/margins": 9.0, - "rewards/rejected": -11.5, + "logits/chosen": -13.4375, + "logits/rejected": -10.5625, + "logps/chosen": -652.0, + "logps/rejected": -3296.0, + "loss": 0.0366, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.515625, + "rewards/margins": 8.625, + "rewards/rejected": -11.125, "step": 1730 }, { "epoch": 1.8219895287958114, - "grad_norm": 0.16860467639320212, + "grad_norm": 0.18271538824926176, "learning_rate": 2.0036866996441815e-05, - "logits/chosen": -13.6875, - "logits/rejected": -9.9375, + "logits/chosen": -12.9375, + "logits/rejected": -10.5, "logps/chosen": -708.0, - "logps/rejected": -3280.0, - "loss": 0.025, + "logps/rejected": -3232.0, + "loss": 0.0199, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.65625, - "rewards/margins": 8.375, - "rewards/rejected": -11.0625, + "rewards/chosen": -2.640625, + "rewards/margins": 8.0, + "rewards/rejected": -10.625, "step": 1740 }, { "epoch": 1.8324607329842932, - "grad_norm": 0.9329828424413206, + "grad_norm": 0.35164637675373916, "learning_rate": 1.9738652750029677e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.0625, - "logps/chosen": -764.0, + "logits/chosen": -13.375, + "logits/rejected": -10.625, + "logps/chosen": -780.0, "logps/rejected": -3136.0, - "loss": 0.0179, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.828125, - "rewards/margins": 7.59375, - "rewards/rejected": -10.4375, + "loss": 0.0154, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.96875, + "rewards/margins": 7.53125, + "rewards/rejected": -10.5, "step": 1750 }, { "epoch": 1.8429319371727748, - "grad_norm": 0.09630025226284178, + "grad_norm": 0.06338743723517574, "learning_rate": 1.944121981744631e-05, - "logits/chosen": -13.375, - "logits/rejected": -9.9375, - "logps/chosen": -692.0, - "logps/rejected": -3216.0, - "loss": 0.0186, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.5, - "rewards/margins": 8.625, - "rewards/rejected": -11.125, + "logits/chosen": -13.75, + "logits/rejected": -10.6875, + "logps/chosen": -704.0, + "logps/rejected": -3248.0, + "loss": 0.018, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.59375, + "rewards/margins": 8.875, + "rewards/rejected": -11.4375, "step": 1760 }, { "epoch": 1.8534031413612566, - "grad_norm": 0.29770614579765814, + "grad_norm": 0.13470039125294114, "learning_rate": 1.9144612367694887e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.1875, - "logps/chosen": -692.0, + "logits/chosen": -13.875, + "logits/rejected": -10.8125, + "logps/chosen": -700.0, "logps/rejected": -3104.0, - "loss": 0.0231, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.5, - "rewards/margins": 8.0, - "rewards/rejected": -10.5, + "loss": 0.0183, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.578125, + "rewards/margins": 8.125, + "rewards/rejected": -10.6875, "step": 1770 }, { "epoch": 1.8638743455497382, - "grad_norm": 0.5425820005935259, + "grad_norm": 0.5690893079610777, "learning_rate": 1.8848874447193803e-05, - "logits/chosen": -13.625, - "logits/rejected": -9.8125, - "logps/chosen": -704.0, + "logits/chosen": -14.0625, + "logits/rejected": -10.5625, + "logps/chosen": -720.0, "logps/rejected": -3232.0, - "loss": 0.0115, + "loss": 0.011, "rewards/accuracies": 1.0, - "rewards/chosen": -2.59375, - "rewards/margins": 8.5625, - "rewards/rejected": -11.125, + "rewards/chosen": -2.75, + "rewards/margins": 8.4375, + "rewards/rejected": -11.1875, "step": 1780 }, { "epoch": 1.8743455497382198, - "grad_norm": 0.647072199849212, + "grad_norm": 0.70094028821332, "learning_rate": 1.855404997323571e-05, - "logits/chosen": -13.75, - "logits/rejected": -10.3125, - "logps/chosen": -736.0, + "logits/chosen": -14.25, + "logits/rejected": -10.9375, + "logps/chosen": -756.0, "logps/rejected": -3280.0, - "loss": 0.0163, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.78125, - "rewards/margins": 8.9375, + "loss": 0.019, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.984375, + "rewards/margins": 8.75, "rewards/rejected": -11.75, "step": 1790 }, { "epoch": 1.8848167539267016, - "grad_norm": 0.5988047084665278, + "grad_norm": 0.7072182976177557, "learning_rate": 1.82601827274658e-05, - "logits/chosen": -13.0, - "logits/rejected": -9.4375, - "logps/chosen": -716.0, - "logps/rejected": -3440.0, - "loss": 0.0189, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.84375, - "rewards/margins": 8.4375, - "rewards/rejected": -11.25, + "logits/chosen": -13.6875, + "logits/rejected": -10.125, + "logps/chosen": -744.0, + "logps/rejected": -3456.0, + "loss": 0.0228, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.09375, + "rewards/margins": 8.375, + "rewards/rejected": -11.4375, "step": 1800 }, { "epoch": 1.8848167539267016, - "eval_logits/chosen": -13.375, - "eval_logits/rejected": -13.0, - "eval_logps/chosen": -584.0, - "eval_logps/rejected": -568.0, - "eval_loss": 0.8958749771118164, - "eval_rewards/accuracies": 0.50390625, - "eval_rewards/chosen": -2.671875, - "eval_rewards/margins": 0.13671875, - "eval_rewards/rejected": -2.8125, - "eval_runtime": 46.5907, - "eval_samples_per_second": 42.927, + "eval_logits/chosen": -13.5625, + "eval_logits/rejected": -13.3125, + "eval_logps/chosen": -604.0, + "eval_logps/rejected": -584.0, + "eval_loss": 0.9032187461853027, + "eval_rewards/accuracies": 0.494140625, + "eval_rewards/chosen": -2.859375, + "eval_rewards/margins": 0.09716796875, + "eval_rewards/rejected": -2.953125, + "eval_runtime": 46.5916, + "eval_samples_per_second": 42.926, "eval_steps_per_second": 0.687, "step": 1800 }, { "epoch": 1.8952879581151834, - "grad_norm": 0.17098314735531286, + "grad_norm": 0.16241128394468046, "learning_rate": 1.7967316349380213e-05, - "logits/chosen": -13.1875, - "logits/rejected": -9.4375, - "logps/chosen": -744.0, - "logps/rejected": -3120.0, - "loss": 0.0213, + "logits/chosen": -13.75, + "logits/rejected": -10.375, + "logps/chosen": -756.0, + "logps/rejected": -3136.0, + "loss": 0.0197, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.796875, - "rewards/margins": 7.625, - "rewards/rejected": -10.4375, + "rewards/chosen": -2.90625, + "rewards/margins": 7.65625, + "rewards/rejected": -10.5625, "step": 1810 }, { "epoch": 1.905759162303665, - "grad_norm": 0.06935447293402892, + "grad_norm": 0.1459047088845035, "learning_rate": 1.7675494329845516e-05, - "logits/chosen": -12.875, - "logits/rejected": -9.3125, - "logps/chosen": -712.0, + "logits/chosen": -13.6875, + "logits/rejected": -10.1875, + "logps/chosen": -720.0, "logps/rejected": -3360.0, - "loss": 0.029, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.921875, - "rewards/margins": 8.625, + "loss": 0.0289, + "rewards/accuracies": 0.981249988079071, + "rewards/chosen": -2.984375, + "rewards/margins": 8.5625, "rewards/rejected": -11.5, "step": 1820 }, { "epoch": 1.9162303664921465, - "grad_norm": 0.11739092594291739, + "grad_norm": 0.4154611855038144, "learning_rate": 1.738476000464026e-05, - "logits/chosen": -12.8125, - "logits/rejected": -9.375, - "logps/chosen": -724.0, - "logps/rejected": -3376.0, - "loss": 0.0351, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.890625, - "rewards/margins": 8.75, - "rewards/rejected": -11.625, + "logits/chosen": -13.375, + "logits/rejected": -10.1875, + "logps/chosen": -740.0, + "logps/rejected": -3344.0, + "loss": 0.0415, + "rewards/accuracies": 0.987500011920929, + "rewards/chosen": -3.046875, + "rewards/margins": 8.25, + "rewards/rejected": -11.3125, "step": 1830 }, { "epoch": 1.9267015706806283, - "grad_norm": 0.1838408720062665, + "grad_norm": 0.19310026323172322, "learning_rate": 1.7095156548019646e-05, - "logits/chosen": -13.3125, - "logits/rejected": -9.9375, + "logits/chosen": -13.8125, + "logits/rejected": -10.625, "logps/chosen": -760.0, - "logps/rejected": -3328.0, - "loss": 0.0229, + "logps/rejected": -3312.0, + "loss": 0.0221, "rewards/accuracies": 1.0, - "rewards/chosen": -2.84375, - "rewards/margins": 8.6875, - "rewards/rejected": -11.5, + "rewards/chosen": -2.859375, + "rewards/margins": 8.5, + "rewards/rejected": -11.375, "step": 1840 }, { "epoch": 1.93717277486911, - "grad_norm": 0.28910958447459284, + "grad_norm": 0.47604811123596286, "learning_rate": 1.6806726966304064e-05, - "logits/chosen": -13.1875, - "logits/rejected": -9.6875, - "logps/chosen": -712.0, - "logps/rejected": -3248.0, - "loss": 0.0405, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.71875, - "rewards/margins": 8.1875, - "rewards/rejected": -10.875, + "logits/chosen": -13.625, + "logits/rejected": -10.25, + "logps/chosen": -732.0, + "logps/rejected": -3232.0, + "loss": 0.0426, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -2.921875, + "rewards/margins": 7.875, + "rewards/rejected": -10.8125, "step": 1850 }, { "epoch": 1.9476439790575917, - "grad_norm": 1.2674093527891848, + "grad_norm": 1.3694428440934308, "learning_rate": 1.6519514091492625e-05, - "logits/chosen": -12.875, - "logits/rejected": -9.75, - "logps/chosen": -740.0, - "logps/rejected": -3344.0, - "loss": 0.0258, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.65625, - "rewards/margins": 7.84375, + "logits/chosen": -13.5, + "logits/rejected": -10.5625, + "logps/chosen": -768.0, + "logps/rejected": -3360.0, + "loss": 0.0265, + "rewards/accuracies": 1.0, + "rewards/chosen": -2.953125, + "rewards/margins": 7.59375, "rewards/rejected": -10.5, "step": 1860 }, { "epoch": 1.9581151832460733, - "grad_norm": 0.9413467962900552, + "grad_norm": 1.3018516747243323, "learning_rate": 1.6233560574902627e-05, - "logits/chosen": -13.375, - "logits/rejected": -10.125, - "logps/chosen": -768.0, - "logps/rejected": -3040.0, - "loss": 0.0235, - "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.78125, - "rewards/margins": 7.71875, - "rewards/rejected": -10.5, + "logits/chosen": -13.875, + "logits/rejected": -10.75, + "logps/chosen": -792.0, + "logps/rejected": -3072.0, + "loss": 0.0194, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -3.03125, + "rewards/margins": 7.75, + "rewards/rejected": -10.8125, "step": 1870 }, { "epoch": 1.9685863874345548, - "grad_norm": 0.6240464515354742, + "grad_norm": 0.6533888871003399, "learning_rate": 1.5948908880835753e-05, - "logits/chosen": -13.3125, - "logits/rejected": -9.6875, - "logps/chosen": -712.0, - "logps/rejected": -3424.0, - "loss": 0.0383, + "logits/chosen": -13.8125, + "logits/rejected": -10.5, + "logps/chosen": -748.0, + "logps/rejected": -3440.0, + "loss": 0.0419, "rewards/accuracies": 0.987500011920929, - "rewards/chosen": -2.90625, - "rewards/margins": 8.5, - "rewards/rejected": -11.375, + "rewards/chosen": -3.25, + "rewards/margins": 8.4375, + "rewards/rejected": -11.6875, "step": 1880 }, { "epoch": 1.9790575916230366, - "grad_norm": 0.05542960533750751, + "grad_norm": 0.0729279059739014, "learning_rate": 1.5665601280272124e-05, - "logits/chosen": -13.375, - "logits/rejected": -9.6875, - "logps/chosen": -712.0, - "logps/rejected": -3552.0, - "loss": 0.0089, + "logits/chosen": -13.8125, + "logits/rejected": -10.5, + "logps/chosen": -744.0, + "logps/rejected": -3584.0, + "loss": 0.0118, "rewards/accuracies": 1.0, - "rewards/chosen": -2.828125, + "rewards/chosen": -3.125, "rewards/margins": 9.125, - "rewards/rejected": -12.0, + "rewards/rejected": -12.1875, "step": 1890 }, { "epoch": 1.9895287958115184, - "grad_norm": 0.06820617401303433, + "grad_norm": 0.08217785034476056, "learning_rate": 1.538367984459298e-05, - "logits/chosen": -13.1875, - "logits/rejected": -9.75, - "logps/chosen": -736.0, - "logps/rejected": -3104.0, - "loss": 0.0113, + "logits/chosen": -13.625, + "logits/rejected": -10.375, + "logps/chosen": -760.0, + "logps/rejected": -3136.0, + "loss": 0.0116, "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -2.875, - "rewards/margins": 8.6875, - "rewards/rejected": -11.5625, + "rewards/chosen": -3.140625, + "rewards/margins": 8.625, + "rewards/rejected": -11.8125, "step": 1900 }, { "epoch": 1.9895287958115184, "eval_logits/chosen": -13.625, "eval_logits/rejected": -13.375, - "eval_logps/chosen": -596.0, - "eval_logps/rejected": -584.0, - "eval_loss": 0.909375011920929, - "eval_rewards/accuracies": 0.51171875, - "eval_rewards/chosen": -2.78125, - "eval_rewards/margins": 0.173828125, - "eval_rewards/rejected": -2.953125, - "eval_runtime": 46.5809, - "eval_samples_per_second": 42.936, + "eval_logps/chosen": -620.0, + "eval_logps/rejected": -600.0, + "eval_loss": 0.9122968912124634, + "eval_rewards/accuracies": 0.5, + "eval_rewards/chosen": -3.015625, + "eval_rewards/margins": 0.11865234375, + "eval_rewards/rejected": -3.125, + "eval_runtime": 46.6038, + "eval_samples_per_second": 42.915, "eval_steps_per_second": 0.687, "step": 1900 }, { "epoch": 2.0, - "grad_norm": 0.7923736138071442, + "grad_norm": 0.7599649688859563, "learning_rate": 1.5103186439333133e-05, - "logits/chosen": -13.5625, - "logits/rejected": -9.625, - "logps/chosen": -676.0, - "logps/rejected": -3440.0, - "loss": 0.0141, + "logits/chosen": -13.5, + "logits/rejected": -10.125, + "logps/chosen": -708.0, + "logps/rejected": -3392.0, + "loss": 0.0164, "rewards/accuracies": 1.0, - "rewards/chosen": -2.546875, - "rewards/margins": 10.0625, - "rewards/rejected": -12.625, + "rewards/chosen": -2.859375, + "rewards/margins": 9.375, + "rewards/rejected": -12.25, "step": 1910 }, { "epoch": 2.0104712041884816, - "grad_norm": 0.03797413952811105, + "grad_norm": 0.044651384034995086, "learning_rate": 1.4824162717963829e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.1875, - "logps/chosen": -772.0, - "logps/rejected": -3280.0, - "loss": 0.0021, + "logits/chosen": -13.6875, + "logits/rejected": -10.6875, + "logps/chosen": -792.0, + "logps/rejected": -3248.0, + "loss": 0.0024, "rewards/accuracies": 1.0, - "rewards/chosen": -2.765625, - "rewards/margins": 9.625, - "rewards/rejected": -12.375, + "rewards/chosen": -3.0, + "rewards/margins": 9.0625, + "rewards/rejected": -12.0625, "step": 1920 }, { "epoch": 2.020942408376963, - "grad_norm": 0.08445522476020367, + "grad_norm": 0.044442715180427216, "learning_rate": 1.4546650115707192e-05, "logits/chosen": -13.5625, - "logits/rejected": -10.25, - "logps/chosen": -740.0, - "logps/rejected": -3456.0, - "loss": 0.0024, + "logits/rejected": -10.6875, + "logps/chosen": -756.0, + "logps/rejected": -3440.0, + "loss": 0.0022, "rewards/accuracies": 1.0, - "rewards/chosen": -2.640625, - "rewards/margins": 10.375, - "rewards/rejected": -13.0625, + "rewards/chosen": -2.828125, + "rewards/margins": 10.0625, + "rewards/rejected": -12.875, "step": 1930 }, { "epoch": 2.031413612565445, - "grad_norm": 0.008763710192524561, + "grad_norm": 0.02192458111072301, "learning_rate": 1.4270689843383111e-05, - "logits/chosen": -13.4375, - "logits/rejected": -10.1875, - "logps/chosen": -764.0, - "logps/rejected": -3568.0, - "loss": 0.0015, + "logits/chosen": -13.5, + "logits/rejected": -10.75, + "logps/chosen": -800.0, + "logps/rejected": -3552.0, + "loss": 0.0017, "rewards/accuracies": 1.0, - "rewards/chosen": -2.734375, - "rewards/margins": 10.8125, - "rewards/rejected": -13.5, + "rewards/chosen": -3.09375, + "rewards/margins": 10.25, + "rewards/rejected": -13.375, "step": 1940 }, { "epoch": 2.0418848167539267, - "grad_norm": 0.010871862750517299, + "grad_norm": 0.009715391050262126, "learning_rate": 1.3996322881289347e-05, - "logits/chosen": -13.625, - "logits/rejected": -10.25, - "logps/chosen": -756.0, - "logps/rejected": -3456.0, - "loss": 0.0012, + "logits/chosen": -13.75, + "logits/rejected": -10.5625, + "logps/chosen": -784.0, + "logps/rejected": -3440.0, + "loss": 0.0013, "rewards/accuracies": 1.0, - "rewards/chosen": -2.90625, - "rewards/margins": 10.625, - "rewards/rejected": -13.5, + "rewards/chosen": -3.171875, + "rewards/margins": 10.25, + "rewards/rejected": -13.4375, "step": 1950 }, { "epoch": 2.0523560209424083, - "grad_norm": 0.0355862679650303, + "grad_norm": 0.08209293066141186, "learning_rate": 1.3723589973115963e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.125, - "logps/chosen": -740.0, - "logps/rejected": -3600.0, - "loss": 0.001, + "logits/chosen": -13.1875, + "logits/rejected": -10.5, + "logps/chosen": -760.0, + "logps/rejected": -3584.0, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -2.96875, - "rewards/margins": 11.375, - "rewards/rejected": -14.3125, + "rewards/chosen": -3.203125, + "rewards/margins": 10.875, + "rewards/rejected": -14.125, "step": 1960 }, { "epoch": 2.06282722513089, - "grad_norm": 0.012331372934647332, + "grad_norm": 0.013554623707018636, "learning_rate": 1.3452531619894837e-05, - "logits/chosen": -13.25, - "logits/rejected": -10.3125, - "logps/chosen": -752.0, - "logps/rejected": -3536.0, + "logits/chosen": -13.4375, + "logits/rejected": -10.6875, + "logps/chosen": -776.0, + "logps/rejected": -3520.0, "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.0, - "rewards/margins": 11.25, - "rewards/rejected": -14.25, + "rewards/chosen": -3.203125, + "rewards/margins": 10.875, + "rewards/rejected": -14.0625, "step": 1970 }, { "epoch": 2.073298429319372, - "grad_norm": 0.03788379705316475, + "grad_norm": 0.008632996353291053, "learning_rate": 1.3183188073985245e-05, - "logits/chosen": -13.3125, - "logits/rejected": -10.125, - "logps/chosen": -816.0, + "logits/chosen": -13.125, + "logits/rejected": -10.4375, + "logps/chosen": -848.0, "logps/rejected": -3568.0, - "loss": 0.0017, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -2.890625, - "rewards/margins": 11.4375, - "rewards/rejected": -14.3125, + "rewards/chosen": -3.1875, + "rewards/margins": 11.25, + "rewards/rejected": -14.375, "step": 1980 }, { "epoch": 2.0837696335078535, - "grad_norm": 0.020425162583961123, + "grad_norm": 0.02578721551162634, "learning_rate": 1.2915599333096351e-05, - "logits/chosen": -13.6875, - "logits/rejected": -10.1875, - "logps/chosen": -732.0, - "logps/rejected": -3440.0, - "loss": 0.0013, + "logits/chosen": -13.4375, + "logits/rejected": -10.3125, + "logps/chosen": -756.0, + "logps/rejected": -3456.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.0, - "rewards/margins": 10.875, - "rewards/rejected": -13.875, + "rewards/chosen": -3.234375, + "rewards/margins": 10.8125, + "rewards/rejected": -14.0625, "step": 1990 }, { "epoch": 2.094240837696335, - "grad_norm": 0.043482431208357666, + "grad_norm": 0.03430472824141071, "learning_rate": 1.264980513434752e-05, - "logits/chosen": -13.6875, - "logits/rejected": -10.125, - "logps/chosen": -732.0, - "logps/rejected": -3600.0, - "loss": 0.0013, + "logits/chosen": -13.5625, + "logits/rejected": -10.4375, + "logps/chosen": -756.0, + "logps/rejected": -3632.0, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -3.109375, - "rewards/margins": 11.4375, - "rewards/rejected": -14.5, + "rewards/chosen": -3.359375, + "rewards/margins": 11.625, + "rewards/rejected": -14.9375, "step": 2000 }, { "epoch": 2.094240837696335, - "eval_logits/chosen": -13.75, - "eval_logits/rejected": -13.5, - "eval_logps/chosen": -616.0, - "eval_logps/rejected": -608.0, - "eval_loss": 0.9535468816757202, - "eval_rewards/accuracies": 0.513671875, - "eval_rewards/chosen": -2.96875, - "eval_rewards/margins": 0.220703125, - "eval_rewards/rejected": -3.1875, - "eval_runtime": 46.5716, - "eval_samples_per_second": 42.945, + "eval_logits/chosen": -13.3125, + "eval_logits/rejected": -13.0625, + "eval_logps/chosen": -644.0, + "eval_logps/rejected": -636.0, + "eval_loss": 0.9715155959129333, + "eval_rewards/accuracies": 0.498046875, + "eval_rewards/chosen": -3.265625, + "eval_rewards/margins": 0.1865234375, + "eval_rewards/rejected": -3.453125, + "eval_runtime": 46.602, + "eval_samples_per_second": 42.917, "eval_steps_per_second": 0.687, "step": 2000 }, { "epoch": 2.1047120418848166, - "grad_norm": 0.021990040282395953, + "grad_norm": 0.01811075419731086, "learning_rate": 1.2385844948367324e-05, - "logits/chosen": -13.75, - "logits/rejected": -10.0625, - "logps/chosen": -736.0, - "logps/rejected": -3680.0, - "loss": 0.0011, + "logits/chosen": -13.625, + "logits/rejected": -10.5625, + "logps/chosen": -768.0, + "logps/rejected": -3744.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -2.953125, - "rewards/margins": 11.75, - "rewards/rejected": -14.75, + "rewards/chosen": -3.28125, + "rewards/margins": 12.0, + "rewards/rejected": -15.25, "step": 2010 }, { "epoch": 2.115183246073298, - "grad_norm": 0.02681732808537171, + "grad_norm": 0.016051391089347427, "learning_rate": 1.2123757973432114e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.375, - "logps/chosen": -708.0, - "logps/rejected": -3488.0, - "loss": 0.0049, + "logits/chosen": -13.4375, + "logits/rejected": -10.875, + "logps/chosen": -740.0, + "logps/rejected": -3536.0, + "loss": 0.0019, "rewards/accuracies": 1.0, - "rewards/chosen": -2.84375, - "rewards/margins": 11.4375, - "rewards/rejected": -14.25, + "rewards/chosen": -3.171875, + "rewards/margins": 11.5, + "rewards/rejected": -14.6875, "step": 2020 }, { "epoch": 2.1256544502617802, - "grad_norm": 0.02804504925376927, + "grad_norm": 0.2443017249322444, "learning_rate": 1.1863583129645106e-05, - "logits/chosen": -12.9375, - "logits/rejected": -9.5625, - "logps/chosen": -800.0, - "logps/rejected": -3680.0, - "loss": 0.0015, - "rewards/accuracies": 1.0, - "rewards/chosen": -3.078125, - "rewards/margins": 11.75, - "rewards/rejected": -14.875, + "logits/chosen": -12.875, + "logits/rejected": -9.9375, + "logps/chosen": -844.0, + "logps/rejected": -3744.0, + "loss": 0.0036, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -3.53125, + "rewards/margins": 11.875, + "rewards/rejected": -15.4375, "step": 2030 }, { "epoch": 2.136125654450262, - "grad_norm": 0.8075496941248711, + "grad_norm": 0.07615052792658578, "learning_rate": 1.1605359053156607e-05, - "logits/chosen": -13.75, - "logits/rejected": -10.25, - "logps/chosen": -712.0, - "logps/rejected": -3424.0, - "loss": 0.0017, + "logits/chosen": -13.9375, + "logits/rejected": -10.3125, + "logps/chosen": -760.0, + "logps/rejected": -3472.0, + "loss": 0.0022, "rewards/accuracies": 1.0, - "rewards/chosen": -2.796875, - "rewards/margins": 11.375, - "rewards/rejected": -14.1875, + "rewards/chosen": -3.265625, + "rewards/margins": 11.5, + "rewards/rejected": -14.75, "step": 2040 }, { "epoch": 2.1465968586387434, - "grad_norm": 0.01902900455234704, + "grad_norm": 0.015605865580488496, "learning_rate": 1.1349124090426644e-05, "logits/chosen": -13.3125, - "logits/rejected": -9.875, - "logps/chosen": -816.0, - "logps/rejected": -3808.0, - "loss": 0.0016, + "logits/rejected": -10.25, + "logps/chosen": -860.0, + "logps/rejected": -3856.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.0, - "rewards/margins": 12.25, - "rewards/rejected": -15.1875, + "rewards/chosen": -3.4375, + "rewards/margins": 12.3125, + "rewards/rejected": -15.75, "step": 2050 }, { "epoch": 2.157068062827225, - "grad_norm": 0.0283077420771619, + "grad_norm": 0.013992533654090781, "learning_rate": 1.1094916292530406e-05, - "logits/chosen": -13.5, - "logits/rejected": -9.8125, - "logps/chosen": -712.0, - "logps/rejected": -3760.0, - "loss": 0.0018, - "rewards/accuracies": 1.0, - "rewards/chosen": -2.796875, + "logits/chosen": -13.4375, + "logits/rejected": -10.0625, + "logps/chosen": -768.0, + "logps/rejected": -3824.0, + "loss": 0.0044, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -3.375, "rewards/margins": 12.1875, - "rewards/rejected": -15.0, + "rewards/rejected": -15.5625, "step": 2060 }, { "epoch": 2.167539267015707, - "grad_norm": 0.012130048267476778, + "grad_norm": 0.011845455993297177, "learning_rate": 1.0842773409507623e-05, - "logits/chosen": -13.5625, - "logits/rejected": -10.5, - "logps/chosen": -704.0, - "logps/rejected": -3600.0, - "loss": 0.001, + "logits/chosen": -13.0, + "logits/rejected": -10.8125, + "logps/chosen": -764.0, + "logps/rejected": -3648.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -2.6875, - "rewards/margins": 12.75, - "rewards/rejected": -15.4375, + "rewards/chosen": -3.3125, + "rewards/margins": 12.625, + "rewards/rejected": -15.875, "step": 2070 }, { "epoch": 2.1780104712041886, - "grad_norm": 0.11186142873174292, + "grad_norm": 0.0813868167012562, "learning_rate": 1.0592732884756754e-05, "logits/chosen": -13.5, - "logits/rejected": -10.0, - "logps/chosen": -740.0, - "logps/rejected": -3760.0, - "loss": 0.0014, + "logits/rejected": -10.25, + "logps/chosen": -788.0, + "logps/rejected": -3840.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -2.96875, - "rewards/margins": 11.9375, - "rewards/rejected": -14.9375, + "rewards/chosen": -3.453125, + "rewards/margins": 12.375, + "rewards/rejected": -15.8125, "step": 2080 }, { "epoch": 2.18848167539267, - "grad_norm": 0.022020673007143294, + "grad_norm": 0.017334523321388594, "learning_rate": 1.0344831849474507e-05, - "logits/chosen": -13.5, - "logits/rejected": -10.0, - "logps/chosen": -740.0, - "logps/rejected": -3648.0, - "loss": 0.0009, + "logits/chosen": -13.125, + "logits/rejected": -10.25, + "logps/chosen": -800.0, + "logps/rejected": -3696.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.0, - "rewards/margins": 12.25, - "rewards/rejected": -15.25, + "rewards/chosen": -3.578125, + "rewards/margins": 12.125, + "rewards/rejected": -15.75, "step": 2090 }, { "epoch": 2.1989528795811517, - "grad_norm": 0.031190943948052354, + "grad_norm": 0.01981870785374481, "learning_rate": 1.0099107117141879e-05, - "logits/chosen": -13.5625, + "logits/chosen": -13.1875, "logits/rejected": -10.1875, - "logps/chosen": -796.0, - "logps/rejected": -3648.0, - "loss": 0.0014, + "logps/chosen": -852.0, + "logps/rejected": -3712.0, + "loss": 0.0019, "rewards/accuracies": 1.0, - "rewards/chosen": -3.265625, - "rewards/margins": 12.3125, - "rewards/rejected": -15.625, + "rewards/chosen": -3.796875, + "rewards/margins": 12.5, + "rewards/rejected": -16.25, "step": 2100 }, { "epoch": 2.1989528795811517, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.3125, - "eval_logps/chosen": -632.0, - "eval_logps/rejected": -628.0, - "eval_loss": 0.979812502861023, - "eval_rewards/accuracies": 0.517578125, - "eval_rewards/chosen": -3.15625, - "eval_rewards/margins": 0.228515625, - "eval_rewards/rejected": -3.375, - "eval_runtime": 46.5669, - "eval_samples_per_second": 42.949, + "eval_logits/chosen": -12.8125, + "eval_logits/rejected": -12.5, + "eval_logps/chosen": -684.0, + "eval_logps/rejected": -680.0, + "eval_loss": 1.037750005722046, + "eval_rewards/accuracies": 0.509765625, + "eval_rewards/chosen": -3.671875, + "eval_rewards/margins": 0.2392578125, + "eval_rewards/rejected": -3.90625, + "eval_runtime": 46.5983, + "eval_samples_per_second": 42.92, "eval_steps_per_second": 0.687, "step": 2100 }, { "epoch": 2.2094240837696333, - "grad_norm": 0.02086347682769286, + "grad_norm": 0.050126684437074596, "learning_rate": 9.855595178057334e-06, - "logits/chosen": -13.375, - "logits/rejected": -9.9375, - "logps/chosen": -848.0, - "logps/rejected": -3664.0, - "loss": 0.0015, + "logits/chosen": -13.0, + "logits/rejected": -9.875, + "logps/chosen": -904.0, + "logps/rejected": -3728.0, + "loss": 0.0017, "rewards/accuracies": 1.0, - "rewards/chosen": -3.109375, - "rewards/margins": 12.3125, - "rewards/rejected": -15.4375, + "rewards/chosen": -3.65625, + "rewards/margins": 12.4375, + "rewards/rejected": -16.125, "step": 2110 }, - { - "epoch": 2.2198952879581153, - "grad_norm": 0.0714355062071931, - "learning_rate": 9.614332193917949e-06, - "logits/chosen": -13.25, - "logits/rejected": -10.125, - "logps/chosen": -836.0, - "logps/rejected": -3648.0, - "loss": 0.0011, + { + "epoch": 2.2198952879581153, + "grad_norm": 0.050815367567544255, + "learning_rate": 9.614332193917949e-06, + "logits/chosen": -13.0, + "logits/rejected": -10.375, + "logps/chosen": -884.0, + "logps/rejected": -3680.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 12.0625, - "rewards/rejected": -15.375, + "rewards/chosen": -3.75, + "rewards/margins": 12.0, + "rewards/rejected": -15.75, "step": 2120 }, { "epoch": 2.230366492146597, - "grad_norm": 0.010214424707746925, + "grad_norm": 0.013227994573835587, "learning_rate": 9.375353992449385e-06, - "logits/chosen": -13.3125, - "logits/rejected": -9.75, - "logps/chosen": -712.0, - "logps/rejected": -3664.0, + "logits/chosen": -12.8125, + "logits/rejected": -10.0625, + "logps/chosen": -756.0, + "logps/rejected": -3696.0, "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.015625, - "rewards/margins": 12.3125, - "rewards/rejected": -15.3125, + "rewards/chosen": -3.453125, + "rewards/margins": 12.25, + "rewards/rejected": -15.6875, "step": 2130 }, { "epoch": 2.2408376963350785, - "grad_norm": 0.009449610139048667, + "grad_norm": 0.01791797799118319, "learning_rate": 9.138696062085442e-06, - "logits/chosen": -13.25, - "logits/rejected": -9.9375, - "logps/chosen": -752.0, - "logps/rejected": -3760.0, - "loss": 0.0013, + "logits/chosen": -12.6875, + "logits/rejected": -10.125, + "logps/chosen": -804.0, + "logps/rejected": -3808.0, + "loss": 0.0023, "rewards/accuracies": 1.0, - "rewards/chosen": -3.15625, - "rewards/margins": 13.0, - "rewards/rejected": -16.125, + "rewards/chosen": -3.671875, + "rewards/margins": 12.875, + "rewards/rejected": -16.5, "step": 2140 }, { "epoch": 2.25130890052356, - "grad_norm": 0.030870851684990906, + "grad_norm": 0.035056158924740774, "learning_rate": 8.904393546698007e-06, - "logits/chosen": -13.4375, - "logits/rejected": -9.8125, - "logps/chosen": -820.0, - "logps/rejected": -3744.0, - "loss": 0.0008, + "logits/chosen": -13.1875, + "logits/rejected": -10.125, + "logps/chosen": -856.0, + "logps/rejected": -3776.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.296875, - "rewards/margins": 12.625, - "rewards/rejected": -15.9375, + "rewards/chosen": -3.6875, + "rewards/margins": 12.5625, + "rewards/rejected": -16.25, "step": 2150 }, { "epoch": 2.261780104712042, - "grad_norm": 0.017928103149379482, + "grad_norm": 0.018600593502528, "learning_rate": 8.672481240378142e-06, - "logits/chosen": -13.625, - "logits/rejected": -10.0625, - "logps/chosen": -856.0, - "logps/rejected": -3664.0, + "logits/chosen": -13.4375, + "logits/rejected": -10.4375, + "logps/chosen": -892.0, + "logps/rejected": -3648.0, "loss": 0.0016, "rewards/accuracies": 1.0, - "rewards/chosen": -3.296875, - "rewards/margins": 12.375, + "rewards/chosen": -3.6875, + "rewards/margins": 12.0, "rewards/rejected": -15.6875, "step": 2160 }, { "epoch": 2.2722513089005236, - "grad_norm": 0.020979844872565743, + "grad_norm": 0.0176691760449618, "learning_rate": 8.44299358226919e-06, "logits/chosen": -13.4375, - "logits/rejected": -9.6875, - "logps/chosen": -836.0, - "logps/rejected": -3904.0, - "loss": 0.0019, + "logits/rejected": -10.1875, + "logps/chosen": -872.0, + "logps/rejected": -3888.0, + "loss": 0.0016, "rewards/accuracies": 1.0, - "rewards/chosen": -3.375, - "rewards/margins": 13.3125, + "rewards/chosen": -3.71875, + "rewards/margins": 12.875, "rewards/rejected": -16.625, "step": 2170 }, { "epoch": 2.282722513089005, - "grad_norm": 0.01132743031264989, + "grad_norm": 0.009540059086755108, "learning_rate": 8.215964651452457e-06, - "logits/chosen": -13.5, - "logits/rejected": -10.1875, - "logps/chosen": -824.0, - "logps/rejected": -3776.0, - "loss": 0.0013, + "logits/chosen": -13.6875, + "logits/rejected": -10.6875, + "logps/chosen": -864.0, + "logps/rejected": -3728.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.328125, - "rewards/margins": 13.375, - "rewards/rejected": -16.75, + "rewards/chosen": -3.71875, + "rewards/margins": 12.5625, + "rewards/rejected": -16.25, "step": 2180 }, { "epoch": 2.2931937172774868, - "grad_norm": 0.008195016345104533, + "grad_norm": 0.016240879547740093, "learning_rate": 7.991428161886502e-06, "logits/chosen": -13.375, - "logits/rejected": -10.25, - "logps/chosen": -820.0, - "logps/rejected": -3856.0, - "loss": 0.0009, + "logits/rejected": -10.6875, + "logps/chosen": -860.0, + "logps/rejected": -3872.0, + "loss": 0.005, "rewards/accuracies": 1.0, - "rewards/chosen": -3.34375, - "rewards/margins": 13.0625, - "rewards/rejected": -16.375, + "rewards/chosen": -3.734375, + "rewards/margins": 12.8125, + "rewards/rejected": -16.5, "step": 2190 }, { "epoch": 2.303664921465969, - "grad_norm": 0.007235192617224554, + "grad_norm": 0.05904505689919353, "learning_rate": 7.76941745740061e-06, - "logits/chosen": -13.125, - "logits/rejected": -9.4375, - "logps/chosen": -724.0, + "logits/chosen": -12.875, + "logits/rejected": -9.8125, + "logps/chosen": -764.0, "logps/rejected": -3888.0, - "loss": 0.0013, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -3.171875, - "rewards/margins": 13.125, - "rewards/rejected": -16.375, + "rewards/chosen": -3.578125, + "rewards/margins": 12.625, + "rewards/rejected": -16.25, "step": 2200 }, { "epoch": 2.303664921465969, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.3125, - "eval_logps/chosen": -652.0, - "eval_logps/rejected": -648.0, - "eval_loss": 0.9977812767028809, - "eval_rewards/accuracies": 0.513671875, - "eval_rewards/chosen": -3.328125, - "eval_rewards/margins": 0.240234375, - "eval_rewards/rejected": -3.578125, - "eval_runtime": 46.5722, - "eval_samples_per_second": 42.944, - "eval_steps_per_second": 0.687, + "eval_logits/chosen": -13.125, + "eval_logits/rejected": -12.8125, + "eval_logps/chosen": -692.0, + "eval_logps/rejected": -684.0, + "eval_loss": 1.0456249713897705, + "eval_rewards/accuracies": 0.501953125, + "eval_rewards/chosen": -3.71875, + "eval_rewards/margins": 0.22265625, + "eval_rewards/rejected": -3.9375, + "eval_runtime": 46.8087, + "eval_samples_per_second": 42.727, + "eval_steps_per_second": 0.684, "step": 2200 }, { "epoch": 2.3141361256544504, - "grad_norm": 0.019723181322208762, + "grad_norm": 0.009905225960300586, "learning_rate": 7.549965506743123e-06, - "logits/chosen": -13.5, - "logits/rejected": -9.75, - "logps/chosen": -708.0, - "logps/rejected": -3712.0, - "loss": 0.0012, + "logits/chosen": -13.0625, + "logits/rejected": -10.125, + "logps/chosen": -732.0, + "logps/rejected": -3696.0, + "loss": 0.0014, "rewards/accuracies": 1.0, - "rewards/chosen": -3.234375, - "rewards/margins": 13.0, - "rewards/rejected": -16.25, + "rewards/chosen": -3.484375, + "rewards/margins": 12.625, + "rewards/rejected": -16.125, "step": 2210 }, { "epoch": 2.324607329842932, - "grad_norm": 0.014077934151234522, + "grad_norm": 0.030851753470104073, "learning_rate": 7.333104898685631e-06, - "logits/chosen": -13.4375, - "logits/rejected": -10.1875, - "logps/chosen": -728.0, - "logps/rejected": -3680.0, + "logits/chosen": -13.1875, + "logits/rejected": -10.75, + "logps/chosen": -760.0, + "logps/rejected": -3664.0, "loss": 0.0013, "rewards/accuracies": 1.0, - "rewards/chosen": -3.046875, - "rewards/margins": 13.0625, + "rewards/chosen": -3.390625, + "rewards/margins": 12.6875, "rewards/rejected": -16.125, "step": 2220 }, { "epoch": 2.3350785340314135, - "grad_norm": 0.02530387524099349, + "grad_norm": 0.02286184359289322, "learning_rate": 7.118867837183518e-06, - "logits/chosen": -13.5, - "logits/rejected": -9.625, - "logps/chosen": -696.0, - "logps/rejected": -3856.0, - "loss": 0.0012, + "logits/chosen": -13.375, + "logits/rejected": -9.9375, + "logps/chosen": -728.0, + "logps/rejected": -3840.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.015625, - "rewards/margins": 13.5625, - "rewards/rejected": -16.625, + "rewards/chosen": -3.34375, + "rewards/margins": 13.1875, + "rewards/rejected": -16.5, "step": 2230 }, { "epoch": 2.345549738219895, - "grad_norm": 0.010256460710128305, + "grad_norm": 0.012778253381178623, "learning_rate": 6.9072861365936045e-06, - "logits/chosen": -13.5, - "logits/rejected": -10.0, - "logps/chosen": -780.0, - "logps/rejected": -3904.0, - "loss": 0.0014, + "logits/chosen": -13.375, + "logits/rejected": -10.4375, + "logps/chosen": -820.0, + "logps/rejected": -3888.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.203125, - "rewards/margins": 13.0, - "rewards/rejected": -16.25, + "rewards/chosen": -3.59375, + "rewards/margins": 12.5, + "rewards/rejected": -16.0, "step": 2240 }, { "epoch": 2.356020942408377, - "grad_norm": 0.06519330938521245, + "grad_norm": 0.024679574080629697, "learning_rate": 6.6983912169497005e-06, - "logits/chosen": -13.375, - "logits/rejected": -10.125, - "logps/chosen": -796.0, - "logps/rejected": -3824.0, - "loss": 0.0008, + "logits/chosen": -13.1875, + "logits/rejected": -10.5625, + "logps/chosen": -828.0, + "logps/rejected": -3840.0, + "loss": 0.0013, "rewards/accuracies": 1.0, - "rewards/chosen": -3.5, - "rewards/margins": 12.5625, - "rewards/rejected": -16.0, + "rewards/chosen": -3.84375, + "rewards/margins": 12.3125, + "rewards/rejected": -16.125, "step": 2250 }, { "epoch": 2.3664921465968587, - "grad_norm": 0.02535199174674999, + "grad_norm": 0.027204839168028027, "learning_rate": 6.49221409929677e-06, - "logits/chosen": -13.375, - "logits/rejected": -9.6875, - "logps/chosen": -816.0, + "logits/chosen": -13.5, + "logits/rejected": -10.1875, + "logps/chosen": -848.0, "logps/rejected": -3840.0, - "loss": 0.0009, + "loss": 0.0016, "rewards/accuracies": 1.0, - "rewards/chosen": -3.359375, - "rewards/margins": 12.9375, + "rewards/chosen": -3.671875, + "rewards/margins": 12.625, "rewards/rejected": -16.25, "step": 2260 }, { "epoch": 2.3769633507853403, - "grad_norm": 0.008646543365720447, + "grad_norm": 0.007154529652714207, "learning_rate": 6.2887854010842075e-06, - "logits/chosen": -13.625, - "logits/rejected": -10.1875, - "logps/chosen": -756.0, + "logits/chosen": -13.3125, + "logits/rejected": -10.8125, + "logps/chosen": -788.0, "logps/rejected": -3808.0, - "loss": 0.0018, + "loss": 0.0015, "rewards/accuracies": 1.0, - "rewards/chosen": -3.3125, - "rewards/margins": 13.25, + "rewards/chosen": -3.625, + "rewards/margins": 13.0, "rewards/rejected": -16.625, "step": 2270 }, { "epoch": 2.387434554973822, - "grad_norm": 0.048063864804168376, + "grad_norm": 0.01483717813637708, "learning_rate": 6.0881353316191385e-06, - "logits/chosen": -13.1875, - "logits/rejected": -9.8125, - "logps/chosen": -804.0, - "logps/rejected": -3824.0, - "loss": 0.0007, + "logits/chosen": -13.125, + "logits/rejected": -10.25, + "logps/chosen": -836.0, + "logps/rejected": -3808.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.609375, - "rewards/margins": 12.6875, - "rewards/rejected": -16.375, + "rewards/chosen": -3.90625, + "rewards/margins": 12.3125, + "rewards/rejected": -16.25, "step": 2280 }, { "epoch": 2.3979057591623034, - "grad_norm": 0.02029365870305144, + "grad_norm": 0.06804402139371733, "learning_rate": 5.890293687580381e-06, - "logits/chosen": -13.5, - "logits/rejected": -10.125, - "logps/chosen": -744.0, - "logps/rejected": -3904.0, - "loss": 0.0008, + "logits/chosen": -13.375, + "logits/rejected": -10.75, + "logps/chosen": -780.0, + "logps/rejected": -3872.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.484375, - "rewards/margins": 13.125, - "rewards/rejected": -16.625, + "rewards/chosen": -3.8125, + "rewards/margins": 12.375, + "rewards/rejected": -16.25, "step": 2290 }, { "epoch": 2.4083769633507854, - "grad_norm": 0.021633310444226825, + "grad_norm": 0.02836136746888331, "learning_rate": 5.695289848593532e-06, "logits/chosen": -13.3125, - "logits/rejected": -9.8125, - "logps/chosen": -824.0, - "logps/rejected": -3664.0, - "loss": 0.0011, + "logits/rejected": -10.375, + "logps/chosen": -848.0, + "logps/rejected": -3648.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.515625, - "rewards/margins": 12.25, - "rewards/rejected": -15.75, + "rewards/chosen": -3.75, + "rewards/margins": 11.875, + "rewards/rejected": -15.625, "step": 2300 }, { "epoch": 2.4083769633507854, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.3125, - "eval_logps/chosen": -664.0, - "eval_logps/rejected": -660.0, - "eval_loss": 1.008062481880188, - "eval_rewards/accuracies": 0.513671875, - "eval_rewards/chosen": -3.453125, - "eval_rewards/margins": 0.2470703125, - "eval_rewards/rejected": -3.6875, - "eval_runtime": 46.5711, - "eval_samples_per_second": 42.945, + "eval_logits/chosen": -13.25, + "eval_logits/rejected": -12.9375, + "eval_logps/chosen": -692.0, + "eval_logps/rejected": -684.0, + "eval_loss": 1.0567030906677246, + "eval_rewards/accuracies": 0.501953125, + "eval_rewards/chosen": -3.75, + "eval_rewards/margins": 0.2216796875, + "eval_rewards/rejected": -3.96875, + "eval_runtime": 46.6042, + "eval_samples_per_second": 42.915, "eval_steps_per_second": 0.687, "step": 2300 }, { "epoch": 2.418848167539267, - "grad_norm": 0.038924291142115805, + "grad_norm": 0.01400737289004599, "learning_rate": 5.50315277286812e-06, - "logits/chosen": -13.1875, - "logits/rejected": -9.875, - "logps/chosen": -780.0, - "logps/rejected": -3872.0, - "loss": 0.0019, + "logits/chosen": -13.125, + "logits/rejected": -10.4375, + "logps/chosen": -804.0, + "logps/rejected": -3856.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.4375, - "rewards/margins": 13.25, + "rewards/chosen": -3.671875, + "rewards/margins": 12.9375, "rewards/rejected": -16.625, "step": 2310 }, { "epoch": 2.4293193717277486, - "grad_norm": 0.027840950067718296, + "grad_norm": 0.28639660159668534, "learning_rate": 5.313910992897281e-06, "logits/chosen": -13.5, - "logits/rejected": -9.875, - "logps/chosen": -756.0, - "logps/rejected": -3712.0, - "loss": 0.0019, + "logits/rejected": -10.5, + "logps/chosen": -780.0, + "logps/rejected": -3728.0, + "loss": 0.0018, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 12.5, - "rewards/rejected": -15.75, + "rewards/chosen": -3.515625, + "rewards/margins": 12.3125, + "rewards/rejected": -15.875, "step": 2320 }, { "epoch": 2.4397905759162306, - "grad_norm": 0.013668323394273506, + "grad_norm": 0.0063499060921826615, "learning_rate": 5.127592611220658e-06, - "logits/chosen": -13.3125, - "logits/rejected": -9.6875, - "logps/chosen": -784.0, - "logps/rejected": -3920.0, - "loss": 0.0011, + "logits/chosen": -13.1875, + "logits/rejected": -10.3125, + "logps/chosen": -812.0, + "logps/rejected": -3952.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.484375, + "rewards/chosen": -3.765625, "rewards/margins": 12.5625, - "rewards/rejected": -16.0, + "rewards/rejected": -16.375, "step": 2330 }, { "epoch": 2.450261780104712, - "grad_norm": 0.015624084426943893, + "grad_norm": 0.011148849738373098, "learning_rate": 4.944225296251159e-06, - "logits/chosen": -13.4375, - "logits/rejected": -9.5, - "logps/chosen": -800.0, - "logps/rejected": -3680.0, - "loss": 0.0009, + "logits/chosen": -13.375, + "logits/rejected": -10.0, + "logps/chosen": -828.0, + "logps/rejected": -3712.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.375, - "rewards/margins": 12.5, - "rewards/rejected": -15.9375, + "rewards/chosen": -3.6875, + "rewards/margins": 12.625, + "rewards/rejected": -16.25, "step": 2340 }, { "epoch": 2.4607329842931938, - "grad_norm": 0.0330934045068677, + "grad_norm": 0.08575689598010647, "learning_rate": 4.763836278166172e-06, - "logits/chosen": -13.25, - "logits/rejected": -9.8125, - "logps/chosen": -792.0, - "logps/rejected": -3760.0, - "loss": 0.0012, + "logits/chosen": -13.125, + "logits/rejected": -10.5, + "logps/chosen": -836.0, + "logps/rejected": -3808.0, + "loss": 0.0029, "rewards/accuracies": 1.0, - "rewards/chosen": -3.421875, - "rewards/margins": 12.6875, - "rewards/rejected": -16.125, + "rewards/chosen": -3.859375, + "rewards/margins": 12.75, + "rewards/rejected": -16.625, "step": 2350 }, { "epoch": 2.4712041884816753, - "grad_norm": 0.21612560380681003, + "grad_norm": 0.047874626017986886, "learning_rate": 4.586452344863876e-06, - "logits/chosen": -13.625, - "logits/rejected": -10.1875, - "logps/chosen": -788.0, - "logps/rejected": -3728.0, - "loss": 0.0013, + "logits/chosen": -13.5625, + "logits/rejected": -10.8125, + "logps/chosen": -820.0, + "logps/rejected": -3744.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.234375, - "rewards/margins": 13.125, + "rewards/chosen": -3.5625, + "rewards/margins": 12.875, "rewards/rejected": -16.375, "step": 2360 }, { "epoch": 2.481675392670157, - "grad_norm": 0.038060395714203235, + "grad_norm": 0.03647074829847085, "learning_rate": 4.412099837985192e-06, - "logits/chosen": -13.4375, - "logits/rejected": -9.5, - "logps/chosen": -724.0, - "logps/rejected": -3728.0, - "loss": 0.0015, + "logits/chosen": -13.5625, + "logits/rejected": -10.0625, + "logps/chosen": -740.0, + "logps/rejected": -3696.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.1875, - "rewards/margins": 12.9375, - "rewards/rejected": -16.125, + "rewards/chosen": -3.359375, + "rewards/margins": 12.4375, + "rewards/rejected": -15.8125, "step": 2370 }, { "epoch": 2.492146596858639, - "grad_norm": 0.01808326965074876, + "grad_norm": 0.01838269526556759, "learning_rate": 4.240804649002089e-06, - "logits/chosen": -13.25, - "logits/rejected": -9.625, - "logps/chosen": -748.0, - "logps/rejected": -3888.0, - "loss": 0.0011, + "logits/chosen": -13.4375, + "logits/rejected": -10.3125, + "logps/chosen": -772.0, + "logps/rejected": -3872.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.40625, - "rewards/margins": 13.0, - "rewards/rejected": -16.375, + "rewards/chosen": -3.671875, + "rewards/margins": 12.625, + "rewards/rejected": -16.25, "step": 2380 }, { "epoch": 2.5026178010471205, - "grad_norm": 0.02466175839503429, + "grad_norm": 0.024885877025228643, "learning_rate": 4.072592215372598e-06, - "logits/chosen": -13.8125, - "logits/rejected": -10.0625, - "logps/chosen": -812.0, - "logps/rejected": -3664.0, - "loss": 0.0012, + "logits/chosen": -14.0, + "logits/rejected": -10.6875, + "logps/chosen": -816.0, + "logps/rejected": -3648.0, + "loss": 0.0013, "rewards/accuracies": 1.0, - "rewards/chosen": -3.34375, - "rewards/margins": 12.4375, - "rewards/rejected": -15.75, + "rewards/chosen": -3.390625, + "rewards/margins": 12.25, + "rewards/rejected": -15.625, "step": 2390 }, { "epoch": 2.513089005235602, - "grad_norm": 0.0070712892991022045, + "grad_norm": 0.015280863517852504, "learning_rate": 3.907487516763389e-06, - "logits/chosen": -13.5, - "logits/rejected": -9.9375, - "logps/chosen": -796.0, - "logps/rejected": -3808.0, - "loss": 0.0017, - "rewards/accuracies": 1.0, - "rewards/chosen": -3.328125, - "rewards/margins": 13.0625, - "rewards/rejected": -16.375, + "logits/chosen": -13.375, + "logits/rejected": -10.5, + "logps/chosen": -824.0, + "logps/rejected": -3792.0, + "loss": 0.0022, + "rewards/accuracies": 0.9937499761581421, + "rewards/chosen": -3.609375, + "rewards/margins": 12.6875, + "rewards/rejected": -16.25, "step": 2400 }, { "epoch": 2.513089005235602, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.3125, - "eval_logps/chosen": -660.0, - "eval_logps/rejected": -656.0, - "eval_loss": 1.0045312643051147, - "eval_rewards/accuracies": 0.51171875, - "eval_rewards/chosen": -3.421875, - "eval_rewards/margins": 0.24609375, - "eval_rewards/rejected": -3.671875, - "eval_runtime": 46.5818, - "eval_samples_per_second": 42.935, + "eval_logits/chosen": -13.3125, + "eval_logits/rejected": -13.0, + "eval_logps/chosen": -692.0, + "eval_logps/rejected": -680.0, + "eval_loss": 1.0449531078338623, + "eval_rewards/accuracies": 0.49609375, + "eval_rewards/chosen": -3.71875, + "eval_rewards/margins": 0.1953125, + "eval_rewards/rejected": -3.90625, + "eval_runtime": 46.6032, + "eval_samples_per_second": 42.916, "eval_steps_per_second": 0.687, "step": 2400 }, { "epoch": 2.5235602094240837, - "grad_norm": 0.051153708522702936, + "grad_norm": 0.011394438211547137, "learning_rate": 3.745515071340286e-06, - "logits/chosen": -13.4375, - "logits/rejected": -10.5, - "logps/chosen": -864.0, - "logps/rejected": -3696.0, - "loss": 0.0014, + "logits/chosen": -13.625, + "logits/rejected": -11.125, + "logps/chosen": -888.0, + "logps/rejected": -3664.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.40625, - "rewards/margins": 12.9375, - "rewards/rejected": -16.375, + "rewards/chosen": -3.65625, + "rewards/margins": 12.3125, + "rewards/rejected": -16.0, "step": 2410 }, { "epoch": 2.5340314136125652, - "grad_norm": 0.006987118197520675, + "grad_norm": 0.005963379985835373, "learning_rate": 3.586698932127236e-06, - "logits/chosen": -13.625, - "logits/rejected": -9.4375, - "logps/chosen": -800.0, - "logps/rejected": -3904.0, - "loss": 0.0008, + "logits/chosen": -13.6875, + "logits/rejected": -10.0625, + "logps/chosen": -840.0, + "logps/rejected": -3888.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.40625, - "rewards/margins": 13.0, - "rewards/rejected": -16.375, + "rewards/chosen": -3.796875, + "rewards/margins": 12.375, + "rewards/rejected": -16.25, "step": 2420 }, { "epoch": 2.5445026178010473, - "grad_norm": 0.02454198188363595, + "grad_norm": 0.019549430825252706, "learning_rate": 3.4310626834344744e-06, - "logits/chosen": -13.0625, - "logits/rejected": -9.5625, - "logps/chosen": -864.0, - "logps/rejected": -3616.0, - "loss": 0.008, - "rewards/accuracies": 0.9937499761581421, - "rewards/chosen": -3.28125, - "rewards/margins": 12.3125, - "rewards/rejected": -15.5625, + "logits/chosen": -13.3125, + "logits/rejected": -10.125, + "logps/chosen": -880.0, + "logps/rejected": -3600.0, + "loss": 0.0013, + "rewards/accuracies": 1.0, + "rewards/chosen": -3.46875, + "rewards/margins": 11.9375, + "rewards/rejected": -15.4375, "step": 2430 }, { "epoch": 2.554973821989529, - "grad_norm": 0.03616404967795384, + "grad_norm": 0.03411308812933091, "learning_rate": 3.2786294373562343e-06, - "logits/chosen": -13.625, - "logits/rejected": -9.8125, - "logps/chosen": -748.0, - "logps/rejected": -3744.0, - "loss": 0.0013, + "logits/chosen": -13.5, + "logits/rejected": -10.625, + "logps/chosen": -776.0, + "logps/rejected": -3728.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.21875, - "rewards/margins": 12.75, - "rewards/rejected": -16.0, + "rewards/chosen": -3.53125, + "rewards/margins": 12.3125, + "rewards/rejected": -15.875, "step": 2440 }, { "epoch": 2.5654450261780104, - "grad_norm": 0.018868867279177436, + "grad_norm": 0.018466467887488104, "learning_rate": 3.1294218303385526e-06, - "logits/chosen": -13.5625, - "logits/rejected": -9.9375, - "logps/chosen": -784.0, - "logps/rejected": -3744.0, - "loss": 0.0009, + "logits/chosen": -13.6875, + "logits/rejected": -10.5625, + "logps/chosen": -808.0, + "logps/rejected": -3776.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -3.34375, - "rewards/margins": 12.3125, - "rewards/rejected": -15.6875, + "rewards/chosen": -3.59375, + "rewards/margins": 12.375, + "rewards/rejected": -15.9375, "step": 2450 }, { "epoch": 2.5759162303664924, - "grad_norm": 0.09786363961612284, + "grad_norm": 0.004624965876436088, "learning_rate": 2.9834620198177483e-06, - "logits/chosen": -13.4375, - "logits/rejected": -9.5625, - "logps/chosen": -776.0, + "logits/chosen": -13.375, + "logits/rejected": -10.3125, + "logps/chosen": -812.0, "logps/rejected": -3744.0, - "loss": 0.0013, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.203125, - "rewards/margins": 12.5, + "rewards/chosen": -3.59375, + "rewards/margins": 12.1875, "rewards/rejected": -15.75, "step": 2460 }, { "epoch": 2.5863874345549736, - "grad_norm": 0.0425125160908712, + "grad_norm": 0.065610167737027, "learning_rate": 2.840771680930068e-06, - "logits/chosen": -13.125, - "logits/rejected": -9.75, - "logps/chosen": -796.0, - "logps/rejected": -3552.0, - "loss": 0.001, + "logits/chosen": -13.25, + "logits/rejected": -10.375, + "logps/chosen": -828.0, + "logps/rejected": -3584.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 12.3125, - "rewards/rejected": -15.625, + "rewards/chosen": -3.625, + "rewards/margins": 12.25, + "rewards/rejected": -15.875, "step": 2470 }, { "epoch": 2.5968586387434556, - "grad_norm": 0.016020161645640844, + "grad_norm": 0.015089549160948276, "learning_rate": 2.701372003292868e-06, - "logits/chosen": -13.5, - "logits/rejected": -9.75, - "logps/chosen": -800.0, - "logps/rejected": -3792.0, - "loss": 0.0006, + "logits/chosen": -13.625, + "logits/rejected": -10.375, + "logps/chosen": -824.0, + "logps/rejected": -3824.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.4375, - "rewards/margins": 12.375, - "rewards/rejected": -15.8125, + "rewards/chosen": -3.6875, + "rewards/margins": 12.4375, + "rewards/rejected": -16.125, "step": 2480 }, { "epoch": 2.607329842931937, - "grad_norm": 0.05485646786669231, + "grad_norm": 0.017436324470715074, "learning_rate": 2.56528368785795e-06, - "logits/chosen": -13.125, - "logits/rejected": -9.6875, - "logps/chosen": -808.0, - "logps/rejected": -3808.0, - "loss": 0.0015, + "logits/chosen": -13.25, + "logits/rejected": -10.3125, + "logps/chosen": -840.0, + "logps/rejected": -3840.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.375, + "rewards/chosen": -3.703125, "rewards/margins": 12.4375, - "rewards/rejected": -15.8125, + "rewards/rejected": -16.125, "step": 2490 }, { "epoch": 2.6178010471204187, - "grad_norm": 0.029447658857205895, + "grad_norm": 0.022946925319352728, "learning_rate": 2.432526943837471e-06, - "logits/chosen": -13.4375, - "logits/rejected": -9.875, - "logps/chosen": -720.0, + "logits/chosen": -13.1875, + "logits/rejected": -10.625, + "logps/chosen": -744.0, "logps/rejected": -3968.0, "loss": 0.0013, "rewards/accuracies": 1.0, - "rewards/chosen": -3.265625, - "rewards/margins": 13.5625, + "rewards/chosen": -3.515625, + "rewards/margins": 13.375, "rewards/rejected": -16.875, "step": 2500 }, { "epoch": 2.6178010471204187, - "eval_logits/chosen": -13.5625, - "eval_logits/rejected": -13.3125, - "eval_logps/chosen": -660.0, - "eval_logps/rejected": -656.0, - "eval_loss": 1.0018750429153442, - "eval_rewards/accuracies": 0.51171875, - "eval_rewards/chosen": -3.40625, - "eval_rewards/margins": 0.2431640625, - "eval_rewards/rejected": -3.65625, - "eval_runtime": 46.5655, - "eval_samples_per_second": 42.95, + "eval_logits/chosen": -13.25, + "eval_logits/rejected": -12.9375, + "eval_logps/chosen": -696.0, + "eval_logps/rejected": -684.0, + "eval_loss": 1.0499062538146973, + "eval_rewards/accuracies": 0.501953125, + "eval_rewards/chosen": -3.765625, + "eval_rewards/margins": 0.2080078125, + "eval_rewards/rejected": -3.96875, + "eval_runtime": 46.5994, + "eval_samples_per_second": 42.919, "eval_steps_per_second": 0.687, "step": 2500 }, { "epoch": 2.6282722513089007, - "grad_norm": 0.005800482150465527, + "grad_norm": 0.007284446731722391, "learning_rate": 2.3031214857028446e-06, "logits/chosen": -13.375, - "logits/rejected": -9.875, - "logps/chosen": -772.0, - "logps/rejected": -3728.0, - "loss": 0.002, + "logits/rejected": -10.5, + "logps/chosen": -808.0, + "logps/rejected": -3744.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.359375, - "rewards/margins": 12.375, - "rewards/rejected": -15.75, + "rewards/chosen": -3.734375, + "rewards/margins": 12.0625, + "rewards/rejected": -15.8125, "step": 2510 }, { "epoch": 2.6387434554973823, - "grad_norm": 0.013866432950815213, + "grad_norm": 0.007606983108438646, "learning_rate": 2.177086530257139e-06, - "logits/chosen": -13.5625, - "logits/rejected": -9.5625, - "logps/chosen": -752.0, - "logps/rejected": -3728.0, - "loss": 0.0007, + "logits/chosen": -13.625, + "logits/rejected": -10.125, + "logps/chosen": -776.0, + "logps/rejected": -3776.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -3.296875, - "rewards/margins": 12.4375, - "rewards/rejected": -15.75, + "rewards/chosen": -3.5625, + "rewards/margins": 12.5625, + "rewards/rejected": -16.125, "step": 2520 }, { "epoch": 2.649214659685864, - "grad_norm": 0.05500628156454972, + "grad_norm": 0.036126127718753606, "learning_rate": 2.054440793781354e-06, - "logits/chosen": -13.3125, - "logits/rejected": -9.8125, - "logps/chosen": -820.0, - "logps/rejected": -3776.0, - "loss": 0.0014, + "logits/chosen": -13.375, + "logits/rejected": -10.5625, + "logps/chosen": -848.0, + "logps/rejected": -3840.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.578125, - "rewards/margins": 12.4375, - "rewards/rejected": -16.0, + "rewards/chosen": -3.84375, + "rewards/margins": 12.75, + "rewards/rejected": -16.625, "step": 2530 }, { "epoch": 2.6596858638743455, - "grad_norm": 0.004091710513700706, + "grad_norm": 0.006594036638146291, "learning_rate": 1.9352024892550587e-06, - "logits/chosen": -13.5625, - "logits/rejected": -9.9375, - "logps/chosen": -812.0, - "logps/rejected": -3904.0, - "loss": 0.0019, + "logits/chosen": -13.6875, + "logits/rejected": -10.5625, + "logps/chosen": -844.0, + "logps/rejected": -3920.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.484375, - "rewards/margins": 12.875, - "rewards/rejected": -16.375, + "rewards/chosen": -3.828125, + "rewards/margins": 12.8125, + "rewards/rejected": -16.625, "step": 2540 }, { "epoch": 2.670157068062827, - "grad_norm": 0.6674184407955883, + "grad_norm": 0.33805006129163256, "learning_rate": 1.8193893236517379e-06, - "logits/chosen": -13.1875, - "logits/rejected": -9.875, - "logps/chosen": -772.0, - "logps/rejected": -3680.0, - "loss": 0.0037, + "logits/chosen": -13.0, + "logits/rejected": -10.4375, + "logps/chosen": -804.0, + "logps/rejected": -3712.0, + "loss": 0.0015, "rewards/accuracies": 1.0, - "rewards/chosen": -3.359375, - "rewards/margins": 12.5, - "rewards/rejected": -15.875, + "rewards/chosen": -3.6875, + "rewards/margins": 12.5625, + "rewards/rejected": -16.25, "step": 2550 }, { "epoch": 2.680628272251309, - "grad_norm": 0.01364424265323226, + "grad_norm": 0.01086983853481333, "learning_rate": 1.7070184953092956e-06, - "logits/chosen": -13.5, - "logits/rejected": -10.0, - "logps/chosen": -824.0, - "logps/rejected": -3664.0, - "loss": 0.001, + "logits/chosen": -13.4375, + "logits/rejected": -10.5, + "logps/chosen": -856.0, + "logps/rejected": -3696.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.390625, - "rewards/margins": 12.25, - "rewards/rejected": -15.625, + "rewards/chosen": -3.71875, + "rewards/margins": 12.3125, + "rewards/rejected": -16.0, "step": 2560 }, { "epoch": 2.6910994764397906, - "grad_norm": 0.046943393549352876, + "grad_norm": 0.023036521635480284, "learning_rate": 1.5981066913760918e-06, - "logits/chosen": -13.125, - "logits/rejected": -9.5, - "logps/chosen": -780.0, - "logps/rejected": -3584.0, - "loss": 0.0007, + "logits/chosen": -13.0625, + "logits/rejected": -9.875, + "logps/chosen": -816.0, + "logps/rejected": -3632.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -3.21875, - "rewards/margins": 11.875, - "rewards/rejected": -15.125, + "rewards/chosen": -3.5625, + "rewards/margins": 12.0, + "rewards/rejected": -15.625, "step": 2570 }, { "epoch": 2.701570680628272, - "grad_norm": 0.014697967818783861, + "grad_norm": 0.011260646237113996, "learning_rate": 1.492670085332884e-06, - "logits/chosen": -13.5625, - "logits/rejected": -9.6875, - "logps/chosen": -780.0, - "logps/rejected": -3680.0, - "loss": 0.0012, + "logits/chosen": -13.5, + "logits/rejected": -10.125, + "logps/chosen": -816.0, + "logps/rejected": -3728.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.375, - "rewards/margins": 12.25, - "rewards/rejected": -15.6875, + "rewards/chosen": -3.734375, + "rewards/margins": 12.3125, + "rewards/rejected": -16.0, "step": 2580 }, { "epoch": 2.712041884816754, - "grad_norm": 0.2009031898381944, + "grad_norm": 0.12588057986423667, "learning_rate": 1.3907243345910787e-06, "logits/chosen": -13.25, - "logits/rejected": -10.1875, - "logps/chosen": -796.0, - "logps/rejected": -3744.0, - "loss": 0.0014, + "logits/rejected": -10.8125, + "logps/chosen": -844.0, + "logps/rejected": -3776.0, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -3.3125, - "rewards/margins": 12.75, - "rewards/rejected": -16.0, + "rewards/chosen": -3.8125, + "rewards/margins": 12.5625, + "rewards/rejected": -16.375, "step": 2590 }, { "epoch": 2.7225130890052354, - "grad_norm": 0.0213273128699711, + "grad_norm": 0.027230290955720386, "learning_rate": 1.292284578167538e-06, - "logits/chosen": -13.375, - "logits/rejected": -10.0625, - "logps/chosen": -716.0, - "logps/rejected": -3808.0, - "loss": 0.0038, + "logits/chosen": -13.625, + "logits/rejected": -10.625, + "logps/chosen": -756.0, + "logps/rejected": -3824.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -3.15625, - "rewards/margins": 12.8125, - "rewards/rejected": -16.0, + "rewards/chosen": -3.578125, + "rewards/margins": 12.625, + "rewards/rejected": -16.25, "step": 2600 }, { "epoch": 2.7225130890052354, - "eval_logits/chosen": -13.625, - "eval_logits/rejected": -13.375, - "eval_logps/chosen": -660.0, - "eval_logps/rejected": -652.0, - "eval_loss": 1.0070937871932983, - "eval_rewards/accuracies": 0.505859375, - "eval_rewards/chosen": -3.40625, - "eval_rewards/margins": 0.2353515625, - "eval_rewards/rejected": -3.640625, - "eval_runtime": 46.5719, - "eval_samples_per_second": 42.944, + "eval_logits/chosen": -13.25, + "eval_logits/rejected": -12.9375, + "eval_logps/chosen": -696.0, + "eval_logps/rejected": -688.0, + "eval_loss": 1.0571562051773071, + "eval_rewards/accuracies": 0.49609375, + "eval_rewards/chosen": -3.78125, + "eval_rewards/margins": 0.2099609375, + "eval_rewards/rejected": -3.984375, + "eval_runtime": 46.5939, + "eval_samples_per_second": 42.924, "eval_steps_per_second": 0.687, "step": 2600 }, { "epoch": 2.7329842931937174, - "grad_norm": 0.028491461200941728, + "grad_norm": 0.032004474171721434, "learning_rate": 1.1973654344364925e-06, - "logits/chosen": -13.6875, - "logits/rejected": -9.9375, - "logps/chosen": -788.0, - "logps/rejected": -3696.0, - "loss": 0.0012, + "logits/chosen": -13.625, + "logits/rejected": -10.375, + "logps/chosen": -816.0, + "logps/rejected": -3728.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.234375, + "rewards/chosen": -3.53125, "rewards/margins": 12.25, - "rewards/rejected": -15.4375, + "rewards/rejected": -15.8125, "step": 2610 }, { "epoch": 2.743455497382199, - "grad_norm": 0.02339833657575842, + "grad_norm": 0.018529444258966386, "learning_rate": 1.1059809989586583e-06, "logits/chosen": -13.5625, - "logits/rejected": -10.125, - "logps/chosen": -728.0, - "logps/rejected": -3776.0, - "loss": 0.001, + "logits/rejected": -10.75, + "logps/chosen": -760.0, + "logps/rejected": -3840.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.140625, - "rewards/margins": 12.875, - "rewards/rejected": -16.0, + "rewards/chosen": -3.4375, + "rewards/margins": 13.125, + "rewards/rejected": -16.625, "step": 2620 }, { "epoch": 2.7539267015706805, - "grad_norm": 0.03392001247428998, + "grad_norm": 0.019937213094845092, "learning_rate": 1.018144842388044e-06, - "logits/chosen": -13.375, - "logits/rejected": -9.875, - "logps/chosen": -740.0, - "logps/rejected": -3776.0, - "loss": 0.0007, + "logits/chosen": -13.125, + "logits/rejected": -10.375, + "logps/chosen": -780.0, + "logps/rejected": -3824.0, + "loss": 0.0006, "rewards/accuracies": 1.0, - "rewards/chosen": -3.265625, - "rewards/margins": 12.5625, - "rewards/rejected": -15.875, + "rewards/chosen": -3.6875, + "rewards/margins": 12.625, + "rewards/rejected": -16.25, "step": 2630 }, { "epoch": 2.7643979057591626, - "grad_norm": 0.04739797262632349, + "grad_norm": 0.06258000332527579, "learning_rate": 9.338700084567109e-07, - "logits/chosen": -13.3125, - "logits/rejected": -9.9375, - "logps/chosen": -800.0, - "logps/rejected": -3824.0, - "loss": 0.0013, + "logits/chosen": -13.25, + "logits/rejected": -10.5625, + "logps/chosen": -840.0, + "logps/rejected": -3888.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.390625, - "rewards/margins": 12.875, - "rewards/rejected": -16.25, + "rewards/chosen": -3.796875, + "rewards/margins": 12.9375, + "rewards/rejected": -16.75, "step": 2640 }, { "epoch": 2.774869109947644, - "grad_norm": 0.06621260558475561, + "grad_norm": 0.046668411413204706, "learning_rate": 8.531690120377606e-07, - "logits/chosen": -13.5625, - "logits/rejected": -9.8125, - "logps/chosen": -808.0, - "logps/rejected": -3680.0, - "loss": 0.0017, + "logits/chosen": -13.5, + "logits/rejected": -10.1875, + "logps/chosen": -848.0, + "logps/rejected": -3696.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.125, - "rewards/margins": 13.0625, - "rewards/rejected": -16.125, + "rewards/chosen": -3.53125, + "rewards/margins": 12.8125, + "rewards/rejected": -16.375, "step": 2650 }, { "epoch": 2.7853403141361257, - "grad_norm": 0.019839730997041942, + "grad_norm": 0.06832244898536642, "learning_rate": 7.760538372868636e-07, - "logits/chosen": -13.625, - "logits/rejected": -10.125, - "logps/chosen": -704.0, - "logps/rejected": -3856.0, + "logits/chosen": -13.3125, + "logits/rejected": -10.6875, + "logps/chosen": -756.0, + "logps/rejected": -3888.0, "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 13.1875, - "rewards/rejected": -16.5, + "rewards/chosen": -3.796875, + "rewards/margins": 13.125, + "rewards/rejected": -17.0, "step": 2660 }, { "epoch": 2.7958115183246073, - "grad_norm": 0.01559260064244627, + "grad_norm": 0.01187703063364007, "learning_rate": 7.025359358626166e-07, - "logits/chosen": -13.75, - "logits/rejected": -10.1875, - "logps/chosen": -768.0, - "logps/rejected": -3744.0, - "loss": 0.0008, + "logits/chosen": -13.6875, + "logits/rejected": -10.875, + "logps/chosen": -800.0, + "logps/rejected": -3808.0, + "loss": 0.0005, "rewards/accuracies": 1.0, - "rewards/chosen": -3.375, - "rewards/margins": 12.6875, - "rewards/rejected": -16.125, + "rewards/chosen": -3.703125, + "rewards/margins": 13.125, + "rewards/rejected": -16.75, "step": 2670 }, - { - "epoch": 2.806282722513089, - "grad_norm": 0.01055973669572818, - "learning_rate": 6.326262252259463e-07, - "logits/chosen": -13.6875, - "logits/rejected": -10.25, - "logps/chosen": -824.0, - "logps/rejected": -3728.0, - "loss": 0.0012, + { + "epoch": 2.806282722513089, + "grad_norm": 0.05649059788785088, + "learning_rate": 6.326262252259463e-07, + "logits/chosen": -13.625, + "logits/rejected": -10.9375, + "logps/chosen": -860.0, + "logps/rejected": -3760.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 12.875, - "rewards/rejected": -16.125, + "rewards/chosen": -3.609375, + "rewards/margins": 12.9375, + "rewards/rejected": -16.625, "step": 2680 }, { "epoch": 2.816753926701571, - "grad_norm": 0.029388384625518307, + "grad_norm": 0.028528195853448034, "learning_rate": 5.66335087018871e-07, - "logits/chosen": -13.25, - "logits/rejected": -9.6875, - "logps/chosen": -844.0, - "logps/rejected": -3824.0, - "loss": 0.0009, + "logits/chosen": -12.9375, + "logits/rejected": -10.25, + "logps/chosen": -876.0, + "logps/rejected": -3888.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.46875, - "rewards/margins": 12.875, - "rewards/rejected": -16.375, + "rewards/chosen": -3.796875, + "rewards/margins": 13.125, + "rewards/rejected": -16.875, "step": 2690 }, { "epoch": 2.8272251308900525, - "grad_norm": 0.011543059380749308, + "grad_norm": 0.010474478856199, "learning_rate": 5.036723655228226e-07, - "logits/chosen": -13.375, - "logits/rejected": -9.5, - "logps/chosen": -792.0, - "logps/rejected": -3584.0, - "loss": 0.0009, + "logits/chosen": -13.4375, + "logits/rejected": -10.0, + "logps/chosen": -836.0, + "logps/rejected": -3680.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.34375, - "rewards/margins": 11.75, - "rewards/rejected": -15.0625, + "rewards/chosen": -3.78125, + "rewards/margins": 12.0625, + "rewards/rejected": -15.875, "step": 2700 }, { "epoch": 2.8272251308900525, - "eval_logits/chosen": -13.625, - "eval_logits/rejected": -13.375, - "eval_logps/chosen": -660.0, - "eval_logps/rejected": -652.0, - "eval_loss": 1.008218765258789, - "eval_rewards/accuracies": 0.509765625, - "eval_rewards/chosen": -3.40625, - "eval_rewards/margins": 0.236328125, - "eval_rewards/rejected": -3.640625, - "eval_runtime": 46.5936, - "eval_samples_per_second": 42.924, + "eval_logits/chosen": -13.25, + "eval_logits/rejected": -12.9375, + "eval_logps/chosen": -700.0, + "eval_logps/rejected": -692.0, + "eval_loss": 1.0599687099456787, + "eval_rewards/accuracies": 0.501953125, + "eval_rewards/chosen": -3.796875, + "eval_rewards/margins": 0.216796875, + "eval_rewards/rejected": -4.0, + "eval_runtime": 46.6103, + "eval_samples_per_second": 42.909, "eval_steps_per_second": 0.687, "step": 2700 }, { "epoch": 2.837696335078534, - "grad_norm": 0.027333554374588787, + "grad_norm": 0.012358960745641006, "learning_rate": 4.446473661967432e-07, - "logits/chosen": -13.5, - "logits/rejected": -10.0, - "logps/chosen": -812.0, - "logps/rejected": -3760.0, - "loss": 0.001, + "logits/chosen": -13.625, + "logits/rejected": -10.75, + "logps/chosen": -852.0, + "logps/rejected": -3808.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.453125, - "rewards/margins": 12.25, - "rewards/rejected": -15.75, + "rewards/chosen": -3.828125, + "rewards/margins": 12.3125, + "rewards/rejected": -16.125, "step": 2710 }, { "epoch": 2.8481675392670156, - "grad_norm": 0.015194606967890609, + "grad_norm": 0.016107187817336038, "learning_rate": 3.892688542952411e-07, - "logits/chosen": -13.625, - "logits/rejected": -9.6875, - "logps/chosen": -844.0, - "logps/rejected": -3744.0, - "loss": 0.0008, + "logits/chosen": -13.5625, + "logits/rejected": -10.1875, + "logps/chosen": -872.0, + "logps/rejected": -3792.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.40625, - "rewards/margins": 12.5625, - "rewards/rejected": -16.0, + "rewards/chosen": -3.6875, + "rewards/margins": 12.875, + "rewards/rejected": -16.5, "step": 2720 }, { "epoch": 2.858638743455497, - "grad_norm": 0.01950443993574235, + "grad_norm": 0.07607171066065449, "learning_rate": 3.3754505356694e-07, - "logits/chosen": -13.25, - "logits/rejected": -9.8125, - "logps/chosen": -780.0, - "logps/rejected": -3664.0, - "loss": 0.0008, + "logits/chosen": -13.125, + "logits/rejected": -10.3125, + "logps/chosen": -824.0, + "logps/rejected": -3712.0, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -3.1875, - "rewards/margins": 12.875, - "rewards/rejected": -16.125, + "rewards/chosen": -3.609375, + "rewards/margins": 13.0, + "rewards/rejected": -16.625, "step": 2730 }, { "epoch": 2.869109947643979, - "grad_norm": 0.022576475096029308, + "grad_norm": 0.02410118962312118, "learning_rate": 2.8948364503322276e-07, - "logits/chosen": -13.5625, - "logits/rejected": -9.75, - "logps/chosen": -856.0, - "logps/rejected": -3856.0, - "loss": 0.0014, + "logits/chosen": -13.9375, + "logits/rejected": -10.375, + "logps/chosen": -896.0, + "logps/rejected": -3904.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.484375, - "rewards/margins": 12.3125, - "rewards/rejected": -15.8125, + "rewards/chosen": -3.890625, + "rewards/margins": 12.375, + "rewards/rejected": -16.25, "step": 2740 }, { "epoch": 2.8795811518324608, - "grad_norm": 0.013850195199160394, + "grad_norm": 0.007956080044025019, "learning_rate": 2.4509176584762706e-07, - "logits/chosen": -13.5625, - "logits/rejected": -9.875, - "logps/chosen": -752.0, - "logps/rejected": -3680.0, - "loss": 0.0009, + "logits/chosen": -13.375, + "logits/rejected": -10.375, + "logps/chosen": -792.0, + "logps/rejected": -3728.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.21875, - "rewards/margins": 12.125, - "rewards/rejected": -15.375, + "rewards/chosen": -3.609375, + "rewards/margins": 12.1875, + "rewards/rejected": -15.8125, "step": 2750 }, { "epoch": 2.8900523560209423, - "grad_norm": 0.04347102184590706, + "grad_norm": 0.33030466704346784, "learning_rate": 2.0437600823595694e-07, "logits/chosen": -13.75, - "logits/rejected": -9.8125, - "logps/chosen": -808.0, - "logps/rejected": -3968.0, - "loss": 0.0007, + "logits/rejected": -10.5, + "logps/chosen": -836.0, + "logps/rejected": -4000.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.4375, - "rewards/margins": 13.25, - "rewards/rejected": -16.625, + "rewards/chosen": -3.703125, + "rewards/margins": 13.375, + "rewards/rejected": -17.0, "step": 2760 }, { "epoch": 2.900523560209424, - "grad_norm": 0.03540481134680033, + "grad_norm": 0.034380156740548166, "learning_rate": 1.6734241851733e-07, "logits/chosen": -13.5625, - "logits/rejected": -10.125, - "logps/chosen": -776.0, - "logps/rejected": -3680.0, - "loss": 0.0008, + "logits/rejected": -10.6875, + "logps/chosen": -812.0, + "logps/rejected": -3744.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.3125, - "rewards/margins": 12.625, - "rewards/rejected": -15.9375, + "rewards/chosen": -3.65625, + "rewards/margins": 12.75, + "rewards/rejected": -16.375, "step": 2770 }, { "epoch": 2.9109947643979055, - "grad_norm": 0.01574807485170882, + "grad_norm": 0.011547145623222973, "learning_rate": 1.339964962062984e-07, - "logits/chosen": -13.5625, - "logits/rejected": -9.9375, - "logps/chosen": -820.0, - "logps/rejected": -3840.0, - "loss": 0.001, + "logits/chosen": -13.6875, + "logits/rejected": -10.5625, + "logps/chosen": -868.0, + "logps/rejected": -3888.0, + "loss": 0.0011, "rewards/accuracies": 1.0, - "rewards/chosen": -3.453125, - "rewards/margins": 12.875, - "rewards/rejected": -16.375, + "rewards/chosen": -3.921875, + "rewards/margins": 13.0625, + "rewards/rejected": -17.0, "step": 2780 }, { "epoch": 2.9214659685863875, - "grad_norm": 0.03463690015275206, + "grad_norm": 0.013750248878304804, "learning_rate": 1.0434319319617136e-07, - "logits/chosen": -13.875, - "logits/rejected": -10.0, - "logps/chosen": -768.0, - "logps/rejected": -3696.0, - "loss": 0.0006, + "logits/chosen": -13.9375, + "logits/rejected": -10.4375, + "logps/chosen": -812.0, + "logps/rejected": -3744.0, + "loss": 0.001, "rewards/accuracies": 1.0, - "rewards/chosen": -3.265625, + "rewards/chosen": -3.671875, "rewards/margins": 12.5, - "rewards/rejected": -15.75, + "rewards/rejected": -16.125, "step": 2790 }, { "epoch": 2.931937172774869, - "grad_norm": 0.0080680306236487, + "grad_norm": 0.18045887484059875, "learning_rate": 7.838691302365363e-08, - "logits/chosen": -13.5, - "logits/rejected": -9.875, - "logps/chosen": -728.0, - "logps/rejected": -3728.0, - "loss": 0.0011, + "logits/chosen": -13.1875, + "logits/rejected": -10.5, + "logps/chosen": -764.0, + "logps/rejected": -3776.0, + "loss": 0.0012, "rewards/accuracies": 1.0, - "rewards/chosen": -3.296875, - "rewards/margins": 12.625, - "rewards/rejected": -15.9375, + "rewards/chosen": -3.640625, + "rewards/margins": 12.6875, + "rewards/rejected": -16.375, "step": 2800 }, { "epoch": 2.931937172774869, - "eval_logits/chosen": -13.625, - "eval_logits/rejected": -13.375, - "eval_logps/chosen": -660.0, - "eval_logps/rejected": -652.0, - "eval_loss": 1.0087811946868896, - "eval_rewards/accuracies": 0.5078125, - "eval_rewards/chosen": -3.40625, - "eval_rewards/margins": 0.2353515625, - "eval_rewards/rejected": -3.640625, - "eval_runtime": 46.5682, - "eval_samples_per_second": 42.948, + "eval_logits/chosen": -13.25, + "eval_logits/rejected": -12.9375, + "eval_logps/chosen": -700.0, + "eval_logps/rejected": -692.0, + "eval_loss": 1.0608750581741333, + "eval_rewards/accuracies": 0.5, + "eval_rewards/chosen": -3.796875, + "eval_rewards/margins": 0.21484375, + "eval_rewards/rejected": -4.0, + "eval_runtime": 46.6093, + "eval_samples_per_second": 42.91, "eval_steps_per_second": 0.687, "step": 2800 }, { "epoch": 2.9424083769633507, - "grad_norm": 0.022797110033489408, + "grad_norm": 0.019399222258025355, "learning_rate": 5.613151021490459e-08, - "logits/chosen": -13.75, - "logits/rejected": -10.0625, - "logps/chosen": -780.0, - "logps/rejected": -3728.0, - "loss": 0.0014, + "logits/chosen": -13.875, + "logits/rejected": -10.625, + "logps/chosen": -816.0, + "logps/rejected": -3760.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.40625, - "rewards/margins": 12.0, - "rewards/rejected": -15.4375, + "rewards/chosen": -3.78125, + "rewards/margins": 12.0625, + "rewards/rejected": -15.8125, "step": 2810 }, { "epoch": 2.9528795811518327, - "grad_norm": 0.012692747223129556, + "grad_norm": 0.016500443161887722, "learning_rate": 3.7580289713159965e-08, "logits/chosen": -13.625, - "logits/rejected": -9.6875, - "logps/chosen": -736.0, - "logps/rejected": -3792.0, - "loss": 0.0009, + "logits/rejected": -10.1875, + "logps/chosen": -776.0, + "logps/rejected": -3856.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.15625, - "rewards/margins": 12.6875, - "rewards/rejected": -15.8125, + "rewards/chosen": -3.5625, + "rewards/margins": 12.875, + "rewards/rejected": -16.5, "step": 2820 }, { "epoch": 2.9633507853403143, - "grad_norm": 1.7651805279527109, + "grad_norm": 0.12894158601097658, "learning_rate": 2.2736006387927277e-08, - "logits/chosen": -13.0625, - "logits/rejected": -9.9375, - "logps/chosen": -752.0, - "logps/rejected": -3584.0, - "loss": 0.0051, + "logits/chosen": -12.875, + "logits/rejected": -10.5625, + "logps/chosen": -796.0, + "logps/rejected": -3648.0, + "loss": 0.0008, "rewards/accuracies": 1.0, - "rewards/chosen": -3.28125, - "rewards/margins": 11.9375, - "rewards/rejected": -15.25, + "rewards/chosen": -3.703125, + "rewards/margins": 12.125, + "rewards/rejected": -15.8125, "step": 2830 }, { "epoch": 2.973821989528796, - "grad_norm": 0.04429116103492594, + "grad_norm": 0.05654352742444268, "learning_rate": 1.1600864625893604e-08, - "logits/chosen": -13.6875, - "logits/rejected": -9.9375, - "logps/chosen": -832.0, - "logps/rejected": -3760.0, - "loss": 0.0011, + "logits/chosen": -13.875, + "logits/rejected": -10.3125, + "logps/chosen": -880.0, + "logps/rejected": -3840.0, + "loss": 0.0009, "rewards/accuracies": 1.0, - "rewards/chosen": -3.265625, - "rewards/margins": 12.0, - "rewards/rejected": -15.3125, + "rewards/chosen": -3.75, + "rewards/margins": 12.3125, + "rewards/rejected": -16.0, "step": 2840 }, { "epoch": 2.9842931937172774, - "grad_norm": 0.011064137488642318, + "grad_norm": 0.009863553480644582, "learning_rate": 4.176518003573549e-09, "logits/chosen": -13.75, - "logits/rejected": -10.0, - "logps/chosen": -784.0, - "logps/rejected": -3712.0, - "loss": 0.0008, + "logits/rejected": -10.625, + "logps/chosen": -824.0, + "logps/rejected": -3776.0, + "loss": 0.0007, "rewards/accuracies": 1.0, - "rewards/chosen": -3.421875, - "rewards/margins": 12.1875, - "rewards/rejected": -15.625, + "rewards/chosen": -3.78125, + "rewards/margins": 12.4375, + "rewards/rejected": -16.25, "step": 2850 }, { "epoch": 2.994764397905759, - "grad_norm": 0.03583142898507438, + "grad_norm": 0.030090935222444017, "learning_rate": 4.640690417528903e-10, - "logits/chosen": -13.6875, - "logits/rejected": -10.5, - "logps/chosen": -740.0, - "logps/rejected": -3584.0, - "loss": 0.0018, + "logits/chosen": -13.75, + "logits/rejected": -11.25, + "logps/chosen": -776.0, + "logps/rejected": -3632.0, + "loss": 0.0017, "rewards/accuracies": 1.0, - "rewards/chosen": -3.09375, - "rewards/margins": 12.1875, - "rewards/rejected": -15.3125, + "rewards/chosen": -3.46875, + "rewards/margins": 12.375, + "rewards/rejected": -15.875, "step": 2860 }, { "epoch": 3.0, "step": 2865, "total_flos": 0.0, - "train_loss": 0.06583595570358879, - "train_runtime": 12397.8277, - "train_samples_per_second": 14.789, + "train_loss": 0.06693936966889477, + "train_runtime": 12411.6425, + "train_samples_per_second": 14.773, "train_steps_per_second": 0.231 } ],