diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -24,10 +24,10 @@ "completions/min_terminated_length": 212.0, "epoch": 0.0008954555630176853, "frac_reward_zero_std": 0.03125, - "grad_norm": 1.3225010711337324, - "kl": 0.05487060546875, + "grad_norm": 1.2952850427924405, + "kl": 0.0005941390991210938, "learning_rate": 0.0, - "loss": 0.0165, + "loss": 0.016, "num_tokens": 614764.0, "reward": 0.05976562947034836, "reward_std": 0.0456097275018692, @@ -52,10 +52,10 @@ "completions/min_terminated_length": 144.0, "epoch": 0.0017909111260353706, "frac_reward_zero_std": 0.03125, - "grad_norm": 1.1878297521431689, - "kl": 0.05389404296875, + "grad_norm": 1.1654835256642486, + "kl": 0.0006380081176757812, "learning_rate": 3.3333333333333335e-07, - "loss": 0.0218, + "loss": 0.0213, "num_tokens": 1251315.0, "reward": 0.06015624850988388, "reward_std": 0.04386558383703232, @@ -72,25 +72,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1771.0, - "completions/max_terminated_length": 1771.0, - "completions/mean_length": 641.310546875, - "completions/mean_terminated_length": 640.5048828125, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1898.0, + "completions/mean_length": 633.169921875, + "completions/mean_terminated_length": 630.4011840820312, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.002686366689053056, "frac_reward_zero_std": 0.0, - "grad_norm": 6.374360193421834, - "kl": 0.060302734375, + "grad_norm": 1.1432983033631348, + "kl": 0.0006580352783203125, "learning_rate": 6.666666666666667e-07, - "loss": 0.0187, - "num_tokens": 1906866.0, - "reward": 0.05839844048023224, - "reward_std": 0.04519660770893097, + "loss": 0.0288, + "num_tokens": 1902698.0, + "reward": 0.05878906697034836, + "reward_std": 0.04603128135204315, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.583984375, - "rewards/format_reward/std": 0.493378221988678, + "rewards/format_reward/mean": 0.587890625, + "rewards/format_reward/std": 0.49269601702690125, "step": 3 }, { @@ -99,26 +99,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1589.0, - "completions/mean_length": 641.28125, - "completions/mean_terminated_length": 630.2047119140625, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_terminated_length": 1800.0, + "completions/mean_length": 631.861328125, + "completions/mean_terminated_length": 629.0900268554688, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.003581822252070741, - "frac_reward_zero_std": 0.03125, - "grad_norm": 1.0358462731569396, - "kl": 0.0552978515625, + "frac_reward_zero_std": 0.0625, + "grad_norm": 0.8408256552350213, + "kl": 0.0007734298706054688, "learning_rate": 1.0000000000000002e-06, - "loss": 0.032, - "num_tokens": 2560530.0, - "reward": 0.06679687649011612, - "reward_std": 0.045152708888053894, + "loss": 0.0369, + "num_tokens": 2551539.0, + "reward": 0.07343749701976776, + "reward_std": 0.0411534309387207, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.66796875, - "rewards/format_reward/std": 0.47140273451805115, + "rewards/format_reward/mean": 0.734375, + "rewards/format_reward/std": 0.44209739565849304, "step": 4 }, { @@ -127,26 +127,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1533.0, - "completions/mean_length": 589.8203125, - "completions/mean_terminated_length": 586.9667358398438, - "completions/min_length": 225.0, - "completions/min_terminated_length": 225.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1767.0, + "completions/max_terminated_length": 1767.0, + "completions/mean_length": 579.943359375, + "completions/mean_terminated_length": 579.943359375, + "completions/min_length": 234.0, + "completions/min_terminated_length": 234.0, "epoch": 0.0044772778150884264, - "frac_reward_zero_std": 0.0625, - "grad_norm": 0.8048559127300979, - "kl": 0.05413818359375, + "frac_reward_zero_std": 0.21875, + "grad_norm": 0.5439705548720983, + "kl": 0.0013751983642578125, "learning_rate": 1.3333333333333334e-06, - "loss": 0.0198, - "num_tokens": 3145030.0, - "reward": 0.07988281548023224, - "reward_std": 0.03725838661193848, + "loss": 0.0314, + "num_tokens": 3130982.0, + "reward": 0.08925781399011612, + "reward_std": 0.026584036648273468, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.798828125, - "rewards/format_reward/std": 0.4012683033943176, + "rewards/format_reward/mean": 0.892578125, + "rewards/format_reward/std": 0.30995169281959534, "step": 5 }, { @@ -155,26 +155,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1625.0, - "completions/max_terminated_length": 1625.0, - "completions/mean_length": 602.583984375, - "completions/mean_terminated_length": 601.2994384765625, - "completions/min_length": 220.0, - "completions/min_terminated_length": 220.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1988.0, + "completions/mean_length": 599.826171875, + "completions/mean_terminated_length": 591.290771484375, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.005372733378106112, - "frac_reward_zero_std": 0.03125, - "grad_norm": 1.1964223192844583, - "kl": 0.0577392578125, + "frac_reward_zero_std": 0.28125, + "grad_norm": 0.35924800717698446, + "kl": 0.001567840576171875, "learning_rate": 1.6666666666666667e-06, - "loss": 0.0274, - "num_tokens": 3768913.0, - "reward": 0.087890625, - "reward_std": 0.03155777230858803, + "loss": 0.03, + "num_tokens": 3753453.0, + "reward": 0.08671875298023224, + "reward_std": 0.02724354714155197, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.87890625, - "rewards/format_reward/std": 0.3265552520751953, + "rewards/format_reward/mean": 0.8671875, + "rewards/format_reward/std": 0.33970388770103455, "step": 6 }, { @@ -183,26 +183,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1803.0, - "completions/max_terminated_length": 1803.0, - "completions/mean_length": 625.125, - "completions/mean_terminated_length": 625.125, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1959.0, + "completions/mean_length": 629.521484375, + "completions/mean_terminated_length": 626.74560546875, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.006268188941123797, - "frac_reward_zero_std": 0.4375, - "grad_norm": 0.3470545070077696, - "kl": 0.05816650390625, + "frac_reward_zero_std": 0.3125, + "grad_norm": 0.35624534475901054, + "kl": 0.00205230712890625, "learning_rate": 2.0000000000000003e-06, - "loss": 0.0427, - "num_tokens": 4486049.0, - "reward": 0.09316406399011612, - "reward_std": 0.018348829820752144, + "loss": 0.0283, + "num_tokens": 4472840.0, + "reward": 0.09335938096046448, + "reward_std": 0.0204335805028677, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.931640625, - "rewards/format_reward/std": 0.25260838866233826, + "rewards/format_reward/mean": 0.93359375, + "rewards/format_reward/std": 0.2492343932390213, "step": 7 }, { @@ -211,26 +211,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1970.0, - "completions/mean_length": 564.080078125, - "completions/mean_terminated_length": 561.1761474609375, - "completions/min_length": 145.0, - "completions/min_terminated_length": 145.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1685.0, + "completions/max_terminated_length": 1685.0, + "completions/mean_length": 544.69921875, + "completions/mean_terminated_length": 544.69921875, + "completions/min_length": 168.0, + "completions/min_terminated_length": 168.0, "epoch": 0.007163644504141482, "frac_reward_zero_std": 0.5, - "grad_norm": 0.31201491179112845, - "kl": 0.056396484375, + "grad_norm": 0.3450929543712783, + "kl": 0.00217437744140625, "learning_rate": 2.3333333333333336e-06, - "loss": 0.0299, - "num_tokens": 5086362.0, - "reward": 0.09589843451976776, - "reward_std": 0.013836899772286415, + "loss": 0.0152, + "num_tokens": 5063230.0, + "reward": 0.09531249105930328, + "reward_std": 0.014789125882089138, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.958984375, - "rewards/format_reward/std": 0.19852031767368317, + "rewards/format_reward/mean": 0.953125, + "rewards/format_reward/std": 0.21157780289649963, "step": 8 }, { @@ -239,26 +239,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1808.0, - "completions/mean_length": 541.20703125, - "completions/mean_terminated_length": 538.25830078125, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/max_terminated_length": 1935.0, + "completions/mean_length": 532.423828125, + "completions/mean_terminated_length": 526.4804077148438, + "completions/min_length": 158.0, + "completions/min_terminated_length": 158.0, "epoch": 0.008059100067159167, - "frac_reward_zero_std": 0.78125, - "grad_norm": 0.1881523338020528, - "kl": 0.0604248046875, + "frac_reward_zero_std": 0.90625, + "grad_norm": 0.1839405208353318, + "kl": 0.00618743896484375, "learning_rate": 2.666666666666667e-06, - "loss": 0.0108, - "num_tokens": 5656484.0, - "reward": 0.0986328125, - "reward_std": 0.00546875037252903, + "loss": 0.0253, + "num_tokens": 5628855.0, + "reward": 0.09921875596046448, + "reward_std": 0.0026298905722796917, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.986328125, - "rewards/format_reward/std": 0.1162383034825325, + "rewards/format_reward/mean": 0.9921875, + "rewards/format_reward/std": 0.08812850713729858, "step": 9 }, { @@ -267,26 +267,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1424.0, - "completions/mean_length": 522.45703125, - "completions/mean_terminated_length": 519.4716186523438, - "completions/min_length": 93.0, - "completions/min_terminated_length": 93.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1702.0, + "completions/max_terminated_length": 1702.0, + "completions/mean_length": 487.248046875, + "completions/mean_terminated_length": 487.248046875, + "completions/min_length": 97.0, + "completions/min_terminated_length": 97.0, "epoch": 0.008954555630176853, "frac_reward_zero_std": 0.9375, - "grad_norm": 0.10940100591695406, - "kl": 0.069091796875, + "grad_norm": 0.12236768536967425, + "kl": 0.0093231201171875, "learning_rate": 3e-06, - "loss": 0.0085, - "num_tokens": 6209150.0, - "reward": 0.09941406548023224, - "reward_std": 0.0018486406188458204, + "loss": -0.0057, + "num_tokens": 6163494.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 10 }, { @@ -295,26 +295,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1976.0, - "completions/mean_length": 568.38671875, - "completions/mean_terminated_length": 565.4912109375, - "completions/min_length": 146.0, - "completions/min_terminated_length": 146.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1580.0, + "completions/max_terminated_length": 1580.0, + "completions/mean_length": 545.07421875, + "completions/mean_terminated_length": 545.07421875, + "completions/min_length": 131.0, + "completions/min_terminated_length": 131.0, "epoch": 0.009850011193194537, - "frac_reward_zero_std": 0.875, - "grad_norm": 0.14514624791380354, - "kl": 0.0689697265625, + "frac_reward_zero_std": 0.90625, + "grad_norm": 0.12766105862016214, + "kl": 0.009033203125, "learning_rate": 3.3333333333333333e-06, - "loss": 0.0119, - "num_tokens": 6820596.0, - "reward": 0.09921875596046448, - "reward_std": 0.0031250000465661287, + "loss": -0.0035, + "num_tokens": 6763004.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.9921875, - "rewards/format_reward/std": 0.08812850713729858, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 11 }, { @@ -324,19 +324,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1487.0, - "completions/max_terminated_length": 1487.0, - "completions/mean_length": 470.0703125, - "completions/mean_terminated_length": 470.0703125, - "completions/min_length": 71.0, - "completions/min_terminated_length": 71.0, + "completions/max_length": 1583.0, + "completions/max_terminated_length": 1583.0, + "completions/mean_length": 458.548828125, + "completions/mean_terminated_length": 458.548828125, + "completions/min_length": 104.0, + "completions/min_terminated_length": 104.0, "epoch": 0.010745466756212223, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.09849439146568009, - "kl": 0.07958984375, + "grad_norm": 0.2226030448008434, + "kl": 0.012603759765625, "learning_rate": 3.6666666666666666e-06, - "loss": 0.0002, - "num_tokens": 7366488.0, + "loss": 0.0003, + "num_tokens": 7302997.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -352,25 +352,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1582.0, - "completions/max_terminated_length": 1582.0, - "completions/mean_length": 516.744140625, - "completions/mean_terminated_length": 516.744140625, - "completions/min_length": 182.0, - "completions/min_terminated_length": 182.0, + "completions/max_length": 1771.0, + "completions/max_terminated_length": 1771.0, + "completions/mean_length": 478.6875, + "completions/mean_terminated_length": 478.6875, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.011640922319229908, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.1514482044995211, - "kl": 0.079345703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.10169433318921767, + "kl": 0.0145111083984375, "learning_rate": 4.000000000000001e-06, - "loss": 0.0022, - "num_tokens": 7945893.0, - "reward": 0.09921874850988388, - "reward_std": 0.0026298905722796917, + "loss": -0.0032, + "num_tokens": 7862917.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.9921875, - "rewards/format_reward/std": 0.08812850713729858, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 13 }, { @@ -379,26 +379,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.703125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2021.0, - "completions/mean_length": 531.853515625, - "completions/mean_terminated_length": 528.886474609375, - "completions/min_length": 91.0, - "completions/min_terminated_length": 91.0, + "completions/max_terminated_length": 1984.0, + "completions/mean_length": 593.982421875, + "completions/mean_terminated_length": 537.9451904296875, + "completions/min_length": 179.0, + "completions/min_terminated_length": 179.0, "epoch": 0.012536377882247594, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.28626495216884457, - "kl": 0.1065673828125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.12608218316972675, + "kl": 0.034210205078125, "learning_rate": 4.333333333333334e-06, - "loss": -0.0048, - "num_tokens": 8573210.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0026, + "num_tokens": 8522044.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 14 }, { @@ -407,26 +407,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.5, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1480.0, - "completions/mean_length": 483.9921875, - "completions/mean_terminated_length": 480.0843505859375, - "completions/min_length": 124.0, - "completions/min_terminated_length": 124.0, + "completions/max_terminated_length": 2048.0, + "completions/mean_length": 627.28515625, + "completions/mean_terminated_length": 532.5708618164062, + "completions/min_length": 125.0, + "completions/min_terminated_length": 125.0, "epoch": 0.013431833445265278, - "frac_reward_zero_std": 0.84375, - "grad_norm": 0.31691147197037534, - "kl": 0.1241455078125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 15.775692571832229, + "kl": 0.079345703125, "learning_rate": 4.666666666666667e-06, - "loss": 0.019, - "num_tokens": 9140438.0, - "reward": 0.09843750298023224, - "reward_std": 0.004670868627727032, + "loss": 0.0104, + "num_tokens": 9162638.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.984375, - "rewards/format_reward/std": 0.12414088100194931, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 15 }, { @@ -435,26 +435,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 1855.0, - "completions/max_terminated_length": 1855.0, - "completions/mean_length": 519.79296875, - "completions/mean_terminated_length": 512.6004028320312, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/clipped_ratio": -6.546875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2002.0, + "completions/mean_length": 607.8515625, + "completions/mean_terminated_length": 526.5134887695312, + "completions/min_length": 125.0, + "completions/min_terminated_length": 125.0, "epoch": 0.014327289008282965, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.1648930734651514, - "kl": 0.158447265625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 18276.22528094759, + "kl": 717.5, "learning_rate": 5e-06, - "loss": 0.0016, - "num_tokens": 9731676.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 7.1764, + "num_tokens": 9798962.0, + "reward": 0.09941406548023224, + "reward_std": 0.0018486406188458204, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 16 }, { @@ -463,26 +463,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, + "completions/clipped_ratio": -6.5625, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2041.0, - "completions/mean_length": 504.20703125, - "completions/mean_terminated_length": 493.0751037597656, - "completions/min_length": 94.0, - "completions/min_terminated_length": 94.0, + "completions/max_terminated_length": 1943.0, + "completions/mean_length": 605.16015625, + "completions/mean_terminated_length": 522.7809448242188, + "completions/min_length": 46.0, + "completions/min_terminated_length": 46.0, "epoch": 0.015222744571300649, "frac_reward_zero_std": 0.96875, - "grad_norm": 1.4330453571845125, - "kl": 0.161865234375, + "grad_norm": 784.6537568296061, + "kl": 15.96484375, "learning_rate": 4.999952797253148e-06, - "loss": -0.0019, - "num_tokens": 10274966.0, - "reward": 0.099609375, - "reward_std": 0.0010673906654119492, + "loss": 0.1602, + "num_tokens": 10393940.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 17 }, { @@ -491,26 +491,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.796875, + "completions/clipped_ratio": -6.703125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2017.0, - "completions/mean_length": 615.103515625, - "completions/mean_terminated_length": 580.6132202148438, - "completions/min_length": 128.0, - "completions/min_terminated_length": 128.0, + "completions/max_terminated_length": 1984.0, + "completions/mean_length": 598.755859375, + "completions/mean_terminated_length": 543.7788696289062, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.016118200134318333, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1.110370207766606, - "kl": 0.204833984375, + "frac_reward_zero_std": 0.90625, + "grad_norm": 20.79955935344091, + "kl": 1.15966796875, "learning_rate": 4.9998111909931225e-06, - "loss": 0.002, - "num_tokens": 10932827.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0205, + "num_tokens": 11043431.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 18 }, { @@ -519,26 +519,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.65625, + "completions/clipped_ratio": -6.40625, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1965.0, - "completions/mean_length": 600.470703125, - "completions/mean_terminated_length": 537.7999877929688, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/max_terminated_length": 1975.0, + "completions/mean_length": 595.953125, + "completions/mean_terminated_length": 481.9282531738281, + "completions/min_length": 131.0, + "completions/min_terminated_length": 131.0, "epoch": 0.01701365569733602, - "frac_reward_zero_std": 0.875, - "grad_norm": 0.4145181105492008, - "kl": 0.245361328125, + "frac_reward_zero_std": 0.90625, + "grad_norm": 30.502487683490465, + "kl": 4.1640625, "learning_rate": 4.999575187161439e-06, - "loss": 0.0078, - "num_tokens": 11526668.0, - "reward": 0.09921875596046448, - "reward_std": 0.0031250000465661287, + "loss": 0.0478, + "num_tokens": 11634959.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.9921875, - "rewards/format_reward/std": 0.08812850713729858, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 19 }, { @@ -547,26 +547,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, + "completions/clipped_ratio": -6.078125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2014.0, - "completions/mean_length": 584.4921875, - "completions/mean_terminated_length": 549.3680419921875, - "completions/min_length": 156.0, - "completions/min_terminated_length": 156.0, + "completions/max_terminated_length": 2045.0, + "completions/mean_length": 666.94140625, + "completions/mean_terminated_length": 487.06842041015625, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.017909111260353706, - "frac_reward_zero_std": 0.9375, - "grad_norm": 1.2229303856627542, - "kl": 0.143310546875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 9.128603733807386, + "kl": 1.1630859375, "learning_rate": 4.9992447956603455e-06, - "loss": -0.0046, - "num_tokens": 12119544.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0073, + "num_tokens": 12270049.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 20 }, { @@ -575,26 +575,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -5.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1949.0, - "completions/mean_length": 480.513671875, - "completions/mean_terminated_length": 471.2750549316406, - "completions/min_length": 108.0, - "completions/min_terminated_length": 108.0, + "completions/max_terminated_length": 1939.0, + "completions/mean_length": 685.447265625, + "completions/mean_terminated_length": 487.8009033203125, + "completions/min_length": 102.0, + "completions/min_terminated_length": 102.0, "epoch": 0.01880456682337139, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.10797165131936656, - "kl": 0.093505859375, + "frac_reward_zero_std": 0.90625, + "grad_norm": 2.0053797855307804, + "kl": 0.22998046875, "learning_rate": 4.998820030352409e-06, - "loss": 0.0073, - "num_tokens": 12646255.0, - "reward": 0.099609375, - "reward_std": 0.0010673906654119492, + "loss": -0.0081, + "num_tokens": 12901686.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 21 }, { @@ -603,26 +603,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.265625, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1508.0, - "completions/mean_length": 522.076171875, - "completions/mean_terminated_length": 513.08251953125, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/max_terminated_length": 2000.0, + "completions/mean_length": 641.787109375, + "completions/mean_terminated_length": 501.0129089355469, + "completions/min_length": 130.0, + "completions/min_terminated_length": 130.0, "epoch": 0.019700022386389075, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.1267456048768045, - "kl": 0.0908203125, + "frac_reward_zero_std": 0.875, + "grad_norm": 12.479987888813367, + "kl": 0.74072265625, "learning_rate": 4.998300909059929e-06, - "loss": 0.0084, - "num_tokens": 13210582.0, - "reward": 0.099609375, - "reward_std": 0.0010673906654119492, + "loss": 0.034, + "num_tokens": 13527305.0, + "reward": 0.09921875596046448, + "reward_std": 0.0031250000465661287, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.9921875, + "rewards/format_reward/std": 0.08812850713729858, "step": 22 }, { @@ -631,26 +631,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.65625, + "completions/clipped_ratio": -6.375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1926.0, - "completions/mean_length": 593.544921875, - "completions/mean_terminated_length": 528.2428588867188, - "completions/min_length": 108.0, - "completions/min_terminated_length": 108.0, + "completions/max_terminated_length": 1882.0, + "completions/mean_length": 565.125, + "completions/mean_terminated_length": 445.1525573730469, + "completions/min_length": 79.0, + "completions/min_terminated_length": 79.0, "epoch": 0.02059547794940676, - "frac_reward_zero_std": 0.5625, - "grad_norm": 3.0222232303189247, - "kl": 0.0986328125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 6.963355920650139, + "kl": 0.6787109375, "learning_rate": 4.997687453564198e-06, - "loss": 0.0604, - "num_tokens": 13784925.0, - "reward": 0.09121093899011612, - "reward_std": 0.015414923429489136, + "loss": 0.0195, + "num_tokens": 14087097.0, + "reward": 0.09941406548023224, + "reward_std": 0.0018486406188458204, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.912109375, - "rewards/format_reward/std": 0.2834126651287079, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 23 }, { @@ -659,20 +659,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, + "completions/clipped_ratio": -6.640625, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1936.0, - "completions/mean_length": 547.720703125, - "completions/mean_terminated_length": 526.9247436523438, - "completions/min_length": 133.0, - "completions/min_terminated_length": 133.0, + "completions/max_terminated_length": 2022.0, + "completions/mean_length": 528.884765625, + "completions/mean_terminated_length": 466.11041259765625, + "completions/min_length": 123.0, + "completions/min_terminated_length": 123.0, "epoch": 0.021490933512424447, "frac_reward_zero_std": 1.0, - "grad_norm": 0.12835045627092287, - "kl": 0.0906982421875, + "grad_norm": 0.23487749119933354, + "kl": 0.29736328125, "learning_rate": 4.9969796896045775e-06, - "loss": 0.0009, - "num_tokens": 14418606.0, + "loss": 0.003, + "num_tokens": 14711134.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -687,26 +687,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.796875, + "completions/clipped_ratio": -6.84375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1878.0, - "completions/mean_length": 543.8203125, - "completions/mean_terminated_length": 504.6332702636719, - "completions/min_length": 104.0, - "completions/min_terminated_length": 104.0, + "completions/max_terminated_length": 1501.0, + "completions/mean_length": 411.025390625, + "completions/mean_terminated_length": 393.637451171875, + "completions/min_length": 123.0, + "completions/min_terminated_length": 123.0, "epoch": 0.02238638907544213, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.035870702477187856, - "kl": 0.091064453125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 7.283851009962948, + "kl": 0.1751708984375, "learning_rate": 4.996177646877426e-06, - "loss": 0.0009, - "num_tokens": 14964642.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0117, + "num_tokens": 15189179.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 25 }, { @@ -715,26 +715,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.6875, + "completions/clipped_ratio": -6.78125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1726.0, - "completions/mean_length": 569.7109375, - "completions/mean_terminated_length": 509.61785888671875, - "completions/min_length": 146.0, - "completions/min_terminated_length": 146.0, + "completions/max_terminated_length": 1775.0, + "completions/mean_length": 471.109375, + "completions/mean_terminated_length": 441.7851257324219, + "completions/min_length": 131.0, + "completions/min_terminated_length": 131.0, "epoch": 0.023281844638459816, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.06374825486217874, - "kl": 0.0888671875, + "frac_reward_zero_std": 0.90625, + "grad_norm": 0.595269313741645, + "kl": 0.2216796875, "learning_rate": 4.995281359034851e-06, - "loss": 0.0009, - "num_tokens": 15560446.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0083, + "num_tokens": 15734499.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 26 }, { @@ -743,26 +743,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.5625, + "completions/clipped_ratio": -6.859375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2001.0, - "completions/mean_length": 578.88671875, - "completions/mean_terminated_length": 493.89666748046875, - "completions/min_length": 122.0, - "completions/min_terminated_length": 122.0, + "completions/max_terminated_length": 926.0, + "completions/mean_length": 366.5703125, + "completions/mean_terminated_length": 358.7117004394531, + "completions/min_length": 68.0, + "completions/min_terminated_length": 68.0, "epoch": 0.0241773002014775, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.04349623576785538, - "kl": 0.08447265625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 3.211143343202539, + "kl": 0.07269287109375, "learning_rate": 4.994290863683296e-06, - "loss": 0.0008, - "num_tokens": 16127044.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0146, + "num_tokens": 16192391.0, + "reward": 0.09941406548023224, + "reward_std": 0.0018486406188458204, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 27 }, { @@ -771,26 +771,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.515625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 2029.0, - "completions/mean_length": 635.462890625, - "completions/mean_terminated_length": 544.4262084960938, - "completions/min_length": 134.0, - "completions/min_terminated_length": 134.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 1249.0, + "completions/max_terminated_length": 1249.0, + "completions/mean_length": 425.619140625, + "completions/mean_terminated_length": 424.0589599609375, + "completions/min_length": 74.0, + "completions/min_terminated_length": 74.0, "epoch": 0.025072755764495188, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.10869987782546223, - "kl": 0.0858154296875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.041783599036276396, + "kl": 0.03924560546875, "learning_rate": 4.99320620238196e-06, - "loss": 0.0015, - "num_tokens": 16737169.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0004, + "num_tokens": 16695076.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 28 }, { @@ -799,20 +799,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.828125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1984.0, - "completions/mean_length": 549.55859375, - "completions/mean_terminated_length": 516.65869140625, - "completions/min_length": 150.0, - "completions/min_terminated_length": 150.0, + "completions/max_terminated_length": 1408.0, + "completions/mean_length": 464.380859375, + "completions/mean_terminated_length": 461.28179931640625, + "completions/min_length": 79.0, + "completions/min_terminated_length": 79.0, "epoch": 0.025968211327512872, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.060121213159789126, - "kl": 0.0743408203125, + "grad_norm": 0.07454353504766084, + "kl": 0.02850341796875, "learning_rate": 4.99202742064106e-06, - "loss": 0.0017, - "num_tokens": 17372495.0, + "loss": 0.0192, + "num_tokens": 17286791.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -827,26 +827,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1435.0, - "completions/mean_length": 512.666015625, - "completions/mean_terminated_length": 494.4604797363281, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1740.0, + "completions/max_terminated_length": 1740.0, + "completions/mean_length": 448.654296875, + "completions/mean_terminated_length": 448.654296875, + "completions/min_length": 63.0, + "completions/min_terminated_length": 63.0, "epoch": 0.026863666890530557, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08729934209278342, - "kl": 0.0672607421875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.022840042186935416, + "kl": 0.025787353515625, "learning_rate": 4.990754567919917e-06, - "loss": 0.0012, - "num_tokens": 17937572.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0003, + "num_tokens": 17819094.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 30 }, { @@ -856,19 +856,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1663.0, - "completions/max_terminated_length": 1663.0, - "completions/mean_length": 490.388671875, - "completions/mean_terminated_length": 490.388671875, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/max_length": 1376.0, + "completions/max_terminated_length": 1376.0, + "completions/mean_length": 435.240234375, + "completions/mean_terminated_length": 435.240234375, + "completions/min_length": 69.0, + "completions/min_terminated_length": 69.0, "epoch": 0.02775912245354824, "frac_reward_zero_std": 1.0, - "grad_norm": 0.014912187748278594, - "kl": 0.065185546875, + "grad_norm": 0.0201442073656093, + "kl": 0.023193359375, "learning_rate": 4.989387697624881e-06, - "loss": 0.0007, - "num_tokens": 18491403.0, + "loss": 0.0002, + "num_tokens": 18344689.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -883,26 +883,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1426.0, - "completions/mean_length": 563.92578125, - "completions/mean_terminated_length": 561.0215454101562, - "completions/min_length": 135.0, - "completions/min_terminated_length": 135.0, + "completions/max_terminated_length": 1879.0, + "completions/mean_length": 529.171875, + "completions/mean_terminated_length": 524.1078491210938, + "completions/min_length": 130.0, + "completions/min_terminated_length": 130.0, "epoch": 0.02865457801656593, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.10732893682943874, - "kl": 0.069091796875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 11726.835967429213, + "kl": 544.0148620605469, "learning_rate": 4.987926867107095e-06, - "loss": 0.0117, - "num_tokens": 19124901.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 5.464, + "num_tokens": 18960393.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 32 }, { @@ -911,20 +911,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1379.0, - "completions/max_terminated_length": 1379.0, - "completions/mean_length": 527.953125, - "completions/mean_terminated_length": 527.953125, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 1324.0, + "completions/max_terminated_length": 1324.0, + "completions/mean_length": 500.341796875, + "completions/mean_terminated_length": 497.57257080078125, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.029550033579583614, "frac_reward_zero_std": 1.0, - "grad_norm": 0.013880347239008294, - "kl": 0.0657958984375, + "grad_norm": 4.4073495095910635, + "kl": 0.8916015625, "learning_rate": 4.986372137660078e-06, - "loss": 0.0007, - "num_tokens": 19712285.0, + "loss": 0.0089, + "num_tokens": 19533640.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -939,26 +939,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1420.0, - "completions/max_terminated_length": 1420.0, - "completions/mean_length": 478.341796875, - "completions/mean_terminated_length": 478.341796875, - "completions/min_length": 191.0, - "completions/min_terminated_length": 191.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1168.0, + "completions/max_terminated_length": 1168.0, + "completions/mean_length": 430.51953125, + "completions/mean_terminated_length": 429.8884582519531, + "completions/min_length": 83.0, + "completions/min_terminated_length": 83.0, "epoch": 0.030445489142601298, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.11245191546489028, - "kl": 0.06451416015625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.09236567784912826, + "kl": 0.028533935546875, "learning_rate": 4.984723574517165e-06, - "loss": 0.0043, - "num_tokens": 20235964.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": -0.0062, + "num_tokens": 20032834.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 34 }, { @@ -967,26 +967,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1743.0, - "completions/max_terminated_length": 1743.0, - "completions/mean_length": 538.541015625, - "completions/mean_terminated_length": 538.541015625, - "completions/min_length": 199.0, - "completions/min_terminated_length": 199.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1237.0, + "completions/max_terminated_length": 1237.0, + "completions/mean_length": 499.416015625, + "completions/mean_terminated_length": 498.78277587890625, + "completions/min_length": 159.0, + "completions/min_terminated_length": 159.0, "epoch": 0.03134094470561898, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.10103218237797797, - "kl": 0.0614013671875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.01651332440268518, + "kl": 0.02386474609375, "learning_rate": 4.9829812468487655e-06, - "loss": -0.0031, - "num_tokens": 20831809.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0002, + "num_tokens": 20608647.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 35 }, { @@ -995,26 +995,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.765625, - "completions/max_length": 1589.0, - "completions/max_terminated_length": 1589.0, - "completions/mean_length": 534.1484375, - "completions/mean_terminated_length": 521.9295654296875, - "completions/min_length": 217.0, - "completions/min_terminated_length": 217.0, + "completions/clipped_ratio": -6.734375, + "completions/max_length": 1281.0, + "completions/max_terminated_length": 1281.0, + "completions/mean_length": 500.65234375, + "completions/mean_terminated_length": 480.89093017578125, + "completions/min_length": 141.0, + "completions/min_terminated_length": 141.0, "epoch": 0.03223640026863667, "frac_reward_zero_std": 0.96875, - "grad_norm": 20.200206186476855, - "kl": 2.783203125, + "grad_norm": 2529.782303345979, + "kl": 48.9375, "learning_rate": 4.981145227759457e-06, - "loss": 0.0329, - "num_tokens": 21423245.0, - "reward": 0.09707031399011612, - "reward_std": 0.0007812500116415322, + "loss": 0.5007, + "num_tokens": 21182933.0, + "reward": 0.09726563096046448, + "reward_std": 0.0010673906654119492, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.970703125, - "rewards/format_reward/std": 0.16880230605602264, + "rewards/format_reward/mean": 0.97265625, + "rewards/format_reward/std": 0.16324250400066376, "step": 36 }, { @@ -1023,20 +1023,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1672.0, - "completions/max_terminated_length": 1672.0, - "completions/mean_length": 572.818359375, - "completions/mean_terminated_length": 571.872802734375, - "completions/min_length": 176.0, - "completions/min_terminated_length": 176.0, + "completions/clipped_ratio": -6.90625, + "completions/max_length": 1611.0, + "completions/max_terminated_length": 1611.0, + "completions/mean_length": 537.484375, + "completions/mean_terminated_length": 530.6324462890625, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.03313185583165435, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.6440547223266587, - "kl": 0.12445068359375, + "grad_norm": 2.4928540218102038, + "kl": 0.14483642578125, "learning_rate": 4.979215594284924e-06, - "loss": 0.0065, - "num_tokens": 22021680.0, + "loss": 0.0115, + "num_tokens": 21763277.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -1051,26 +1051,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1848.0, - "completions/max_terminated_length": 1848.0, - "completions/mean_length": 580.0234375, - "completions/mean_terminated_length": 580.0234375, - "completions/min_length": 199.0, - "completions/min_terminated_length": 199.0, + "completions/clipped_ratio": -6.90625, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1866.0, + "completions/mean_length": 540.787109375, + "completions/mean_terminated_length": 532.1146240234375, + "completions/min_length": 148.0, + "completions/min_terminated_length": 148.0, "epoch": 0.03402731139467204, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.058757743235516635, - "kl": 0.06072998046875, + "frac_reward_zero_std": 0.90625, + "grad_norm": 1.980183337733373, + "kl": 0.057220458984375, "learning_rate": 4.977192427388722e-06, - "loss": 0.0025, - "num_tokens": 22643772.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0236, + "num_tokens": 22365280.0, + "reward": 0.09785156697034836, + "reward_std": 0.00316358613781631, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.978515625, + "rewards/format_reward/std": 0.14513419568538666, "step": 38 }, { @@ -1080,19 +1080,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1413.0, - "completions/max_terminated_length": 1413.0, - "completions/mean_length": 548.609375, - "completions/mean_terminated_length": 548.609375, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/max_length": 1825.0, + "completions/max_terminated_length": 1825.0, + "completions/mean_length": 511.64453125, + "completions/mean_terminated_length": 511.64453125, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.03492276695768973, "frac_reward_zero_std": 1.0, - "grad_norm": 0.012598270654231074, - "kl": 0.058837890625, + "grad_norm": 0.018814791012791984, + "kl": 0.019622802734375, "learning_rate": 4.9750758119588824e-06, - "loss": 0.0006, - "num_tokens": 23225860.0, + "loss": 0.0002, + "num_tokens": 22928442.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -1107,26 +1107,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1677.0, - "completions/max_terminated_length": 1677.0, - "completions/mean_length": 580.900390625, - "completions/mean_terminated_length": 580.900390625, - "completions/min_length": 237.0, - "completions/min_terminated_length": 237.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1528.0, + "completions/mean_length": 538.15625, + "completions/mean_terminated_length": 533.9725952148438, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.03581822252070741, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.012729652253403266, - "kl": 0.05987548828125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09930995271707406, + "kl": 0.02301025390625, "learning_rate": 4.972865836804349e-06, - "loss": 0.0006, - "num_tokens": 23813585.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0122, + "num_tokens": 23494282.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 40 }, { @@ -1135,26 +1135,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1436.0, - "completions/max_terminated_length": 1436.0, - "completions/mean_length": 509.9296875, - "completions/mean_terminated_length": 509.9296875, - "completions/min_length": 200.0, - "completions/min_terminated_length": 200.0, + "completions/clipped_ratio": -6.90625, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1301.0, + "completions/mean_length": 460.962890625, + "completions/mean_terminated_length": 452.0592956542969, + "completions/min_length": 130.0, + "completions/min_terminated_length": 130.0, "epoch": 0.036713678083725096, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07495467584140274, - "kl": 0.05712890625, + "frac_reward_zero_std": 1.0, + "grad_norm": 41.394496617699204, + "kl": 6.682464599609375, "learning_rate": 4.970562594651254e-06, - "loss": 0.0019, - "num_tokens": 24347917.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0667, + "num_tokens": 24003543.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 41 }, { @@ -1163,20 +1163,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1801.0, - "completions/max_terminated_length": 1801.0, - "completions/mean_length": 552.830078125, - "completions/mean_terminated_length": 552.830078125, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1939.0, + "completions/mean_length": 475.712890625, + "completions/mean_terminated_length": 466.44598388671875, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.03760913364674278, "frac_reward_zero_std": 1.0, - "grad_norm": 0.014256239329774286, - "kl": 0.05963134765625, + "grad_norm": 24.391100211271684, + "kl": 1.68402099609375, "learning_rate": 4.968166182139026e-06, - "loss": 0.0006, - "num_tokens": 24958934.0, + "loss": 0.0169, + "num_tokens": 24575076.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -1191,20 +1191,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1480.0, - "completions/max_terminated_length": 1480.0, - "completions/mean_length": 481.08984375, - "completions/mean_terminated_length": 481.08984375, - "completions/min_length": 150.0, - "completions/min_terminated_length": 150.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1772.0, + "completions/mean_length": 434.248046875, + "completions/mean_terminated_length": 429.7013854980469, + "completions/min_length": 79.0, + "completions/min_terminated_length": 79.0, "epoch": 0.038504589209760465, "frac_reward_zero_std": 1.0, - "grad_norm": 0.012410355612420237, - "kl": 0.06182861328125, + "grad_norm": 0.5910587074093245, + "kl": 0.1524658203125, "learning_rate": 4.9656766998163306e-06, - "loss": 0.0006, - "num_tokens": 25469028.0, + "loss": 0.0015, + "num_tokens": 25061187.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -1219,26 +1219,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.9375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1624.0, - "completions/mean_length": 538.57421875, - "completions/mean_terminated_length": 533.486328125, - "completions/min_length": 151.0, - "completions/min_terminated_length": 151.0, + "completions/max_terminated_length": 2036.0, + "completions/mean_length": 470.498046875, + "completions/mean_terminated_length": 464.6909484863281, + "completions/min_length": 142.0, + "completions/min_terminated_length": 142.0, "epoch": 0.03940004477277815, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.11410330840934924, - "kl": 0.081298828125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.14956360476131622, + "kl": 0.06591796875, "learning_rate": 4.963094252136865e-06, - "loss": 0.0112, - "num_tokens": 26044170.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0007, + "num_tokens": 25601474.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 44 }, { @@ -1247,26 +1247,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1548.0, - "completions/max_terminated_length": 1548.0, - "completions/mean_length": 526.244140625, - "completions/mean_terminated_length": 526.244140625, - "completions/min_length": 167.0, - "completions/min_terminated_length": 167.0, + "completions/clipped_ratio": -6.78125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1885.0, + "completions/mean_length": 506.697265625, + "completions/mean_terminated_length": 471.13250732421875, + "completions/min_length": 103.0, + "completions/min_terminated_length": 103.0, "epoch": 0.040295500335795834, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.008982764516293115, - "kl": 0.06011962890625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 16.11234098312743, + "kl": 1.211181640625, "learning_rate": 4.960418947454958e-06, - "loss": 0.0006, - "num_tokens": 26641527.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0129, + "num_tokens": 26188823.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 45 }, { @@ -1275,20 +1275,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1526.0, - "completions/max_terminated_length": 1526.0, - "completions/mean_length": 545.90234375, - "completions/mean_terminated_length": 545.90234375, - "completions/min_length": 167.0, - "completions/min_terminated_length": 167.0, + "completions/clipped_ratio": -6.890625, + "completions/max_length": 1863.0, + "completions/max_terminated_length": 1863.0, + "completions/mean_length": 490.3203125, + "completions/mean_terminated_length": 479.1208190917969, + "completions/min_length": 102.0, + "completions/min_terminated_length": 102.0, "epoch": 0.04119095589881352, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011841241698184731, - "kl": 0.0606689453125, + "grad_norm": 0.9840541759000635, + "kl": 0.1519775390625, "learning_rate": 4.957650898021038e-06, - "loss": 0.0006, - "num_tokens": 27219845.0, + "loss": 0.0015, + "num_tokens": 26738683.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -1305,24 +1305,24 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1706.0, - "completions/mean_length": 566.806640625, - "completions/mean_terminated_length": 563.9080200195312, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/max_terminated_length": 1553.0, + "completions/mean_length": 475.044921875, + "completions/mean_terminated_length": 471.96673583984375, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.04208641146183121, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.11052168377753285, - "kl": 0.0595703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.01990518206423815, + "kl": 0.032440185546875, "learning_rate": 4.954790219976915e-06, - "loss": 0.0108, - "num_tokens": 27821794.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0003, + "num_tokens": 27293650.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 47 }, { @@ -1331,26 +1331,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, + "completions/clipped_ratio": -6.859375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1283.0, - "completions/mean_length": 598.818359375, - "completions/mean_terminated_length": 588.4580078125, - "completions/min_length": 240.0, - "completions/min_terminated_length": 240.0, + "completions/max_terminated_length": 1737.0, + "completions/mean_length": 533.146484375, + "completions/mean_terminated_length": 514.7256469726562, + "completions/min_length": 142.0, + "completions/min_terminated_length": 142.0, "epoch": 0.042981867024848894, - "frac_reward_zero_std": 0.875, - "grad_norm": 3.73818212098571, - "kl": 0.09808349609375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 7.314941473605262, + "kl": 0.32373046875, "learning_rate": 4.95183703335091e-06, - "loss": 0.0196, - "num_tokens": 28483477.0, - "reward": 0.09726563096046448, - "reward_std": 0.003839729819446802, + "loss": 0.0205, + "num_tokens": 27921709.0, + "reward": 0.09941406548023224, + "reward_std": 0.0018486406188458204, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.97265625, - "rewards/format_reward/std": 0.16324250400066376, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 48 }, { @@ -1359,26 +1359,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.90625, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1792.0, - "completions/mean_length": 584.134765625, - "completions/mean_terminated_length": 581.2700805664062, - "completions/min_length": 257.0, - "completions/min_terminated_length": 257.0, + "completions/max_terminated_length": 1629.0, + "completions/mean_length": 502.583984375, + "completions/mean_terminated_length": 488.8458557128906, + "completions/min_length": 141.0, + "completions/min_terminated_length": 141.0, "epoch": 0.04387732258786658, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.009853203927592551, - "kl": 0.05950927734375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 4.053172103770152, + "kl": 0.665435791015625, "learning_rate": 4.948791462052819e-06, - "loss": 0.0006, - "num_tokens": 29061482.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0282, + "num_tokens": 28457960.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 49 }, { @@ -1387,26 +1387,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1504.0, - "completions/max_terminated_length": 1504.0, - "completions/mean_length": 558.048828125, - "completions/mean_terminated_length": 558.048828125, - "completions/min_length": 146.0, - "completions/min_terminated_length": 146.0, + "completions/clipped_ratio": -6.9375, + "completions/max_length": 1479.0, + "completions/max_terminated_length": 1479.0, + "completions/mean_length": 491.30078125, + "completions/mean_terminated_length": 487.6062927246094, + "completions/min_length": 113.0, + "completions/min_terminated_length": 113.0, "epoch": 0.04477277815088426, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06158028008338189, - "kl": 0.06207275390625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.032153653495619945, + "kl": 0.06005859375, "learning_rate": 4.945653633868716e-06, - "loss": 0.0002, - "num_tokens": 29667203.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0006, + "num_tokens": 29029506.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 50 }, { @@ -1415,26 +1415,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1496.0, - "completions/max_terminated_length": 1496.0, - "completions/mean_length": 589.54296875, - "completions/mean_terminated_length": 589.54296875, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/clipped_ratio": -6.890625, + "completions/max_length": 1245.0, + "completions/max_terminated_length": 1245.0, + "completions/mean_length": 523.353515625, + "completions/mean_terminated_length": 514.160400390625, + "completions/min_length": 173.0, + "completions/min_terminated_length": 173.0, "epoch": 0.04566823371390195, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.085918900087203, - "kl": 0.06072998046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.04442617311439247, + "kl": 0.08599853515625, "learning_rate": 4.942423680455584e-06, - "loss": 0.0021, - "num_tokens": 30277769.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0009, + "num_tokens": 29606183.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 51 }, { @@ -1444,19 +1444,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1400.0, - "completions/max_terminated_length": 1400.0, - "completions/mean_length": 566.83203125, - "completions/mean_terminated_length": 565.9589233398438, - "completions/min_length": 120.0, - "completions/min_terminated_length": 120.0, + "completions/max_length": 1283.0, + "completions/max_terminated_length": 1283.0, + "completions/mean_length": 494.517578125, + "completions/mean_terminated_length": 493.626220703125, + "completions/min_length": 128.0, + "completions/min_terminated_length": 128.0, "epoch": 0.04656368927691963, "frac_reward_zero_std": 0.96875, - "grad_norm": 13.53527608696407, - "kl": 0.06634521484375, + "grad_norm": 0.057162846752272095, + "kl": 0.036529541015625, "learning_rate": 4.939101737335802e-06, - "loss": 0.0112, - "num_tokens": 30857379.0, + "loss": -0.0034, + "num_tokens": 30148768.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -1472,25 +1472,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2036.0, - "completions/max_terminated_length": 2036.0, - "completions/mean_length": 568.298828125, - "completions/mean_terminated_length": 566.6731567382812, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/max_length": 1307.0, + "completions/max_terminated_length": 1307.0, + "completions/mean_length": 488.09765625, + "completions/mean_terminated_length": 487.25439453125, + "completions/min_length": 104.0, + "completions/min_terminated_length": 104.0, "epoch": 0.047459144839937316, - "frac_reward_zero_std": 1.0, - "grad_norm": 753.4933997875953, - "kl": 40.29571533203125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05128260945429217, + "kl": 0.037628173828125, "learning_rate": 4.935687943891447e-06, - "loss": 0.404, - "num_tokens": 31445404.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0017, + "num_tokens": 30695730.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 53 }, { @@ -1499,20 +1499,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1762.0, - "completions/mean_length": 606.25, - "completions/mean_terminated_length": 603.4285888671875, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2043.0, + "completions/max_terminated_length": 2043.0, + "completions/mean_length": 547.087890625, + "completions/mean_terminated_length": 547.087890625, + "completions/min_length": 116.0, + "completions/min_terminated_length": 116.0, "epoch": 0.048354600402955, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07880783979440148, - "kl": 0.0592041015625, + "grad_norm": 0.06726520989605488, + "kl": 0.023834228515625, "learning_rate": 4.932182443358458e-06, - "loss": 0.0101, - "num_tokens": 32091612.0, + "loss": -0.001, + "num_tokens": 31311647.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -1527,26 +1527,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1750.0, - "completions/mean_length": 554.294921875, - "completions/mean_terminated_length": 548.4373168945312, - "completions/min_length": 157.0, - "completions/min_terminated_length": 157.0, + "completions/clipped_ratio": -6.921875, + "completions/max_length": 1871.0, + "completions/max_terminated_length": 1871.0, + "completions/mean_length": 508.474609375, + "completions/mean_terminated_length": 499.8717956542969, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.04925005596597269, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08726278881698582, - "kl": 0.05682373046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.031009644101716777, + "kl": 0.079254150390625, "learning_rate": 4.928585382820616e-06, - "loss": 0.0059, - "num_tokens": 32635283.0, - "reward": 0.09941406548023224, - "reward_std": 0.0018486406188458204, + "loss": 0.0008, + "num_tokens": 31831858.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 55 }, { @@ -1555,26 +1555,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1862.0, - "completions/max_terminated_length": 1862.0, - "completions/mean_length": 616.517578125, - "completions/mean_terminated_length": 616.517578125, - "completions/min_length": 278.0, - "completions/min_terminated_length": 278.0, + "completions/clipped_ratio": -6.90625, + "completions/max_length": 1503.0, + "completions/max_terminated_length": 1503.0, + "completions/mean_length": 577.771484375, + "completions/mean_terminated_length": 570.49609375, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.050145511528990376, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00787517172635136, - "kl": 0.05615234375, + "frac_reward_zero_std": 0.875, + "grad_norm": 0.17520768141349025, + "kl": 0.1038818359375, "learning_rate": 4.924896913203376e-06, - "loss": 0.0006, - "num_tokens": 33261820.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.001, + "num_tokens": 32438557.0, + "reward": 0.09921875596046448, + "reward_std": 0.0031250000465661287, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.9921875, + "rewards/format_reward/std": 0.08812850713729858, "step": 56 }, { @@ -1583,26 +1583,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1443.0, - "completions/mean_length": 579.927734375, - "completions/mean_terminated_length": 577.0548095703125, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/max_terminated_length": 2004.0, + "completions/mean_length": 564.052734375, + "completions/mean_terminated_length": 560.36474609375, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.05104096709200806, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.09467657721643793, - "kl": 0.0556640625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.10349796740366579, + "kl": 0.03631591796875, "learning_rate": 4.921117189267535e-06, - "loss": 0.0123, - "num_tokens": 33867159.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0141, + "num_tokens": 33035768.0, + "reward": 0.09941406548023224, + "reward_std": 0.0018486406188458204, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 57 }, { @@ -1612,25 +1612,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1406.0, - "completions/max_terminated_length": 1406.0, - "completions/mean_length": 573.78125, - "completions/mean_terminated_length": 573.78125, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/max_length": 1589.0, + "completions/max_terminated_length": 1589.0, + "completions/mean_length": 542.61328125, + "completions/mean_terminated_length": 542.61328125, + "completions/min_length": 129.0, + "completions/min_terminated_length": 129.0, "epoch": 0.051936422655025745, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007058775392801076, - "kl": 0.05938720703125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.08585433577443426, + "kl": 0.021392822265625, "learning_rate": 4.917246369602742e-06, - "loss": 0.0006, - "num_tokens": 34475127.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0013, + "num_tokens": 33627778.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 58 }, { @@ -1639,20 +1639,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1731.0, - "completions/max_terminated_length": 1731.0, - "completions/mean_length": 574.1796875, - "completions/mean_terminated_length": 572.4011840820312, - "completions/min_length": 261.0, - "completions/min_terminated_length": 261.0, + "completions/clipped_ratio": -6.9375, + "completions/max_length": 1705.0, + "completions/max_terminated_length": 1705.0, + "completions/mean_length": 545.0625, + "completions/mean_terminated_length": 539.7598266601562, + "completions/min_length": 191.0, + "completions/min_terminated_length": 191.0, "epoch": 0.05283187821804343, "frac_reward_zero_std": 0.96875, - "grad_norm": 6.081099094392287, - "kl": 0.35699462890625, + "grad_norm": 0.06357442394169845, + "kl": 0.1036376953125, "learning_rate": 4.9132846166208355e-06, - "loss": 0.0019, - "num_tokens": 35081475.0, + "loss": -0.0002, + "num_tokens": 34219218.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -1667,27 +1667,27 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1659.0, - "completions/max_terminated_length": 1659.0, - "completions/mean_length": 580.228515625, - "completions/mean_terminated_length": 580.228515625, - "completions/min_length": 151.0, - "completions/min_terminated_length": 151.0, + "completions/clipped_ratio": -6.9375, + "completions/max_length": 1646.0, + "completions/max_terminated_length": 1646.0, + "completions/mean_length": 561.75, + "completions/mean_terminated_length": 558.19091796875, + "completions/min_length": 147.0, + "completions/min_terminated_length": 147.0, "epoch": 0.053727333781061114, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007985885460781206, - "kl": 0.05706787109375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.09726885501749043, + "kl": 0.11737060546875, "learning_rate": 4.9092320965490365e-06, "loss": 0.0006, - "num_tokens": 35702376.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "num_tokens": 34830658.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, - "step": 60 + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, + "step": 60 }, { "clip_ratio/high_max": 0.0, @@ -1695,26 +1695,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1325.0, - "completions/max_terminated_length": 1325.0, - "completions/mean_length": 575.150390625, - "completions/mean_terminated_length": 575.150390625, - "completions/min_length": 182.0, - "completions/min_terminated_length": 182.0, + "completions/clipped_ratio": -6.9375, + "completions/max_length": 2037.0, + "completions/max_terminated_length": 2037.0, + "completions/mean_length": 563.16015625, + "completions/mean_terminated_length": 557.4133911132812, + "completions/min_length": 108.0, + "completions/min_terminated_length": 108.0, "epoch": 0.0546227893440788, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.008989013474146063, - "kl": 0.05889892578125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 7.603189195829842, + "kl": 0.100677490234375, "learning_rate": 4.905088979422971e-06, - "loss": 0.0006, - "num_tokens": 36318869.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0128, + "num_tokens": 35441012.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 61 }, { @@ -1723,26 +1723,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1401.0, - "completions/max_terminated_length": 1401.0, - "completions/mean_length": 543.685546875, - "completions/mean_terminated_length": 542.7866821289062, - "completions/min_length": 97.0, - "completions/min_terminated_length": 97.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1732.0, + "completions/max_terminated_length": 1732.0, + "completions/mean_length": 518.525390625, + "completions/mean_terminated_length": 518.525390625, + "completions/min_length": 119.0, + "completions/min_terminated_length": 119.0, "epoch": 0.05551824490709648, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.01919284660807941, - "kl": 0.06610107421875, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.10269453437417964, + "kl": 0.021270751953125, "learning_rate": 4.900855439079536e-06, - "loss": 0.0007, - "num_tokens": 36900388.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0029, + "num_tokens": 36009649.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 62 }, { @@ -1751,20 +1751,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1739.0, - "completions/max_terminated_length": 1739.0, - "completions/mean_length": 568.287109375, - "completions/mean_terminated_length": 568.287109375, - "completions/min_length": 236.0, - "completions/min_terminated_length": 236.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 1435.0, + "completions/max_terminated_length": 1272.0, + "completions/mean_length": 542.779296875, + "completions/mean_terminated_length": 540.3529663085938, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.056413700470114174, "frac_reward_zero_std": 0.9375, - "grad_norm": 0.07846205338958102, - "kl": 0.05694580078125, + "grad_norm": 0.07525577027012759, + "kl": 0.019866943359375, "learning_rate": 4.8965316531496055e-06, - "loss": -0.0019, - "num_tokens": 37504423.0, + "loss": 0.0009, + "num_tokens": 36600624.0, "reward": 0.099609375, "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, @@ -1779,26 +1779,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1904.0, - "completions/max_terminated_length": 1904.0, - "completions/mean_length": 603.353515625, - "completions/mean_terminated_length": 601.3953247070312, - "completions/min_length": 206.0, - "completions/min_terminated_length": 206.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 1666.0, + "completions/max_terminated_length": 1666.0, + "completions/mean_length": 603.5859375, + "completions/mean_terminated_length": 599.5882568359375, + "completions/min_length": 138.0, + "completions/min_terminated_length": 138.0, "epoch": 0.05730915603313186, - "frac_reward_zero_std": 0.9375, - "grad_norm": 4.810189704077544, - "kl": 0.062744140625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.7608650680571825, + "kl": 0.17962646484375, "learning_rate": 4.892117803050578e-06, - "loss": 0.0096, - "num_tokens": 38096204.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0018, + "num_tokens": 37192524.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 64 }, { @@ -1808,19 +1808,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1312.0, - "completions/max_terminated_length": 1312.0, - "completions/mean_length": 587.44921875, - "completions/mean_terminated_length": 586.2974243164062, - "completions/min_length": 191.0, - "completions/min_terminated_length": 191.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1343.0, + "completions/mean_length": 553.01953125, + "completions/mean_terminated_length": 550.0939331054688, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.05820461159614954, "frac_reward_zero_std": 0.96875, - "grad_norm": 6.992893766082191, - "kl": 0.5133056640625, + "grad_norm": 0.04778415655998196, + "kl": 0.0208740234375, "learning_rate": 4.887614073978761e-06, - "loss": 0.0079, - "num_tokens": 38695746.0, + "loss": 0.0126, + "num_tokens": 37774438.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -1835,26 +1835,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1648.0, - "completions/max_terminated_length": 1648.0, - "completions/mean_length": 590.52734375, - "completions/mean_terminated_length": 590.52734375, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1554.0, + "completions/mean_length": 564.185546875, + "completions/mean_terminated_length": 561.2817993164062, + "completions/min_length": 118.0, + "completions/min_terminated_length": 118.0, "epoch": 0.05910006715916723, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006834195519283801, - "kl": 0.05694580078125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.09161873092433927, + "kl": 0.020843505859375, "learning_rate": 4.883020654901609e-06, - "loss": 0.0006, - "num_tokens": 39327728.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0103, + "num_tokens": 38392933.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 66 }, { @@ -1863,26 +1863,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1189.0, - "completions/max_terminated_length": 1189.0, - "completions/mean_length": 539.552734375, - "completions/mean_terminated_length": 538.74169921875, - "completions/min_length": 209.0, - "completions/min_terminated_length": 209.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1349.0, + "completions/max_terminated_length": 1349.0, + "completions/mean_length": 525.9296875, + "completions/mean_terminated_length": 525.9296875, + "completions/min_length": 192.0, + "completions/min_terminated_length": 192.0, "epoch": 0.05999552272218491, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1445536.0669629306, - "kl": 23296.041015625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.012620561722483294, + "kl": 0.022552490234375, "learning_rate": 4.878337738549785e-06, - "loss": 233.4053, - "num_tokens": 39910283.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 38968513.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 67 }, { @@ -1891,26 +1891,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1645.0, - "completions/max_terminated_length": 1645.0, - "completions/mean_length": 603.494140625, - "completions/mean_terminated_length": 603.494140625, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1809.0, + "completions/mean_length": 588.72265625, + "completions/mean_terminated_length": 585.866943359375, + "completions/min_length": 218.0, + "completions/min_terminated_length": 218.0, "epoch": 0.060890978285202596, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007074653107084449, - "kl": 0.05511474609375, + "frac_reward_zero_std": 0.875, + "grad_norm": 0.1361201287941182, + "kl": 0.018341064453125, "learning_rate": 4.873565521409082e-06, - "loss": 0.0006, - "num_tokens": 40534392.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0149, + "num_tokens": 39585059.0, + "reward": 0.09921874850988388, + "reward_std": 0.0031250000465661287, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.9921875, + "rewards/format_reward/std": 0.08812850713729858, "step": 68 }, { @@ -1919,26 +1919,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1478.0, - "completions/max_terminated_length": 1478.0, - "completions/mean_length": 589.14453125, - "completions/mean_terminated_length": 589.14453125, - "completions/min_length": 221.0, - "completions/min_terminated_length": 221.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1505.0, + "completions/max_terminated_length": 1505.0, + "completions/mean_length": 562.810546875, + "completions/mean_terminated_length": 561.7357788085938, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.06178643384822028, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.10404347225648633, - "kl": 0.05804443359375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.019277916524184716, + "kl": 0.035003662109375, "learning_rate": 4.868704203712173e-06, - "loss": 0.0054, - "num_tokens": 41128066.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0003, + "num_tokens": 40165250.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 69 }, { @@ -1948,25 +1948,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1608.0, - "completions/max_terminated_length": 1608.0, - "completions/mean_length": 570.591796875, - "completions/mean_terminated_length": 570.591796875, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/max_length": 1305.0, + "completions/max_terminated_length": 1305.0, + "completions/mean_length": 560.72265625, + "completions/mean_terminated_length": 560.72265625, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.06268188941123796, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06680192103628023, - "kl": 0.05828857421875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009928765161792547, + "kl": 0.017822265625, "learning_rate": 4.86375398943021e-06, - "loss": 0.002, - "num_tokens": 41723441.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 40755572.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 70 }, { @@ -1975,26 +1975,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1842.0, - "completions/max_terminated_length": 1842.0, - "completions/mean_length": 564.57421875, - "completions/mean_terminated_length": 562.3902587890625, - "completions/min_length": 234.0, - "completions/min_terminated_length": 234.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1758.0, + "completions/max_terminated_length": 1758.0, + "completions/mean_length": 550.47265625, + "completions/mean_terminated_length": 550.47265625, + "completions/min_length": 221.0, + "completions/min_terminated_length": 221.0, "epoch": 0.06357734497425566, - "frac_reward_zero_std": 0.96875, - "grad_norm": 2.1606000379295507, - "kl": 0.06298828125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.08245008848029971, + "kl": 0.017364501953125, "learning_rate": 4.858715086264274e-06, - "loss": 0.0042, - "num_tokens": 42320855.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0008, + "num_tokens": 41345766.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 71 }, { @@ -2004,25 +2004,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1384.0, - "completions/max_terminated_length": 1384.0, - "completions/mean_length": 597.32421875, - "completions/mean_terminated_length": 597.32421875, - "completions/min_length": 241.0, - "completions/min_terminated_length": 241.0, + "completions/max_length": 1483.0, + "completions/max_terminated_length": 1483.0, + "completions/mean_length": 575.744140625, + "completions/mean_terminated_length": 575.744140625, + "completions/min_length": 142.0, + "completions/min_terminated_length": 142.0, "epoch": 0.06447280053727333, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06791730290876942, - "kl": 0.05657958984375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009114395477044235, + "kl": 0.01678466796875, "learning_rate": 4.853587705636646e-06, - "loss": 0.0004, - "num_tokens": 42959485.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 41973347.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 72 }, { @@ -2032,19 +2032,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1228.0, - "completions/max_terminated_length": 1228.0, - "completions/mean_length": 530.748046875, - "completions/mean_terminated_length": 529.383544921875, - "completions/min_length": 231.0, - "completions/min_terminated_length": 231.0, + "completions/max_length": 1467.0, + "completions/max_terminated_length": 1467.0, + "completions/mean_length": 509.81640625, + "completions/mean_terminated_length": 508.53619384765625, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.06536825610029103, "frac_reward_zero_std": 1.0, - "grad_norm": 937.0925069160255, - "kl": 59.2928466796875, + "grad_norm": 0.01945409715205245, + "kl": 0.033905029296875, "learning_rate": 4.84837206268195e-06, - "loss": 0.5913, - "num_tokens": 43516316.0, + "loss": 0.0003, + "num_tokens": 42519461.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2059,26 +2059,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1156.0, - "completions/mean_length": 516.6015625, - "completions/mean_terminated_length": 513.6046752929688, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1322.0, + "completions/max_terminated_length": 1322.0, + "completions/mean_length": 497.779296875, + "completions/mean_terminated_length": 497.779296875, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.0662637116633087, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.10313094352636988, - "kl": 0.056884765625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.012293864921911191, + "kl": 0.02044677734375, "learning_rate": 4.8430683762381195e-06, - "loss": 0.0177, - "num_tokens": 44058032.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 43051540.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 74 }, { @@ -2087,26 +2087,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1437.0, - "completions/max_terminated_length": 1437.0, - "completions/mean_length": 566.34765625, - "completions/mean_terminated_length": 566.34765625, - "completions/min_length": 217.0, - "completions/min_terminated_length": 217.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1970.0, + "completions/mean_length": 557.455078125, + "completions/mean_terminated_length": 551.60986328125, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.0671591672263264, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00747549164256916, - "kl": 0.05645751953125, + "frac_reward_zero_std": 0.84375, + "grad_norm": 0.13630913617793994, + "kl": 0.0151824951171875, "learning_rate": 4.837676868837213e-06, - "loss": 0.0006, - "num_tokens": 44658914.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0097, + "num_tokens": 43647869.0, + "reward": 0.09882812201976776, + "reward_std": 0.004192390479147434, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.98828125, + "rewards/format_reward/std": 0.10772226005792618, "step": 75 }, { @@ -2115,20 +2115,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1354.0, - "completions/mean_length": 527.84375, - "completions/mean_terminated_length": 520.9234008789062, - "completions/min_length": 136.0, - "completions/min_terminated_length": 136.0, + "completions/max_terminated_length": 1829.0, + "completions/mean_length": 522.078125, + "completions/mean_terminated_length": 519.0919799804688, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.06805462278934409, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06719001887293087, - "kl": 0.06622314453125, + "grad_norm": 0.06750608349497755, + "kl": 0.017974853515625, "learning_rate": 4.832197766696085e-06, - "loss": 0.0199, - "num_tokens": 45217522.0, + "loss": 0.0069, + "num_tokens": 44203525.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -2143,26 +2143,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1606.0, - "completions/max_terminated_length": 1606.0, - "completions/mean_length": 570.078125, - "completions/mean_terminated_length": 568.4344482421875, - "completions/min_length": 243.0, - "completions/min_terminated_length": 243.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1706.0, + "completions/mean_length": 554.322265625, + "completions/mean_terminated_length": 548.4647216796875, + "completions/min_length": 226.0, + "completions/min_terminated_length": 226.0, "epoch": 0.06895007835236176, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.03159919437264003, - "kl": 0.060546875, + "frac_reward_zero_std": 0.90625, + "grad_norm": 0.10947781516811841, + "kl": 0.015289306640625, "learning_rate": 4.826631299706887e-06, - "loss": 0.0006, - "num_tokens": 45816602.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0199, + "num_tokens": 44794538.0, + "reward": 0.09941406548023224, + "reward_std": 0.0023437500931322575, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 77 }, { @@ -2172,25 +2172,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1261.0, - "completions/max_terminated_length": 1261.0, - "completions/mean_length": 537.560546875, - "completions/mean_terminated_length": 537.560546875, - "completions/min_length": 200.0, - "completions/min_terminated_length": 200.0, + "completions/max_length": 1439.0, + "completions/max_terminated_length": 1439.0, + "completions/mean_length": 561.875, + "completions/mean_terminated_length": 561.875, + "completions/min_length": 207.0, + "completions/min_terminated_length": 207.0, "epoch": 0.06984553391537945, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0670951539644897, - "kl": 0.05682373046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.012482978592863939, + "kl": 0.01763916015625, "learning_rate": 4.820977701427424e-06, - "loss": 0.0036, - "num_tokens": 46374281.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 45364666.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 78 }, { @@ -2200,25 +2200,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1410.0, - "completions/max_terminated_length": 1410.0, - "completions/mean_length": 548.822265625, - "completions/mean_terminated_length": 548.822265625, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/max_length": 1624.0, + "completions/max_terminated_length": 1624.0, + "completions/mean_length": 549.216796875, + "completions/mean_terminated_length": 549.216796875, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.07074098947839713, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00830534868975707, - "kl": 0.05743408203125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05673428927364843, + "kl": 0.01702880859375, "learning_rate": 4.81523720907136e-06, - "loss": 0.0006, - "num_tokens": 46976702.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0002, + "num_tokens": 45967289.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 79 }, { @@ -2228,19 +2228,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1503.0, - "completions/max_terminated_length": 1503.0, - "completions/mean_length": 526.49609375, - "completions/mean_terminated_length": 526.49609375, - "completions/min_length": 140.0, - "completions/min_terminated_length": 140.0, + "completions/max_length": 1561.0, + "completions/max_terminated_length": 1561.0, + "completions/mean_length": 518.8046875, + "completions/mean_terminated_length": 518.8046875, + "completions/min_length": 143.0, + "completions/min_terminated_length": 143.0, "epoch": 0.07163644504141482, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01078274311527768, - "kl": 0.0574951171875, + "grad_norm": 0.006457555530544499, + "kl": 0.016326904296875, "learning_rate": 4.809410063498254e-06, - "loss": 0.0006, - "num_tokens": 47558924.0, + "loss": 0.0002, + "num_tokens": 46545573.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2256,25 +2256,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1105.0, - "completions/max_terminated_length": 1105.0, - "completions/mean_length": 527.138671875, - "completions/mean_terminated_length": 527.138671875, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/max_length": 1591.0, + "completions/max_terminated_length": 1591.0, + "completions/mean_length": 538.142578125, + "completions/mean_terminated_length": 538.142578125, + "completions/min_length": 138.0, + "completions/min_terminated_length": 138.0, "epoch": 0.0725319006044325, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.011012657853872506, - "kl": 0.0562744140625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.06228818790381435, + "kl": 0.016632080078125, "learning_rate": 4.8034965092034656e-06, - "loss": 0.0006, - "num_tokens": 48152355.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0002, + "num_tokens": 47144638.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 81 }, { @@ -2283,20 +2283,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1796.0, - "completions/max_terminated_length": 1796.0, - "completions/mean_length": 570.82421875, - "completions/mean_terminated_length": 570.82421875, - "completions/min_length": 243.0, - "completions/min_terminated_length": 243.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2037.0, + "completions/mean_length": 554.693359375, + "completions/mean_terminated_length": 551.7710571289062, + "completions/min_length": 200.0, + "completions/min_terminated_length": 200.0, "epoch": 0.07342735616745019, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05913765032733167, - "kl": 0.0567626953125, + "grad_norm": 0.062287259542847764, + "kl": 0.0159454345703125, "learning_rate": 4.797496794307889e-06, - "loss": -0.0007, - "num_tokens": 48749561.0, + "loss": 0.0149, + "num_tokens": 47733585.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -2311,26 +2311,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1441.0, - "completions/max_terminated_length": 1441.0, - "completions/mean_length": 566.939453125, - "completions/mean_terminated_length": 565.4774780273438, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1470.0, + "completions/max_terminated_length": 1470.0, + "completions/mean_length": 566.072265625, + "completions/mean_terminated_length": 566.072265625, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.07432281173046787, - "frac_reward_zero_std": 0.96875, - "grad_norm": 3.166488626408786, - "kl": 0.0667724609375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006352211521854682, + "kl": 0.0157623291015625, "learning_rate": 4.791411170547545e-06, - "loss": 0.0085, - "num_tokens": 49367402.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 48350982.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 83 }, { @@ -2339,26 +2339,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1595.0, - "completions/mean_length": 560.765625, - "completions/mean_terminated_length": 557.8551635742188, - "completions/min_length": 246.0, - "completions/min_terminated_length": 246.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1757.0, + "completions/max_terminated_length": 1757.0, + "completions/mean_length": 543.951171875, + "completions/mean_terminated_length": 543.951171875, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.07521826729348556, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.08297988092224323, - "kl": 0.05584716796875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.007813740834546406, + "kl": 0.016326904296875, "learning_rate": 4.785239893263017e-06, - "loss": 0.0134, - "num_tokens": 49983250.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 48958221.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 84 }, { @@ -2368,25 +2368,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1030.0, - "completions/max_terminated_length": 1030.0, - "completions/mean_length": 545.970703125, - "completions/mean_terminated_length": 545.970703125, - "completions/min_length": 209.0, - "completions/min_terminated_length": 209.0, + "completions/max_length": 1216.0, + "completions/max_terminated_length": 1216.0, + "completions/mean_length": 550.677734375, + "completions/mean_terminated_length": 550.677734375, + "completions/min_length": 163.0, + "completions/min_terminated_length": 163.0, "epoch": 0.07611372285650325, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007356660460353614, - "kl": 0.05523681640625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.052051410170601047, + "kl": 0.016571044921875, "learning_rate": 4.778983221388742e-06, - "loss": 0.0006, - "num_tokens": 50557955.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0018, + "num_tokens": 49535336.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 85 }, { @@ -2396,25 +2396,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1424.0, - "completions/max_terminated_length": 1424.0, - "completions/mean_length": 578.482421875, - "completions/mean_terminated_length": 578.482421875, - "completions/min_length": 216.0, - "completions/min_terminated_length": 216.0, + "completions/max_length": 1647.0, + "completions/max_terminated_length": 1647.0, + "completions/mean_length": 565.21484375, + "completions/mean_terminated_length": 565.21484375, + "completions/min_length": 197.0, + "completions/min_terminated_length": 197.0, "epoch": 0.07700917841952093, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007809110580486689, - "kl": 0.0545654296875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.062482518099836674, + "kl": 0.0159912109375, "learning_rate": 4.77264141744214e-06, - "loss": 0.0005, - "num_tokens": 51175082.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0016, + "num_tokens": 50145670.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 86 }, { @@ -2423,26 +2423,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1490.0, - "completions/max_terminated_length": 1490.0, - "completions/mean_length": 591.57421875, - "completions/mean_terminated_length": 591.57421875, - "completions/min_length": 259.0, - "completions/min_terminated_length": 259.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1536.0, + "completions/mean_length": 573.24609375, + "completions/mean_terminated_length": 570.3600463867188, + "completions/min_length": 147.0, + "completions/min_terminated_length": 147.0, "epoch": 0.07790463398253862, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04977783029837793, - "kl": 0.05291748046875, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.1095124911093521, + "kl": 0.0146026611328125, "learning_rate": 4.766214747512603e-06, - "loss": 0.0013, - "num_tokens": 51787840.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0114, + "num_tokens": 50749044.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 87 }, { @@ -2452,25 +2452,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1299.0, - "completions/max_terminated_length": 1299.0, - "completions/mean_length": 559.4375, - "completions/mean_terminated_length": 559.4375, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/max_length": 1443.0, + "completions/max_terminated_length": 1443.0, + "completions/mean_length": 550.958984375, + "completions/mean_terminated_length": 550.958984375, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.0788000895455563, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05494814305555876, - "kl": 0.05511474609375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006622879741401474, + "kl": 0.014495849609375, "learning_rate": 4.759703481250331e-06, - "loss": -0.0037, - "num_tokens": 52393072.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 51349935.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 88 }, { @@ -2479,26 +2479,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1503.0, - "completions/max_terminated_length": 1503.0, - "completions/mean_length": 579.380859375, - "completions/mean_terminated_length": 578.4148559570312, - "completions/min_length": 206.0, - "completions/min_terminated_length": 206.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1532.0, + "completions/max_terminated_length": 1532.0, + "completions/mean_length": 546.904296875, + "completions/mean_terminated_length": 546.904296875, + "completions/min_length": 234.0, + "completions/min_terminated_length": 234.0, "epoch": 0.07969554510857399, - "frac_reward_zero_std": 0.96875, - "grad_norm": 160.94730744375263, - "kl": 30.91864013671875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005845451074109807, + "kl": 0.0149993896484375, "learning_rate": 4.753107891855015e-06, - "loss": 0.3115, - "num_tokens": 53043635.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 51983870.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 89 }, { @@ -2508,25 +2508,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1789.0, - "completions/max_terminated_length": 1789.0, - "completions/mean_length": 577.939453125, - "completions/mean_terminated_length": 577.939453125, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/max_length": 1887.0, + "completions/max_terminated_length": 1887.0, + "completions/mean_length": 548.8828125, + "completions/mean_terminated_length": 548.8828125, + "completions/min_length": 163.0, + "completions/min_terminated_length": 163.0, "epoch": 0.08059100067159167, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.10489931391093958, - "kl": 0.0546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006245472310213368, + "kl": 0.01531982421875, "learning_rate": 4.746428256064375e-06, - "loss": 0.0041, - "num_tokens": 53658612.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 52583970.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 90 }, { @@ -2536,19 +2536,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1258.0, - "completions/max_terminated_length": 1258.0, - "completions/mean_length": 549.6484375, - "completions/mean_terminated_length": 549.6484375, - "completions/min_length": 193.0, - "completions/min_terminated_length": 193.0, + "completions/max_length": 1645.0, + "completions/max_terminated_length": 1645.0, + "completions/mean_length": 518.572265625, + "completions/mean_terminated_length": 518.572265625, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.08148645623460936, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008182419427830684, - "kl": 0.05682373046875, + "grad_norm": 0.006150422825146274, + "kl": 0.0150299072265625, "learning_rate": 4.7396648541425534e-06, - "loss": 0.0006, - "num_tokens": 54241008.0, + "loss": 0.0002, + "num_tokens": 53150455.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2563,26 +2563,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1601.0, - "completions/max_terminated_length": 1601.0, - "completions/mean_length": 556.23828125, - "completions/mean_terminated_length": 555.0195922851562, - "completions/min_length": 215.0, - "completions/min_terminated_length": 215.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1218.0, + "completions/max_terminated_length": 1218.0, + "completions/mean_length": 510.095703125, + "completions/mean_terminated_length": 510.095703125, + "completions/min_length": 159.0, + "completions/min_terminated_length": 159.0, "epoch": 0.08238191179762704, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05844731713658409, - "kl": 0.05755615234375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0077462527558477936, + "kl": 0.0150909423828125, "learning_rate": 4.732817969868348e-06, - "loss": 0.0006, - "num_tokens": 54844810.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 53730632.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 92 }, { @@ -2592,19 +2592,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1856.0, - "completions/max_terminated_length": 1856.0, - "completions/mean_length": 608.26171875, - "completions/mean_terminated_length": 608.26171875, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/max_length": 1567.0, + "completions/max_terminated_length": 1567.0, + "completions/mean_length": 583.322265625, + "completions/mean_terminated_length": 583.322265625, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.08327736736064473, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005945148181573863, - "kl": 0.05767822265625, + "grad_norm": 0.005995103203475892, + "kl": 0.013946533203125, "learning_rate": 4.7258878905233095e-06, - "loss": 0.0006, - "num_tokens": 55481952.0, + "loss": 0.0001, + "num_tokens": 54355005.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2619,26 +2619,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2026.0, - "completions/max_terminated_length": 2026.0, - "completions/mean_length": 610.75390625, - "completions/mean_terminated_length": 609.74560546875, - "completions/min_length": 242.0, - "completions/min_terminated_length": 242.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1284.0, + "completions/max_terminated_length": 1284.0, + "completions/mean_length": 562.65625, + "completions/mean_terminated_length": 562.65625, + "completions/min_length": 199.0, + "completions/min_terminated_length": 199.0, "epoch": 0.08417282292366242, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.052266875089248634, - "kl": 0.0565185546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.008773903997987694, + "kl": 0.0150146484375, "learning_rate": 4.718874906879688e-06, - "loss": -0.0009, - "num_tokens": 56112434.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 54960861.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 94 }, { @@ -2648,19 +2648,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1580.0, - "completions/max_terminated_length": 1580.0, - "completions/mean_length": 546.06640625, - "completions/mean_terminated_length": 546.06640625, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/max_length": 1428.0, + "completions/max_terminated_length": 1428.0, + "completions/mean_length": 510.4375, + "completions/mean_terminated_length": 510.4375, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.0850682784866801, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006438116887744368, - "kl": 0.0577392578125, + "grad_norm": 0.005650435077930954, + "kl": 0.014801025390625, "learning_rate": 4.711779313188231e-06, - "loss": 0.0006, - "num_tokens": 56657092.0, + "loss": 0.0001, + "num_tokens": 55487277.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2675,26 +2675,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1746.0, - "completions/max_terminated_length": 1746.0, - "completions/mean_length": 620.203125, - "completions/mean_terminated_length": 619.3052978515625, - "completions/min_length": 250.0, - "completions/min_terminated_length": 250.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1508.0, + "completions/max_terminated_length": 1508.0, + "completions/mean_length": 600.46875, + "completions/mean_terminated_length": 600.46875, + "completions/min_length": 213.0, + "completions/min_terminated_length": 213.0, "epoch": 0.08596373404969779, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05996351922986414, - "kl": 0.05584716796875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005507101143768758, + "kl": 0.012725830078125, "learning_rate": 4.70460140716584e-06, - "loss": -0.0007, - "num_tokens": 57295916.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 56115997.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 96 }, { @@ -2703,26 +2703,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1329.0, - "completions/max_terminated_length": 1329.0, - "completions/mean_length": 535.82421875, - "completions/mean_terminated_length": 535.82421875, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1394.0, + "completions/mean_length": 501.939453125, + "completions/mean_terminated_length": 498.91387939453125, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.08685918961271547, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0065402778185692, - "kl": 0.05560302734375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07000735578379153, + "kl": 0.0143585205078125, "learning_rate": 4.697341489983076e-06, - "loss": 0.0006, - "num_tokens": 57849218.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0115, + "num_tokens": 56651950.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 97 }, { @@ -2731,26 +2731,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1644.0, - "completions/mean_length": 605.234375, - "completions/mean_terminated_length": 602.4109497070312, - "completions/min_length": 224.0, - "completions/min_terminated_length": 224.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1373.0, + "completions/max_terminated_length": 1373.0, + "completions/mean_length": 582.009765625, + "completions/mean_terminated_length": 582.009765625, + "completions/min_length": 209.0, + "completions/min_terminated_length": 209.0, "epoch": 0.08775464517573316, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.055220508680084254, - "kl": 0.05645751953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005593438153271221, + "kl": 0.0135498046875, "learning_rate": 4.6899998662515215e-06, - "loss": 0.0009, - "num_tokens": 58475690.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 57266531.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 98 }, { @@ -2759,20 +2759,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1649.0, - "completions/max_terminated_length": 1649.0, - "completions/mean_length": 539.849609375, - "completions/mean_terminated_length": 538.8356323242188, - "completions/min_length": 196.0, - "completions/min_terminated_length": 196.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1399.0, + "completions/max_terminated_length": 1399.0, + "completions/mean_length": 511.146484375, + "completions/mean_terminated_length": 511.146484375, + "completions/min_length": 179.0, + "completions/min_terminated_length": 179.0, "epoch": 0.08865010073875083, "frac_reward_zero_std": 1.0, - "grad_norm": 2.722021588876746, - "kl": 0.2435302734375, + "grad_norm": 0.005254315257483802, + "kl": 0.014007568359375, "learning_rate": 4.682576844011007e-06, - "loss": 0.0024, - "num_tokens": 59046989.0, + "loss": 0.0001, + "num_tokens": 57823134.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2788,19 +2788,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1446.0, - "completions/max_terminated_length": 1446.0, - "completions/mean_length": 559.466796875, - "completions/mean_terminated_length": 559.466796875, - "completions/min_length": 171.0, - "completions/min_terminated_length": 171.0, + "completions/max_length": 1946.0, + "completions/max_terminated_length": 1946.0, + "completions/mean_length": 561.2421875, + "completions/mean_terminated_length": 561.2421875, + "completions/min_length": 207.0, + "completions/min_terminated_length": 207.0, "epoch": 0.08954555630176853, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006225919234576967, - "kl": 0.0565185546875, + "grad_norm": 0.0050205373550895075, + "kl": 0.0132904052734375, "learning_rate": 4.675072734716678e-06, - "loss": 0.0006, - "num_tokens": 59617372.0, + "loss": 0.0001, + "num_tokens": 58394426.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2815,20 +2815,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1832.0, - "completions/max_terminated_length": 1832.0, - "completions/mean_length": 623.28515625, - "completions/mean_terminated_length": 623.28515625, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1703.0, + "completions/mean_length": 631.42578125, + "completions/mean_terminated_length": 628.6536254882812, + "completions/min_length": 225.0, + "completions/min_terminated_length": 225.0, "epoch": 0.09044101186478622, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07716472081979199, - "kl": 0.0572509765625, + "grad_norm": 0.0760184868440684, + "kl": 0.01263427734375, "learning_rate": 4.667487853225931e-06, - "loss": 0.0003, - "num_tokens": 60280782.0, + "loss": 0.0097, + "num_tokens": 59062004.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -2843,20 +2843,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1512.0, - "completions/mean_length": 593.6640625, - "completions/mean_terminated_length": 590.8179931640625, - "completions/min_length": 128.0, - "completions/min_terminated_length": 128.0, + "completions/max_terminated_length": 1712.0, + "completions/mean_length": 610.859375, + "completions/mean_terminated_length": 607.2745361328125, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.0913364674278039, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.054090751280617605, - "kl": 0.05364990234375, + "grad_norm": 0.05564333998730713, + "kl": 0.02105712890625, "learning_rate": 4.659822517785203e-06, - "loss": 0.0106, - "num_tokens": 60872962.0, + "loss": 0.0092, + "num_tokens": 59662988.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -2869,28 +2869,28 @@ "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, - "clip_ratio/low_min": 0.0, - "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1912.0, - "completions/max_terminated_length": 1912.0, - "completions/mean_length": 577.80859375, - "completions/mean_terminated_length": 577.80859375, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "clip_ratio/low_min": 0.0, + "clip_ratio/region_mean": 0.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2037.0, + "completions/mean_length": 611.19921875, + "completions/mean_terminated_length": 608.387451171875, + "completions/min_length": 228.0, + "completions/min_terminated_length": 228.0, "epoch": 0.09223192299082159, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005765836397552098, - "kl": 0.055419921875, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.10935821324700373, + "kl": 0.013153076171875, "learning_rate": 4.6520770500166165e-06, - "loss": 0.0006, - "num_tokens": 61482432.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0109, + "num_tokens": 60289554.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 103 }, { @@ -2900,25 +2900,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1909.0, - "completions/max_terminated_length": 1909.0, - "completions/mean_length": 625.951171875, - "completions/mean_terminated_length": 625.951171875, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/max_length": 1446.0, + "completions/max_terminated_length": 1446.0, + "completions/mean_length": 640.951171875, + "completions/mean_terminated_length": 640.951171875, + "completions/min_length": 225.0, + "completions/min_terminated_length": 225.0, "epoch": 0.09312737855383926, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006272367997240394, - "kl": 0.0543212890625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.060757676548859295, + "kl": 0.0118408203125, "learning_rate": 4.644251774904487e-06, "loss": 0.0005, - "num_tokens": 62149639.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "num_tokens": 60964441.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 104 }, { @@ -2927,20 +2927,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1764.0, - "completions/max_terminated_length": 1764.0, - "completions/mean_length": 594.787109375, - "completions/mean_terminated_length": 594.0704345703125, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1451.0, + "completions/max_terminated_length": 1451.0, + "completions/mean_length": 592.787109375, + "completions/mean_terminated_length": 592.787109375, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.09402283411685695, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007591245217264678, - "kl": 0.0574951171875, + "grad_norm": 0.005244427082623526, + "kl": 0.011688232421875, "learning_rate": 4.636347020781684e-06, - "loss": 0.0006, - "num_tokens": 62741770.0, + "loss": 0.0001, + "num_tokens": 61555548.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -2957,24 +2957,24 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1339.0, - "completions/mean_length": 554.9921875, - "completions/mean_terminated_length": 552.0704345703125, - "completions/min_length": 132.0, - "completions/min_terminated_length": 132.0, + "completions/max_terminated_length": 1920.0, + "completions/mean_length": 576.23046875, + "completions/mean_terminated_length": 573.3502807617188, + "completions/min_length": 146.0, + "completions/min_terminated_length": 146.0, "epoch": 0.09491828967987463, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09890693315638917, - "kl": 0.0543212890625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08855757430577488, + "kl": 0.0129241943359375, "learning_rate": 4.6283631193158605e-06, - "loss": 0.0161, - "num_tokens": 63304470.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0125, + "num_tokens": 62129122.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 106 }, { @@ -2984,25 +2984,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1571.0, - "completions/mean_length": 574.91015625, - "completions/mean_terminated_length": 572.0274047851562, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/max_length": 1757.0, + "completions/max_terminated_length": 1757.0, + "completions/mean_length": 587.9765625, + "completions/mean_terminated_length": 585.6888427734375, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.09581374524289232, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09008482271620612, - "kl": 0.05413818359375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.018552764774495144, + "kl": 0.0251617431640625, "learning_rate": 4.620300405495532e-06, - "loss": 0.0096, - "num_tokens": 63888856.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0003, + "num_tokens": 62720198.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 107 }, { @@ -3012,19 +3012,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1465.0, - "completions/max_terminated_length": 1465.0, - "completions/mean_length": 572.958984375, - "completions/mean_terminated_length": 572.958984375, + "completions/max_length": 1823.0, + "completions/max_terminated_length": 1823.0, + "completions/mean_length": 590.748046875, + "completions/mean_terminated_length": 590.748046875, "completions/min_length": 176.0, "completions/min_terminated_length": 176.0, "epoch": 0.09670920080591, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009429951785588081, - "kl": 0.0540771484375, + "grad_norm": 0.011091417692320823, + "kl": 0.01226806640625, "learning_rate": 4.612159217616022e-06, - "loss": 0.0005, - "num_tokens": 64508131.0, + "loss": 0.0001, + "num_tokens": 63348581.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3039,26 +3039,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1404.0, - "completions/max_terminated_length": 1404.0, - "completions/mean_length": 548.35546875, - "completions/mean_terminated_length": 547.6868896484375, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1711.0, + "completions/max_terminated_length": 1711.0, + "completions/mean_length": 558.81640625, + "completions/mean_terminated_length": 558.81640625, + "completions/min_length": 249.0, + "completions/min_terminated_length": 249.0, "epoch": 0.09760465636892769, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09621891008446948, - "kl": 0.057861328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009595552547661724, + "kl": 0.0125274658203125, "learning_rate": 4.603939897265268e-06, - "loss": 0.0, - "num_tokens": 65096793.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 63942599.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 109 }, { @@ -3067,20 +3067,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1719.0, - "completions/max_terminated_length": 1719.0, - "completions/mean_length": 533.857421875, - "completions/mean_terminated_length": 532.8375854492188, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1506.0, + "completions/max_terminated_length": 1506.0, + "completions/mean_length": 533.255859375, + "completions/mean_terminated_length": 533.255859375, + "completions/min_length": 191.0, + "completions/min_terminated_length": 191.0, "epoch": 0.09850011193194538, "frac_reward_zero_std": 1.0, - "grad_norm": 0.010383900504147035, - "kl": 0.065673828125, + "grad_norm": 0.004424584359067543, + "kl": 0.0120849609375, "learning_rate": 4.595642789309492e-06, - "loss": 0.0007, - "num_tokens": 65662384.0, + "loss": 0.0001, + "num_tokens": 64507882.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3095,20 +3095,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1655.0, - "completions/mean_length": 553.45703125, - "completions/mean_terminated_length": 550.5322875976562, - "completions/min_length": 142.0, - "completions/min_terminated_length": 142.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1444.0, + "completions/max_terminated_length": 1444.0, + "completions/mean_length": 543.14453125, + "completions/mean_terminated_length": 543.14453125, + "completions/min_length": 136.0, + "completions/min_terminated_length": 136.0, "epoch": 0.09939556749496306, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006695037361617289, - "kl": 0.0556640625, + "grad_norm": 0.005542511266984594, + "kl": 0.0128021240234375, "learning_rate": 4.587268241878724e-06, - "loss": 0.0006, - "num_tokens": 66212682.0, + "loss": 0.0001, + "num_tokens": 65052900.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3123,26 +3123,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1947.0, - "completions/max_terminated_length": 1947.0, - "completions/mean_length": 563.484375, - "completions/mean_terminated_length": 563.484375, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1646.0, + "completions/mean_length": 572.822265625, + "completions/mean_terminated_length": 566.6071166992188, + "completions/min_length": 228.0, + "completions/min_terminated_length": 228.0, "epoch": 0.10029102305798075, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006346704211210989, - "kl": 0.05413818359375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.10304996756847001, + "kl": 0.01776123046875, "learning_rate": 4.578816606352205e-06, - "loss": 0.0005, - "num_tokens": 66819442.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0254, + "num_tokens": 65664441.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 112 }, { @@ -3151,26 +3151,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1462.0, - "completions/max_terminated_length": 1462.0, - "completions/mean_length": 587.166015625, - "completions/mean_terminated_length": 587.166015625, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1262.0, + "completions/max_terminated_length": 1262.0, + "completions/mean_length": 570.673828125, + "completions/mean_terminated_length": 569.7299194335938, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.10118647862099843, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.043742302560142485, - "kl": 0.05584716796875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009706307742035009, + "kl": 0.0243988037109375, "learning_rate": 4.570288237343632e-06, - "loss": -0.0033, - "num_tokens": 67420375.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 66256930.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 113 }, { @@ -3179,26 +3179,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1322.0, - "completions/max_terminated_length": 1322.0, - "completions/mean_length": 621.79296875, - "completions/mean_terminated_length": 621.79296875, - "completions/min_length": 206.0, - "completions/min_terminated_length": 206.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1857.0, + "completions/max_terminated_length": 1857.0, + "completions/mean_length": 613.189453125, + "completions/mean_terminated_length": 612.127197265625, + "completions/min_length": 225.0, + "completions/min_terminated_length": 225.0, "epoch": 0.10208193418401612, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0653506341979416, - "kl": 0.05206298828125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00881535183664981, + "kl": 0.02374267578125, "learning_rate": 4.561683492686289e-06, - "loss": 0.0038, - "num_tokens": 68049405.0, - "reward": 0.09941406548023224, - "reward_std": 0.0012597277527675033, + "loss": 0.0002, + "num_tokens": 66881555.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 114 }, { @@ -3208,25 +3208,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1365.0, - "completions/max_terminated_length": 1365.0, - "completions/mean_length": 558.744140625, - "completions/mean_terminated_length": 558.744140625, - "completions/min_length": 206.0, - "completions/min_terminated_length": 206.0, + "completions/max_length": 1393.0, + "completions/max_terminated_length": 1393.0, + "completions/mean_length": 577.60546875, + "completions/mean_terminated_length": 577.60546875, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.1029773897470338, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.08608131464673477, - "kl": 0.05255126953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004670068300340548, + "kl": 0.0115203857421875, "learning_rate": 4.5530027334180285e-06, - "loss": -0.0009, - "num_tokens": 68624954.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 67466761.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 115 }, { @@ -3235,20 +3235,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1205.0, - "completions/max_terminated_length": 1205.0, - "completions/mean_length": 557.375, - "completions/mean_terminated_length": 556.373779296875, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1225.0, + "completions/max_terminated_length": 1225.0, + "completions/mean_length": 559.638671875, + "completions/mean_terminated_length": 559.638671875, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.10387284531005149, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.051558838637773656, - "kl": 0.0572509765625, + "grad_norm": 0.09101415243660085, + "kl": 0.0117034912109375, "learning_rate": 4.544246323766122e-06, - "loss": -0.0009, - "num_tokens": 69221738.0, + "loss": 0.0026, + "num_tokens": 68064704.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -3263,20 +3263,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1382.0, - "completions/mean_length": 599.0, - "completions/mean_terminated_length": 593.3176879882812, - "completions/min_length": 200.0, - "completions/min_terminated_length": 200.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1907.0, + "completions/max_terminated_length": 1907.0, + "completions/mean_length": 582.666015625, + "completions/mean_terminated_length": 582.666015625, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.10476830087306917, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011260686367210828, - "kl": 0.06072998046875, + "grad_norm": 0.005123090555119176, + "kl": 0.0115203857421875, "learning_rate": 4.535414631131983e-06, - "loss": 0.0006, - "num_tokens": 69816666.0, + "loss": 0.0001, + "num_tokens": 68651269.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3291,26 +3291,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1427.0, - "completions/max_terminated_length": 1427.0, - "completions/mean_length": 557.9140625, - "completions/mean_terminated_length": 557.9140625, - "completions/min_length": 161.0, - "completions/min_terminated_length": 161.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1942.0, + "completions/mean_length": 560.41015625, + "completions/mean_terminated_length": 557.4990234375, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.10566375643608686, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007377506198813074, - "kl": 0.05279541015625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08107964407237964, + "kl": 0.01141357421875, "learning_rate": 4.526508026075746e-06, - "loss": 0.0005, - "num_tokens": 70407966.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0113, + "num_tokens": 69243847.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 118 }, { @@ -3320,25 +3320,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1868.0, - "completions/mean_length": 604.025390625, - "completions/mean_terminated_length": 601.1995849609375, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/max_length": 1367.0, + "completions/max_terminated_length": 1367.0, + "completions/mean_length": 581.55078125, + "completions/mean_terminated_length": 580.6907958984375, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.10655921199910455, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05981685989580845, - "kl": 0.04998779296875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.08267105634677789, + "kl": 0.02154541015625, "learning_rate": 4.517526882300721e-06, - "loss": 0.0092, - "num_tokens": 71031707.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 69856081.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 119 }, { @@ -3347,26 +3347,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1818.0, - "completions/mean_length": 584.580078125, - "completions/mean_terminated_length": 578.8411865234375, - "completions/min_length": 168.0, - "completions/min_terminated_length": 168.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1711.0, + "completions/max_terminated_length": 1711.0, + "completions/mean_length": 568.03125, + "completions/mean_terminated_length": 568.03125, + "completions/min_length": 210.0, + "completions/min_terminated_length": 210.0, "epoch": 0.10745466756212223, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.08493217637882901, - "kl": 0.0518798828125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.010809362339601222, + "kl": 0.0114898681640625, "learning_rate": 4.508471576637713e-06, - "loss": 0.0158, - "num_tokens": 71654500.0, - "reward": 0.099609375, - "reward_std": 0.0010673906654119492, + "loss": 0.0001, + "num_tokens": 70470401.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 120 }, { @@ -3375,26 +3375,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1486.0, - "completions/max_terminated_length": 1486.0, - "completions/mean_length": 583.146484375, - "completions/mean_terminated_length": 583.146484375, - "completions/min_length": 203.0, - "completions/min_terminated_length": 203.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1704.0, + "completions/mean_length": 572.75390625, + "completions/mean_terminated_length": 569.866943359375, + "completions/min_length": 192.0, + "completions/min_terminated_length": 192.0, "epoch": 0.10835012312513992, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.009711429854862424, - "kl": 0.05181884765625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09457771857394989, + "kl": 0.0112457275390625, "learning_rate": 4.499342489029211e-06, - "loss": 0.0005, - "num_tokens": 72254767.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0123, + "num_tokens": 71065347.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 121 }, { @@ -3403,20 +3403,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1591.0, - "completions/max_terminated_length": 1591.0, - "completions/mean_length": 591.98046875, - "completions/mean_terminated_length": 590.6927490234375, - "completions/min_length": 156.0, - "completions/min_terminated_length": 156.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1688.0, + "completions/max_terminated_length": 1688.0, + "completions/mean_length": 578.771484375, + "completions/mean_terminated_length": 578.771484375, + "completions/min_length": 147.0, + "completions/min_terminated_length": 147.0, "epoch": 0.1092455786881576, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006688758768353923, - "kl": 0.05718994140625, + "grad_norm": 0.009517196854567733, + "kl": 0.0113067626953125, "learning_rate": 4.490140002513449e-06, - "loss": 0.0006, - "num_tokens": 72871125.0, + "loss": 0.0001, + "num_tokens": 71674942.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3431,26 +3431,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1325.0, - "completions/mean_length": 569.203125, - "completions/mean_terminated_length": 566.3092041015625, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1412.0, + "completions/max_terminated_length": 1412.0, + "completions/mean_length": 555.53515625, + "completions/mean_terminated_length": 555.53515625, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.11014103425117529, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05402023980897781, - "kl": 0.05047607421875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009205657515159494, + "kl": 0.011474609375, "learning_rate": 4.48086450320833e-06, - "loss": 0.0152, - "num_tokens": 73458877.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 72255696.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 123 }, { @@ -3459,26 +3459,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1306.0, - "completions/max_terminated_length": 1306.0, - "completions/mean_length": 571.666015625, - "completions/mean_terminated_length": 569.3275146484375, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1758.0, + "completions/max_terminated_length": 1758.0, + "completions/mean_length": 553.37890625, + "completions/mean_terminated_length": 553.37890625, + "completions/min_length": 219.0, + "completions/min_terminated_length": 219.0, "epoch": 0.11103648981419297, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.055716219457509576, - "kl": 0.06829833984375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00819542614576692, + "kl": 0.010772705078125, "learning_rate": 4.4715163802952266e-06, - "loss": -0.001, - "num_tokens": 74054402.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 72841858.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 124 }, { @@ -3487,26 +3487,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1784.0, - "completions/max_terminated_length": 1784.0, - "completions/mean_length": 621.005859375, - "completions/mean_terminated_length": 621.005859375, - "completions/min_length": 209.0, - "completions/min_terminated_length": 209.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1450.0, + "completions/max_terminated_length": 1450.0, + "completions/mean_length": 618.697265625, + "completions/mean_terminated_length": 617.0704345703125, + "completions/min_length": 228.0, + "completions/min_terminated_length": 228.0, "epoch": 0.11193194537721066, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.059224756742812495, - "kl": 0.05059814453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.013122697785598695, + "kl": 0.0197296142578125, "learning_rate": 4.462096026002655e-06, - "loss": -0.0017, - "num_tokens": 74660613.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 73446887.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 125 }, { @@ -3516,19 +3516,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1711.0, - "completions/max_terminated_length": 1711.0, - "completions/mean_length": 581.55078125, - "completions/mean_terminated_length": 581.55078125, - "completions/min_length": 226.0, - "completions/min_terminated_length": 226.0, + "completions/max_length": 1454.0, + "completions/max_terminated_length": 1454.0, + "completions/mean_length": 570.470703125, + "completions/mean_terminated_length": 570.470703125, + "completions/min_length": 238.0, + "completions/min_terminated_length": 238.0, "epoch": 0.11282740094022835, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006152298759927084, - "kl": 0.0509033203125, + "grad_norm": 0.0066434644747071486, + "kl": 0.010589599609375, "learning_rate": 4.4526038355898144e-06, - "loss": 0.0005, - "num_tokens": 75271119.0, + "loss": 0.0001, + "num_tokens": 74051720.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3543,26 +3543,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1253.0, - "completions/max_terminated_length": 1253.0, - "completions/mean_length": 575.66015625, - "completions/mean_terminated_length": 575.66015625, - "completions/min_length": 223.0, - "completions/min_terminated_length": 223.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1642.0, + "completions/max_terminated_length": 1642.0, + "completions/mean_length": 564.19921875, + "completions/mean_terminated_length": 562.0900268554688, + "completions/min_length": 222.0, + "completions/min_terminated_length": 222.0, "epoch": 0.11372285650324603, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.054134619906622765, - "kl": 0.0501708984375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.022334212444641555, + "kl": 0.0200653076171875, "learning_rate": 4.4430402073300035e-06, - "loss": 0.0006, - "num_tokens": 75877089.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 74651822.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 127 }, { @@ -3571,20 +3571,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1672.0, - "completions/max_terminated_length": 1672.0, - "completions/mean_length": 579.533203125, - "completions/mean_terminated_length": 579.533203125, - "completions/min_length": 203.0, - "completions/min_terminated_length": 203.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1330.0, + "completions/max_terminated_length": 1330.0, + "completions/mean_length": 573.5546875, + "completions/mean_terminated_length": 572.8140869140625, + "completions/min_length": 215.0, + "completions/min_terminated_length": 215.0, "epoch": 0.11461831206626372, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005668747851169466, - "kl": 0.0504150390625, + "grad_norm": 0.005480335975480727, + "kl": 0.0178680419921875, "learning_rate": 4.433405542493909e-06, - "loss": 0.0005, - "num_tokens": 76468402.0, + "loss": 0.0002, + "num_tokens": 75240074.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3599,26 +3599,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1584.0, - "completions/max_terminated_length": 1584.0, - "completions/mean_length": 604.94921875, - "completions/mean_terminated_length": 603.1017456054688, - "completions/min_length": 229.0, - "completions/min_terminated_length": 229.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1416.0, + "completions/max_terminated_length": 1416.0, + "completions/mean_length": 614.1953125, + "completions/mean_terminated_length": 614.1953125, + "completions/min_length": 214.0, + "completions/min_terminated_length": 214.0, "epoch": 0.1155137676292814, - "frac_reward_zero_std": 0.9375, - "grad_norm": 3.323619983813528, - "kl": 0.05792236328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006019467357919121, + "kl": 0.0113525390625, "learning_rate": 4.4237002453327734e-06, - "loss": 0.0121, - "num_tokens": 77084744.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 75861150.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 129 }, { @@ -3627,20 +3627,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1385.0, - "completions/max_terminated_length": 1385.0, - "completions/mean_length": 554.462890625, - "completions/mean_terminated_length": 554.462890625, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 1408.0, + "completions/max_terminated_length": 1408.0, + "completions/mean_length": 561.0, + "completions/mean_terminated_length": 559.1353149414062, + "completions/min_length": 174.0, + "completions/min_terminated_length": 174.0, "epoch": 0.11640922319229909, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005401927989012176, - "kl": 0.0499267578125, + "grad_norm": 0.016407802186772742, + "kl": 0.0272216796875, "learning_rate": 4.4139247230614245e-06, - "loss": 0.0005, - "num_tokens": 77677189.0, + "loss": 0.0003, + "num_tokens": 76456942.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3656,19 +3656,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1505.0, - "completions/max_terminated_length": 1505.0, - "completions/mean_length": 559.4375, - "completions/mean_terminated_length": 559.4375, - "completions/min_length": 232.0, - "completions/min_terminated_length": 232.0, + "completions/max_length": 1149.0, + "completions/max_terminated_length": 1149.0, + "completions/mean_length": 547.41015625, + "completions/mean_terminated_length": 547.41015625, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.11730467875531676, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0061677770684820275, - "kl": 0.05316162109375, + "grad_norm": 0.004386721645387016, + "kl": 0.01092529296875, "learning_rate": 4.404079385841201e-06, - "loss": 0.0005, - "num_tokens": 78251269.0, + "loss": 0.0001, + "num_tokens": 77024864.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3684,19 +3684,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1731.0, - "completions/max_terminated_length": 1731.0, - "completions/mean_length": 591.04296875, - "completions/mean_terminated_length": 591.04296875, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/max_length": 1368.0, + "completions/max_terminated_length": 1368.0, + "completions/mean_length": 595.248046875, + "completions/mean_terminated_length": 595.248046875, + "completions/min_length": 132.0, + "completions/min_terminated_length": 132.0, "epoch": 0.11820013431833445, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005599681736981137, - "kl": 0.052978515625, + "grad_norm": 0.0040065240940903215, + "kl": 0.0105133056640625, "learning_rate": 4.394164646762734e-06, - "loss": 0.0005, - "num_tokens": 78847275.0, + "loss": 0.0001, + "num_tokens": 77623023.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3711,20 +3711,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1358.0, - "completions/max_terminated_length": 1358.0, - "completions/mean_length": 576.123046875, - "completions/mean_terminated_length": 576.123046875, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1660.0, + "completions/max_terminated_length": 1660.0, + "completions/mean_length": 584.369140625, + "completions/mean_terminated_length": 582.9862670898438, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.11909558988135213, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005987513884752594, - "kl": 0.0504150390625, + "grad_norm": 0.01841556230332692, + "kl": 0.0206756591796875, "learning_rate": 4.384180921828618e-06, - "loss": 0.0005, - "num_tokens": 79500986.0, + "loss": 0.0002, + "num_tokens": 78280956.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3740,25 +3740,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1332.0, - "completions/max_terminated_length": 1332.0, - "completions/mean_length": 580.025390625, - "completions/mean_terminated_length": 578.5538330078125, - "completions/min_length": 203.0, - "completions/min_terminated_length": 203.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1502.0, + "completions/mean_length": 593.40625, + "completions/mean_terminated_length": 590.5596923828125, + "completions/min_length": 220.0, + "completions/min_terminated_length": 220.0, "epoch": 0.11999104544436982, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0068151723856892735, - "kl": 0.05657958984375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.07155830102688933, + "kl": 0.0109710693359375, "learning_rate": 4.374128629935955e-06, - "loss": 0.0006, - "num_tokens": 80102167.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0096, + "num_tokens": 78888988.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 134 }, { @@ -3767,20 +3767,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1683.0, - "completions/max_terminated_length": 1683.0, - "completions/mean_length": 578.212890625, - "completions/mean_terminated_length": 576.4461669921875, - "completions/min_length": 191.0, - "completions/min_terminated_length": 191.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1534.0, + "completions/max_terminated_length": 1534.0, + "completions/mean_length": 585.830078125, + "completions/mean_terminated_length": 585.830078125, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.12088650100738751, "frac_reward_zero_std": 1.0, - "grad_norm": 0.03848281665656771, - "kl": 0.0733642578125, + "grad_norm": 0.004840567540768247, + "kl": 0.0105743408203125, "learning_rate": 4.364008192858781e-06, - "loss": 0.0007, - "num_tokens": 80710372.0, + "loss": 0.0001, + "num_tokens": 79501093.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3795,26 +3795,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1568.0, - "completions/max_terminated_length": 1568.0, - "completions/mean_length": 587.712890625, - "completions/mean_terminated_length": 585.7944946289062, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1482.0, + "completions/max_terminated_length": 1482.0, + "completions/mean_length": 592.638671875, + "completions/mean_terminated_length": 592.638671875, + "completions/min_length": 139.0, + "completions/min_terminated_length": 139.0, "epoch": 0.12178195657040519, - "frac_reward_zero_std": 0.90625, - "grad_norm": 1.1813951961066245, - "kl": 0.0977783203125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00446197838012533, + "kl": 0.0106964111328125, "learning_rate": 4.353820035230366e-06, - "loss": 0.0095, - "num_tokens": 81309089.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0001, + "num_tokens": 80102332.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 136 }, { @@ -3824,25 +3824,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1525.0, - "completions/mean_length": 529.837890625, - "completions/mean_terminated_length": 526.866943359375, - "completions/min_length": 152.0, - "completions/min_terminated_length": 152.0, + "completions/max_length": 1632.0, + "completions/max_terminated_length": 1632.0, + "completions/mean_length": 536.201171875, + "completions/mean_terminated_length": 534.630126953125, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.12267741213342288, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.10318370576581831, - "kl": 0.05096435546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.014022538127291095, + "kl": 0.0203704833984375, "learning_rate": 4.3435645845254e-06, - "loss": 0.0084, - "num_tokens": 81878318.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 80674819.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 137 }, { @@ -3852,19 +3852,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1481.0, - "completions/max_terminated_length": 1481.0, - "completions/mean_length": 601.44140625, - "completions/mean_terminated_length": 601.44140625, - "completions/min_length": 245.0, - "completions/min_terminated_length": 245.0, + "completions/max_length": 1379.0, + "completions/max_terminated_length": 1379.0, + "completions/mean_length": 611.9296875, + "completions/mean_terminated_length": 611.9296875, + "completions/min_length": 163.0, + "completions/min_terminated_length": 163.0, "epoch": 0.12357286769644056, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005667719990219518, - "kl": 0.05023193359375, + "grad_norm": 0.004263453316826543, + "kl": 0.010223388671875, "learning_rate": 4.333242271042054e-06, - "loss": 0.0005, - "num_tokens": 82537568.0, + "loss": 0.0001, + "num_tokens": 81339439.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3880,25 +3880,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1317.0, - "completions/max_terminated_length": 1317.0, - "completions/mean_length": 556.82421875, - "completions/mean_terminated_length": 556.82421875, - "completions/min_length": 183.0, - "completions/min_terminated_length": 183.0, + "completions/max_length": 1569.0, + "completions/max_terminated_length": 1569.0, + "completions/mean_length": 565.08203125, + "completions/mean_terminated_length": 565.08203125, + "completions/min_length": 185.0, + "completions/min_terminated_length": 185.0, "epoch": 0.12446832325945825, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006808014727799348, - "kl": 0.05157470703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05663482825888845, + "kl": 0.009979248046875, "learning_rate": 4.32285352788393e-06, - "loss": 0.0005, - "num_tokens": 83142310.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0015, + "num_tokens": 81948409.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 139 }, { @@ -3908,19 +3908,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1133.0, - "completions/max_terminated_length": 1133.0, - "completions/mean_length": 543.28125, - "completions/mean_terminated_length": 543.28125, - "completions/min_length": 219.0, - "completions/min_terminated_length": 219.0, + "completions/max_length": 1278.0, + "completions/max_terminated_length": 1278.0, + "completions/mean_length": 557.494140625, + "completions/mean_terminated_length": 557.494140625, + "completions/min_length": 214.0, + "completions/min_terminated_length": 214.0, "epoch": 0.12536377882247593, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006999711096947045, - "kl": 0.05181884765625, + "grad_norm": 0.0032894992448206737, + "kl": 0.0096282958984375, "learning_rate": 4.312398790941882e-06, - "loss": 0.0005, - "num_tokens": 83735542.0, + "loss": 0.0001, + "num_tokens": 82548918.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3935,26 +3935,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1233.0, - "completions/mean_length": 519.869140625, - "completions/mean_terminated_length": 513.8765258789062, - "completions/min_length": 161.0, - "completions/min_terminated_length": 161.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1240.0, + "completions/max_terminated_length": 1240.0, + "completions/mean_length": 507.896484375, + "completions/mean_terminated_length": 507.896484375, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.1262592343854936, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.12202530599091238, - "kl": 0.0498046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0036947275566920268, + "kl": 0.010162353515625, "learning_rate": 4.301878498875735e-06, - "loss": 0.0316, - "num_tokens": 84288339.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0001, + "num_tokens": 83095585.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 141 }, { @@ -3964,19 +3964,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1405.0, - "completions/max_terminated_length": 1405.0, - "completions/mean_length": 517.1953125, - "completions/mean_terminated_length": 517.1953125, - "completions/min_length": 159.0, - "completions/min_terminated_length": 159.0, + "completions/max_length": 1426.0, + "completions/max_terminated_length": 1426.0, + "completions/mean_length": 519.384765625, + "completions/mean_terminated_length": 519.384765625, + "completions/min_length": 203.0, + "completions/min_terminated_length": 203.0, "epoch": 0.1271546899485113, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0060097815761899044, - "kl": 0.051513671875, + "grad_norm": 0.006416399119562177, + "kl": 0.0099639892578125, "learning_rate": 4.291293093095873e-06, - "loss": 0.0005, - "num_tokens": 84836807.0, + "loss": 0.0001, + "num_tokens": 83645174.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -3991,20 +3991,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1405.0, - "completions/max_terminated_length": 1405.0, - "completions/mean_length": 567.349609375, - "completions/mean_terminated_length": 567.349609375, - "completions/min_length": 186.0, - "completions/min_terminated_length": 186.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1506.0, + "completions/max_terminated_length": 1506.0, + "completions/mean_length": 593.76953125, + "completions/mean_terminated_length": 593.0410766601562, + "completions/min_length": 201.0, + "completions/min_terminated_length": 201.0, "epoch": 0.128050145511529, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0070273058865257835, - "kl": 0.05145263671875, + "grad_norm": 0.007294106241650529, + "kl": 0.015716552734375, "learning_rate": 4.280643017744723e-06, - "loss": 0.0005, - "num_tokens": 85470554.0, + "loss": 0.0002, + "num_tokens": 84292448.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4020,19 +4020,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1409.0, - "completions/max_terminated_length": 1409.0, - "completions/mean_length": 596.11328125, - "completions/mean_terminated_length": 596.11328125, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_length": 1758.0, + "completions/max_terminated_length": 1758.0, + "completions/mean_length": 615.357421875, + "completions/mean_terminated_length": 615.357421875, + "completions/min_length": 203.0, + "completions/min_terminated_length": 203.0, "epoch": 0.12894560107454667, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0067549331197202115, - "kl": 0.05047607421875, + "grad_norm": 0.006310239000280281, + "kl": 0.0094757080078125, "learning_rate": 4.269928719678117e-06, - "loss": 0.0005, - "num_tokens": 86082228.0, + "loss": 0.0001, + "num_tokens": 84913975.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4048,19 +4048,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1662.0, - "completions/max_terminated_length": 1662.0, - "completions/mean_length": 539.474609375, - "completions/mean_terminated_length": 539.474609375, - "completions/min_length": 199.0, - "completions/min_terminated_length": 199.0, + "completions/max_length": 1225.0, + "completions/max_terminated_length": 1225.0, + "completions/mean_length": 541.259765625, + "completions/mean_terminated_length": 541.259765625, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.12984105663756437, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011441613334834384, - "kl": 0.05242919921875, + "grad_norm": 0.0076739424344186005, + "kl": 0.009979248046875, "learning_rate": 4.2591506484465426e-06, - "loss": 0.0005, - "num_tokens": 86662071.0, + "loss": 0.0001, + "num_tokens": 85494732.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4077,24 +4077,24 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1496.0, - "completions/mean_length": 561.123046875, - "completions/mean_terminated_length": 555.2921752929688, - "completions/min_length": 227.0, - "completions/min_terminated_length": 227.0, + "completions/max_terminated_length": 1797.0, + "completions/mean_length": 564.115234375, + "completions/mean_terminated_length": 559.4392700195312, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.13073651220058205, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0589455460705877, - "kl": 0.052734375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 30.466730837647507, + "kl": 0.0369110107421875, "learning_rate": 4.248309256276283e-06, - "loss": 0.0137, - "num_tokens": 87251878.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0211, + "num_tokens": 86086071.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 146 }, { @@ -4104,19 +4104,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1170.0, - "completions/max_terminated_length": 1170.0, - "completions/mean_length": 520.42578125, - "completions/mean_terminated_length": 520.42578125, - "completions/min_length": 168.0, - "completions/min_terminated_length": 168.0, + "completions/max_length": 1374.0, + "completions/max_terminated_length": 1374.0, + "completions/mean_length": 529.3046875, + "completions/mean_terminated_length": 529.3046875, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.13163196776359973, "frac_reward_zero_std": 1.0, - "grad_norm": 0.012190047453444887, - "kl": 0.0516357421875, + "grad_norm": 0.00698639674310776, + "kl": 0.00970458984375, "learning_rate": 4.23740499805044e-06, - "loss": 0.0005, - "num_tokens": 87787696.0, + "loss": 0.0001, + "num_tokens": 86626435.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4132,19 +4132,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1788.0, - "completions/max_terminated_length": 1788.0, - "completions/mean_length": 520.943359375, - "completions/mean_terminated_length": 520.943359375, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/max_length": 1790.0, + "completions/max_terminated_length": 1790.0, + "completions/mean_length": 532.439453125, + "completions/mean_terminated_length": 532.439453125, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.1325274233266174, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008192901660929772, - "kl": 0.05194091796875, + "grad_norm": 0.004340388783933389, + "kl": 0.009613037109375, "learning_rate": 4.22643833128985e-06, - "loss": 0.0005, - "num_tokens": 88361491.0, + "loss": 0.0001, + "num_tokens": 87206116.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4160,19 +4160,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1529.0, - "completions/max_terminated_length": 1529.0, - "completions/mean_length": 561.27734375, - "completions/mean_terminated_length": 561.27734375, - "completions/min_length": 223.0, - "completions/min_terminated_length": 223.0, + "completions/max_length": 1481.0, + "completions/max_terminated_length": 1481.0, + "completions/mean_length": 561.947265625, + "completions/mean_terminated_length": 561.947265625, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.1334228788896351, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0059915904846710765, - "kl": 0.05084228515625, + "grad_norm": 0.0032762673509562613, + "kl": 0.00921630859375, "learning_rate": 4.215409716133885e-06, - "loss": 0.0005, - "num_tokens": 88951937.0, + "loss": 0.0001, + "num_tokens": 87796905.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4188,25 +4188,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1336.0, - "completions/max_terminated_length": 1336.0, - "completions/mean_length": 582.072265625, - "completions/mean_terminated_length": 582.072265625, - "completions/min_length": 182.0, - "completions/min_terminated_length": 182.0, + "completions/max_length": 1430.0, + "completions/max_terminated_length": 1430.0, + "completions/mean_length": 590.71875, + "completions/mean_terminated_length": 590.71875, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.1343183344526528, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006120979141360546, - "kl": 0.04888916015625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07984510566712394, + "kl": 0.00885009765625, "learning_rate": 4.204319615321151e-06, - "loss": 0.0005, - "num_tokens": 89566550.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0036, + "num_tokens": 88415945.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 150 }, { @@ -4215,20 +4215,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1401.0, - "completions/max_terminated_length": 1401.0, - "completions/mean_length": 570.46875, - "completions/mean_terminated_length": 570.46875, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1422.0, + "completions/max_terminated_length": 1422.0, + "completions/mean_length": 583.884765625, + "completions/mean_terminated_length": 582.7808227539062, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.13521379001567047, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005023995826478019, - "kl": 0.04949951171875, + "grad_norm": 0.0037633651975202153, + "kl": 0.014678955078125, "learning_rate": 4.193168494170065e-06, - "loss": 0.0005, - "num_tokens": 90175830.0, + "loss": 0.0001, + "num_tokens": 89032094.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4244,19 +4244,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1614.0, - "completions/max_terminated_length": 1614.0, - "completions/mean_length": 601.76953125, - "completions/mean_terminated_length": 601.76953125, - "completions/min_length": 232.0, - "completions/min_terminated_length": 232.0, + "completions/max_length": 1403.0, + "completions/max_terminated_length": 1403.0, + "completions/mean_length": 586.375, + "completions/mean_terminated_length": 586.375, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.13610924557868817, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006632757499928364, - "kl": 0.0469970703125, + "grad_norm": 0.0031194194696154568, + "kl": 0.0089874267578125, "learning_rate": 4.181956820559339e-06, - "loss": 0.0005, - "num_tokens": 90777184.0, + "loss": 0.0001, + "num_tokens": 89625566.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4272,25 +4272,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1444.0, - "completions/max_terminated_length": 1444.0, - "completions/mean_length": 553.236328125, - "completions/mean_terminated_length": 552.5107421875, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1679.0, + "completions/mean_length": 545.861328125, + "completions/mean_terminated_length": 542.9216918945312, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.13700470114170585, - "frac_reward_zero_std": 1.0, - "grad_norm": 669442.2813001474, - "kl": 103936.03869628906, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.03997537222476599, + "kl": 0.0093994140625, "learning_rate": 4.170685064908342e-06, - "loss": 1039.7333, - "num_tokens": 91353529.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0148, + "num_tokens": 90198135.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 153 }, { @@ -4300,25 +4300,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1472.0, - "completions/max_terminated_length": 1472.0, - "completions/mean_length": 586.95703125, - "completions/mean_terminated_length": 585.880615234375, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/max_length": 1516.0, + "completions/max_terminated_length": 1516.0, + "completions/mean_length": 585.26953125, + "completions/mean_terminated_length": 584.1995849609375, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.13790015670472353, - "frac_reward_zero_std": 0.96875, - "grad_norm": 122492.80685143314, - "kl": 38912.03790283203, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005841763677871051, + "kl": 0.0170135498046875, "learning_rate": 4.159353700157365e-06, - "loss": 387.657, - "num_tokens": 91944195.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 90787937.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 154 }, { @@ -4328,19 +4328,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1201.0, - "completions/max_terminated_length": 1201.0, - "completions/mean_length": 548.65234375, - "completions/mean_terminated_length": 548.65234375, - "completions/min_length": 239.0, - "completions/min_terminated_length": 239.0, + "completions/max_length": 1345.0, + "completions/max_terminated_length": 1345.0, + "completions/mean_length": 526.51171875, + "completions/mean_terminated_length": 526.51171875, + "completions/min_length": 201.0, + "completions/min_terminated_length": 201.0, "epoch": 0.1387956122677412, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0060252282224972425, - "kl": 0.0513916015625, + "grad_norm": 0.004156360771568148, + "kl": 0.00970458984375, "learning_rate": 4.14796320174778e-06, - "loss": 0.0005, - "num_tokens": 92511985.0, + "loss": 0.0001, + "num_tokens": 91344391.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4355,26 +4355,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1338.0, - "completions/mean_length": 578.60546875, - "completions/mean_terminated_length": 575.7299194335938, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1665.0, + "completions/max_terminated_length": 1665.0, + "completions/mean_length": 545.390625, + "completions/mean_terminated_length": 545.390625, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.1396910678307589, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07969173074262088, - "kl": 0.05120849609375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0033243904947931058, + "kl": 0.0087432861328125, "learning_rate": 4.136514047602087e-06, - "loss": 0.0121, - "num_tokens": 93123255.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 91938655.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 156 }, { @@ -4384,25 +4384,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1571.0, - "completions/max_terminated_length": 1571.0, - "completions/mean_length": 583.58203125, - "completions/mean_terminated_length": 583.58203125, - "completions/min_length": 236.0, - "completions/min_terminated_length": 236.0, + "completions/max_length": 1236.0, + "completions/max_terminated_length": 1236.0, + "completions/mean_length": 548.173828125, + "completions/mean_terminated_length": 548.173828125, + "completions/min_length": 200.0, + "completions/min_terminated_length": 200.0, "epoch": 0.14058652339377659, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.052805707699068435, - "kl": 0.0496826171875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0034809305022384003, + "kl": 0.0088653564453125, "learning_rate": 4.1250067181038635e-06, - "loss": -0.0005, - "num_tokens": 93739809.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 92537080.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 157 }, { @@ -4411,20 +4411,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1360.0, - "completions/max_terminated_length": 1360.0, - "completions/mean_length": 596.07421875, - "completions/mean_terminated_length": 596.07421875, - "completions/min_length": 143.0, - "completions/min_terminated_length": 143.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1552.0, + "completions/max_terminated_length": 1552.0, + "completions/mean_length": 574.640625, + "completions/mean_terminated_length": 574.1820068359375, + "completions/min_length": 167.0, + "completions/min_terminated_length": 167.0, "epoch": 0.14148197895679426, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07305239980212441, - "kl": 0.05096435546875, + "grad_norm": 0.8063755669722333, + "kl": 0.0182952880859375, "learning_rate": 4.113441696077608e-06, - "loss": -0.0005, - "num_tokens": 94378567.0, + "loss": 0.0002, + "num_tokens": 93164864.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -4439,26 +4439,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1299.0, - "completions/max_terminated_length": 1299.0, - "completions/mean_length": 601.626953125, - "completions/mean_terminated_length": 601.626953125, - "completions/min_length": 182.0, - "completions/min_terminated_length": 182.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1657.0, + "completions/mean_length": 575.2890625, + "completions/mean_terminated_length": 572.4070434570312, + "completions/min_length": 143.0, + "completions/min_terminated_length": 143.0, "epoch": 0.14237743451981194, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005014221442121329, - "kl": 0.051513671875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.050040387791137446, + "kl": 0.00885009765625, "learning_rate": 4.101819466768484e-06, - "loss": 0.0005, - "num_tokens": 94987320.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0164, + "num_tokens": 93760132.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 159 }, { @@ -4468,19 +4468,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1367.0, - "completions/max_terminated_length": 1367.0, - "completions/mean_length": 585.607421875, - "completions/mean_terminated_length": 585.607421875, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/max_length": 1469.0, + "completions/max_terminated_length": 1469.0, + "completions/mean_length": 585.19921875, + "completions/mean_terminated_length": 585.19921875, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.14327289008282965, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004656472609840778, - "kl": 0.04998779296875, + "grad_norm": 0.0036055384423648723, + "kl": 0.0088653564453125, "learning_rate": 4.0901405178219535e-06, - "loss": 0.0005, - "num_tokens": 95588047.0, + "loss": 0.0001, + "num_tokens": 94360650.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4495,26 +4495,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1379.0, - "completions/max_terminated_length": 1379.0, - "completions/mean_length": 545.453125, - "completions/mean_terminated_length": 544.9236450195312, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1168.0, + "completions/max_terminated_length": 1168.0, + "completions/mean_length": 546.8515625, + "completions/mean_terminated_length": 546.8515625, "completions/min_length": 180.0, "completions/min_terminated_length": 180.0, "epoch": 0.14416834564584732, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.11889440151384241, - "kl": 0.06475830078125, - "learning_rate": 4.078405339263326e-06, - "loss": -0.0015, - "num_tokens": 96157031.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004011318075529169, + "kl": 0.0095977783203125, + "learning_rate": 4.078405339263326e-06, + "loss": 0.0001, + "num_tokens": 94930350.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 161 }, { @@ -4523,20 +4523,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1741.0, - "completions/mean_length": 644.041015625, - "completions/mean_terminated_length": 641.2935180664062, - "completions/min_length": 243.0, - "completions/min_terminated_length": 243.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1495.0, + "completions/max_terminated_length": 1495.0, + "completions/mean_length": 628.458984375, + "completions/mean_terminated_length": 628.458984375, + "completions/min_length": 248.0, + "completions/min_terminated_length": 248.0, "epoch": 0.145063801208865, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005252156535586015, - "kl": 0.04974365234375, + "grad_norm": 0.005474106861111618, + "kl": 0.00885009765625, "learning_rate": 4.06661442347719e-06, - "loss": 0.0005, - "num_tokens": 96820956.0, + "loss": 0.0001, + "num_tokens": 95586297.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4551,20 +4551,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1574.0, - "completions/max_terminated_length": 1574.0, - "completions/mean_length": 598.158203125, - "completions/mean_terminated_length": 597.5126953125, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1564.0, + "completions/max_terminated_length": 1564.0, + "completions/mean_length": 605.478515625, + "completions/mean_terminated_length": 605.478515625, + "completions/min_length": 202.0, + "completions/min_terminated_length": 202.0, "epoch": 0.1459592567718827, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01181182986602236, - "kl": 0.04864501953125, + "grad_norm": 0.006117440922761299, + "kl": 0.0095062255859375, "learning_rate": 4.054768265186758e-06, - "loss": 0.0005, - "num_tokens": 97436333.0, + "loss": 0.0001, + "num_tokens": 96205422.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4580,19 +4580,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1857.0, - "completions/max_terminated_length": 1857.0, - "completions/mean_length": 583.1484375, - "completions/mean_terminated_length": 583.1484375, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/max_length": 1669.0, + "completions/max_terminated_length": 1669.0, + "completions/mean_length": 614.33203125, + "completions/mean_terminated_length": 614.33203125, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.14685471233490038, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0054554811693594725, - "kl": 0.04931640625, + "grad_norm": 0.007188095412002734, + "kl": 0.010223388671875, "learning_rate": 4.0428673614331036e-06, - "loss": 0.0005, - "num_tokens": 98023273.0, + "loss": 0.0001, + "num_tokens": 96808328.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4607,20 +4607,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1654.0, - "completions/max_terminated_length": 1654.0, - "completions/mean_length": 620.806640625, - "completions/mean_terminated_length": 619.1565551757812, - "completions/min_length": 167.0, - "completions/min_terminated_length": 167.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1823.0, + "completions/max_terminated_length": 1823.0, + "completions/mean_length": 652.791015625, + "completions/mean_terminated_length": 652.791015625, + "completions/min_length": 210.0, + "completions/min_terminated_length": 210.0, "epoch": 0.14775016789791806, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006482515932308206, - "kl": 0.05206298828125, + "grad_norm": 0.0068502617917810356, + "kl": 0.0096588134765625, "learning_rate": 4.030912211554316e-06, - "loss": 0.0005, - "num_tokens": 98676790.0, + "loss": 0.0001, + "num_tokens": 97478221.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4635,26 +4635,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1674.0, - "completions/max_terminated_length": 1674.0, - "completions/mean_length": 641.078125, - "completions/mean_terminated_length": 641.078125, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1845.0, + "completions/mean_length": 663.80078125, + "completions/mean_terminated_length": 661.0919799804688, + "completions/min_length": 200.0, + "completions/min_terminated_length": 200.0, "epoch": 0.14864562346093574, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005327353948433487, - "kl": 0.04791259765625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.09300391631800778, + "kl": 0.0095672607421875, "learning_rate": 4.018903317164539e-06, - "loss": 0.0005, - "num_tokens": 99300030.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0123, + "num_tokens": 98113095.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 166 }, { @@ -4663,26 +4663,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1534.0, - "completions/max_terminated_length": 1534.0, - "completions/mean_length": 614.861328125, - "completions/mean_terminated_length": 614.861328125, - "completions/min_length": 216.0, - "completions/min_terminated_length": 216.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1403.0, + "completions/mean_length": 624.248046875, + "completions/mean_terminated_length": 621.4618530273438, + "completions/min_length": 283.0, + "completions/min_terminated_length": 283.0, "epoch": 0.14954107902395344, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.09522432906751536, - "kl": 0.04833984375, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.11604895692678942, + "kl": 0.009368896484375, "learning_rate": 4.006841182132932e-06, - "loss": 0.0009, - "num_tokens": 99931063.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0143, + "num_tokens": 98748934.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 167 }, { @@ -4691,20 +4691,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1574.0, - "completions/max_terminated_length": 1574.0, - "completions/mean_length": 608.65234375, - "completions/mean_terminated_length": 608.65234375, - "completions/min_length": 224.0, - "completions/min_terminated_length": 224.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1383.0, + "completions/max_terminated_length": 1383.0, + "completions/mean_length": 629.244140625, + "completions/mean_terminated_length": 628.5205688476562, + "completions/min_length": 239.0, + "completions/min_terminated_length": 239.0, "epoch": 0.15043653458697112, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0054496948068973525, - "kl": 0.048583984375, + "grad_norm": 0.08576197401573622, + "kl": 0.0146331787109375, "learning_rate": 3.9947263125625195e-06, - "loss": 0.0005, - "num_tokens": 100523189.0, + "loss": 0.0001, + "num_tokens": 99351603.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4720,25 +4720,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1655.0, - "completions/max_terminated_length": 1655.0, - "completions/mean_length": 635.2734375, - "completions/mean_terminated_length": 635.2734375, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/max_length": 1867.0, + "completions/max_terminated_length": 1867.0, + "completions/mean_length": 656.34375, + "completions/mean_terminated_length": 656.34375, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.1513319901499888, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005337411111325454, - "kl": 0.0496826171875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.052099211200067566, + "kl": 0.0095672607421875, "learning_rate": 3.982559216768967e-06, - "loss": 0.0005, - "num_tokens": 101165953.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.008, + "num_tokens": 100005155.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 169 }, { @@ -4747,26 +4747,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1283.0, - "completions/mean_length": 585.845703125, - "completions/mean_terminated_length": 582.9843139648438, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1222.0, + "completions/max_terminated_length": 1222.0, + "completions/mean_length": 606.388671875, + "completions/mean_terminated_length": 606.388671875, + "completions/min_length": 214.0, + "completions/min_terminated_length": 214.0, "epoch": 0.1522274457130065, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06625166911677717, - "kl": 0.04742431640625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005600844822173869, + "kl": 0.0096893310546875, "learning_rate": 3.970340405259245e-06, - "loss": 0.0127, - "num_tokens": 101758578.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 100608298.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 170 }, { @@ -4775,26 +4775,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1243.0, - "completions/mean_length": 574.005859375, - "completions/mean_terminated_length": 569.803955078125, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1278.0, + "completions/max_terminated_length": 1278.0, + "completions/mean_length": 584.5703125, + "completions/mean_terminated_length": 584.5703125, + "completions/min_length": 208.0, + "completions/min_terminated_length": 208.0, "epoch": 0.15312290127602418, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.11944483374125982, - "kl": 0.10235595703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004428337264446385, + "kl": 0.009765625, "learning_rate": 3.958070390710214e-06, - "loss": 0.0142, - "num_tokens": 102337637.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 101192766.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 171 }, { @@ -4804,19 +4804,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1406.0, - "completions/max_terminated_length": 1406.0, - "completions/mean_length": 577.810546875, - "completions/mean_terminated_length": 577.810546875, - "completions/min_length": 190.0, - "completions/min_terminated_length": 190.0, + "completions/max_length": 1509.0, + "completions/max_terminated_length": 1509.0, + "completions/mean_length": 620.2578125, + "completions/mean_terminated_length": 620.2578125, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.15401835683904186, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007013422365760943, - "kl": 0.048095703125, + "grad_norm": 0.004033698260223417, + "kl": 0.0086822509765625, "learning_rate": 3.945749687947109e-06, - "loss": 0.0005, - "num_tokens": 102932356.0, + "loss": 0.0001, + "num_tokens": 101809218.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4831,26 +4831,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1270.0, - "completions/max_terminated_length": 1270.0, - "completions/mean_length": 557.375, - "completions/mean_terminated_length": 557.375, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1283.0, + "completions/max_terminated_length": 1283.0, + "completions/mean_length": 572.96875, + "completions/mean_terminated_length": 572.2837524414062, "completions/min_length": 218.0, "completions/min_terminated_length": 218.0, "epoch": 0.15491381240205954, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00570724158301358, - "kl": 0.0462646484375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 2.1602393924211474, + "kl": 0.0108795166015625, "learning_rate": 3.933378813921942e-06, - "loss": 0.0005, - "num_tokens": 103486132.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0032, + "num_tokens": 102370978.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 173 }, { @@ -4859,26 +4859,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1897.0, - "completions/max_terminated_length": 1897.0, - "completions/mean_length": 623.728515625, - "completions/mean_terminated_length": 623.728515625, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1435.0, + "completions/mean_length": 636.423828125, + "completions/mean_terminated_length": 633.6614379882812, + "completions/min_length": 205.0, + "completions/min_terminated_length": 205.0, "epoch": 0.15580926796507724, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005255713212212517, - "kl": 0.048095703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.057483002571070425, + "kl": 0.0085906982421875, "learning_rate": 3.920958287691811e-06, - "loss": 0.0005, - "num_tokens": 104111945.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0125, + "num_tokens": 103003291.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 174 }, { @@ -4888,25 +4888,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1481.0, - "completions/max_terminated_length": 1481.0, - "completions/mean_length": 575.19140625, - "completions/mean_terminated_length": 575.19140625, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/max_length": 1548.0, + "completions/max_terminated_length": 1548.0, + "completions/mean_length": 591.62109375, + "completions/mean_terminated_length": 591.62109375, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.15670472352809492, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09350953931872348, - "kl": 0.04718017578125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0036255201179309767, + "kl": 0.0087127685546875, "learning_rate": 3.908488630397121e-06, - "loss": 0.0081, - "num_tokens": 104716315.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 103616073.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 175 }, { @@ -4915,20 +4915,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1441.0, - "completions/mean_length": 592.453125, - "completions/mean_terminated_length": 589.6046752929688, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/max_terminated_length": 1623.0, + "completions/mean_length": 577.505859375, + "completions/mean_terminated_length": 572.5725708007812, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.1576001790911126, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06667660244468013, - "kl": 0.049072265625, + "grad_norm": 47744.02884793233, + "kl": 1600.0066375732422, "learning_rate": 3.8959703652397175e-06, - "loss": 0.0117, - "num_tokens": 105326371.0, + "loss": 16.0277, + "num_tokens": 104218476.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -4943,26 +4943,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.953125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1544.0, - "completions/mean_length": 606.212890625, - "completions/mean_terminated_length": 603.391357421875, - "completions/min_length": 114.0, - "completions/min_terminated_length": 114.0, + "completions/max_terminated_length": 1608.0, + "completions/mean_length": 605.826171875, + "completions/mean_terminated_length": 597.326171875, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.1584956346541303, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04243473871670977, - "kl": 0.0487060546875, + "grad_norm": 0.06412456396717171, + "kl": 0.0096893310546875, "learning_rate": 3.883404017460935e-06, - "loss": 0.0141, - "num_tokens": 105935984.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0128, + "num_tokens": 104827891.0, + "reward": 0.09941406548023224, + "reward_std": 0.0012597277527675033, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.994140625, + "rewards/format_reward/std": 0.07639661431312561, "step": 177 }, { @@ -4971,20 +4971,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1227.0, - "completions/max_terminated_length": 1227.0, - "completions/mean_length": 572.67578125, - "completions/mean_terminated_length": 571.4833374023438, - "completions/min_length": 230.0, - "completions/min_terminated_length": 230.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1319.0, + "completions/max_terminated_length": 1319.0, + "completions/mean_length": 580.29296875, + "completions/mean_terminated_length": 580.29296875, + "completions/min_length": 263.0, + "completions/min_terminated_length": 263.0, "epoch": 0.15939109021714798, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006519149950539733, - "kl": 0.05511474609375, + "grad_norm": 0.004861320279381554, + "kl": 0.00921630859375, "learning_rate": 3.870790114319559e-06, - "loss": 0.0006, - "num_tokens": 106519466.0, + "loss": 0.0001, + "num_tokens": 105415273.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -4999,26 +4999,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1574.0, - "completions/max_terminated_length": 1574.0, - "completions/mean_length": 554.39453125, - "completions/mean_terminated_length": 552.3992309570312, - "completions/min_length": 148.0, - "completions/min_terminated_length": 148.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1593.0, + "completions/max_terminated_length": 1593.0, + "completions/mean_length": 550.037109375, + "completions/mean_terminated_length": 550.037109375, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.16028654578016566, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.023331785461308704, - "kl": 0.063720703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.061738880104298316, + "kl": 0.009918212890625, "learning_rate": 3.858129185069701e-06, - "loss": 0.0006, - "num_tokens": 107086260.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0, + "num_tokens": 105979836.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 179 }, { @@ -5027,20 +5027,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1365.0, - "completions/max_terminated_length": 1365.0, - "completions/mean_length": 587.150390625, - "completions/mean_terminated_length": 586.5479125976562, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1259.0, + "completions/max_terminated_length": 1259.0, + "completions/mean_length": 570.638671875, + "completions/mean_terminated_length": 570.638671875, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.16118200134318333, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005382943100030063, - "kl": 0.0528564453125, + "grad_norm": 0.004637633663432918, + "kl": 0.009307861328125, "learning_rate": 3.845421760938597e-06, - "loss": 0.0005, - "num_tokens": 107711489.0, + "loss": 0.0001, + "num_tokens": 106596611.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5053,28 +5053,28 @@ "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, - "clip_ratio/low_min": 0.0, - "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1169.0, - "completions/max_terminated_length": 1169.0, - "completions/mean_length": 538.271484375, - "completions/mean_terminated_length": 538.271484375, - "completions/min_length": 220.0, - "completions/min_terminated_length": 220.0, + "clip_ratio/low_min": 0.0, + "clip_ratio/region_mean": 0.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1052.0, + "completions/mean_length": 532.470703125, + "completions/mean_terminated_length": 529.5048828125, + "completions/min_length": 226.0, + "completions/min_terminated_length": 226.0, "epoch": 0.16207745690620104, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005548822156078627, - "kl": 0.0509033203125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08330239155652147, + "kl": 0.0096435546875, "learning_rate": 3.832668375104312e-06, - "loss": 0.0005, - "num_tokens": 108283516.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.016, + "num_tokens": 107165668.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 181 }, { @@ -5084,19 +5084,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1659.0, - "completions/max_terminated_length": 1659.0, - "completions/mean_length": 586.451171875, - "completions/mean_terminated_length": 586.451171875, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_length": 1999.0, + "completions/max_terminated_length": 1999.0, + "completions/mean_length": 569.216796875, + "completions/mean_terminated_length": 569.216796875, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.16297291246921872, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00603788980728595, - "kl": 0.0499267578125, + "grad_norm": 0.005295883162438518, + "kl": 0.0092315673828125, "learning_rate": 3.8198695626733725e-06, - "loss": 0.0005, - "num_tokens": 108898835.0, + "loss": 0.0001, + "num_tokens": 107772163.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5112,19 +5112,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1504.0, - "completions/max_terminated_length": 1504.0, - "completions/mean_length": 585.361328125, - "completions/mean_terminated_length": 585.361328125, - "completions/min_length": 176.0, - "completions/min_terminated_length": 176.0, + "completions/max_length": 1655.0, + "completions/max_terminated_length": 1655.0, + "completions/mean_length": 589.267578125, + "completions/mean_terminated_length": 589.267578125, + "completions/min_length": 208.0, + "completions/min_terminated_length": 208.0, "epoch": 0.1638683680322364, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005262098905925186, - "kl": 0.0496826171875, + "grad_norm": 0.005391282000726491, + "kl": 0.0091400146484375, "learning_rate": 3.8070258606583156e-06, - "loss": 0.0005, - "num_tokens": 109496748.0, + "loss": 0.0001, + "num_tokens": 108372076.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5140,25 +5140,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1667.0, - "completions/max_terminated_length": 1667.0, - "completions/mean_length": 594.75, - "completions/mean_terminated_length": 594.75, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/max_length": 1423.0, + "completions/max_terminated_length": 1423.0, + "completions/mean_length": 595.279296875, + "completions/mean_terminated_length": 595.279296875, + "completions/min_length": 166.0, + "completions/min_terminated_length": 166.0, "epoch": 0.16476382359525407, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0048278578819136685, - "kl": 0.0506591796875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0952696472933219, + "kl": 0.009857177734375, "learning_rate": 3.7941378079551544e-06, - "loss": 0.0005, - "num_tokens": 110117148.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0028, + "num_tokens": 108992747.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 184 }, { @@ -5167,26 +5167,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1774.0, - "completions/max_terminated_length": 1774.0, - "completions/mean_length": 592.947265625, - "completions/mean_terminated_length": 588.956787109375, - "completions/min_length": 200.0, - "completions/min_terminated_length": 200.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1404.0, + "completions/max_terminated_length": 1404.0, + "completions/mean_length": 567.849609375, + "completions/mean_terminated_length": 567.849609375, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.16565927915827178, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.008863827601325813, - "kl": 0.07080078125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.058420288604048326, + "kl": 0.00994873046875, "learning_rate": 3.7812059453207677e-06, - "loss": 0.0007, - "num_tokens": 110735937.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0013, + "num_tokens": 109598686.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 185 }, { @@ -5195,20 +5195,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1491.0, - "completions/max_terminated_length": 1491.0, - "completions/mean_length": 565.056640625, - "completions/mean_terminated_length": 562.4459838867188, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1777.0, + "completions/max_terminated_length": 1777.0, + "completions/mean_length": 547.923828125, + "completions/mean_terminated_length": 547.923828125, + "completions/min_length": 152.0, + "completions/min_terminated_length": 152.0, "epoch": 0.16655473472128945, "frac_reward_zero_std": 1.0, - "grad_norm": 0.02719947360988251, - "kl": 0.0760498046875, + "grad_norm": 0.005346867400011268, + "kl": 0.009521484375, "learning_rate": 3.768230815350213e-06, - "loss": 0.0008, - "num_tokens": 111340030.0, + "loss": 0.0001, + "num_tokens": 110194007.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5223,26 +5223,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1201.0, - "completions/max_terminated_length": 1201.0, - "completions/mean_length": 552.83984375, - "completions/mean_terminated_length": 551.7005615234375, - "completions/min_length": 111.0, - "completions/min_terminated_length": 111.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1268.0, + "completions/max_terminated_length": 1268.0, + "completions/mean_length": 544.93359375, + "completions/mean_terminated_length": 544.93359375, + "completions/min_length": 106.0, + "completions/min_terminated_length": 106.0, "epoch": 0.16745019028430713, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.9236121462672159, - "kl": 0.057373046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.008310871893682886, + "kl": 0.0106201171875, "learning_rate": 3.7552129624539557e-06, - "loss": 0.0075, - "num_tokens": 111923644.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 110773573.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 187 }, { @@ -5252,25 +5252,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1403.0, - "completions/mean_length": 558.384765625, - "completions/mean_terminated_length": 555.4696655273438, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/max_length": 1137.0, + "completions/max_terminated_length": 1137.0, + "completions/mean_length": 530.16796875, + "completions/mean_terminated_length": 529.2857055664062, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.16834564584732484, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.061955717355027674, - "kl": 0.050537109375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 158.14659789913986, + "kl": 22.0072021484375, "learning_rate": 3.7421529328350316e-06, - "loss": -0.0028, - "num_tokens": 112512289.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.2275, + "num_tokens": 111347771.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 188 }, { @@ -5279,20 +5279,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1771.0, - "completions/max_terminated_length": 1771.0, - "completions/mean_length": 601.98828125, - "completions/mean_terminated_length": 601.3092041015625, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1653.0, + "completions/max_terminated_length": 1653.0, + "completions/mean_length": 594.1875, + "completions/mean_terminated_length": 594.1875, + "completions/min_length": 155.0, + "completions/min_terminated_length": 155.0, "epoch": 0.16924110141034251, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005052704969820576, - "kl": 0.0516357421875, + "grad_norm": 0.008808132081770864, + "kl": 0.0102081298828125, "learning_rate": 3.7290512744661274e-06, - "loss": 0.0005, - "num_tokens": 113142027.0, + "loss": 0.0001, + "num_tokens": 111973515.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5307,20 +5307,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1692.0, - "completions/mean_length": 589.88671875, - "completions/mean_terminated_length": 581.292724609375, - "completions/min_length": 186.0, - "completions/min_terminated_length": 186.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1485.0, + "completions/max_terminated_length": 1485.0, + "completions/mean_length": 583.603515625, + "completions/mean_terminated_length": 583.603515625, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.1701365569733602, "frac_reward_zero_std": 1.0, - "grad_norm": 1.2800674868147115, - "kl": 0.85662841796875, + "grad_norm": 0.010967235624627656, + "kl": 0.01129150390625, "learning_rate": 3.715908537066589e-06, - "loss": 0.0086, - "num_tokens": 113742433.0, + "loss": 0.0001, + "num_tokens": 112570704.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5335,20 +5335,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1471.0, - "completions/max_terminated_length": 1471.0, - "completions/mean_length": 553.888671875, - "completions/mean_terminated_length": 553.0528564453125, - "completions/min_length": 216.0, - "completions/min_terminated_length": 216.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1795.0, + "completions/max_terminated_length": 1795.0, + "completions/mean_length": 570.9375, + "completions/mean_terminated_length": 570.9375, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.17103201253637787, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006196419562863969, - "kl": 0.04998779296875, + "grad_norm": 0.013565646568363069, + "kl": 0.0124664306640625, "learning_rate": 3.7027252720793538e-06, - "loss": 0.0005, - "num_tokens": 114329720.0, + "loss": 0.0001, + "num_tokens": 113166720.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5364,25 +5364,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1544.0, - "completions/max_terminated_length": 1544.0, - "completions/mean_length": 557.12109375, - "completions/mean_terminated_length": 557.12109375, - "completions/min_length": 150.0, - "completions/min_terminated_length": 150.0, + "completions/max_length": 1883.0, + "completions/max_terminated_length": 1883.0, + "completions/mean_length": 581.537109375, + "completions/mean_terminated_length": 581.537109375, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.17192746809939558, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06389277517732068, - "kl": 0.04864501953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.014691973713636838, + "kl": 0.013153076171875, "learning_rate": 3.689502032647817e-06, - "loss": 0.0013, - "num_tokens": 114920070.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 113769571.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 192 }, { @@ -5392,25 +5392,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1318.0, - "completions/max_terminated_length": 1318.0, - "completions/mean_length": 540.427734375, - "completions/mean_terminated_length": 540.427734375, - "completions/min_length": 176.0, - "completions/min_terminated_length": 176.0, + "completions/max_length": 1793.0, + "completions/max_terminated_length": 1793.0, + "completions/mean_length": 550.32421875, + "completions/mean_terminated_length": 550.32421875, + "completions/min_length": 104.0, + "completions/min_terminated_length": 104.0, "epoch": 0.17282292366241325, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0056093930735562555, - "kl": 0.0491943359375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.06606192521106205, + "kl": 0.0179595947265625, "learning_rate": 3.6762393735926245e-06, - "loss": 0.0005, - "num_tokens": 115477249.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0033, + "num_tokens": 114331817.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 193 }, { @@ -5419,26 +5419,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1444.0, - "completions/max_terminated_length": 1444.0, - "completions/mean_length": 549.9765625, - "completions/mean_terminated_length": 549.9765625, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2043.0, + "completions/mean_length": 587.3203125, + "completions/mean_terminated_length": 584.4618530273438, + "completions/min_length": 167.0, + "completions/min_terminated_length": 167.0, "epoch": 0.17371837922543093, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0797524710726536, - "kl": 0.05047607421875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0182360788370408, + "kl": 0.0151214599609375, "learning_rate": 3.6629378513883852e-06, - "loss": 0.0031, - "num_tokens": 116066757.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 114940445.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 194 }, { @@ -5448,19 +5448,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1387.0, - "completions/max_terminated_length": 1387.0, - "completions/mean_length": 541.453125, - "completions/mean_terminated_length": 541.453125, - "completions/min_length": 171.0, - "completions/min_terminated_length": 171.0, + "completions/max_length": 1629.0, + "completions/max_terminated_length": 1629.0, + "completions/mean_length": 559.173828125, + "completions/mean_terminated_length": 559.173828125, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.17461383478844864, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004492696441640513, - "kl": 0.0484619140625, + "grad_norm": 0.015121651645506792, + "kl": 0.01385498046875, "learning_rate": 3.6495980241403307e-06, - "loss": 0.0005, - "num_tokens": 116622141.0, + "loss": 0.0001, + "num_tokens": 115504902.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5475,26 +5475,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1729.0, - "completions/max_terminated_length": 1729.0, - "completions/mean_length": 606.66015625, - "completions/mean_terminated_length": 606.66015625, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1650.0, + "completions/mean_length": 644.818359375, + "completions/mean_terminated_length": 642.0723876953125, + "completions/min_length": 150.0, + "completions/min_terminated_length": 150.0, "epoch": 0.1755092903514663, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06668454810927989, - "kl": 0.0494384765625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.10159970928736292, + "kl": 0.012451171875, "learning_rate": 3.636220451560896e-06, - "loss": 0.0012, - "num_tokens": 117240367.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0108, + "num_tokens": 116142665.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 196 }, { @@ -5503,26 +5503,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1500.0, - "completions/max_terminated_length": 1500.0, - "completions/mean_length": 589.2578125, - "completions/mean_terminated_length": 589.2578125, - "completions/min_length": 219.0, - "completions/min_terminated_length": 219.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1878.0, + "completions/mean_length": 619.048828125, + "completions/mean_terminated_length": 613.4451293945312, + "completions/min_length": 207.0, + "completions/min_terminated_length": 207.0, "epoch": 0.176404745914484, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004513425242810063, - "kl": 0.05010986328125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.0956666312311249, + "kl": 0.0129852294921875, "learning_rate": 3.622805694946235e-06, - "loss": 0.0005, - "num_tokens": 117866035.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.011, + "num_tokens": 116783586.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 197 }, { @@ -5531,20 +5531,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1554.0, - "completions/max_terminated_length": 1554.0, - "completions/mean_length": 572.9609375, - "completions/mean_terminated_length": 571.9628295898438, - "completions/min_length": 245.0, - "completions/min_terminated_length": 245.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1488.0, + "completions/max_terminated_length": 1488.0, + "completions/mean_length": 592.234375, + "completions/mean_terminated_length": 592.234375, + "completions/min_length": 284.0, + "completions/min_terminated_length": 284.0, "epoch": 0.17730020147750167, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005737804995862872, - "kl": 0.0511474609375, + "grad_norm": 0.011625600847511287, + "kl": 0.0123138427734375, "learning_rate": 3.609354317152667e-06, - "loss": 0.0005, - "num_tokens": 118461087.0, + "loss": 0.0001, + "num_tokens": 117388506.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5559,20 +5559,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1371.0, - "completions/max_terminated_length": 1371.0, - "completions/mean_length": 579.970703125, - "completions/mean_terminated_length": 579.365966796875, - "completions/min_length": 174.0, - "completions/min_terminated_length": 174.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1462.0, + "completions/max_terminated_length": 1462.0, + "completions/mean_length": 586.54296875, + "completions/mean_terminated_length": 586.54296875, + "completions/min_length": 231.0, + "completions/min_terminated_length": 231.0, "epoch": 0.17819565704051937, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011689236262334025, - "kl": 0.05712890625, + "grad_norm": 0.010127412065854468, + "kl": 0.011474609375, "learning_rate": 3.595866882573063e-06, - "loss": 0.0006, - "num_tokens": 119055360.0, + "loss": 0.0001, + "num_tokens": 117986144.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5587,20 +5587,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1640.0, - "completions/mean_length": 555.169921875, - "completions/mean_terminated_length": 552.24853515625, - "completions/min_length": 148.0, - "completions/min_terminated_length": 148.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1648.0, + "completions/max_terminated_length": 1648.0, + "completions/mean_length": 549.142578125, + "completions/mean_terminated_length": 549.142578125, + "completions/min_length": 118.0, + "completions/min_terminated_length": 118.0, "epoch": 0.17909111260353705, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005120448524080564, - "kl": 0.0484619140625, + "grad_norm": 0.009383976587188618, + "kl": 0.0116729736328125, "learning_rate": 3.5823439571131675e-06, - "loss": 0.0005, - "num_tokens": 119650455.0, + "loss": 0.0001, + "num_tokens": 118578153.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5615,20 +5615,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1604.0, - "completions/max_terminated_length": 1604.0, - "completions/mean_length": 583.546875, - "completions/mean_terminated_length": 579.5451049804688, - "completions/min_length": 125.0, - "completions/min_terminated_length": 125.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1422.0, + "completions/max_terminated_length": 1422.0, + "completions/mean_length": 582.240234375, + "completions/mean_terminated_length": 582.240234375, + "completions/min_length": 159.0, + "completions/min_terminated_length": 159.0, "epoch": 0.17998656816655473, "frac_reward_zero_std": 1.0, - "grad_norm": 0.02771302136152841, - "kl": 0.06964111328125, + "grad_norm": 0.005973744897078448, + "kl": 0.0115814208984375, "learning_rate": 3.5687861081678477e-06, - "loss": 0.0007, - "num_tokens": 120246799.0, + "loss": 0.0001, + "num_tokens": 119173828.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5644,19 +5644,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1386.0, - "completions/max_terminated_length": 1386.0, - "completions/mean_length": 593.412109375, - "completions/mean_terminated_length": 593.412109375, - "completions/min_length": 165.0, - "completions/min_terminated_length": 165.0, + "completions/max_length": 1376.0, + "completions/max_terminated_length": 1376.0, + "completions/mean_length": 579.224609375, + "completions/mean_terminated_length": 579.224609375, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.18088202372957243, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007212915094271475, - "kl": 0.05010986328125, + "grad_norm": 0.004596046170425412, + "kl": 0.010162353515625, "learning_rate": 3.555193904597291e-06, - "loss": 0.0005, - "num_tokens": 120858322.0, + "loss": 0.0001, + "num_tokens": 119778087.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5671,20 +5671,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1592.0, - "completions/mean_length": 590.431640625, - "completions/mean_terminated_length": 587.5792236328125, - "completions/min_length": 145.0, - "completions/min_terminated_length": 145.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1391.0, + "completions/max_terminated_length": 1391.0, + "completions/mean_length": 574.671875, + "completions/mean_terminated_length": 574.671875, + "completions/min_length": 129.0, + "completions/min_terminated_length": 129.0, "epoch": 0.1817774792925901, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005532916229287632, - "kl": 0.04833984375, + "grad_norm": 0.004380723205360899, + "kl": 0.009918212890625, "learning_rate": 3.541567916703138e-06, - "loss": 0.0005, - "num_tokens": 121442351.0, + "loss": 0.0001, + "num_tokens": 120354047.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5700,19 +5700,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 2002.0, - "completions/mean_length": 629.58984375, - "completions/mean_terminated_length": 626.8140869140625, - "completions/min_length": 199.0, - "completions/min_terminated_length": 199.0, + "completions/max_length": 1886.0, + "completions/max_terminated_length": 1886.0, + "completions/mean_length": 626.44140625, + "completions/mean_terminated_length": 625.624267578125, + "completions/min_length": 121.0, + "completions/min_terminated_length": 121.0, "epoch": 0.1826729348556078, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07012025346138279, - "kl": 0.04815673828125, + "grad_norm": 46.46835422177109, + "kl": 1.1946563720703125, "learning_rate": 3.5279087162045517e-06, - "loss": 0.0031, - "num_tokens": 122078173.0, + "loss": 0.019, + "num_tokens": 120988257.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -5728,19 +5728,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1894.0, - "completions/max_terminated_length": 1894.0, - "completions/mean_length": 618.482421875, - "completions/mean_terminated_length": 618.482421875, - "completions/min_length": 294.0, - "completions/min_terminated_length": 294.0, + "completions/max_length": 1310.0, + "completions/max_terminated_length": 1310.0, + "completions/mean_length": 588.21484375, + "completions/mean_terminated_length": 588.21484375, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.18356839041862547, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005303183352547322, - "kl": 0.04888916015625, + "grad_norm": 0.006442269227273499, + "kl": 0.009613037109375, "learning_rate": 3.5142168762142265e-06, - "loss": 0.0005, - "num_tokens": 122732068.0, + "loss": 0.0001, + "num_tokens": 121626655.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5756,25 +5756,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1630.0, - "completions/max_terminated_length": 1630.0, - "completions/mean_length": 612.640625, - "completions/mean_terminated_length": 612.640625, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/max_length": 1938.0, + "completions/max_terminated_length": 1938.0, + "completions/mean_length": 617.9921875, + "completions/mean_terminated_length": 617.9921875, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.18446384598164317, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06296171173023327, - "kl": 0.05108642578125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.007299388832908803, + "kl": 0.0101470947265625, "learning_rate": 3.500492971214347e-06, - "loss": -0.0047, - "num_tokens": 123357500.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 122254827.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 206 }, { @@ -5783,20 +5783,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1385.0, - "completions/mean_length": 565.35546875, - "completions/mean_terminated_length": 561.558837890625, - "completions/min_length": 190.0, - "completions/min_terminated_length": 190.0, + "completions/max_terminated_length": 1213.0, + "completions/mean_length": 549.857421875, + "completions/mean_terminated_length": 546.9256591796875, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.18535930154466085, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008285648181235224, - "kl": 0.050537109375, + "grad_norm": 0.007711548389239973, + "kl": 0.0094757080078125, "learning_rate": 3.48673757703248e-06, - "loss": 0.0005, - "num_tokens": 123947746.0, + "loss": 0.0001, + "num_tokens": 122837138.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5811,20 +5811,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1469.0, - "completions/mean_length": 582.73828125, - "completions/mean_terminated_length": 572.6154174804688, - "completions/min_length": 213.0, - "completions/min_terminated_length": 213.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1328.0, + "completions/max_terminated_length": 1328.0, + "completions/mean_length": 559.216796875, + "completions/mean_terminated_length": 559.216796875, + "completions/min_length": 226.0, + "completions/min_terminated_length": 226.0, "epoch": 0.18625475710767853, "frac_reward_zero_std": 1.0, - "grad_norm": 0.059277726369991776, - "kl": 0.06085205078125, + "grad_norm": 0.007709733879977267, + "kl": 0.0093841552734375, "learning_rate": 3.472951270817418e-06, - "loss": 0.0006, - "num_tokens": 124560364.0, + "loss": 0.0001, + "num_tokens": 123437713.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5839,20 +5839,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1881.0, - "completions/max_terminated_length": 1881.0, - "completions/mean_length": 578.189453125, - "completions/mean_terminated_length": 578.189453125, - "completions/min_length": 173.0, - "completions/min_terminated_length": 173.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1805.0, + "completions/mean_length": 551.783203125, + "completions/mean_terminated_length": 548.8551635742188, + "completions/min_length": 144.0, + "completions/min_terminated_length": 144.0, "epoch": 0.1871502126706962, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004773000588147992, - "kl": 0.0477294921875, + "grad_norm": 0.006901104494651673, + "kl": 0.0103912353515625, "learning_rate": 3.4591346310149578e-06, - "loss": 0.0005, - "num_tokens": 125158765.0, + "loss": 0.0001, + "num_tokens": 124022594.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5867,20 +5867,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2012.0, - "completions/mean_length": 632.3125, - "completions/mean_terminated_length": 624.06103515625, - "completions/min_length": 147.0, - "completions/min_terminated_length": 147.0, + "completions/max_terminated_length": 1738.0, + "completions/mean_length": 577.857421875, + "completions/mean_terminated_length": 574.9804077148438, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.1880456682337139, "frac_reward_zero_std": 1.0, - "grad_norm": 0.02963143641657182, - "kl": 0.0645751953125, + "grad_norm": 0.005911630324218355, + "kl": 0.0094451904296875, "learning_rate": 3.445288237343632e-06, - "loss": 0.0006, - "num_tokens": 125815789.0, + "loss": 0.0001, + "num_tokens": 124651737.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5895,26 +5895,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1522.0, - "completions/mean_length": 668.24609375, - "completions/mean_terminated_length": 646.3452758789062, - "completions/min_length": 239.0, - "completions/min_terminated_length": 239.0, + "completions/max_terminated_length": 1783.0, + "completions/mean_length": 631.33203125, + "completions/mean_terminated_length": 628.5596923828125, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.18894112379673159, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00816300375427543, - "kl": 0.05059814453125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08768246283609199, + "kl": 0.009124755859375, "learning_rate": 3.4314126707703895e-06, - "loss": 0.0005, - "num_tokens": 126491035.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0086, + "num_tokens": 125308083.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 211 }, { @@ -5923,20 +5923,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1748.0, - "completions/mean_length": 605.109375, - "completions/mean_terminated_length": 600.2549438476562, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1173.0, + "completions/max_terminated_length": 1173.0, + "completions/mean_length": 552.49609375, + "completions/mean_terminated_length": 552.49609375, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.18983657935974926, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00596263048445519, - "kl": 0.05322265625, + "grad_norm": 0.00454190795624133, + "kl": 0.0095672607421875, "learning_rate": 3.4175085134862128e-06, - "loss": 0.0005, - "num_tokens": 127117859.0, + "loss": 0.0001, + "num_tokens": 125907969.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5951,20 +5951,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.84375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 2028.0, - "completions/mean_length": 681.240234375, - "completions/mean_terminated_length": 654.0139770507812, - "completions/min_length": 227.0, - "completions/min_terminated_length": 227.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1566.0, + "completions/max_terminated_length": 1566.0, + "completions/mean_length": 611.28125, + "completions/mean_terminated_length": 611.28125, + "completions/min_length": 239.0, + "completions/min_terminated_length": 239.0, "epoch": 0.19073203492276697, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005312087159167155, - "kl": 0.04901123046875, + "grad_norm": 0.003633879019486841, + "kl": 0.008270263671875, "learning_rate": 3.4035763488816953e-06, - "loss": 0.0005, - "num_tokens": 127788046.0, + "loss": 0.0001, + "num_tokens": 126542337.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -5979,26 +5979,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.84375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1576.0, - "completions/mean_length": 613.779296875, - "completions/mean_terminated_length": 588.962158203125, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1747.0, + "completions/max_terminated_length": 1747.0, + "completions/mean_length": 565.1015625, + "completions/mean_terminated_length": 565.1015625, + "completions/min_length": 233.0, + "completions/min_terminated_length": 233.0, "epoch": 0.19162749048578465, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1042.0108001699423, - "kl": 1.84454345703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003575289557022859, + "kl": 0.0095367431640625, "learning_rate": 3.3896167615225594e-06, - "loss": 0.0181, - "num_tokens": 128423037.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 127152405.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 214 }, { @@ -6007,20 +6007,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1859.0, - "completions/mean_length": 549.240234375, - "completions/mean_terminated_length": 532.712890625, - "completions/min_length": 159.0, - "completions/min_terminated_length": 159.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1061.0, + "completions/max_terminated_length": 1061.0, + "completions/mean_length": 512.28515625, + "completions/mean_terminated_length": 512.28515625, + "completions/min_length": 176.0, + "completions/min_terminated_length": 176.0, "epoch": 0.19252294604880232, "frac_reward_zero_std": 1.0, - "grad_norm": 0.015176587381927465, - "kl": 0.06927490234375, + "grad_norm": 0.0037462711645953797, + "kl": 0.0099639892578125, "learning_rate": 3.375630337125133e-06, - "loss": 0.0007, - "num_tokens": 128981160.0, + "loss": 0.0001, + "num_tokens": 127691607.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6035,26 +6035,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1923.0, - "completions/mean_length": 634.53515625, - "completions/mean_terminated_length": 616.1663818359375, - "completions/min_length": 205.0, - "completions/min_terminated_length": 205.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1562.0, + "completions/max_terminated_length": 1562.0, + "completions/mean_length": 579.341796875, + "completions/mean_terminated_length": 579.341796875, + "completions/min_length": 168.0, + "completions/min_terminated_length": 168.0, "epoch": 0.19341840161182, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.011838339376112336, - "kl": 0.05859375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.037437587504057374, + "kl": 0.0086669921875, "learning_rate": 3.361617662531772e-06, - "loss": 0.0006, - "num_tokens": 129585882.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0002, + "num_tokens": 128268070.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 216 }, { @@ -6063,26 +6063,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1946.0, - "completions/mean_length": 626.982421875, - "completions/mean_terminated_length": 610.1324462890625, - "completions/min_length": 149.0, - "completions/min_terminated_length": 149.0, + "completions/max_terminated_length": 1805.0, + "completions/mean_length": 589.671875, + "completions/mean_terminated_length": 583.9530029296875, + "completions/min_length": 209.0, + "completions/min_terminated_length": 209.0, "epoch": 0.1943138571748377, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004774713168803346, - "kl": 0.04888916015625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.055260322848602106, + "kl": 0.009307861328125, "learning_rate": 3.347579325686237e-06, - "loss": 0.0005, - "num_tokens": 130210065.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0096, + "num_tokens": 128873150.0, + "reward": 0.099609375, + "reward_std": 0.0010673906654119492, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 217 }, { @@ -6091,20 +6091,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1875.0, - "completions/mean_length": 628.736328125, - "completions/mean_terminated_length": 594.6740112304688, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1452.0, + "completions/max_terminated_length": 1452.0, + "completions/mean_length": 550.720703125, + "completions/mean_terminated_length": 550.720703125, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.19520931273785538, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009277070324678074, - "kl": 0.05230712890625, + "grad_norm": 0.004407824970276491, + "kl": 0.0103302001953125, "learning_rate": 3.333515915609027e-06, - "loss": 0.0005, - "num_tokens": 130821866.0, + "loss": 0.0001, + "num_tokens": 129445007.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6119,26 +6119,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1792.0, - "completions/mean_length": 618.80078125, - "completions/mean_terminated_length": 606.6588134765625, - "completions/min_length": 145.0, - "completions/min_terminated_length": 145.0, + "completions/max_terminated_length": 1731.0, + "completions/mean_length": 581.884765625, + "completions/mean_terminated_length": 579.015625, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.19610476830087306, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.056877402143134144, - "kl": 0.0538330078125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006748768231765914, + "kl": 0.0100860595703125, "learning_rate": 3.3194280223726616e-06, - "loss": 0.0095, - "num_tokens": 131481876.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 130086116.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 219 }, { @@ -6147,20 +6147,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1790.0, - "completions/mean_length": 641.310546875, - "completions/mean_terminated_length": 628.4141845703125, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1772.0, + "completions/max_terminated_length": 1772.0, + "completions/mean_length": 589.65625, + "completions/mean_terminated_length": 589.65625, + "completions/min_length": 86.0, + "completions/min_terminated_length": 86.0, "epoch": 0.19700022386389077, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00940584007592381, - "kl": 0.05828857421875, + "grad_norm": 0.003539717009736075, + "kl": 0.0095062255859375, "learning_rate": 3.305316237076927e-06, - "loss": 0.0006, - "num_tokens": 132144915.0, + "loss": 0.0001, + "num_tokens": 130722708.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6175,20 +6175,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1961.0, - "completions/mean_length": 562.9921875, - "completions/mean_terminated_length": 551.6476440429688, - "completions/min_length": 138.0, - "completions/min_terminated_length": 138.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1886.0, + "completions/max_terminated_length": 1886.0, + "completions/mean_length": 540.95703125, + "completions/mean_terminated_length": 540.2034912109375, + "completions/min_length": 139.0, + "completions/min_terminated_length": 139.0, "epoch": 0.19789567942690844, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006685311606671522, - "kl": 0.0562744140625, + "grad_norm": 0.00650263702708007, + "kl": 0.0131988525390625, "learning_rate": 3.291181151824071e-06, - "loss": 0.0006, - "num_tokens": 132707855.0, + "loss": 0.0001, + "num_tokens": 131274366.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6203,20 +6203,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1332.0, - "completions/mean_length": 571.44921875, - "completions/mean_terminated_length": 562.74658203125, - "completions/min_length": 239.0, - "completions/min_terminated_length": 239.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1143.0, + "completions/max_terminated_length": 1143.0, + "completions/mean_length": 545.39453125, + "completions/mean_terminated_length": 545.39453125, + "completions/min_length": 197.0, + "completions/min_terminated_length": 197.0, "epoch": 0.19879113498992612, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00478893835093211, - "kl": 0.04815673828125, + "grad_norm": 0.0033779834664063595, + "kl": 0.00946044921875, "learning_rate": 3.27702335969396e-06, - "loss": 0.0005, - "num_tokens": 133284101.0, + "loss": 0.0001, + "num_tokens": 131837272.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6231,26 +6231,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1737.0, - "completions/mean_length": 577.771484375, - "completions/mean_terminated_length": 568.0078735351562, - "completions/min_length": 109.0, - "completions/min_terminated_length": 109.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1666.0, + "completions/max_terminated_length": 1666.0, + "completions/mean_length": 565.56640625, + "completions/mean_terminated_length": 565.56640625, + "completions/min_length": 168.0, + "completions/min_terminated_length": 168.0, "epoch": 0.1996865905529438, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006428223247827128, - "kl": 0.0548095703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.055179447231091354, + "kl": 0.00946044921875, "learning_rate": 3.2628434547191985e-06, - "loss": 0.0005, - "num_tokens": 133876064.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0, + "num_tokens": 132422986.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 223 }, { @@ -6259,26 +6259,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1768.0, - "completions/mean_length": 591.037109375, - "completions/mean_terminated_length": 578.5680541992188, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1929.0, + "completions/max_terminated_length": 1929.0, + "completions/mean_length": 565.845703125, + "completions/mean_terminated_length": 565.2308959960938, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.2005820461159615, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06631243326090758, - "kl": 0.06134033203125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.21010312450686547, + "kl": 0.0242919921875, "learning_rate": 3.2486420318601973e-06, - "loss": 0.0131, - "num_tokens": 134478851.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 133012875.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 224 }, { @@ -6287,20 +6287,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1559.0, - "completions/mean_length": 597.66015625, - "completions/mean_terminated_length": 592.931396484375, - "completions/min_length": 191.0, - "completions/min_terminated_length": 191.0, + "completions/max_terminated_length": 1093.0, + "completions/mean_length": 578.96484375, + "completions/mean_terminated_length": 576.0900268554688, + "completions/min_length": 180.0, + "completions/min_terminated_length": 180.0, "epoch": 0.20147750167897918, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008008668550094192, - "kl": 0.05316162109375, + "grad_norm": 0.013242127221665219, + "kl": 0.009429931640625, "learning_rate": 3.2344196869802187e-06, - "loss": 0.0005, - "num_tokens": 135111445.0, + "loss": 0.0001, + "num_tokens": 133635897.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6315,20 +6315,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1460.0, - "completions/max_terminated_length": 1460.0, - "completions/mean_length": 582.05859375, - "completions/mean_terminated_length": 580.8982543945312, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2034.0, + "completions/max_terminated_length": 2034.0, + "completions/mean_length": 566.775390625, + "completions/mean_terminated_length": 566.775390625, + "completions/min_length": 259.0, + "completions/min_terminated_length": 259.0, "epoch": 0.20237295724199686, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006453994968670067, - "kl": 0.05267333984375, + "grad_norm": 0.003305902510981695, + "kl": 0.008819580078125, "learning_rate": 3.2201770168203694e-06, - "loss": 0.0005, - "num_tokens": 135674979.0, + "loss": 0.0001, + "num_tokens": 134191606.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6343,20 +6343,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1670.0, - "completions/max_terminated_length": 1670.0, - "completions/mean_length": 626.3046875, - "completions/mean_terminated_length": 626.3046875, - "completions/min_length": 197.0, - "completions/min_terminated_length": 197.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1829.0, + "completions/mean_length": 614.041015625, + "completions/mean_terminated_length": 611.2348022460938, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.20326841280501456, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0049162524656169515, - "kl": 0.04791259765625, + "grad_norm": 0.003785127098280972, + "kl": 0.008941650390625, "learning_rate": 3.205914618974563e-06, - "loss": 0.0005, - "num_tokens": 136314863.0, + "loss": 0.0001, + "num_tokens": 134825211.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6371,26 +6371,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1508.0, - "completions/mean_length": 588.765625, - "completions/mean_terminated_length": 583.0431518554688, - "completions/min_length": 227.0, - "completions/min_terminated_length": 227.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1418.0, + "completions/max_terminated_length": 1418.0, + "completions/mean_length": 573.529296875, + "completions/mean_terminated_length": 573.529296875, + "completions/min_length": 209.0, + "completions/min_terminated_length": 209.0, "epoch": 0.20416386836803224, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08725654752259214, - "kl": 0.0467529296875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003247968244119725, + "kl": 0.0087890625, "learning_rate": 3.1916330918644496e-06, - "loss": 0.0138, - "num_tokens": 136916679.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 135419226.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 228 }, { @@ -6400,19 +6400,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1188.0, - "completions/max_terminated_length": 1188.0, - "completions/mean_length": 552.72265625, - "completions/mean_terminated_length": 552.72265625, - "completions/min_length": 151.0, - "completions/min_terminated_length": 151.0, + "completions/max_length": 1325.0, + "completions/max_terminated_length": 1325.0, + "completions/mean_length": 560.087890625, + "completions/mean_terminated_length": 560.087890625, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.20505932393104992, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005918437311628653, - "kl": 0.04791259765625, + "grad_norm": 0.0032627582108987214, + "kl": 0.0091094970703125, "learning_rate": 3.177333034714303e-06, - "loss": 0.0005, - "num_tokens": 137493209.0, + "loss": 0.0001, + "num_tokens": 135999527.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6427,26 +6427,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1678.0, - "completions/max_terminated_length": 1678.0, - "completions/mean_length": 581.326171875, - "completions/mean_terminated_length": 581.326171875, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1949.0, + "completions/mean_length": 586.2265625, + "completions/mean_terminated_length": 583.365966796875, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.2059547794940676, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00490406522911546, - "kl": 0.0498046875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09080945802381934, + "kl": 0.0089111328125, "learning_rate": 3.1630150475258813e-06, - "loss": 0.0005, - "num_tokens": 138111952.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0121, + "num_tokens": 136620779.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 230 }, { @@ -6455,20 +6455,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1587.0, - "completions/mean_length": 570.556640625, - "completions/mean_terminated_length": 566.9745483398438, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1531.0, + "completions/max_terminated_length": 1531.0, + "completions/mean_length": 538.849609375, + "completions/mean_terminated_length": 538.849609375, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.2068502350570853, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005622069756397748, - "kl": 0.052001953125, + "grad_norm": 0.003138487381120811, + "kl": 0.008453369140625, "learning_rate": 3.148679731053252e-06, - "loss": 0.0005, - "num_tokens": 138669325.0, + "loss": 0.0001, + "num_tokens": 137161918.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6483,20 +6483,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1477.0, - "completions/max_terminated_length": 1477.0, - "completions/mean_length": 561.345703125, - "completions/mean_terminated_length": 560.127197265625, - "completions/min_length": 138.0, - "completions/min_terminated_length": 138.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1240.0, + "completions/max_terminated_length": 1240.0, + "completions/mean_length": 542.169921875, + "completions/mean_terminated_length": 542.169921875, + "completions/min_length": 102.0, + "completions/min_terminated_length": 102.0, "epoch": 0.20774569062010298, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0061702858371463455, - "kl": 0.05303955078125, + "grad_norm": 0.009515406157466605, + "kl": 0.008758544921875, "learning_rate": 3.1343276867775805e-06, - "loss": 0.0005, - "num_tokens": 139245246.0, + "loss": 0.0001, + "num_tokens": 137728021.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6511,26 +6511,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1300.0, - "completions/max_terminated_length": 1300.0, - "completions/mean_length": 554.18359375, - "completions/mean_terminated_length": 553.1956787109375, - "completions/min_length": 161.0, - "completions/min_terminated_length": 161.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2033.0, + "completions/max_terminated_length": 2033.0, + "completions/mean_length": 542.384765625, + "completions/mean_terminated_length": 542.384765625, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.20864114618312066, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0076579380750235754, - "kl": 0.0537109375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0803866907591395, + "kl": 0.0088348388671875, "learning_rate": 3.1199595168819043e-06, - "loss": 0.0005, - "num_tokens": 139843420.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0006, + "num_tokens": 138320154.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 233 }, { @@ -6539,26 +6539,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1842.0, - "completions/max_terminated_length": 1842.0, - "completions/mean_length": 567.6640625, - "completions/mean_terminated_length": 566.75537109375, - "completions/min_length": 194.0, - "completions/min_terminated_length": 194.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1453.0, + "completions/max_terminated_length": 1453.0, + "completions/mean_length": 555.943359375, + "completions/mean_terminated_length": 555.943359375, + "completions/min_length": 141.0, + "completions/min_terminated_length": 141.0, "epoch": 0.20953660174613833, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06004552744678529, - "kl": 0.0496826171875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004165672775291565, + "kl": 0.009033203125, "learning_rate": 3.105575824225852e-06, - "loss": 0.005, - "num_tokens": 140447648.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 138918381.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 234 }, { @@ -6569,24 +6569,24 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1984.0, - "completions/mean_length": 606.52734375, - "completions/mean_terminated_length": 600.8745727539062, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/max_terminated_length": 1522.0, + "completions/mean_length": 602.44921875, + "completions/mean_terminated_length": 596.7804565429688, + "completions/min_length": 159.0, + "completions/min_terminated_length": 159.0, "epoch": 0.21043205730915604, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08033506958705695, - "kl": 0.04827880859375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003358640291167207, + "kl": 0.0087738037109375, "learning_rate": 3.091177212320363e-06, - "loss": 0.0086, - "num_tokens": 141079454.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 139548099.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 235 }, { @@ -6596,25 +6596,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1724.0, - "completions/max_terminated_length": 1724.0, - "completions/mean_length": 544.689453125, - "completions/mean_terminated_length": 544.689453125, - "completions/min_length": 168.0, - "completions/min_terminated_length": 168.0, + "completions/max_length": 1849.0, + "completions/max_terminated_length": 1849.0, + "completions/mean_length": 524.318359375, + "completions/mean_terminated_length": 524.318359375, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.21132751287217372, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.07990215927891466, - "kl": 0.046142578125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003609540305049046, + "kl": 0.0086212158203125, "learning_rate": 3.0767642853023538e-06, - "loss": 0.0005, - "num_tokens": 141634255.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 140092470.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 236 }, { @@ -6624,19 +6624,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1361.0, - "completions/max_terminated_length": 1361.0, - "completions/mean_length": 563.033203125, - "completions/mean_terminated_length": 561.4774780273438, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/max_length": 1873.0, + "completions/max_terminated_length": 1873.0, + "completions/mean_length": 556.666015625, + "completions/mean_terminated_length": 554.7005615234375, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.2122229684351914, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006933071789708101, - "kl": 0.05389404296875, + "grad_norm": 316.8174705618427, + "kl": 65.50691223144531, "learning_rate": 3.062337647909376e-06, - "loss": 0.0005, - "num_tokens": 142211648.0, + "loss": 0.6582, + "num_tokens": 140666603.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6651,20 +6651,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1348.0, - "completions/max_terminated_length": 1348.0, - "completions/mean_length": 552.03515625, - "completions/mean_terminated_length": 552.03515625, - "completions/min_length": 151.0, - "completions/min_terminated_length": 151.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1543.0, + "completions/mean_length": 533.71875, + "completions/mean_terminated_length": 530.75537109375, + "completions/min_length": 172.0, + "completions/min_terminated_length": 172.0, "epoch": 0.2131184239982091, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005791270028062369, - "kl": 0.04583740234375, + "grad_norm": 0.004126053408821417, + "kl": 0.0089111328125, "learning_rate": 3.04789790545424e-06, - "loss": 0.0005, - "num_tokens": 142782642.0, + "loss": 0.0001, + "num_tokens": 141228219.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6679,20 +6679,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1458.0, - "completions/max_terminated_length": 1458.0, - "completions/mean_length": 572.533203125, - "completions/mean_terminated_length": 572.533203125, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1307.0, + "completions/mean_length": 571.94140625, + "completions/mean_terminated_length": 569.0528564453125, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.21401387956122678, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008004719272026003, - "kl": 0.0469970703125, + "grad_norm": 0.0031841456494166574, + "kl": 0.00885009765625, "learning_rate": 3.033445663799621e-06, - "loss": 0.0005, - "num_tokens": 143375619.0, + "loss": 0.0001, + "num_tokens": 141820893.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6707,20 +6707,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1575.0, - "completions/mean_length": 583.48046875, - "completions/mean_terminated_length": 580.614501953125, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1528.0, + "completions/max_terminated_length": 1528.0, + "completions/mean_length": 556.794921875, + "completions/mean_terminated_length": 556.794921875, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.21490933512424445, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004638129698711235, - "kl": 0.04461669921875, + "grad_norm": 0.005177262843237681, + "kl": 0.009063720703125, "learning_rate": 3.018981529332633e-06, - "loss": 0.0004, - "num_tokens": 143961561.0, + "loss": 0.0001, + "num_tokens": 142393172.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6736,19 +6736,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1391.0, - "completions/max_terminated_length": 1391.0, - "completions/mean_length": 585.458984375, - "completions/mean_terminated_length": 585.458984375, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/max_length": 1442.0, + "completions/max_terminated_length": 1442.0, + "completions/mean_length": 572.935546875, + "completions/mean_terminated_length": 572.935546875, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.21580479068726213, "frac_reward_zero_std": 1.0, - "grad_norm": 0.018662130861021326, - "kl": 0.04779052734375, + "grad_norm": 0.0034165096991114357, + "kl": 0.0080718994140625, "learning_rate": 3.00450610893939e-06, - "loss": 0.0005, - "num_tokens": 144583124.0, + "loss": 0.0001, + "num_tokens": 143008323.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6763,20 +6763,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1732.0, - "completions/max_terminated_length": 1732.0, - "completions/mean_length": 571.75390625, - "completions/mean_terminated_length": 571.75390625, - "completions/min_length": 197.0, - "completions/min_terminated_length": 197.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1551.0, + "completions/mean_length": 556.876953125, + "completions/mean_terminated_length": 553.9589233398438, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.21670024625027984, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00517530359345756, - "kl": 0.04498291015625, + "grad_norm": 0.0029792538892433463, + "kl": 0.0089874267578125, "learning_rate": 2.9900200099795396e-06, - "loss": 0.0005, - "num_tokens": 145184774.0, + "loss": 0.0001, + "num_tokens": 143602356.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6792,19 +6792,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1316.0, - "completions/max_terminated_length": 1316.0, - "completions/mean_length": 532.478515625, - "completions/mean_terminated_length": 532.478515625, - "completions/min_length": 145.0, - "completions/min_terminated_length": 145.0, + "completions/max_length": 1276.0, + "completions/max_terminated_length": 1276.0, + "completions/mean_length": 508.087890625, + "completions/mean_terminated_length": 508.087890625, + "completions/min_length": 162.0, + "completions/min_terminated_length": 162.0, "epoch": 0.21759570181329752, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005194283804810911, - "kl": 0.0467529296875, + "grad_norm": 0.0032021746534605607, + "kl": 0.008880615234375, "learning_rate": 2.9755238402607826e-06, - "loss": 0.0005, - "num_tokens": 145765275.0, + "loss": 0.0001, + "num_tokens": 144170369.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6819,20 +6819,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1867.0, - "completions/mean_length": 597.060546875, - "completions/mean_terminated_length": 594.2211303710938, - "completions/min_length": 126.0, - "completions/min_terminated_length": 126.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1538.0, + "completions/max_terminated_length": 1538.0, + "completions/mean_length": 586.673828125, + "completions/mean_terminated_length": 586.673828125, + "completions/min_length": 226.0, + "completions/min_terminated_length": 226.0, "epoch": 0.2184911573763152, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0654952222523936, - "kl": 0.0472412109375, + "grad_norm": 0.04216403891799333, + "kl": 0.0085296630859375, "learning_rate": 2.961018208013367e-06, - "loss": 0.0096, - "num_tokens": 146409306.0, + "loss": -0.0005, + "num_tokens": 144809082.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -6847,20 +6847,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1451.0, - "completions/mean_length": 598.9921875, - "completions/mean_terminated_length": 593.8074951171875, - "completions/min_length": 186.0, - "completions/min_terminated_length": 186.0, + "completions/max_terminated_length": 1335.0, + "completions/mean_length": 601.25, + "completions/mean_terminated_length": 598.4187622070312, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.2193866129393329, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006328652943732272, - "kl": 0.059326171875, + "grad_norm": 0.004208175970862356, + "kl": 0.0084991455078125, "learning_rate": 2.9465037218645694e-06, - "loss": 0.0006, - "num_tokens": 147054854.0, + "loss": 0.0001, + "num_tokens": 145455786.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6876,19 +6876,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1251.0, - "completions/max_terminated_length": 1251.0, - "completions/mean_length": 579.97265625, - "completions/mean_terminated_length": 579.97265625, - "completions/min_length": 165.0, - "completions/min_terminated_length": 165.0, + "completions/max_length": 1122.0, + "completions/max_terminated_length": 1122.0, + "completions/mean_length": 569.181640625, + "completions/mean_terminated_length": 569.181640625, + "completions/min_length": 134.0, + "completions/min_terminated_length": 134.0, "epoch": 0.22028206850235058, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005146548055592316, - "kl": 0.047607421875, + "grad_norm": 0.00319025018151349, + "kl": 0.0084075927734375, "learning_rate": 2.9319809908131604e-06, - "loss": 0.0005, - "num_tokens": 147642312.0, + "loss": 0.0001, + "num_tokens": 146037719.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6903,26 +6903,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1445.0, - "completions/max_terminated_length": 1445.0, - "completions/mean_length": 584.04296875, - "completions/mean_terminated_length": 583.6438598632812, - "completions/min_length": 254.0, - "completions/min_terminated_length": 254.0, + "completions/clipped_ratio": -6.9375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1360.0, + "completions/mean_length": 593.521484375, + "completions/mean_terminated_length": 584.3070678710938, + "completions/min_length": 212.0, + "completions/min_terminated_length": 212.0, "epoch": 0.22117752406536825, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005701587911010035, - "kl": 0.05059814453125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.12997437289473063, + "kl": 0.015045166015625, "learning_rate": 2.917450624203847e-06, - "loss": 0.0005, - "num_tokens": 148250750.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0128, + "num_tokens": 146651010.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 247 }, { @@ -6931,20 +6931,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1826.0, - "completions/mean_length": 580.466796875, - "completions/mean_terminated_length": 574.662109375, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1196.0, + "completions/max_terminated_length": 1196.0, + "completions/mean_length": 568.05859375, + "completions/mean_terminated_length": 568.05859375, + "completions/min_length": 224.0, + "completions/min_terminated_length": 224.0, "epoch": 0.22207297962838593, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005432057373877413, - "kl": 0.05230712890625, + "grad_norm": 0.002920667478560272, + "kl": 0.0084991455078125, "learning_rate": 2.9029132317017118e-06, - "loss": 0.0005, - "num_tokens": 148858237.0, + "loss": 0.0001, + "num_tokens": 147252144.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6959,20 +6959,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1624.0, - "completions/mean_length": 544.392578125, - "completions/mean_terminated_length": 541.4500732421875, - "completions/min_length": 158.0, - "completions/min_terminated_length": 158.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1365.0, + "completions/max_terminated_length": 1365.0, + "completions/mean_length": 551.31640625, + "completions/mean_terminated_length": 551.31640625, + "completions/min_length": 146.0, + "completions/min_terminated_length": 146.0, "epoch": 0.22296843519140364, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004372778590201045, - "kl": 0.04522705078125, + "grad_norm": 0.0027478217190436602, + "kl": 0.00798797607421875, "learning_rate": 2.888369423266629e-06, - "loss": 0.0005, - "num_tokens": 149419590.0, + "loss": 0.0001, + "num_tokens": 147817042.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -6987,20 +6987,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1348.0, - "completions/max_terminated_length": 1348.0, - "completions/mean_length": 559.509765625, - "completions/mean_terminated_length": 558.8160400390625, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2025.0, + "completions/max_terminated_length": 2025.0, + "completions/mean_length": 561.966796875, + "completions/mean_terminated_length": 561.966796875, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.2238638907544213, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007646236721940514, - "kl": 0.05322265625, + "grad_norm": 0.005290429562560041, + "kl": 0.008819580078125, "learning_rate": 2.8738198091276712e-06, - "loss": 0.0005, - "num_tokens": 150017483.0, + "loss": 0.0001, + "num_tokens": 148416193.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7015,20 +7015,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1453.0, - "completions/mean_length": 543.091796875, - "completions/mean_terminated_length": 538.3988647460938, - "completions/min_length": 142.0, - "completions/min_terminated_length": 142.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1354.0, + "completions/max_terminated_length": 1354.0, + "completions/mean_length": 545.177734375, + "completions/mean_terminated_length": 545.177734375, + "completions/min_length": 150.0, + "completions/min_terminated_length": 150.0, "epoch": 0.224759346317439, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008486197284828401, - "kl": 0.05853271484375, + "grad_norm": 0.00344700409889045, + "kl": 0.008514404296875, "learning_rate": 2.859264999757509e-06, - "loss": 0.0006, - "num_tokens": 150561082.0, + "loss": 0.0001, + "num_tokens": 148960860.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7043,20 +7043,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 2048.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1325.0, "completions/max_terminated_length": 1325.0, - "completions/mean_length": 582.26171875, - "completions/mean_terminated_length": 574.6023559570312, - "completions/min_length": 127.0, - "completions/min_terminated_length": 127.0, + "completions/mean_length": 575.69921875, + "completions/mean_terminated_length": 574.74755859375, + "completions/min_length": 164.0, + "completions/min_terminated_length": 164.0, "epoch": 0.2256548018804567, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07379730684287858, - "kl": 0.0567626953125, + "grad_norm": 0.09620477170433032, + "kl": 0.010467529296875, "learning_rate": 2.8447056058467928e-06, - "loss": 0.0042, - "num_tokens": 151185920.0, + "loss": 0.0059, + "num_tokens": 149582338.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -7071,26 +7071,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1381.0, - "completions/mean_length": 609.107421875, - "completions/mean_terminated_length": 598.6134033203125, - "completions/min_length": 152.0, - "completions/min_terminated_length": 152.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1466.0, + "completions/max_terminated_length": 1466.0, + "completions/mean_length": 609.81640625, + "completions/mean_terminated_length": 609.81640625, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.22655025744347437, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.008824669605331369, - "kl": 0.0582275390625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05824071665078531, + "kl": 0.0098114013671875, "learning_rate": 2.830142238278531e-06, - "loss": 0.0006, - "num_tokens": 151836199.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0021, + "num_tokens": 150232980.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 253 }, { @@ -7101,18 +7101,18 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1344.0, - "completions/mean_length": 596.0546875, - "completions/mean_terminated_length": 593.2133178710938, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/max_terminated_length": 1494.0, + "completions/mean_length": 614.978515625, + "completions/mean_terminated_length": 612.1741333007812, + "completions/min_length": 255.0, + "completions/min_terminated_length": 255.0, "epoch": 0.22744571300649205, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00403469657058676, - "kl": 0.0469970703125, + "grad_norm": 0.002749795848165891, + "kl": 0.008148193359375, "learning_rate": 2.81557550810246e-06, - "loss": 0.0005, - "num_tokens": 152429587.0, + "loss": 0.0001, + "num_tokens": 150836057.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7127,26 +7127,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1476.0, - "completions/mean_length": 585.66015625, - "completions/mean_terminated_length": 580.1296997070312, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/max_terminated_length": 1787.0, + "completions/mean_length": 583.310546875, + "completions/mean_terminated_length": 580.4442138671875, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.22834116856950973, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.010358310622908547, - "kl": 0.05926513671875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05832611040542345, + "kl": 0.0085906982421875, "learning_rate": 2.8010060265094026e-06, - "loss": 0.0006, - "num_tokens": 153022197.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0012, + "num_tokens": 151427464.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 255 }, { @@ -7155,20 +7155,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1802.0, - "completions/mean_length": 569.18359375, - "completions/mean_terminated_length": 563.3843383789062, - "completions/min_length": 150.0, - "completions/min_terminated_length": 150.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1373.0, + "completions/max_terminated_length": 1373.0, + "completions/mean_length": 559.775390625, + "completions/mean_terminated_length": 559.775390625, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.22923662413252743, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0050837400422739315, - "kl": 0.0462646484375, + "grad_norm": 0.0025223599801953577, + "kl": 0.00812530517578125, "learning_rate": 2.786434404805629e-06, - "loss": 0.0005, - "num_tokens": 153618579.0, + "loss": 0.0001, + "num_tokens": 152019029.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7183,20 +7183,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1237.0, - "completions/mean_length": 612.283203125, - "completions/mean_terminated_length": 608.6686401367188, - "completions/min_length": 247.0, - "completions/min_terminated_length": 247.0, + "completions/max_terminated_length": 1523.0, + "completions/mean_length": 614.580078125, + "completions/mean_terminated_length": 611.7749633789062, + "completions/min_length": 242.0, + "completions/min_terminated_length": 242.0, "epoch": 0.2301320796955451, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004218948614674557, - "kl": 0.04693603515625, + "grad_norm": 0.0030536557032659947, + "kl": 0.0078582763671875, "learning_rate": 2.771861254387199e-06, - "loss": 0.0005, - "num_tokens": 154276452.0, + "loss": 0.0001, + "num_tokens": 152678078.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7211,20 +7211,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1304.0, - "completions/mean_length": 623.123046875, - "completions/mean_terminated_length": 620.3346557617188, - "completions/min_length": 262.0, - "completions/min_terminated_length": 262.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1291.0, + "completions/max_terminated_length": 1291.0, + "completions/mean_length": 615.45703125, + "completions/mean_terminated_length": 615.45703125, + "completions/min_length": 227.0, + "completions/min_terminated_length": 227.0, "epoch": 0.2310275352585628, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0038371490056063186, - "kl": 0.044921875, + "grad_norm": 0.003043134978341531, + "kl": 0.0074005126953125, "learning_rate": 2.7572871867143204e-06, - "loss": 0.0004, - "num_tokens": 154894739.0, + "loss": 0.0001, + "num_tokens": 153292440.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7239,20 +7239,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1241.0, - "completions/mean_length": 578.615234375, - "completions/mean_terminated_length": 571.785888671875, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1704.0, + "completions/max_terminated_length": 1704.0, + "completions/mean_length": 576.3359375, + "completions/mean_terminated_length": 576.3359375, + "completions/min_length": 163.0, + "completions/min_terminated_length": 163.0, "epoch": 0.23192299082158047, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008145436520239484, - "kl": 0.06011962890625, + "grad_norm": 0.0028982682805773425, + "kl": 0.00792694091796875, "learning_rate": 2.742712813285681e-06, - "loss": 0.0006, - "num_tokens": 155517646.0, + "loss": 0.0001, + "num_tokens": 153914180.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7267,26 +7267,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1960.0, - "completions/mean_length": 626.619140625, - "completions/mean_terminated_length": 618.24169921875, - "completions/min_length": 221.0, - "completions/min_terminated_length": 221.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1893.0, + "completions/max_terminated_length": 1893.0, + "completions/mean_length": 612.654296875, + "completions/mean_terminated_length": 611.6085815429688, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.23281844638459817, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0689990067886915, - "kl": 0.055908203125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00965268256928715, + "kl": 0.0164031982421875, "learning_rate": 2.7281387456128017e-06, - "loss": 0.0071, - "num_tokens": 156187803.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 154577187.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 260 }, { @@ -7295,20 +7295,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1619.0, - "completions/mean_length": 612.373046875, - "completions/mean_terminated_length": 603.91162109375, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/max_terminated_length": 1499.0, + "completions/mean_length": 597.28515625, + "completions/mean_terminated_length": 594.4461669921875, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.23371390194761585, "frac_reward_zero_std": 1.0, - "grad_norm": 1.1313821813786047, - "kl": 0.098388671875, + "grad_norm": 0.004089560262463787, + "kl": 0.0096588134765625, "learning_rate": 2.7135655951943716e-06, - "loss": 0.001, - "num_tokens": 156841610.0, + "loss": 0.0001, + "num_tokens": 155223269.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7323,20 +7323,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1338.0, - "completions/mean_length": 560.53515625, - "completions/mean_terminated_length": 547.2662963867188, - "completions/min_length": 136.0, - "completions/min_terminated_length": 136.0, + "completions/max_terminated_length": 1608.0, + "completions/mean_length": 564.794921875, + "completions/mean_terminated_length": 561.892333984375, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.23460935751063353, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.09702522439017101, - "kl": 0.05462646484375, + "grad_norm": 0.10228660877556683, + "kl": 0.0084991455078125, "learning_rate": 2.698993973490598e-06, - "loss": 0.015, - "num_tokens": 157469980.0, + "loss": 0.0131, + "num_tokens": 155853820.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -7351,20 +7351,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1909.0, - "completions/mean_length": 535.12109375, - "completions/mean_terminated_length": 522.0059204101562, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1835.0, + "completions/max_terminated_length": 1835.0, + "completions/mean_length": 549.693359375, + "completions/mean_terminated_length": 548.9823608398438, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.23550481307365123, "frac_reward_zero_std": 1.0, - "grad_norm": 0.010862493459670133, - "kl": 0.06060791015625, + "grad_norm": 0.01584764131757789, + "kl": 0.0160675048828125, "learning_rate": 2.6844244918975416e-06, - "loss": 0.0006, - "num_tokens": 158024346.0, + "loss": 0.0002, + "num_tokens": 156415647.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7379,26 +7379,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1640.0, - "completions/mean_length": 558.44140625, - "completions/mean_terminated_length": 543.75146484375, - "completions/min_length": 226.0, - "completions/min_terminated_length": 226.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1293.0, + "completions/max_terminated_length": 1293.0, + "completions/mean_length": 568.513671875, + "completions/mean_terminated_length": 567.7240600585938, + "completions/min_length": 215.0, + "completions/min_terminated_length": 215.0, "epoch": 0.2364002686366689, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.01007907413544423, - "kl": 0.0545654296875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09690673980335059, + "kl": 0.022705078125, "learning_rate": 2.66985776172147e-06, - "loss": 0.0005, - "num_tokens": 158597404.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0004, + "num_tokens": 156993862.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 264 }, { @@ -7407,20 +7407,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.859375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1474.0, - "completions/mean_length": 573.693359375, - "completions/mean_terminated_length": 548.4691772460938, - "completions/min_length": 168.0, - "completions/min_terminated_length": 168.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1643.0, + "completions/max_terminated_length": 1643.0, + "completions/mean_length": 576.32421875, + "completions/mean_terminated_length": 576.32421875, + "completions/min_length": 192.0, + "completions/min_terminated_length": 192.0, "epoch": 0.2372957241996866, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009575151333470916, - "kl": 0.05621337890625, + "grad_norm": 0.004439510741313418, + "kl": 0.008209228515625, "learning_rate": 2.6552943941532088e-06, - "loss": 0.0006, - "num_tokens": 159207039.0, + "loss": 0.0001, + "num_tokens": 157604844.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7435,20 +7435,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.75, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1998.0, - "completions/mean_length": 573.662109375, - "completions/mean_terminated_length": 526.102783203125, - "completions/min_length": 172.0, - "completions/min_terminated_length": 172.0, + "completions/max_terminated_length": 1738.0, + "completions/mean_length": 580.025390625, + "completions/mean_terminated_length": 577.1526489257812, + "completions/min_length": 126.0, + "completions/min_terminated_length": 126.0, "epoch": 0.23819117976270426, "frac_reward_zero_std": 1.0, - "grad_norm": 0.013645668908412388, - "kl": 0.06549072265625, + "grad_norm": 0.005051127249402352, + "kl": 0.00849151611328125, "learning_rate": 2.6407350002424927e-06, - "loss": 0.0007, - "num_tokens": 159824162.0, + "loss": 0.0001, + "num_tokens": 158225225.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7463,20 +7463,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.734375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1562.0, - "completions/mean_length": 574.169921875, - "completions/mean_terminated_length": 523.5535888671875, - "completions/min_length": 169.0, - "completions/min_terminated_length": 169.0, + "completions/max_terminated_length": 1434.0, + "completions/mean_length": 570.8515625, + "completions/mean_terminated_length": 567.9608764648438, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.23908663532572197, "frac_reward_zero_std": 1.0, - "grad_norm": 0.014855709612759045, - "kl": 0.0626220703125, + "grad_norm": 0.009859382079514532, + "kl": 0.0097503662109375, "learning_rate": 2.626180190872329e-06, - "loss": 0.0006, - "num_tokens": 160402873.0, + "loss": 0.0001, + "num_tokens": 158802237.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7491,26 +7491,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.828125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1247.0, - "completions/mean_length": 545.73828125, - "completions/mean_terminated_length": 512.7545166015625, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1336.0, + "completions/max_terminated_length": 1336.0, + "completions/mean_length": 566.79296875, + "completions/mean_terminated_length": 566.79296875, + "completions/min_length": 231.0, + "completions/min_terminated_length": 231.0, "epoch": 0.23998209088873965, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.052896967313257874, - "kl": 0.06146240234375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004277627243588492, + "kl": 0.00750732421875, "learning_rate": 2.611630576733372e-06, - "loss": -0.0025, - "num_tokens": 160994419.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 159404563.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 268 }, { @@ -7519,20 +7519,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1549.0, - "completions/mean_length": 539.318359375, - "completions/mean_terminated_length": 505.3060302734375, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1528.0, + "completions/max_terminated_length": 1528.0, + "completions/mean_length": 564.849609375, + "completions/mean_terminated_length": 564.849609375, + "completions/min_length": 200.0, + "completions/min_terminated_length": 200.0, "epoch": 0.24087754645175732, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011827177223144848, - "kl": 0.0672607421875, + "grad_norm": 0.004866099932917146, + "kl": 0.0077972412109375, "learning_rate": 2.5970867682982885e-06, - "loss": 0.0007, - "num_tokens": 161569638.0, + "loss": 0.0001, + "num_tokens": 159992854.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7547,26 +7547,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.78125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1363.0, - "completions/mean_length": 550.271484375, - "completions/mean_terminated_length": 508.1666564941406, - "completions/min_length": 102.0, - "completions/min_terminated_length": 102.0, + "completions/max_terminated_length": 1802.0, + "completions/mean_length": 570.490234375, + "completions/mean_terminated_length": 567.5988159179688, + "completions/min_length": 84.0, + "completions/min_terminated_length": 84.0, "epoch": 0.24177300201477503, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.009620558992138992, - "kl": 0.06439208984375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05839995382013476, + "kl": 0.008270263671875, "learning_rate": 2.582549375796154e-06, - "loss": 0.0006, - "num_tokens": 162189217.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0129, + "num_tokens": 160622785.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 270 }, { @@ -7575,20 +7575,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1735.0, - "completions/mean_length": 564.26953125, - "completions/mean_terminated_length": 528.6600341796875, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/max_terminated_length": 1279.0, + "completions/mean_length": 582.490234375, + "completions/mean_terminated_length": 579.622314453125, + "completions/min_length": 139.0, + "completions/min_terminated_length": 139.0, "epoch": 0.2426684575777927, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011339660484190167, - "kl": 0.06573486328125, + "grad_norm": 0.0035678064526539688, + "kl": 0.008392333984375, "learning_rate": 2.568019009186841e-06, - "loss": 0.0007, - "num_tokens": 162740027.0, + "loss": 0.0001, + "num_tokens": 161182924.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7603,20 +7603,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.84375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1700.0, - "completions/mean_length": 513.61328125, - "completions/mean_terminated_length": 483.0478210449219, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1361.0, + "completions/max_terminated_length": 1361.0, + "completions/mean_length": 525.4921875, + "completions/mean_terminated_length": 525.4921875, + "completions/min_length": 203.0, + "completions/min_terminated_length": 203.0, "epoch": 0.24356391314081038, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009385702347993711, - "kl": 0.0584716796875, + "grad_norm": 0.0031233149161186808, + "kl": 0.008209228515625, "learning_rate": 2.5534962781354317e-06, - "loss": 0.0006, - "num_tokens": 163306197.0, + "loss": 0.0001, + "num_tokens": 161755176.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7631,26 +7631,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.859375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1686.0, - "completions/mean_length": 552.63671875, - "completions/mean_terminated_length": 525.8806762695312, - "completions/min_length": 139.0, - "completions/min_terminated_length": 139.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1826.0, + "completions/max_terminated_length": 1826.0, + "completions/mean_length": 568.16796875, + "completions/mean_terminated_length": 568.16796875, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.24445936870382806, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08002624358034882, - "kl": 0.0601806640625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0034764954757281943, + "kl": 0.0081634521484375, "learning_rate": 2.538981791986634e-06, - "loss": 0.0008, - "num_tokens": 163885371.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 162342302.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 273 }, { @@ -7659,26 +7659,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.8125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1331.0, - "completions/mean_length": 552.349609375, - "completions/mean_terminated_length": 516.4540405273438, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1273.0, + "completions/max_terminated_length": 1273.0, + "completions/mean_length": 580.52734375, + "completions/mean_terminated_length": 580.52734375, + "completions/min_length": 141.0, + "completions/min_terminated_length": 141.0, "epoch": 0.24535482426684577, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06166515634300674, - "kl": 0.073974609375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0028758465684256365, + "kl": 0.008209228515625, "learning_rate": 2.524476159739218e-06, - "loss": 0.0006, - "num_tokens": 164493006.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 162964364.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 274 }, { @@ -7687,20 +7687,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1314.0, - "completions/mean_length": 547.078125, - "completions/mean_terminated_length": 526.2732543945312, - "completions/min_length": 124.0, - "completions/min_terminated_length": 124.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1399.0, + "completions/max_terminated_length": 1399.0, + "completions/mean_length": 575.3125, + "completions/mean_terminated_length": 575.3125, + "completions/min_length": 126.0, + "completions/min_terminated_length": 126.0, "epoch": 0.24625027982986344, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01257928535443048, - "kl": 0.0628662109375, + "grad_norm": 0.0039951419743716335, + "kl": 0.0081787109375, "learning_rate": 2.5099799900204607e-06, - "loss": 0.0006, - "num_tokens": 165077334.0, + "loss": 0.0001, + "num_tokens": 163563148.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7715,20 +7715,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1098.0, - "completions/mean_length": 537.591796875, - "completions/mean_terminated_length": 531.6686401367188, - "completions/min_length": 156.0, - "completions/min_terminated_length": 156.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1598.0, + "completions/max_terminated_length": 1598.0, + "completions/mean_length": 605.78125, + "completions/mean_terminated_length": 605.78125, + "completions/min_length": 173.0, + "completions/min_terminated_length": 173.0, "epoch": 0.24714573539288112, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008330623143216287, - "kl": 0.0562744140625, + "grad_norm": 0.0027137761723457256, + "kl": 0.00742340087890625, "learning_rate": 2.4954938910606108e-06, - "loss": 0.0006, - "num_tokens": 165627301.0, + "loss": 0.0001, + "num_tokens": 164148028.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7743,26 +7743,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1601.0, - "completions/mean_length": 513.478515625, - "completions/mean_terminated_length": 507.4608154296875, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1356.0, + "completions/max_terminated_length": 1356.0, + "completions/mean_length": 540.462890625, + "completions/mean_terminated_length": 540.462890625, + "completions/min_length": 103.0, + "completions/min_terminated_length": 103.0, "epoch": 0.24804119095589883, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08070272275220955, - "kl": 0.0557861328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0036590336323787287, + "kl": 0.008209228515625, "learning_rate": 2.481018470667368e-06, - "loss": 0.0006, - "num_tokens": 166173162.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 164707705.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 277 }, { @@ -7771,20 +7771,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1408.0, - "completions/mean_length": 528.388671875, - "completions/mean_terminated_length": 522.429443359375, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1390.0, + "completions/max_terminated_length": 1390.0, + "completions/mean_length": 572.0390625, + "completions/mean_terminated_length": 572.0390625, + "completions/min_length": 173.0, + "completions/min_terminated_length": 173.0, "epoch": 0.2489366465189165, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006969320341412188, - "kl": 0.05340576171875, + "grad_norm": 0.002865287351534278, + "kl": 0.00798797607421875, "learning_rate": 2.4665543362003802e-06, - "loss": 0.0005, - "num_tokens": 166727345.0, + "loss": 0.0001, + "num_tokens": 165284237.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7799,20 +7799,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1269.0, - "completions/max_terminated_length": 1269.0, - "completions/mean_length": 540.447265625, - "completions/mean_terminated_length": 539.8199462890625, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1581.0, + "completions/max_terminated_length": 1581.0, + "completions/mean_length": 576.732421875, + "completions/mean_terminated_length": 576.732421875, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.24983210208193418, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007011045285617038, - "kl": 0.05621337890625, + "grad_norm": 0.0026953753539202627, + "kl": 0.0083465576171875, "learning_rate": 2.4521020945457615e-06, - "loss": 0.0006, - "num_tokens": 167316710.0, + "loss": 0.0001, + "num_tokens": 165892180.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7827,26 +7827,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1439.0, - "completions/mean_length": 534.302734375, - "completions/mean_terminated_length": 531.3405151367188, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1806.0, + "completions/max_terminated_length": 1806.0, + "completions/mean_length": 572.642578125, + "completions/mean_terminated_length": 572.642578125, + "completions/min_length": 166.0, + "completions/min_terminated_length": 166.0, "epoch": 0.25072755764495186, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.07799875756079883, - "kl": 0.0548095703125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.06153457584936372, + "kl": 0.007965087890625, "learning_rate": 2.4376623520906255e-06, - "loss": -0.0067, - "num_tokens": 167907169.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": -0.0001, + "num_tokens": 166502269.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 280 }, { @@ -7856,25 +7856,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1438.0, - "completions/max_terminated_length": 1438.0, - "completions/mean_length": 576.05078125, - "completions/mean_terminated_length": 576.05078125, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/max_length": 1791.0, + "completions/max_terminated_length": 1791.0, + "completions/mean_length": 618.21875, + "completions/mean_terminated_length": 618.21875, + "completions/min_length": 155.0, + "completions/min_terminated_length": 155.0, "epoch": 0.25162301320796954, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04411135965167851, - "kl": 0.05206298828125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0024592397394463637, + "kl": 0.0079193115234375, "learning_rate": 2.4232357146976478e-06, - "loss": -0.0027, - "num_tokens": 168517275.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 167133965.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 281 }, { @@ -7884,19 +7884,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1842.0, - "completions/max_terminated_length": 1842.0, - "completions/mean_length": 582.052734375, - "completions/mean_terminated_length": 582.052734375, - "completions/min_length": 228.0, - "completions/min_terminated_length": 228.0, + "completions/max_length": 1651.0, + "completions/max_terminated_length": 1651.0, + "completions/mean_length": 600.8828125, + "completions/mean_terminated_length": 600.8828125, + "completions/min_length": 219.0, + "completions/min_terminated_length": 219.0, "epoch": 0.2525184687709872, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006361764340800594, - "kl": 0.0521240234375, + "grad_norm": 0.003365096936430135, + "kl": 0.0074310302734375, "learning_rate": 2.408822787679637e-06, - "loss": 0.0005, - "num_tokens": 169103398.0, + "loss": 0.0001, + "num_tokens": 167729729.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7911,20 +7911,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1212.0, - "completions/mean_length": 554.568359375, - "completions/mean_terminated_length": 548.7117919921875, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1282.0, + "completions/max_terminated_length": 1282.0, + "completions/mean_length": 551.373046875, + "completions/mean_terminated_length": 551.373046875, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.25341392433400495, "frac_reward_zero_std": 1.0, - "grad_norm": 0.09731232801458174, - "kl": 0.0823974609375, + "grad_norm": 0.0031736404722537124, + "kl": 0.0082550048828125, "learning_rate": 2.3944241757741475e-06, - "loss": 0.0008, - "num_tokens": 169684473.0, + "loss": 0.0001, + "num_tokens": 168309168.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -7940,19 +7940,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1220.0, - "completions/max_terminated_length": 1220.0, - "completions/mean_length": 586.662109375, - "completions/mean_terminated_length": 586.662109375, - "completions/min_length": 162.0, - "completions/min_terminated_length": 162.0, + "completions/max_length": 1599.0, + "completions/max_terminated_length": 1599.0, + "completions/mean_length": 590.669921875, + "completions/mean_terminated_length": 590.669921875, + "completions/min_length": 199.0, + "completions/min_terminated_length": 199.0, "epoch": 0.2543093798970226, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06020667119192139, - "kl": 0.05108642578125, + "grad_norm": 0.0567955043559705, + "kl": 0.0079345703125, "learning_rate": 2.380040483118097e-06, - "loss": -0.0002, - "num_tokens": 170264460.0, + "loss": 0.0004, + "num_tokens": 168891207.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -7967,26 +7967,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1498.0, - "completions/mean_length": 568.12890625, - "completions/mean_terminated_length": 565.2328491210938, - "completions/min_length": 172.0, - "completions/min_terminated_length": 172.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1773.0, + "completions/max_terminated_length": 1773.0, + "completions/mean_length": 569.77734375, + "completions/mean_terminated_length": 569.77734375, + "completions/min_length": 129.0, + "completions/min_terminated_length": 129.0, "epoch": 0.2552048354600403, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09146996211829635, - "kl": 0.05084228515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0030194281648096032, + "kl": 0.00792694091796875, "learning_rate": 2.365672313222419e-06, - "loss": 0.0006, - "num_tokens": 170859550.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 169487141.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 285 }, { @@ -7995,26 +7995,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1467.0, - "completions/mean_length": 622.955078125, - "completions/mean_terminated_length": 617.36669921875, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1905.0, + "completions/max_terminated_length": 1905.0, + "completions/mean_length": 615.369140625, + "completions/mean_terminated_length": 615.369140625, + "completions/min_length": 240.0, + "completions/min_terminated_length": 240.0, "epoch": 0.256100291023058, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.048868905799068094, - "kl": 0.0537109375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003087403099165956, + "kl": 0.008270263671875, "learning_rate": 2.351320268946749e-06, - "loss": -0.0049, - "num_tokens": 171513463.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 170137170.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 286 }, { @@ -8023,26 +8023,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1393.0, - "completions/mean_length": 545.109375, - "completions/mean_terminated_length": 538.8231811523438, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1735.0, + "completions/max_terminated_length": 1735.0, + "completions/mean_length": 505.8828125, + "completions/mean_terminated_length": 505.8828125, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.25699574658607566, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0656092790599532, - "kl": 0.0565185546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00622764953467058, + "kl": 0.009307861328125, "learning_rate": 2.336984952474119e-06, - "loss": 0.0027, - "num_tokens": 172059935.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 170663558.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 287 }, { @@ -8051,20 +8051,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1208.0, - "completions/mean_length": 561.330078125, - "completions/mean_terminated_length": 555.5000610351562, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/max_terminated_length": 1442.0, + "completions/mean_length": 529.994140625, + "completions/mean_terminated_length": 527.0234985351562, + "completions/min_length": 157.0, + "completions/min_terminated_length": 157.0, "epoch": 0.25789120214909333, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007045410253853639, - "kl": 0.053955078125, + "grad_norm": 0.0029162163258119552, + "kl": 0.00823974609375, "learning_rate": 2.322666965285697e-06, - "loss": 0.0005, - "num_tokens": 172613208.0, + "loss": 0.0001, + "num_tokens": 171200787.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8079,20 +8079,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1763.0, - "completions/mean_length": 595.86328125, - "completions/mean_terminated_length": 590.1686401367188, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1782.0, + "completions/max_terminated_length": 1782.0, + "completions/mean_length": 551.056640625, + "completions/mean_terminated_length": 551.056640625, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.258786657712111, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005338478822253961, - "kl": 0.0498046875, + "grad_norm": 0.002784819528636807, + "kl": 0.008056640625, "learning_rate": 2.3083669081355507e-06, - "loss": 0.0005, - "num_tokens": 173226114.0, + "loss": 0.0001, + "num_tokens": 171790752.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8107,20 +8107,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1233.0, - "completions/mean_length": 578.037109375, - "completions/mean_terminated_length": 562.0119018554688, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/max_terminated_length": 1225.0, + "completions/mean_length": 544.69140625, + "completions/mean_terminated_length": 541.74951171875, + "completions/min_length": 139.0, + "completions/min_terminated_length": 139.0, "epoch": 0.25968211327512875, "frac_reward_zero_std": 1.0, - "grad_norm": 0.014065273768047462, - "kl": 0.06695556640625, + "grad_norm": 0.0033671102355632226, + "kl": 0.0086822509765625, "learning_rate": 2.2940853810254377e-06, - "loss": 0.0007, - "num_tokens": 173819477.0, + "loss": 0.0001, + "num_tokens": 172367042.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8135,20 +8135,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1943.0, - "completions/mean_length": 612.31640625, - "completions/mean_terminated_length": 603.8546142578125, - "completions/min_length": 244.0, - "completions/min_terminated_length": 244.0, + "completions/max_terminated_length": 1565.0, + "completions/mean_length": 566.361328125, + "completions/mean_terminated_length": 563.4618530273438, + "completions/min_length": 121.0, + "completions/min_terminated_length": 121.0, "epoch": 0.2605775688381464, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005526260451771069, - "kl": 0.049072265625, + "grad_norm": 0.0026251951857379574, + "kl": 0.0079498291015625, "learning_rate": 2.2798229831796313e-06, - "loss": 0.0005, - "num_tokens": 174392967.0, + "loss": 0.0001, + "num_tokens": 172917003.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8163,20 +8163,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1816.0, - "completions/mean_length": 638.041015625, - "completions/mean_terminated_length": 621.7806396484375, - "completions/min_length": 224.0, - "completions/min_terminated_length": 224.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2025.0, + "completions/max_terminated_length": 2025.0, + "completions/mean_length": 613.81640625, + "completions/mean_terminated_length": 613.81640625, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.2614730244011641, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006603994997144677, - "kl": 0.05377197265625, + "grad_norm": 0.0027979065409168315, + "kl": 0.00760650634765625, "learning_rate": 2.2655803130197816e-06, - "loss": 0.0005, - "num_tokens": 175013868.0, + "loss": 0.0001, + "num_tokens": 173525501.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8191,26 +8191,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.84375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1967.0, - "completions/mean_length": 608.197265625, - "completions/mean_terminated_length": 579.5159301757812, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_terminated_length": 1287.0, + "completions/mean_length": 543.486328125, + "completions/mean_terminated_length": 540.5420532226562, + "completions/min_length": 180.0, + "completions/min_terminated_length": 180.0, "epoch": 0.2623684799641818, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07767449708337147, - "kl": 0.06494140625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002850882049670849, + "kl": 0.00788116455078125, "learning_rate": 2.2513579681398034e-06, - "loss": 0.0111, - "num_tokens": 175615297.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 174093798.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 293 }, { @@ -8219,20 +8219,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.796875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1844.0, - "completions/mean_length": 590.447265625, - "completions/mean_terminated_length": 552.4749755859375, - "completions/min_length": 173.0, - "completions/min_terminated_length": 173.0, + "completions/max_terminated_length": 1779.0, + "completions/mean_length": 519.80859375, + "completions/mean_terminated_length": 516.8179931640625, + "completions/min_length": 142.0, + "completions/min_terminated_length": 142.0, "epoch": 0.26326393552719946, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007266034489754845, - "kl": 0.05670166015625, + "grad_norm": 0.002895038223420061, + "kl": 0.00860595703125, "learning_rate": 2.237156545280803e-06, - "loss": 0.0006, - "num_tokens": 176180822.0, + "loss": 0.0001, + "num_tokens": 174623156.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8247,20 +8247,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1821.0, - "completions/mean_length": 599.375, - "completions/mean_terminated_length": 593.6941528320312, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1346.0, + "completions/max_terminated_length": 1346.0, + "completions/mean_length": 556.666015625, + "completions/mean_terminated_length": 556.666015625, + "completions/min_length": 174.0, + "completions/min_terminated_length": 174.0, "epoch": 0.26415939109021713, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005244228890614103, - "kl": 0.05059814453125, + "grad_norm": 0.0031545665495167205, + "kl": 0.0075531005859375, "learning_rate": 2.2229766403060403e-06, - "loss": 0.0005, - "num_tokens": 176775718.0, + "loss": 0.0001, + "num_tokens": 175196185.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8275,20 +8275,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1598.0, - "completions/mean_length": 619.388671875, - "completions/mean_terminated_length": 603.662109375, - "completions/min_length": 220.0, - "completions/min_terminated_length": 220.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1574.0, + "completions/max_terminated_length": 1574.0, + "completions/mean_length": 580.091796875, + "completions/mean_terminated_length": 580.091796875, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.2650548466532348, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0067364873550132195, - "kl": 0.05413818359375, + "grad_norm": 0.0025604974218733523, + "kl": 0.00716400146484375, "learning_rate": 2.2088188481759305e-06, - "loss": 0.0005, - "num_tokens": 177382541.0, + "loss": 0.0001, + "num_tokens": 175782888.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8303,26 +8303,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.84375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1749.0, - "completions/mean_length": 633.080078125, - "completions/mean_terminated_length": 604.8944702148438, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/max_terminated_length": 1464.0, + "completions/mean_length": 581.8515625, + "completions/mean_terminated_length": 578.9823608398438, + "completions/min_length": 197.0, + "completions/min_terminated_length": 197.0, "epoch": 0.26595030221625254, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08346497425582332, - "kl": 0.05059814453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002912348412355826, + "kl": 0.0078277587890625, "learning_rate": 2.194683762923073e-06, - "loss": 0.0129, - "num_tokens": 178022646.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 176396764.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 297 }, { @@ -8331,20 +8331,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1680.0, - "completions/mean_length": 578.904296875, - "completions/mean_terminated_length": 567.3366088867188, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/max_terminated_length": 1329.0, + "completions/mean_length": 543.87109375, + "completions/mean_terminated_length": 540.9276123046875, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.2668457577792702, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0606077670201604, - "kl": 0.0494384765625, + "grad_norm": 0.07647397750323286, + "kl": 0.0075836181640625, "learning_rate": 2.1805719776273387e-06, - "loss": 0.0148, - "num_tokens": 178601237.0, + "loss": 0.0137, + "num_tokens": 176957418.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -8359,26 +8359,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 2019.0, - "completions/mean_length": 631.0078125, - "completions/mean_terminated_length": 614.20556640625, - "completions/min_length": 200.0, - "completions/min_terminated_length": 200.0, + "completions/max_terminated_length": 1864.0, + "completions/mean_length": 584.349609375, + "completions/mean_terminated_length": 581.4852905273438, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.2677412133422879, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005602309576249166, - "kl": 0.049072265625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0832525767775582, + "kl": 0.0071868896484375, "learning_rate": 2.166484084390974e-06, - "loss": 0.0005, - "num_tokens": 179219561.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0082, + "num_tokens": 177551853.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 299 }, { @@ -8387,20 +8387,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 2040.0, - "completions/mean_length": 597.46875, - "completions/mean_terminated_length": 577.3782348632812, - "completions/min_length": 211.0, - "completions/min_terminated_length": 211.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1175.0, + "completions/max_terminated_length": 1175.0, + "completions/mean_length": 572.251953125, + "completions/mean_terminated_length": 572.251953125, + "completions/min_length": 210.0, + "completions/min_terminated_length": 210.0, "epoch": 0.2686366689053056, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007717796395967091, - "kl": 0.05401611328125, + "grad_norm": 0.0024824890095177894, + "kl": 0.0075225830078125, "learning_rate": 2.1524206743137636e-06, - "loss": 0.0005, - "num_tokens": 179815625.0, + "loss": 0.0001, + "num_tokens": 178135006.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8415,26 +8415,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1439.0, - "completions/mean_length": 618.8203125, - "completions/mean_terminated_length": 601.87353515625, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1303.0, + "completions/max_terminated_length": 1303.0, + "completions/mean_length": 590.498046875, + "completions/mean_terminated_length": 590.498046875, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.26953212446832325, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00549947178848661, - "kl": 0.04949951171875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.06156528604399248, + "kl": 0.00756072998046875, "learning_rate": 2.1383823374682287e-06, - "loss": 0.0005, - "num_tokens": 180447117.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0006, + "num_tokens": 178751997.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 301 }, { @@ -8443,26 +8443,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1992.0, - "completions/mean_length": 599.6796875, - "completions/mean_terminated_length": 581.9069213867188, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1633.0, + "completions/max_terminated_length": 1633.0, + "completions/mean_length": 574.0390625, + "completions/mean_terminated_length": 574.0390625, + "completions/min_length": 144.0, + "completions/min_terminated_length": 144.0, "epoch": 0.27042758003134093, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07205405556316538, - "kl": 0.05169677734375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.009728130461388736, + "kl": 0.00785064697265625, "learning_rate": 2.124369662874868e-06, - "loss": 0.0029, - "num_tokens": 181059241.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 179350993.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 302 }, { @@ -8471,20 +8471,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1763.0, - "completions/mean_length": 581.98828125, - "completions/mean_terminated_length": 570.4448852539062, - "completions/min_length": 126.0, - "completions/min_terminated_length": 126.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1401.0, + "completions/max_terminated_length": 1401.0, + "completions/mean_length": 558.1328125, + "completions/mean_terminated_length": 558.1328125, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.2713230355943586, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005610020156050893, - "kl": 0.04766845703125, + "grad_norm": 0.00216036159896381, + "kl": 0.00812530517578125, "learning_rate": 2.110383238477441e-06, - "loss": 0.0005, - "num_tokens": 181622851.0, + "loss": 0.0001, + "num_tokens": 179902389.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8499,20 +8499,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.859375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1266.0, - "completions/mean_length": 643.609375, - "completions/mean_terminated_length": 620.0357666015625, - "completions/min_length": 206.0, - "completions/min_terminated_length": 206.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1786.0, + "completions/max_terminated_length": 1786.0, + "completions/mean_length": 616.208984375, + "completions/mean_terminated_length": 616.208984375, + "completions/min_length": 234.0, + "completions/min_terminated_length": 234.0, "epoch": 0.27221849115737634, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0068354809798462845, - "kl": 0.0518798828125, + "grad_norm": 0.0030452568956129706, + "kl": 0.0074005126953125, "learning_rate": 2.096423651118305e-06, - "loss": 0.0005, - "num_tokens": 182268715.0, + "loss": 0.0001, + "num_tokens": 180534224.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8527,20 +8527,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1517.0, - "completions/mean_length": 582.166015625, - "completions/mean_terminated_length": 575.3182983398438, - "completions/min_length": 211.0, - "completions/min_terminated_length": 211.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1252.0, + "completions/max_terminated_length": 1252.0, + "completions/mean_length": 563.119140625, + "completions/mean_terminated_length": 563.119140625, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.273113946720394, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007411219035362688, - "kl": 0.05291748046875, + "grad_norm": 0.003442268008121624, + "kl": 0.00763702392578125, "learning_rate": 2.082491486513788e-06, - "loss": 0.0005, - "num_tokens": 182850160.0, + "loss": 0.0001, + "num_tokens": 181105917.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8555,26 +8555,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1792.0, - "completions/mean_length": 579.1015625, - "completions/mean_terminated_length": 563.873291015625, - "completions/min_length": 245.0, - "completions/min_terminated_length": 245.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1777.0, + "completions/max_terminated_length": 1777.0, + "completions/mean_length": 569.068359375, + "completions/mean_terminated_length": 569.068359375, + "completions/min_length": 236.0, + "completions/min_terminated_length": 236.0, "epoch": 0.2740094022834117, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.009215146072812768, - "kl": 0.05816650390625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05941448759219727, + "kl": 0.008209228515625, "learning_rate": 2.0685873292296116e-06, - "loss": 0.0006, - "num_tokens": 183423268.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0006, + "num_tokens": 181673888.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 306 }, { @@ -8583,20 +8583,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1401.0, - "completions/mean_length": 587.12890625, - "completions/mean_terminated_length": 569.2713012695312, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/max_terminated_length": 1471.0, + "completions/mean_length": 573.65625, + "completions/mean_terminated_length": 570.7710571289062, + "completions/min_length": 160.0, + "completions/min_terminated_length": 160.0, "epoch": 0.2749048578464294, "frac_reward_zero_std": 1.0, - "grad_norm": 0.016584960558114703, - "kl": 0.0501708984375, + "grad_norm": 0.005439544093753847, + "kl": 0.00799560546875, "learning_rate": 2.054711762656369e-06, - "loss": 0.0005, - "num_tokens": 184034310.0, + "loss": 0.0001, + "num_tokens": 182278032.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8611,26 +8611,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.921875, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1832.0, - "completions/mean_length": 593.46484375, - "completions/mean_terminated_length": 581.0433959960938, - "completions/min_length": 248.0, - "completions/min_terminated_length": 248.0, + "completions/max_terminated_length": 1634.0, + "completions/mean_length": 588.927734375, + "completions/mean_terminated_length": 586.0723876953125, + "completions/min_length": 199.0, + "completions/min_terminated_length": 199.0, "epoch": 0.27580031340944705, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.011959138514659325, - "kl": 0.0601806640625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07732112935482617, + "kl": 0.0078582763671875, "learning_rate": 2.040865368985044e-06, - "loss": 0.0006, - "num_tokens": 184622052.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0149, + "num_tokens": 182863451.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 308 }, { @@ -8639,20 +8639,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1662.0, - "completions/mean_length": 651.04296875, - "completions/mean_terminated_length": 640.0433349609375, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1832.0, + "completions/max_terminated_length": 1832.0, + "completions/mean_length": 638.77734375, + "completions/mean_terminated_length": 638.77734375, + "completions/min_length": 159.0, + "completions/min_terminated_length": 159.0, "epoch": 0.27669576897246473, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004220974278526902, - "kl": 0.04766845703125, + "grad_norm": 0.0027031381335453617, + "kl": 0.00719451904296875, "learning_rate": 2.027048729182583e-06, - "loss": 0.0005, - "num_tokens": 185266378.0, + "loss": 0.0001, + "num_tokens": 183501497.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8667,26 +8667,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1602.0, - "completions/mean_length": 609.353515625, - "completions/mean_terminated_length": 600.874267578125, - "completions/min_length": 239.0, - "completions/min_terminated_length": 239.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1680.0, + "completions/max_terminated_length": 1680.0, + "completions/mean_length": 607.361328125, + "completions/mean_terminated_length": 607.361328125, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.2775912245354824, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05299649935908705, - "kl": 0.05035400390625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00369268777417457, + "kl": 0.0084075927734375, "learning_rate": 2.0132624229675205e-06, - "loss": -0.0005, - "num_tokens": 185915055.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 184149154.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 310 }, { @@ -8695,54 +8695,54 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.890625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 2016.0, - "completions/mean_length": 600.80859375, - "completions/mean_terminated_length": 587.051513671875, - "completions/min_length": 233.0, - "completions/min_terminated_length": 233.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1241.0, + "completions/max_terminated_length": 1241.0, + "completions/mean_length": 571.37109375, + "completions/mean_terminated_length": 571.37109375, + "completions/min_length": 217.0, + "completions/min_terminated_length": 217.0, "epoch": 0.27848668009850014, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.008478364104235272, - "kl": 0.0601806640625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08066837486158972, + "kl": 0.0079193115234375, "learning_rate": 1.9995070287856546e-06, - "loss": 0.0006, - "num_tokens": 186510029.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0064, + "num_tokens": 184729056.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 311 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, - "clip_ratio/low_min": 0.0, - "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.765625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1390.0, - "completions/mean_length": 614.634765625, - "completions/mean_terminated_length": 571.3742065429688, - "completions/min_length": 234.0, - "completions/min_terminated_length": 234.0, + "clip_ratio/low_min": 0.0, + "clip_ratio/region_mean": 0.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1238.0, + "completions/max_terminated_length": 1238.0, + "completions/mean_length": 571.208984375, + "completions/mean_terminated_length": 571.208984375, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.2793821356615178, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.14229366676561211, - "kl": 0.052978515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002942664647734796, + "kl": 0.0076904296875, "learning_rate": 1.985783123785774e-06, - "loss": 0.0146, - "num_tokens": 187108514.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 185305307.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 312 }, { @@ -8751,26 +8751,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1280.0, - "completions/mean_length": 570.029296875, - "completions/mean_terminated_length": 565.2745361328125, - "completions/min_length": 213.0, - "completions/min_terminated_length": 213.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1427.0, + "completions/max_terminated_length": 1427.0, + "completions/mean_length": 561.5, + "completions/mean_terminated_length": 560.5322875976562, + "completions/min_length": 239.0, + "completions/min_terminated_length": 239.0, "epoch": 0.2802775912245355, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07031878190856904, - "kl": 0.048095703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.008108481289585232, + "kl": 0.0139617919921875, "learning_rate": 1.9720912837954486e-06, - "loss": 0.0002, - "num_tokens": 187701185.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 185893611.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 313 }, { @@ -8779,26 +8779,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1490.0, - "completions/mean_length": 554.68359375, - "completions/mean_terminated_length": 551.76123046875, - "completions/min_length": 222.0, - "completions/min_terminated_length": 222.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1551.0, + "completions/max_terminated_length": 1551.0, + "completions/mean_length": 560.962890625, + "completions/mean_terminated_length": 560.962890625, + "completions/min_length": 191.0, + "completions/min_terminated_length": 191.0, "epoch": 0.28117304678755317, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05260379600232649, - "kl": 0.04962158203125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.005140104045070806, + "kl": 0.00801849365234375, "learning_rate": 1.958432083296862e-06, - "loss": 0.0008, - "num_tokens": 188279167.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 186474808.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 314 }, { @@ -8808,25 +8808,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1435.0, - "completions/max_terminated_length": 1435.0, - "completions/mean_length": 538.119140625, - "completions/mean_terminated_length": 537.2328491210938, - "completions/min_length": 165.0, - "completions/min_terminated_length": 165.0, + "completions/max_length": 1372.0, + "completions/max_terminated_length": 1372.0, + "completions/mean_length": 572.884765625, + "completions/mean_terminated_length": 572.131103515625, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.28206850235057085, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.03687044756246853, - "kl": 0.05096435546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 1.1897760386031404, + "kl": 0.13326263427734375, "learning_rate": 1.9448060954027093e-06, - "loss": 0.0008, - "num_tokens": 188828012.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0013, + "num_tokens": 187041453.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 315 }, { @@ -8836,19 +8836,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1454.0, - "completions/max_terminated_length": 1454.0, - "completions/mean_length": 561.173828125, - "completions/mean_terminated_length": 561.173828125, - "completions/min_length": 122.0, - "completions/min_terminated_length": 122.0, + "completions/max_length": 1512.0, + "completions/max_terminated_length": 1512.0, + "completions/mean_length": 567.240234375, + "completions/mean_terminated_length": 567.240234375, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.2829639579135885, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004801073747051007, - "kl": 0.04974365234375, + "grad_norm": 0.004133586004795131, + "kl": 0.008209228515625, "learning_rate": 1.931213891832153e-06, - "loss": 0.0005, - "num_tokens": 189415253.0, + "loss": 0.0001, + "num_tokens": 187631800.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8863,20 +8863,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1515.0, - "completions/max_terminated_length": 1515.0, - "completions/mean_length": 548.810546875, - "completions/mean_terminated_length": 548.810546875, - "completions/min_length": 193.0, - "completions/min_terminated_length": 193.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1612.0, + "completions/mean_length": 584.296875, + "completions/mean_terminated_length": 578.556884765625, + "completions/min_length": 136.0, + "completions/min_terminated_length": 136.0, "epoch": 0.2838594134766062, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004862757981370567, - "kl": 0.046875, + "grad_norm": 0.003874494807536967, + "kl": 0.007781982421875, "learning_rate": 1.9176560428868336e-06, - "loss": 0.0005, - "num_tokens": 189986548.0, + "loss": 0.0001, + "num_tokens": 188221264.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8892,19 +8892,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1594.0, - "completions/max_terminated_length": 1594.0, - "completions/mean_length": 591.748046875, - "completions/mean_terminated_length": 591.748046875, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/max_length": 1663.0, + "completions/max_terminated_length": 1663.0, + "completions/mean_length": 614.064453125, + "completions/mean_terminated_length": 614.064453125, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.2847548690396239, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004813244125939766, - "kl": 0.049072265625, + "grad_norm": 0.0040355129943725355, + "kl": 0.007965087890625, "learning_rate": 1.9041331174269373e-06, - "loss": 0.0005, - "num_tokens": 190630643.0, + "loss": 0.0001, + "num_tokens": 188876785.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -8919,26 +8919,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1462.0, - "completions/max_terminated_length": 1462.0, - "completions/mean_length": 549.74609375, - "completions/mean_terminated_length": 547.9608764648438, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1833.0, + "completions/max_terminated_length": 1833.0, + "completions/mean_length": 561.494140625, + "completions/mean_terminated_length": 561.494140625, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.2856503246026416, - "frac_reward_zero_std": 0.9375, - "grad_norm": 2.327604947622168, - "kl": 0.0538330078125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0029625994636393927, + "kl": 0.00824737548828125, "learning_rate": 1.8906456828473341e-06, - "loss": 0.011, - "num_tokens": 191228609.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 189480766.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 319 }, { @@ -8947,26 +8947,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1705.0, - "completions/mean_length": 550.708984375, - "completions/mean_terminated_length": 547.7788696289062, - "completions/min_length": 225.0, - "completions/min_terminated_length": 225.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1279.0, + "completions/max_terminated_length": 1279.0, + "completions/mean_length": 589.814453125, + "completions/mean_terminated_length": 589.814453125, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.2865457801656593, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.07457068940555031, - "kl": 0.049560546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0029549040436407316, + "kl": 0.0076751708984375, "learning_rate": 1.8771943050537656e-06, - "loss": 0.0119, - "num_tokens": 191800700.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 190072879.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 320 }, { @@ -8976,19 +8976,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1793.0, - "completions/max_terminated_length": 1793.0, - "completions/mean_length": 542.2109375, - "completions/mean_terminated_length": 542.2109375, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/max_length": 1840.0, + "completions/max_terminated_length": 1840.0, + "completions/mean_length": 582.072265625, + "completions/mean_terminated_length": 582.072265625, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.28744123572867697, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0051614526596112445, - "kl": 0.04888916015625, + "grad_norm": 0.004613611713105247, + "kl": 0.00787353515625, "learning_rate": 1.8637795484391046e-06, - "loss": 0.0005, - "num_tokens": 192402488.0, + "loss": 0.0001, + "num_tokens": 190695076.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9004,25 +9004,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1628.0, - "completions/max_terminated_length": 1628.0, - "completions/mean_length": 546.103515625, - "completions/mean_terminated_length": 544.9647827148438, - "completions/min_length": 223.0, - "completions/min_terminated_length": 223.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1186.0, + "completions/mean_length": 563.12890625, + "completions/mean_terminated_length": 560.2230834960938, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.28833669129169465, - "frac_reward_zero_std": 1.0, - "grad_norm": 1.1883992636807388, - "kl": 0.2384033203125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.04918106982067727, + "kl": 0.007476806640625, "learning_rate": 1.8504019758596698e-06, - "loss": 0.0024, - "num_tokens": 193005661.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0137, + "num_tokens": 191306966.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 322 }, { @@ -9031,20 +9031,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1251.0, - "completions/max_terminated_length": 1251.0, - "completions/mean_length": 537.029296875, - "completions/mean_terminated_length": 537.029296875, - "completions/min_length": 121.0, - "completions/min_terminated_length": 121.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1462.0, + "completions/max_terminated_length": 1462.0, + "completions/mean_length": 568.73828125, + "completions/mean_terminated_length": 567.2211303710938, + "completions/min_length": 120.0, + "completions/min_terminated_length": 120.0, "epoch": 0.2892321468547123, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006500542025853673, - "kl": 0.0484619140625, + "grad_norm": 0.005913204495923806, + "kl": 0.0136260986328125, "learning_rate": 1.8370621486116163e-06, - "loss": 0.0005, - "num_tokens": 193581292.0, + "loss": 0.0001, + "num_tokens": 191898832.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9059,26 +9059,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1362.0, - "completions/max_terminated_length": 1362.0, - "completions/mean_length": 576.76171875, - "completions/mean_terminated_length": 576.76171875, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1475.0, + "completions/mean_length": 604.5859375, + "completions/mean_terminated_length": 601.76123046875, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.29012760241773, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06971423792820254, - "kl": 0.04791259765625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.029507018255369777, + "kl": 0.0104827880859375, "learning_rate": 1.823760626407377e-06, - "loss": 0.0039, - "num_tokens": 194215410.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 192547196.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 324 }, { @@ -9087,20 +9087,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1765.0, - "completions/max_terminated_length": 1765.0, - "completions/mean_length": 592.740234375, - "completions/mean_terminated_length": 592.740234375, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1531.0, + "completions/mean_length": 630.859375, + "completions/mean_terminated_length": 625.302001953125, + "completions/min_length": 212.0, + "completions/min_terminated_length": 212.0, "epoch": 0.2910230579807477, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004864534599712507, - "kl": 0.04632568359375, + "grad_norm": 0.0024468077068406937, + "kl": 0.00716400146484375, "learning_rate": 1.8104979673521838e-06, - "loss": 0.0005, - "num_tokens": 194846109.0, + "loss": 0.0001, + "num_tokens": 193197412.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9116,19 +9116,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1486.0, - "completions/max_terminated_length": 1486.0, - "completions/mean_length": 552.826171875, - "completions/mean_terminated_length": 552.826171875, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/max_length": 1583.0, + "completions/max_terminated_length": 1583.0, + "completions/mean_length": 577.087890625, + "completions/mean_terminated_length": 577.087890625, + "completions/min_length": 125.0, + "completions/min_terminated_length": 125.0, "epoch": 0.2919185135437654, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007089949043229102, - "kl": 0.04876708984375, + "grad_norm": 0.003442353077357445, + "kl": 0.0084228515625, "learning_rate": 1.7972747279206482e-06, - "loss": 0.0005, - "num_tokens": 195429956.0, + "loss": 0.0001, + "num_tokens": 193793681.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9143,26 +9143,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1858.0, - "completions/mean_length": 556.896484375, - "completions/mean_terminated_length": 553.9784545898438, - "completions/min_length": 218.0, - "completions/min_terminated_length": 218.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1713.0, + "completions/max_terminated_length": 1713.0, + "completions/mean_length": 577.369140625, + "completions/mean_terminated_length": 577.369140625, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.2928139691067831, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.0776498558557657, - "kl": 0.0474853515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0032150616476302094, + "kl": 0.00772857666015625, "learning_rate": 1.7840914629334122e-06, - "loss": 0.0082, - "num_tokens": 196038223.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 194412430.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 327 }, { @@ -9171,20 +9171,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1416.0, - "completions/mean_length": 571.099609375, - "completions/mean_terminated_length": 568.2094116210938, - "completions/min_length": 219.0, - "completions/min_terminated_length": 219.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1558.0, + "completions/max_terminated_length": 1558.0, + "completions/mean_length": 582.974609375, + "completions/mean_terminated_length": 582.974609375, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.29370942466980077, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006748427087785765, - "kl": 0.04718017578125, + "grad_norm": 0.0031326415879365894, + "kl": 0.0074615478515625, "learning_rate": 1.7709487255338731e-06, - "loss": 0.0005, - "num_tokens": 196659266.0, + "loss": 0.0001, + "num_tokens": 195039553.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9199,26 +9199,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1758.0, - "completions/max_terminated_length": 1758.0, - "completions/mean_length": 575.4453125, - "completions/mean_terminated_length": 575.4453125, - "completions/min_length": 155.0, - "completions/min_terminated_length": 155.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1566.0, + "completions/mean_length": 612.119140625, + "completions/mean_terminated_length": 606.48828125, + "completions/min_length": 151.0, + "completions/min_terminated_length": 151.0, "epoch": 0.29460488023281844, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.006442099438506587, - "kl": 0.05078125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0986403330371718, + "kl": 0.00791168212890625, "learning_rate": 1.7578470671649684e-06, - "loss": 0.0005, - "num_tokens": 197297718.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0137, + "num_tokens": 195696782.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 329 }, { @@ -9228,19 +9228,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1384.0, - "completions/max_terminated_length": 1384.0, - "completions/mean_length": 544.8359375, - "completions/mean_terminated_length": 544.8359375, - "completions/min_length": 141.0, - "completions/min_terminated_length": 141.0, + "completions/max_length": 1522.0, + "completions/max_terminated_length": 1522.0, + "completions/mean_length": 565.794921875, + "completions/mean_terminated_length": 565.794921875, + "completions/min_length": 115.0, + "completions/min_terminated_length": 115.0, "epoch": 0.2955003357958361, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007338475781825208, - "kl": 0.049072265625, + "grad_norm": 0.0034720570770899726, + "kl": 0.00804901123046875, "learning_rate": 1.744787037546045e-06, - "loss": 0.0005, - "num_tokens": 197901570.0, + "loss": 0.0001, + "num_tokens": 196311365.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9256,19 +9256,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1936.0, - "completions/max_terminated_length": 1936.0, - "completions/mean_length": 573.591796875, - "completions/mean_terminated_length": 572.878662109375, - "completions/min_length": 215.0, - "completions/min_terminated_length": 215.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1588.0, + "completions/mean_length": 608.689453125, + "completions/mean_terminated_length": 605.872802734375, + "completions/min_length": 236.0, + "completions/min_terminated_length": 236.0, "epoch": 0.2963957913588538, "frac_reward_zero_std": 1.0, - "grad_norm": 0.07468248860939418, - "kl": 0.06597900390625, + "grad_norm": 0.007254504464050369, + "kl": 0.00806427001953125, "learning_rate": 1.731769184649788e-06, - "loss": 0.0007, - "num_tokens": 198541121.0, + "loss": 0.0001, + "num_tokens": 196968886.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9284,19 +9284,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1480.0, - "completions/max_terminated_length": 1480.0, - "completions/mean_length": 557.41796875, - "completions/mean_terminated_length": 556.6849365234375, - "completions/min_length": 121.0, - "completions/min_terminated_length": 121.0, + "completions/max_length": 1772.0, + "completions/max_terminated_length": 1772.0, + "completions/mean_length": 571.40234375, + "completions/mean_terminated_length": 570.3307495117188, + "completions/min_length": 137.0, + "completions/min_terminated_length": 137.0, "epoch": 0.2972912469218715, "frac_reward_zero_std": 1.0, - "grad_norm": 0.035730325862680115, - "kl": 0.05535888671875, + "grad_norm": 0.01230074303508439, + "kl": 0.0143280029296875, "learning_rate": 1.7187940546792325e-06, - "loss": 0.0006, - "num_tokens": 199119687.0, + "loss": 0.0001, + "num_tokens": 197554612.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9312,19 +9312,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1388.0, - "completions/max_terminated_length": 1388.0, - "completions/mean_length": 569.91015625, - "completions/mean_terminated_length": 569.91015625, - "completions/min_length": 131.0, - "completions/min_terminated_length": 131.0, + "completions/max_length": 1974.0, + "completions/max_terminated_length": 1974.0, + "completions/mean_length": 594.96875, + "completions/mean_terminated_length": 594.96875, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.2981867024848892, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0064265463541584265, - "kl": 0.0482177734375, + "grad_norm": 0.0027166854804102003, + "kl": 0.0079498291015625, "learning_rate": 1.7058621920448465e-06, - "loss": 0.0005, - "num_tokens": 199718585.0, + "loss": 0.0001, + "num_tokens": 198166340.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9340,19 +9340,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1220.0, - "completions/max_terminated_length": 1220.0, - "completions/mean_length": 569.783203125, - "completions/mean_terminated_length": 569.783203125, - "completions/min_length": 260.0, - "completions/min_terminated_length": 260.0, + "completions/max_length": 1840.0, + "completions/max_terminated_length": 1840.0, + "completions/mean_length": 597.056640625, + "completions/mean_terminated_length": 597.056640625, + "completions/min_length": 230.0, + "completions/min_terminated_length": 230.0, "epoch": 0.2990821580479069, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00432845573715703, - "kl": 0.04718017578125, + "grad_norm": 0.0025843510081473833, + "kl": 0.00785064697265625, "learning_rate": 1.6929741393416855e-06, - "loss": 0.0005, - "num_tokens": 200322890.0, + "loss": 0.0001, + "num_tokens": 198784609.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9367,26 +9367,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1511.0, - "completions/mean_length": 548.86328125, - "completions/mean_terminated_length": 543.6817626953125, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1316.0, + "completions/max_terminated_length": 1316.0, + "completions/mean_length": 555.533203125, + "completions/mean_terminated_length": 555.533203125, + "completions/min_length": 192.0, + "completions/min_terminated_length": 192.0, "epoch": 0.29997761361092457, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.10020521096041221, - "kl": 0.06817626953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002875308277545933, + "kl": 0.0073699951171875, "learning_rate": 1.6801304373266286e-06, - "loss": 0.0131, - "num_tokens": 200884212.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 199349346.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 335 }, { @@ -9396,25 +9396,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1516.0, - "completions/max_terminated_length": 1516.0, - "completions/mean_length": 551.220703125, - "completions/mean_terminated_length": 551.220703125, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/max_length": 1431.0, + "completions/max_terminated_length": 1431.0, + "completions/mean_length": 555.279296875, + "completions/mean_terminated_length": 555.279296875, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.30087306917394224, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.055243589570167055, - "kl": 0.04827880859375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0026065604510884808, + "kl": 0.00782012939453125, "learning_rate": 1.667331624895689e-06, - "loss": 0.001, - "num_tokens": 201479509.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 199946721.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 336 }, { @@ -9424,19 +9424,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1496.0, - "completions/mean_length": 572.970703125, - "completions/mean_terminated_length": 570.0841674804688, - "completions/min_length": 169.0, - "completions/min_terminated_length": 169.0, + "completions/max_length": 1670.0, + "completions/max_terminated_length": 1622.0, + "completions/mean_length": 597.9375, + "completions/mean_terminated_length": 595.8395385742188, + "completions/min_length": 151.0, + "completions/min_terminated_length": 151.0, "epoch": 0.3017685247369599, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05189289377144097, - "kl": 0.05181884765625, + "grad_norm": 0.10141160919841502, + "kl": 0.009429931640625, "learning_rate": 1.6545782390614037e-06, - "loss": 0.0093, - "num_tokens": 202068726.0, + "loss": 0.0086, + "num_tokens": 200548721.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -9452,19 +9452,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1363.0, - "completions/max_terminated_length": 1363.0, - "completions/mean_length": 532.65234375, - "completions/mean_terminated_length": 532.65234375, - "completions/min_length": 136.0, - "completions/min_terminated_length": 136.0, + "completions/max_length": 1428.0, + "completions/max_terminated_length": 1428.0, + "completions/mean_length": 546.87109375, + "completions/mean_terminated_length": 546.87109375, + "completions/min_length": 135.0, + "completions/min_terminated_length": 135.0, "epoch": 0.3026639802999776, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004464966063305006, - "kl": 0.04925537109375, + "grad_norm": 0.0024956441500498133, + "kl": 0.0073699951171875, "learning_rate": 1.6418708149302992e-06, - "loss": 0.0005, - "num_tokens": 202608612.0, + "loss": 0.0001, + "num_tokens": 201095887.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9480,19 +9480,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1407.0, - "completions/max_terminated_length": 1407.0, - "completions/mean_length": 561.587890625, - "completions/mean_terminated_length": 561.587890625, - "completions/min_length": 172.0, - "completions/min_terminated_length": 172.0, + "completions/max_length": 1574.0, + "completions/max_terminated_length": 1574.0, + "completions/mean_length": 557.408203125, + "completions/mean_terminated_length": 557.408203125, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.3035594358629953, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004036873268911823, - "kl": 0.04779052734375, + "grad_norm": 0.002926922407824277, + "kl": 0.0082550048828125, "learning_rate": 1.6292098856804423e-06, - "loss": 0.0005, - "num_tokens": 203193185.0, + "loss": 0.0001, + "num_tokens": 201678320.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9508,19 +9508,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1599.0, - "completions/max_terminated_length": 1599.0, - "completions/mean_length": 632.673828125, - "completions/mean_terminated_length": 632.673828125, - "completions/min_length": 130.0, - "completions/min_terminated_length": 130.0, + "completions/max_length": 1695.0, + "completions/max_terminated_length": 1695.0, + "completions/mean_length": 647.646484375, + "completions/mean_terminated_length": 647.646484375, + "completions/min_length": 136.0, + "completions/min_terminated_length": 136.0, "epoch": 0.304454891426013, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005087884865379063, - "kl": 0.04986572265625, + "grad_norm": 0.0026743176977703474, + "kl": 0.00763702392578125, "learning_rate": 1.6165959825390661e-06, - "loss": 0.0005, - "num_tokens": 203897802.0, + "loss": 0.0001, + "num_tokens": 202390603.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9536,25 +9536,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1579.0, - "completions/max_terminated_length": 1579.0, - "completions/mean_length": 591.111328125, - "completions/mean_terminated_length": 590.142822265625, - "completions/min_length": 194.0, - "completions/min_terminated_length": 194.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2007.0, + "completions/mean_length": 597.0546875, + "completions/mean_terminated_length": 594.2152709960938, + "completions/min_length": 162.0, + "completions/min_terminated_length": 162.0, "epoch": 0.3053503469890307, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.005377231692265041, - "kl": 0.051513671875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0664857311197945, + "kl": 0.00785064697265625, "learning_rate": 1.604029634760284e-06, - "loss": 0.0005, - "num_tokens": 204505315.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0131, + "num_tokens": 203001159.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 341 }, { @@ -9563,26 +9563,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1411.0, - "completions/max_terminated_length": 1411.0, - "completions/mean_length": 587.439453125, - "completions/mean_terminated_length": 586.878662109375, - "completions/min_length": 176.0, - "completions/min_terminated_length": 176.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1380.0, + "completions/max_terminated_length": 1380.0, + "completions/mean_length": 582.21875, + "completions/mean_terminated_length": 582.21875, + "completions/min_length": 115.0, + "completions/min_terminated_length": 115.0, "epoch": 0.30624580255204836, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07341969235932985, - "kl": 0.04986572265625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0022938907257129934, + "kl": 0.00775146484375, "learning_rate": 1.59151136960288e-06, - "loss": 0.0029, - "num_tokens": 205135572.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 203628743.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 342 }, { @@ -9592,19 +9592,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1459.0, - "completions/max_terminated_length": 1459.0, - "completions/mean_length": 574.189453125, - "completions/mean_terminated_length": 574.189453125, - "completions/min_length": 222.0, - "completions/min_terminated_length": 222.0, + "completions/max_length": 1719.0, + "completions/max_terminated_length": 1719.0, + "completions/mean_length": 580.033203125, + "completions/mean_terminated_length": 580.033203125, + "completions/min_length": 133.0, + "completions/min_terminated_length": 133.0, "epoch": 0.30714125811506604, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004649311531668215, - "kl": 0.048828125, + "grad_norm": 0.002789323837930816, + "kl": 0.0079498291015625, "learning_rate": 1.5790417123081903e-06, - "loss": 0.0005, - "num_tokens": 205708453.0, + "loss": 0.0001, + "num_tokens": 204204616.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9619,26 +9619,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1230.0, - "completions/max_terminated_length": 1230.0, - "completions/mean_length": 555.431640625, - "completions/mean_terminated_length": 555.431640625, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1919.0, + "completions/mean_length": 554.44140625, + "completions/mean_terminated_length": 548.8372802734375, + "completions/min_length": 167.0, + "completions/min_terminated_length": 167.0, "epoch": 0.3080367136780837, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09669618323590906, - "kl": 0.0479736328125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 20.33983786834859, + "kl": 1.365081787109375, "learning_rate": 1.5666211860780583e-06, - "loss": 0.0021, - "num_tokens": 206264770.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.027, + "num_tokens": 204760426.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 344 }, { @@ -9647,20 +9647,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1325.0, - "completions/max_terminated_length": 1325.0, - "completions/mean_length": 608.814453125, - "completions/mean_terminated_length": 607.5107421875, - "completions/min_length": 261.0, - "completions/min_terminated_length": 261.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1682.0, + "completions/max_terminated_length": 1682.0, + "completions/mean_length": 594.248046875, + "completions/mean_terminated_length": 594.248046875, + "completions/min_length": 235.0, + "completions/min_terminated_length": 235.0, "epoch": 0.3089321692411014, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006432639585104695, - "kl": 0.0496826171875, + "grad_norm": 0.0026992151848093727, + "kl": 0.0073699951171875, "learning_rate": 1.5542503120528918e-06, - "loss": 0.0005, - "num_tokens": 206890307.0, + "loss": 0.0001, + "num_tokens": 205378505.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9676,19 +9676,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1633.0, - "completions/max_terminated_length": 1633.0, - "completions/mean_length": 597.21484375, - "completions/mean_terminated_length": 597.21484375, - "completions/min_length": 153.0, - "completions/min_terminated_length": 153.0, + "completions/max_length": 1530.0, + "completions/max_terminated_length": 1530.0, + "completions/mean_length": 588.36328125, + "completions/mean_terminated_length": 588.36328125, + "completions/min_length": 156.0, + "completions/min_terminated_length": 156.0, "epoch": 0.3098276248041191, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0054548326889689094, - "kl": 0.04541015625, + "grad_norm": 0.002201032636526166, + "kl": 0.00725555419921875, "learning_rate": 1.5419296092897866e-06, - "loss": 0.0005, - "num_tokens": 207469153.0, + "loss": 0.0001, + "num_tokens": 205952819.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9704,19 +9704,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1477.0, - "completions/max_terminated_length": 1477.0, - "completions/mean_length": 542.3125, - "completions/mean_terminated_length": 542.3125, - "completions/min_length": 158.0, - "completions/min_terminated_length": 158.0, + "completions/max_length": 1891.0, + "completions/max_terminated_length": 1891.0, + "completions/mean_length": 532.150390625, + "completions/mean_terminated_length": 532.150390625, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.3107230803671368, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004968550676186407, - "kl": 0.04718017578125, + "grad_norm": 0.002508504389666509, + "kl": 0.00791168212890625, "learning_rate": 1.529659594740755e-06, - "loss": 0.0005, - "num_tokens": 208023537.0, + "loss": 0.0001, + "num_tokens": 206502000.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9731,26 +9731,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1501.0, - "completions/mean_length": 609.939453125, - "completions/mean_terminated_length": 604.9157104492188, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 1734.0, + "completions/max_terminated_length": 1583.0, + "completions/mean_length": 599.701171875, + "completions/mean_terminated_length": 593.0157470703125, + "completions/min_length": 129.0, + "completions/min_terminated_length": 129.0, "epoch": 0.3116185359301545, - "frac_reward_zero_std": 0.90625, - "grad_norm": 0.12041308563154017, - "kl": 0.05133056640625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09161593323878525, + "kl": 0.00812530517578125, "learning_rate": 1.5174407832310338e-06, - "loss": 0.0176, - "num_tokens": 208666306.0, - "reward": 0.09941406548023224, - "reward_std": 0.0023437500931322575, + "loss": 0.0083, + "num_tokens": 207139527.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 348 }, { @@ -9760,25 +9760,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1665.0, - "completions/max_terminated_length": 1665.0, - "completions/mean_length": 606.841796875, - "completions/mean_terminated_length": 605.76708984375, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1606.0, + "completions/mean_length": 601.6015625, + "completions/mean_terminated_length": 598.7710571289062, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.31251399149317216, - "frac_reward_zero_std": 0.9375, - "grad_norm": 1.0907557345293637, - "kl": 0.0474853515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.004103618000259221, + "kl": 0.0073089599609375, "learning_rate": 1.5052736874374815e-06, - "loss": 0.0043, - "num_tokens": 209293617.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 207764155.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 349 }, { @@ -9787,26 +9787,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1548.0, - "completions/max_terminated_length": 1548.0, - "completions/mean_length": 568.509765625, - "completions/mean_terminated_length": 567.4539794921875, - "completions/min_length": 231.0, - "completions/min_terminated_length": 231.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1784.0, + "completions/max_terminated_length": 1784.0, + "completions/mean_length": 548.10546875, + "completions/mean_terminated_length": 548.10546875, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.31340944705618984, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06738432092092399, - "kl": 0.05059814453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00228408374001061, + "kl": 0.0070343017578125, "learning_rate": 1.4931588178670695e-06, - "loss": 0.0038, - "num_tokens": 209870166.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 208330257.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 350 }, { @@ -9816,25 +9816,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1246.0, - "completions/max_terminated_length": 1246.0, - "completions/mean_length": 587.666015625, - "completions/mean_terminated_length": 587.666015625, - "completions/min_length": 217.0, - "completions/min_terminated_length": 217.0, + "completions/max_length": 1369.0, + "completions/max_terminated_length": 1369.0, + "completions/mean_length": 571.197265625, + "completions/mean_terminated_length": 571.197265625, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.3143049026192075, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0667752478450315, - "kl": 0.04486083984375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0020964969256138085, + "kl": 0.00688934326171875, "learning_rate": 1.4810966828354605e-06, - "loss": 0.0002, - "num_tokens": 210524939.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 208976598.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 351 }, { @@ -9843,26 +9843,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1489.0, - "completions/mean_length": 585.203125, - "completions/mean_terminated_length": 582.3405151367188, - "completions/min_length": 140.0, - "completions/min_terminated_length": 140.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1443.0, + "completions/max_terminated_length": 1443.0, + "completions/mean_length": 561.779296875, + "completions/mean_terminated_length": 561.779296875, + "completions/min_length": 135.0, + "completions/min_terminated_length": 135.0, "epoch": 0.3152003581822252, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0747582857471383, - "kl": 0.048828125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003302003902452213, + "kl": 0.0074615478515625, "learning_rate": 1.469087788445684e-06, - "loss": 0.0083, - "num_tokens": 211128531.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 209568197.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 352 }, { @@ -9872,19 +9872,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1240.0, - "completions/max_terminated_length": 1240.0, - "completions/mean_length": 571.16015625, - "completions/mean_terminated_length": 571.16015625, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/max_length": 1252.0, + "completions/max_terminated_length": 1252.0, + "completions/mean_length": 548.845703125, + "completions/mean_terminated_length": 548.845703125, + "completions/min_length": 191.0, + "completions/min_terminated_length": 191.0, "epoch": 0.31609581374524287, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0041276490396841056, - "kl": 0.047607421875, + "grad_norm": 0.002776716601889407, + "kl": 0.00762176513671875, "learning_rate": 1.4571326385668965e-06, - "loss": 0.0005, - "num_tokens": 211749589.0, + "loss": 0.0001, + "num_tokens": 210177830.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9899,20 +9899,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1388.0, - "completions/max_terminated_length": 1388.0, - "completions/mean_length": 576.314453125, - "completions/mean_terminated_length": 575.5655517578125, - "completions/min_length": 219.0, - "completions/min_terminated_length": 219.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1176.0, + "completions/max_terminated_length": 1176.0, + "completions/mean_length": 563.796875, + "completions/mean_terminated_length": 563.796875, + "completions/min_length": 150.0, + "completions/min_terminated_length": 150.0, "epoch": 0.3169912693082606, "frac_reward_zero_std": 1.0, - "grad_norm": 0.8926123024299515, - "kl": 0.26904296875, + "grad_norm": 0.0022599035175075058, + "kl": 0.007415771484375, "learning_rate": 1.4452317348132434e-06, - "loss": 0.0027, - "num_tokens": 212360054.0, + "loss": 0.0001, + "num_tokens": 210781886.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9927,20 +9927,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1667.0, - "completions/max_terminated_length": 1667.0, - "completions/mean_length": 583.8984375, - "completions/mean_terminated_length": 582.5910034179688, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1258.0, + "completions/max_terminated_length": 1258.0, + "completions/mean_length": 558.203125, + "completions/mean_terminated_length": 558.203125, + "completions/min_length": 227.0, + "completions/min_terminated_length": 227.0, "epoch": 0.3178867248712783, "frac_reward_zero_std": 1.0, - "grad_norm": 0.45238995582403174, - "kl": 0.14990234375, + "grad_norm": 0.0020322560028473275, + "kl": 0.00682830810546875, "learning_rate": 1.4333855765228104e-06, - "loss": 0.0015, - "num_tokens": 212965298.0, + "loss": 0.0001, + "num_tokens": 211373974.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -9955,26 +9955,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1934.0, - "completions/mean_length": 625.888671875, - "completions/mean_terminated_length": 623.1056518554688, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1791.0, + "completions/max_terminated_length": 1791.0, + "completions/mean_length": 622.130859375, + "completions/mean_terminated_length": 622.130859375, + "completions/min_length": 146.0, + "completions/min_terminated_length": 146.0, "epoch": 0.31878218043429596, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06558967056937225, - "kl": 0.04473876953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0021667727258320112, + "kl": 0.0065765380859375, "learning_rate": 1.421594660736675e-06, - "loss": 0.0103, - "num_tokens": 213597257.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 212004009.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 356 }, { @@ -9984,19 +9984,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1395.0, - "completions/max_terminated_length": 1395.0, - "completions/mean_length": 560.33203125, - "completions/mean_terminated_length": 560.33203125, - "completions/min_length": 193.0, - "completions/min_terminated_length": 193.0, + "completions/max_length": 1612.0, + "completions/max_terminated_length": 1612.0, + "completions/mean_length": 534.94140625, + "completions/mean_terminated_length": 534.94140625, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.31967763599731364, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004939443011093821, - "kl": 0.04925537109375, + "grad_norm": 0.002663417489634053, + "kl": 0.00749969482421875, "learning_rate": 1.4098594821780476e-06, - "loss": 0.0005, - "num_tokens": 214158339.0, + "loss": 0.0001, + "num_tokens": 212552091.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10012,19 +10012,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1255.0, - "completions/max_terminated_length": 1255.0, - "completions/mean_length": 563.447265625, - "completions/mean_terminated_length": 563.447265625, - "completions/min_length": 169.0, - "completions/min_terminated_length": 169.0, + "completions/max_length": 1600.0, + "completions/max_terminated_length": 1600.0, + "completions/mean_length": 564.744140625, + "completions/mean_terminated_length": 564.744140625, + "completions/min_length": 138.0, + "completions/min_terminated_length": 138.0, "epoch": 0.3205730915603313, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004402935055334641, - "kl": 0.04644775390625, + "grad_norm": 0.0031061900289884826, + "kl": 0.00829315185546875, "learning_rate": 1.3981805332315174e-06, - "loss": 0.0005, - "num_tokens": 214760824.0, + "loss": 0.0001, + "num_tokens": 213155240.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10040,19 +10040,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1443.0, - "completions/max_terminated_length": 1443.0, - "completions/mean_length": 575.783203125, - "completions/mean_terminated_length": 575.783203125, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/max_length": 1436.0, + "completions/max_terminated_length": 1436.0, + "completions/mean_length": 571.017578125, + "completions/mean_terminated_length": 571.017578125, + "completions/min_length": 228.0, + "completions/min_terminated_length": 228.0, "epoch": 0.321468547123349, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004501749654718466, - "kl": 0.0462646484375, + "grad_norm": 0.0021493978916938975, + "kl": 0.006927490234375, "learning_rate": 1.3865583039223929e-06, - "loss": 0.0005, - "num_tokens": 215352073.0, + "loss": 0.0001, + "num_tokens": 213744049.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10068,19 +10068,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1129.0, - "completions/max_terminated_length": 1129.0, - "completions/mean_length": 541.359375, - "completions/mean_terminated_length": 541.359375, - "completions/min_length": 147.0, - "completions/min_terminated_length": 147.0, + "completions/max_length": 1491.0, + "completions/max_terminated_length": 1491.0, + "completions/mean_length": 547.46875, + "completions/mean_terminated_length": 547.46875, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.32236400268636667, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004656261138922308, - "kl": 0.04718017578125, + "grad_norm": 0.002390722572560558, + "kl": 0.00682830810546875, "learning_rate": 1.374993281896137e-06, - "loss": 0.0005, - "num_tokens": 215928289.0, + "loss": 0.0001, + "num_tokens": 214323393.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10095,20 +10095,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1584.0, - "completions/max_terminated_length": 1584.0, - "completions/mean_length": 542.564453125, - "completions/mean_terminated_length": 542.564453125, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1235.0, + "completions/mean_length": 530.275390625, + "completions/mean_terminated_length": 524.3235473632812, + "completions/min_length": 145.0, + "completions/min_terminated_length": 145.0, "epoch": 0.3232594582493844, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004741245952791287, - "kl": 0.04730224609375, + "grad_norm": 0.002902768186402617, + "kl": 0.00717926025390625, "learning_rate": 1.3634859523979134e-06, - "loss": 0.0005, - "num_tokens": 216489026.0, + "loss": 0.0001, + "num_tokens": 214877838.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10124,19 +10124,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1602.0, - "completions/max_terminated_length": 1602.0, - "completions/mean_length": 566.744140625, - "completions/mean_terminated_length": 566.744140625, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/max_length": 1317.0, + "completions/max_terminated_length": 1317.0, + "completions/mean_length": 566.4140625, + "completions/mean_terminated_length": 566.4140625, + "completions/min_length": 176.0, + "completions/min_terminated_length": 176.0, "epoch": 0.3241549138124021, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004922462540278737, - "kl": 0.04833984375, + "grad_norm": 0.002136628038833396, + "kl": 0.00792694091796875, "learning_rate": 1.3520367982522208e-06, - "loss": 0.0005, - "num_tokens": 217065039.0, + "loss": 0.0001, + "num_tokens": 215453682.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10151,20 +10151,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1338.0, - "completions/max_terminated_length": 1338.0, - "completions/mean_length": 547.189453125, - "completions/mean_terminated_length": 547.189453125, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1374.0, + "completions/mean_length": 557.8984375, + "completions/mean_terminated_length": 554.9823608398438, + "completions/min_length": 229.0, + "completions/min_terminated_length": 229.0, "epoch": 0.32505036937541976, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004862974742261159, - "kl": 0.04705810546875, + "grad_norm": 0.002198479192435782, + "kl": 0.00743865966796875, "learning_rate": 1.3406462998426358e-06, - "loss": 0.0005, - "num_tokens": 217628032.0, + "loss": 0.0001, + "num_tokens": 216022158.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10179,26 +10179,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1460.0, - "completions/max_terminated_length": 1460.0, - "completions/mean_length": 609.470703125, - "completions/mean_terminated_length": 607.2078857421875, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1581.0, + "completions/max_terminated_length": 1581.0, + "completions/mean_length": 619.244140625, + "completions/mean_terminated_length": 619.244140625, + "completions/min_length": 243.0, + "completions/min_terminated_length": 243.0, "epoch": 0.32594582493843743, - "frac_reward_zero_std": 0.96875, - "grad_norm": 2.0311803594047575, - "kl": 0.0655517578125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002120261143082215, + "kl": 0.0067596435546875, "learning_rate": 1.3293149350916595e-06, - "loss": 0.0072, - "num_tokens": 218257233.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 216656363.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 364 }, { @@ -10207,20 +10207,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1472.0, - "completions/max_terminated_length": 1472.0, - "completions/mean_length": 584.74609375, - "completions/mean_terminated_length": 584.74609375, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 2000.0, + "completions/mean_length": 580.7578125, + "completions/mean_terminated_length": 577.886474609375, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.3268412805014551, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004975922076955785, - "kl": 0.04620361328125, + "grad_norm": 0.008873138088250711, + "kl": 0.00872802734375, "learning_rate": 1.3180431794406623e-06, - "loss": 0.0005, - "num_tokens": 218856031.0, + "loss": 0.0001, + "num_tokens": 217253119.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10235,20 +10235,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1364.0, - "completions/max_terminated_length": 1364.0, - "completions/mean_length": 577.599609375, - "completions/mean_terminated_length": 576.2211303710938, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1617.0, + "completions/max_terminated_length": 1617.0, + "completions/mean_length": 579.234375, + "completions/mean_terminated_length": 579.234375, + "completions/min_length": 124.0, + "completions/min_terminated_length": 124.0, "epoch": 0.3277367360644728, "frac_reward_zero_std": 1.0, - "grad_norm": 0.048253010828955015, - "kl": 0.057373046875, + "grad_norm": 0.0021260611537859343, + "kl": 0.00704193115234375, "learning_rate": 1.3068315058299358e-06, - "loss": 0.0006, - "num_tokens": 219451442.0, + "loss": 0.0001, + "num_tokens": 217849367.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10263,20 +10263,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1321.0, - "completions/max_terminated_length": 1321.0, - "completions/mean_length": 594.275390625, - "completions/mean_terminated_length": 592.8532104492188, - "completions/min_length": 245.0, - "completions/min_terminated_length": 245.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1519.0, + "completions/max_terminated_length": 1519.0, + "completions/mean_length": 589.966796875, + "completions/mean_terminated_length": 589.966796875, + "completions/min_length": 246.0, + "completions/min_terminated_length": 246.0, "epoch": 0.32863219162749047, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0489489060192923, - "kl": 0.05865478515625, + "grad_norm": 0.002204999600811044, + "kl": 0.00702667236328125, "learning_rate": 1.2956803846788503e-06, - "loss": 0.0006, - "num_tokens": 220057999.0, + "loss": 0.0001, + "num_tokens": 218453718.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10291,20 +10291,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1641.0, - "completions/max_terminated_length": 1641.0, - "completions/mean_length": 571.3046875, - "completions/mean_terminated_length": 571.3046875, - "completions/min_length": 163.0, - "completions/min_terminated_length": 163.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1940.0, + "completions/mean_length": 576.056640625, + "completions/mean_terminated_length": 573.1761474609375, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.32952764719050814, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004236000922588133, - "kl": 0.0469970703125, + "grad_norm": 0.00232950684589546, + "kl": 0.00756072998046875, "learning_rate": 1.284590283866116e-06, - "loss": 0.0005, - "num_tokens": 220667243.0, + "loss": 0.0001, + "num_tokens": 219065395.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10320,19 +10320,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1322.0, - "completions/max_terminated_length": 1322.0, - "completions/mean_length": 646.376953125, - "completions/mean_terminated_length": 646.376953125, - "completions/min_length": 233.0, - "completions/min_terminated_length": 233.0, + "completions/max_length": 1794.0, + "completions/max_terminated_length": 1794.0, + "completions/mean_length": 629.060546875, + "completions/mean_terminated_length": 629.060546875, + "completions/min_length": 216.0, + "completions/min_terminated_length": 216.0, "epoch": 0.3304231027535259, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004577538862500448, - "kl": 0.046875, + "grad_norm": 0.0021195870410575485, + "kl": 0.006866455078125, "learning_rate": 1.2735616687101518e-06, - "loss": 0.0005, - "num_tokens": 221374060.0, + "loss": 0.0001, + "num_tokens": 219763346.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10347,26 +10347,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1172.0, - "completions/max_terminated_length": 1172.0, - "completions/mean_length": 565.533203125, - "completions/mean_terminated_length": 564.5929565429688, - "completions/min_length": 219.0, - "completions/min_terminated_length": 219.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1389.0, + "completions/max_terminated_length": 1389.0, + "completions/mean_length": 570.484375, + "completions/mean_terminated_length": 570.484375, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.33131855831654355, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.09863928059149049, - "kl": 0.0606689453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0024615791853039603, + "kl": 0.00725555419921875, "learning_rate": 1.2625950019495614e-06, - "loss": 0.0009, - "num_tokens": 221970813.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 220362634.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 370 }, { @@ -10376,19 +10376,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1147.0, - "completions/max_terminated_length": 1147.0, - "completions/mean_length": 564.126953125, - "completions/mean_terminated_length": 564.126953125, - "completions/min_length": 169.0, - "completions/min_terminated_length": 169.0, + "completions/max_length": 1190.0, + "completions/max_terminated_length": 1190.0, + "completions/mean_length": 573.626953125, + "completions/mean_terminated_length": 573.626953125, + "completions/min_length": 179.0, + "completions/min_terminated_length": 179.0, "epoch": 0.33221401387956123, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005033013139063627, - "kl": 0.047607421875, + "grad_norm": 0.002016962022433684, + "kl": 0.00699615478515625, "learning_rate": 1.251690743723718e-06, - "loss": 0.0005, - "num_tokens": 222567662.0, + "loss": 0.0001, + "num_tokens": 220964347.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10404,19 +10404,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1359.0, - "completions/max_terminated_length": 1359.0, - "completions/mean_length": 571.357421875, - "completions/mean_terminated_length": 571.357421875, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/max_length": 1322.0, + "completions/max_terminated_length": 1322.0, + "completions/mean_length": 588.921875, + "completions/mean_terminated_length": 588.921875, + "completions/min_length": 168.0, + "completions/min_terminated_length": 168.0, "epoch": 0.3331094694425789, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004486081414495797, - "kl": 0.0452880859375, + "grad_norm": 0.0019903531026202316, + "kl": 0.00666046142578125, "learning_rate": 1.2408493515534581e-06, - "loss": 0.0005, - "num_tokens": 223146389.0, + "loss": 0.0001, + "num_tokens": 221552067.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10431,20 +10431,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1588.0, - "completions/max_terminated_length": 1588.0, - "completions/mean_length": 593.37109375, - "completions/mean_terminated_length": 592.3013916015625, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1343.0, + "completions/max_terminated_length": 1343.0, + "completions/mean_length": 589.775390625, + "completions/mean_terminated_length": 589.775390625, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.3340049250055966, "frac_reward_zero_std": 1.0, - "grad_norm": 0.6676414497649207, - "kl": 0.23779296875, + "grad_norm": 0.002242842785657926, + "kl": 0.00731658935546875, "learning_rate": 1.2300712803218834e-06, - "loss": 0.0024, - "num_tokens": 223739315.0, + "loss": 0.0001, + "num_tokens": 222143152.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10459,20 +10459,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1376.0, - "completions/max_terminated_length": 1376.0, - "completions/mean_length": 561.052734375, - "completions/mean_terminated_length": 558.0452270507812, - "completions/min_length": 136.0, - "completions/min_terminated_length": 136.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1534.0, + "completions/max_terminated_length": 1534.0, + "completions/mean_length": 558.314453125, + "completions/mean_terminated_length": 558.314453125, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.33490038056861426, "frac_reward_zero_std": 1.0, - "grad_norm": 6.352807716641198, - "kl": 1.9359130859375, + "grad_norm": 0.003060731538706847, + "kl": 0.007781982421875, "learning_rate": 1.2193569822552772e-06, - "loss": 0.0193, - "num_tokens": 224340462.0, + "loss": 0.0001, + "num_tokens": 222742897.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10487,26 +10487,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1526.0, - "completions/max_terminated_length": 1526.0, - "completions/mean_length": 559.923828125, - "completions/mean_terminated_length": 559.0567626953125, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1411.0, + "completions/max_terminated_length": 1411.0, + "completions/mean_length": 582.775390625, + "completions/mean_terminated_length": 582.775390625, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.33579583613163194, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07663783762398667, - "kl": 0.0635986328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0017875770315972821, + "kl": 0.0068359375, "learning_rate": 1.2087069069041268e-06, - "loss": -0.0018, - "num_tokens": 224924535.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 223338670.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 375 }, { @@ -10515,26 +10515,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1792.0, - "completions/mean_length": 594.92578125, - "completions/mean_terminated_length": 592.0822143554688, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1358.0, + "completions/max_terminated_length": 1358.0, + "completions/mean_length": 617.2421875, + "completions/mean_terminated_length": 617.2421875, + "completions/min_length": 142.0, + "completions/min_terminated_length": 142.0, "epoch": 0.3366912916946497, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.059619881056307, - "kl": 0.04766845703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.010428174741634343, + "kl": 0.00791168212890625, "learning_rate": 1.1981215011242654e-06, - "loss": 0.0094, - "num_tokens": 225539377.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 223964938.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 376 }, { @@ -10543,26 +10543,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1601.0, - "completions/max_terminated_length": 1601.0, - "completions/mean_length": 569.505859375, - "completions/mean_terminated_length": 568.4813842773438, - "completions/min_length": 147.0, - "completions/min_terminated_length": 147.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1244.0, + "completions/max_terminated_length": 1244.0, + "completions/mean_length": 585.546875, + "completions/mean_terminated_length": 585.546875, + "completions/min_length": 108.0, + "completions/min_terminated_length": 108.0, "epoch": 0.33758674725766735, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.09423306788440591, - "kl": 0.0728759765625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0020485851533229055, + "kl": 0.00693511962890625, "learning_rate": 1.1876012090581184e-06, - "loss": 0.0034, - "num_tokens": 226144916.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 224578690.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 377 }, { @@ -10571,20 +10571,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1744.0, - "completions/max_terminated_length": 1744.0, - "completions/mean_length": 585.783203125, - "completions/mean_terminated_length": 584.75537109375, - "completions/min_length": 126.0, - "completions/min_terminated_length": 126.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1708.0, + "completions/max_terminated_length": 1708.0, + "completions/mean_length": 586.498046875, + "completions/mean_terminated_length": 586.498046875, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.33848220282068503, "frac_reward_zero_std": 1.0, - "grad_norm": 0.015044538467711114, - "kl": 0.053955078125, + "grad_norm": 0.0023864026164809745, + "kl": 0.00688934326171875, "learning_rate": 1.177146472116071e-06, - "loss": 0.0005, - "num_tokens": 226759605.0, + "loss": 0.0001, + "num_tokens": 225193745.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10599,20 +10599,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1211.0, - "completions/max_terminated_length": 1211.0, - "completions/mean_length": 563.88671875, - "completions/mean_terminated_length": 563.88671875, - "completions/min_length": 151.0, - "completions/min_terminated_length": 151.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1357.0, + "completions/mean_length": 572.3984375, + "completions/mean_terminated_length": 569.5107421875, + "completions/min_length": 126.0, + "completions/min_terminated_length": 126.0, "epoch": 0.3393776583837027, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00500054399657516, - "kl": 0.04815673828125, + "grad_norm": 0.002935718694507386, + "kl": 0.00739288330078125, "learning_rate": 1.1667577289579462e-06, - "loss": 0.0005, - "num_tokens": 227361851.0, + "loss": 0.0001, + "num_tokens": 225800349.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10627,20 +10627,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1342.0, - "completions/max_terminated_length": 1342.0, - "completions/mean_length": 572.224609375, - "completions/mean_terminated_length": 572.224609375, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1268.0, + "completions/mean_length": 584.03515625, + "completions/mean_terminated_length": 581.1702270507812, + "completions/min_length": 147.0, + "completions/min_terminated_length": 147.0, "epoch": 0.3402731139467204, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005051424307733384, - "kl": 0.0479736328125, + "grad_norm": 0.0020063036346906656, + "kl": 0.00696563720703125, "learning_rate": 1.1564354154746007e-06, - "loss": 0.0005, - "num_tokens": 227963246.0, + "loss": 0.0001, + "num_tokens": 226407791.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10656,19 +10656,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.96875, - "completions/max_length": 1781.0, - "completions/max_terminated_length": 1781.0, - "completions/mean_length": 543.689453125, - "completions/mean_terminated_length": 541.678466796875, - "completions/min_length": 162.0, - "completions/min_terminated_length": 162.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1583.0, + "completions/mean_length": 567.478515625, + "completions/mean_terminated_length": 561.672607421875, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.34116856950973806, "frac_reward_zero_std": 0.96875, - "grad_norm": 1.2170304837306363, - "kl": 0.05426025390625, + "grad_norm": 0.05304798394475104, + "kl": 0.00707244873046875, "learning_rate": 1.146179964769635e-06, - "loss": 0.0025, - "num_tokens": 228535055.0, + "loss": 0.0112, + "num_tokens": 226991780.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -10684,19 +10684,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1515.0, - "completions/max_terminated_length": 1515.0, - "completions/mean_length": 574.69921875, - "completions/mean_terminated_length": 574.69921875, - "completions/min_length": 242.0, - "completions/min_terminated_length": 242.0, + "completions/max_length": 1395.0, + "completions/max_terminated_length": 1395.0, + "completions/mean_length": 587.37890625, + "completions/mean_terminated_length": 587.37890625, + "completions/min_length": 227.0, + "completions/min_terminated_length": 227.0, "epoch": 0.34206402507275574, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004686795250678084, - "kl": 0.04437255859375, + "grad_norm": 0.0017700420725100794, + "kl": 0.0064697265625, "learning_rate": 1.1359918071412195e-06, - "loss": 0.0004, - "num_tokens": 229117413.0, + "loss": 0.0001, + "num_tokens": 227580630.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10711,26 +10711,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1461.0, - "completions/mean_length": 581.048828125, - "completions/mean_terminated_length": 576.4617309570312, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1330.0, + "completions/max_terminated_length": 1330.0, + "completions/mean_length": 574.92578125, + "completions/mean_terminated_length": 574.92578125, + "completions/min_length": 207.0, + "completions/min_terminated_length": 207.0, "epoch": 0.3429594806357735, - "frac_reward_zero_std": 0.9375, - "grad_norm": 1.1783978547689393, - "kl": 0.05865478515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002522387931367739, + "kl": 0.00714111328125, "learning_rate": 1.1258713700640456e-06, - "loss": 0.014, - "num_tokens": 229698558.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 228158640.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 383 }, { @@ -10740,19 +10740,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1769.0, - "completions/max_terminated_length": 1769.0, - "completions/mean_length": 570.1640625, - "completions/mean_terminated_length": 569.1859130859375, - "completions/min_length": 138.0, - "completions/min_terminated_length": 138.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1440.0, + "completions/mean_length": 576.966796875, + "completions/mean_terminated_length": 574.0880737304688, + "completions/min_length": 143.0, + "completions/min_terminated_length": 143.0, "epoch": 0.34385493619879115, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01024322824980028, - "kl": 0.0523681640625, + "grad_norm": 0.0018472409757711492, + "kl": 0.00701141357421875, "learning_rate": 1.115819078171383e-06, - "loss": 0.0005, - "num_tokens": 230277586.0, + "loss": 0.0001, + "num_tokens": 228741151.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10768,19 +10768,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1455.0, - "completions/max_terminated_length": 1455.0, - "completions/mean_length": 583.599609375, - "completions/mean_terminated_length": 583.599609375, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/max_length": 1622.0, + "completions/max_terminated_length": 1622.0, + "completions/mean_length": 585.87109375, + "completions/mean_terminated_length": 585.87109375, + "completions/min_length": 143.0, + "completions/min_terminated_length": 143.0, "epoch": 0.3447503917618088, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00435591430534266, - "kl": 0.04876708984375, + "grad_norm": 0.0019917553098233345, + "kl": 0.00733184814453125, "learning_rate": 1.1058353532372667e-06, - "loss": 0.0005, - "num_tokens": 230868677.0, + "loss": 0.0001, + "num_tokens": 229333405.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10795,26 +10795,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 1716.0, - "completions/max_terminated_length": 1716.0, - "completions/mean_length": 563.646484375, - "completions/mean_terminated_length": 559.092529296875, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1603.0, + "completions/max_terminated_length": 1603.0, + "completions/mean_length": 579.091796875, + "completions/mean_terminated_length": 579.091796875, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.3456458473248265, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0644270242005122, - "kl": 0.04962158203125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.02362205706260728, + "kl": 0.0114593505859375, "learning_rate": 1.0959206141587998e-06, - "loss": 0.0125, - "num_tokens": 231472384.0, - "reward": 0.09921875596046448, - "reward_std": 0.0013975425390526652, + "loss": 0.0001, + "num_tokens": 229945020.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.9921875, - "rewards/format_reward/std": 0.08812850713729858, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 386 }, { @@ -10824,19 +10824,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1587.0, - "completions/max_terminated_length": 1587.0, - "completions/mean_length": 573.7109375, - "completions/mean_terminated_length": 573.7109375, - "completions/min_length": 194.0, - "completions/min_terminated_length": 194.0, + "completions/max_length": 1386.0, + "completions/max_terminated_length": 1386.0, + "completions/mean_length": 579.376953125, + "completions/mean_terminated_length": 579.376953125, + "completions/min_length": 165.0, + "completions/min_terminated_length": 165.0, "epoch": 0.3465413028878442, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0043769719826980726, - "kl": 0.0465087890625, + "grad_norm": 0.00198843994240326, + "kl": 0.0070648193359375, "learning_rate": 1.0860752769385766e-06, - "loss": 0.0005, - "num_tokens": 232054892.0, + "loss": 0.0001, + "num_tokens": 230530429.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10851,26 +10851,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1421.0, - "completions/max_terminated_length": 1421.0, - "completions/mean_length": 625.736328125, - "completions/mean_terminated_length": 625.0215454101562, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1863.0, + "completions/max_terminated_length": 1863.0, + "completions/mean_length": 632.87109375, + "completions/mean_terminated_length": 632.87109375, + "completions/min_length": 215.0, + "completions/min_terminated_length": 215.0, "epoch": 0.34743675845086186, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004764854587022044, - "kl": 0.04669189453125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.06881464441737437, + "kl": 0.00665283203125, "learning_rate": 1.0762997546672279e-06, - "loss": 0.0005, - "num_tokens": 232676021.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.01, + "num_tokens": 231155211.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 388 }, { @@ -10879,20 +10879,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1553.0, - "completions/max_terminated_length": 1553.0, - "completions/mean_length": 556.107421875, - "completions/mean_terminated_length": 554.7964477539062, - "completions/min_length": 142.0, - "completions/min_terminated_length": 142.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1730.0, + "completions/max_terminated_length": 1730.0, + "completions/mean_length": 556.984375, + "completions/mean_terminated_length": 556.984375, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.34833221401387954, "frac_reward_zero_std": 1.0, - "grad_norm": 0.019412253728347505, - "kl": 0.055419921875, + "grad_norm": 0.003016609752120695, + "kl": 0.00732421875, "learning_rate": 1.0665944575060914e-06, - "loss": 0.0006, - "num_tokens": 233269340.0, + "loss": 0.0001, + "num_tokens": 231748979.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10907,20 +10907,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1777.0, - "completions/mean_length": 598.857421875, - "completions/mean_terminated_length": 596.0215454101562, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1937.0, + "completions/max_terminated_length": 1937.0, + "completions/mean_length": 608.6484375, + "completions/mean_terminated_length": 608.6484375, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.34922766957689727, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004042710509275122, - "kl": 0.04693603515625, + "grad_norm": 0.0022898321321825014, + "kl": 0.007659912109375, "learning_rate": 1.056959792669997e-06, - "loss": 0.0005, - "num_tokens": 233893091.0, + "loss": 0.0001, + "num_tokens": 232377743.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10935,26 +10935,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1739.0, - "completions/max_terminated_length": 1739.0, - "completions/mean_length": 600.2421875, - "completions/mean_terminated_length": 600.2421875, - "completions/min_length": 171.0, - "completions/min_terminated_length": 171.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1715.0, + "completions/mean_length": 600.947265625, + "completions/mean_terminated_length": 595.2725830078125, + "completions/min_length": 196.0, + "completions/min_terminated_length": 196.0, "epoch": 0.35012312513991495, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004273522818328221, - "kl": 0.046630859375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07120278792436081, + "kl": 0.007080078125, "learning_rate": 1.0473961644101856e-06, - "loss": 0.0005, - "num_tokens": 234541871.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0087, + "num_tokens": 233026884.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 391 }, { @@ -10963,20 +10963,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1491.0, - "completions/max_terminated_length": 1491.0, - "completions/mean_length": 619.369140625, - "completions/mean_terminated_length": 618.6966552734375, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1701.0, + "completions/max_terminated_length": 1701.0, + "completions/mean_length": 617.69921875, + "completions/mean_terminated_length": 617.69921875, + "completions/min_length": 196.0, + "completions/min_terminated_length": 196.0, "epoch": 0.3510185807029326, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0040486666283392125, - "kl": 0.04632568359375, + "grad_norm": 0.002037737372292383, + "kl": 0.0066375732421875, "learning_rate": 1.037903973997345e-06, - "loss": 0.0005, - "num_tokens": 235197980.0, + "loss": 0.0001, + "num_tokens": 233682138.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -10991,26 +10991,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, + "completions/clipped_ratio": -6.953125, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1881.0, - "completions/mean_length": 592.013671875, - "completions/mean_terminated_length": 586.303955078125, - "completions/min_length": 197.0, - "completions/min_terminated_length": 197.0, + "completions/max_terminated_length": 1986.0, + "completions/mean_length": 600.583984375, + "completions/mean_terminated_length": 594.0628662109375, + "completions/min_length": 130.0, + "completions/min_terminated_length": 130.0, "epoch": 0.3519140362659503, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.07832944286109411, - "kl": 0.044677734375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 7.623259217540254, + "kl": 0.02263641357421875, "learning_rate": 1.0284836197047737e-06, - "loss": 0.0094, - "num_tokens": 235822211.0, - "reward": 0.09941406548023224, - "reward_std": 0.0018486406188458204, + "loss": 0.0048, + "num_tokens": 234310757.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 393 }, { @@ -11020,19 +11020,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1323.0, - "completions/max_terminated_length": 1323.0, - "completions/mean_length": 555.65625, - "completions/mean_terminated_length": 555.65625, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_length": 1556.0, + "completions/max_terminated_length": 1556.0, + "completions/mean_length": 554.560546875, + "completions/mean_terminated_length": 554.560546875, + "completions/min_length": 165.0, + "completions/min_terminated_length": 165.0, "epoch": 0.352809491828968, "frac_reward_zero_std": 1.0, - "grad_norm": 0.010148834998323347, - "kl": 0.04815673828125, + "grad_norm": 0.0028379250785953714, + "kl": 0.0075531005859375, "learning_rate": 1.0191354967916712e-06, - "loss": 0.0005, - "num_tokens": 236407043.0, + "loss": 0.0001, + "num_tokens": 234895028.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11048,25 +11048,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1373.0, - "completions/max_terminated_length": 1373.0, - "completions/mean_length": 587.875, - "completions/mean_terminated_length": 586.9177856445312, - "completions/min_length": 140.0, - "completions/min_terminated_length": 140.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1442.0, + "completions/mean_length": 592.939453125, + "completions/mean_terminated_length": 590.0919799804688, + "completions/min_length": 172.0, + "completions/min_terminated_length": 172.0, "epoch": 0.35370494739198566, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1.9869550657623536, - "kl": 0.27435302734375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002487976285381569, + "kl": 0.00714111328125, "learning_rate": 1.0098599974865515e-06, - "loss": 0.013, - "num_tokens": 237002851.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 235493429.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 395 }, { @@ -11076,19 +11076,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1436.0, - "completions/max_terminated_length": 1436.0, - "completions/mean_length": 601.15234375, - "completions/mean_terminated_length": 601.15234375, - "completions/min_length": 246.0, - "completions/min_terminated_length": 246.0, + "completions/max_length": 1766.0, + "completions/max_terminated_length": 1766.0, + "completions/mean_length": 620.3359375, + "completions/mean_terminated_length": 620.3359375, + "completions/min_length": 221.0, + "completions/min_terminated_length": 221.0, "epoch": 0.35460040295500334, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004630268582371048, - "kl": 0.0477294921875, + "grad_norm": 0.0019206177258053912, + "kl": 0.0068206787109375, "learning_rate": 1.0006575109707898e-06, - "loss": 0.0005, - "num_tokens": 237636081.0, + "loss": 0.0001, + "num_tokens": 236136481.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11104,19 +11104,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1576.0, - "completions/max_terminated_length": 1576.0, - "completions/mean_length": 572.310546875, - "completions/mean_terminated_length": 572.310546875, - "completions/min_length": 160.0, - "completions/min_terminated_length": 160.0, + "completions/max_length": 1601.0, + "completions/max_terminated_length": 1601.0, + "completions/mean_length": 569.744140625, + "completions/mean_terminated_length": 569.744140625, + "completions/min_length": 133.0, + "completions/min_terminated_length": 133.0, "epoch": 0.35549585851802107, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004840189114307491, - "kl": 0.04644775390625, + "grad_norm": 0.002326401178225782, + "kl": 0.00687408447265625, "learning_rate": 9.915284233622877e-07, - "loss": 0.0005, - "num_tokens": 238245616.0, + "loss": 0.0001, + "num_tokens": 236744702.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11132,19 +11132,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1507.0, - "completions/max_terminated_length": 1507.0, - "completions/mean_length": 587.345703125, - "completions/mean_terminated_length": 587.345703125, - "completions/min_length": 132.0, - "completions/min_terminated_length": 132.0, + "completions/max_length": 1616.0, + "completions/max_terminated_length": 1616.0, + "completions/mean_length": 577.216796875, + "completions/mean_terminated_length": 577.216796875, + "completions/min_length": 117.0, + "completions/min_terminated_length": 117.0, "epoch": 0.35639131408103875, "frac_reward_zero_std": 1.0, - "grad_norm": 0.003941142747216441, - "kl": 0.0457763671875, + "grad_norm": 0.0030862369767653917, + "kl": 0.006591796875, "learning_rate": 9.824731176992796e-07, - "loss": 0.0005, - "num_tokens": 238812033.0, + "loss": 0.0001, + "num_tokens": 237305933.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11159,26 +11159,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1750.0, - "completions/max_terminated_length": 1750.0, - "completions/mean_length": 608.267578125, - "completions/mean_terminated_length": 608.267578125, - "completions/min_length": 188.0, - "completions/min_terminated_length": 188.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1612.0, + "completions/mean_length": 593.181640625, + "completions/mean_terminated_length": 587.4765014648438, + "completions/min_length": 184.0, + "completions/min_terminated_length": 184.0, "epoch": 0.3572867696440564, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0051519468305786, - "kl": 0.04791259765625, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.11199865549877461, + "kl": 0.0068817138671875, "learning_rate": 9.734919739242543e-07, - "loss": 0.0005, - "num_tokens": 239426762.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0132, + "num_tokens": 237912938.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 399 }, { @@ -11188,19 +11188,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1857.0, - "completions/max_terminated_length": 1857.0, - "completions/mean_length": 608.357421875, - "completions/mean_terminated_length": 608.357421875, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/max_length": 1449.0, + "completions/max_terminated_length": 1449.0, + "completions/mean_length": 616.73828125, + "completions/mean_terminated_length": 616.73828125, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.3581822252070741, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0039636086255187275, - "kl": 0.04779052734375, + "grad_norm": 0.002015596791143499, + "kl": 0.00691986083984375, "learning_rate": 9.645853688680177e-07, - "loss": 0.0005, - "num_tokens": 240065009.0, + "loss": 0.0001, + "num_tokens": 238555476.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11216,19 +11216,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1195.0, - "completions/max_terminated_length": 1195.0, - "completions/mean_length": 566.44921875, - "completions/mean_terminated_length": 566.44921875, - "completions/min_length": 148.0, - "completions/min_terminated_length": 148.0, + "completions/max_length": 1433.0, + "completions/max_terminated_length": 1433.0, + "completions/mean_length": 559.072265625, + "completions/mean_terminated_length": 559.072265625, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.3590776807700918, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0038272234301605793, - "kl": 0.044677734375, + "grad_norm": 0.0018608514139559509, + "kl": 0.0065155029296875, "learning_rate": 9.557536762338786e-07, - "loss": 0.0004, - "num_tokens": 240641927.0, + "loss": 0.0001, + "num_tokens": 239128617.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11244,19 +11244,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1314.0, - "completions/max_terminated_length": 1314.0, - "completions/mean_length": 572.609375, - "completions/mean_terminated_length": 571.1585083007812, - "completions/min_length": 175.0, - "completions/min_terminated_length": 175.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1995.0, + "completions/mean_length": 571.732421875, + "completions/mean_terminated_length": 568.8434448242188, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.35997313633310946, "frac_reward_zero_std": 1.0, - "grad_norm": 2.830266598053953, - "kl": 0.78790283203125, + "grad_norm": 0.0024477307731748934, + "kl": 0.0071258544921875, "learning_rate": 9.46997266581973e-07, - "loss": 0.0079, - "num_tokens": 241219695.0, + "loss": 0.0001, + "num_tokens": 239705936.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11272,25 +11272,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1621.0, - "completions/max_terminated_length": 1621.0, - "completions/mean_length": 601.609375, - "completions/mean_terminated_length": 600.4070434570312, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1932.0, + "completions/mean_length": 626.830078125, + "completions/mean_terminated_length": 624.0488891601562, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.36086859189612713, - "frac_reward_zero_std": 1.0, - "grad_norm": 2.0982466909243627, - "kl": 0.50506591796875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.09673933475786087, + "kl": 0.0070343017578125, "learning_rate": 9.383165073137115e-07, - "loss": 0.0051, - "num_tokens": 241828759.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0075, + "num_tokens": 240327913.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 403 }, { @@ -11299,26 +11299,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1362.0, - "completions/max_terminated_length": 1362.0, - "completions/mean_length": 592.77734375, - "completions/mean_terminated_length": 592.77734375, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1525.0, + "completions/max_terminated_length": 1525.0, + "completions/mean_length": 591.482421875, + "completions/mean_terminated_length": 590.0509033203125, + "completions/min_length": 185.0, + "completions/min_terminated_length": 185.0, "epoch": 0.36176404745914487, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.00595576175026029, - "kl": 0.04461669921875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.05941957788832946, + "kl": 0.01541900634765625, "learning_rate": 9.297117626563687e-07, - "loss": 0.0004, - "num_tokens": 242427573.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0002, + "num_tokens": 240926064.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 404 }, { @@ -11327,26 +11327,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1312.0, - "completions/mean_length": 591.677734375, - "completions/mean_terminated_length": 585.5462036132812, - "completions/min_length": 235.0, - "completions/min_terminated_length": 235.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1363.0, + "completions/max_terminated_length": 1363.0, + "completions/mean_length": 601.333984375, + "completions/mean_terminated_length": 601.333984375, + "completions/min_length": 202.0, + "completions/min_terminated_length": 202.0, "epoch": 0.36265950302216254, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.15349545116743918, - "kl": 0.0850830078125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.006173233714714381, + "kl": 0.006805419921875, "learning_rate": 9.211833936477957e-07, - "loss": 0.0262, - "num_tokens": 243010848.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 241514283.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 405 }, { @@ -11355,26 +11355,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1596.0, - "completions/max_terminated_length": 1596.0, - "completions/mean_length": 592.9375, - "completions/mean_terminated_length": 591.60986328125, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1885.0, + "completions/max_terminated_length": 1885.0, + "completions/mean_length": 584.126953125, + "completions/mean_terminated_length": 584.126953125, + "completions/min_length": 122.0, + "completions/min_terminated_length": 122.0, "epoch": 0.3635549585851802, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.16264218504894148, - "kl": 0.112060546875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.054228472972914075, + "kl": 0.00666046142578125, "learning_rate": 9.127317581212753e-07, - "loss": 0.0011, - "num_tokens": 243610144.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0001, + "num_tokens": 242109068.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 406 }, { @@ -11383,20 +11383,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1240.0, - "completions/max_terminated_length": 1240.0, - "completions/mean_length": 571.162109375, - "completions/mean_terminated_length": 570.0997924804688, - "completions/min_length": 241.0, - "completions/min_terminated_length": 241.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1264.0, + "completions/max_terminated_length": 1264.0, + "completions/mean_length": 570.783203125, + "completions/mean_terminated_length": 570.783203125, + "completions/min_length": 213.0, + "completions/min_terminated_length": 213.0, "epoch": 0.3644504141481979, "frac_reward_zero_std": 1.0, - "grad_norm": 0.11354577971589774, - "kl": 0.08062744140625, + "grad_norm": 0.001946101119368566, + "kl": 0.00690460205078125, "learning_rate": 9.043572106905084e-07, - "loss": 0.0008, - "num_tokens": 244225875.0, + "loss": 0.0001, + "num_tokens": 242724605.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11412,19 +11412,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1684.0, - "completions/max_terminated_length": 1684.0, - "completions/mean_length": 583.146484375, - "completions/mean_terminated_length": 583.146484375, - "completions/min_length": 214.0, - "completions/min_terminated_length": 214.0, + "completions/max_length": 1845.0, + "completions/max_terminated_length": 1845.0, + "completions/mean_length": 587.302734375, + "completions/mean_terminated_length": 587.302734375, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.3653458697112156, "frac_reward_zero_std": 1.0, - "grad_norm": 0.008619318026623175, - "kl": 0.04681396484375, + "grad_norm": 0.0019191158558493225, + "kl": 0.007293701171875, "learning_rate": 8.960601027347321e-07, - "loss": 0.0005, - "num_tokens": 244830526.0, + "loss": 0.0001, + "num_tokens": 243331384.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11440,19 +11440,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1284.0, - "completions/max_terminated_length": 1284.0, - "completions/mean_length": 559.591796875, - "completions/mean_terminated_length": 559.591796875, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/max_length": 1259.0, + "completions/max_terminated_length": 1259.0, + "completions/mean_length": 550.9140625, + "completions/mean_terminated_length": 550.9140625, + "completions/min_length": 222.0, + "completions/min_terminated_length": 222.0, "epoch": 0.36624132527423325, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004150486122063207, - "kl": 0.04461669921875, + "grad_norm": 0.002127355767792274, + "kl": 0.00656890869140625, "learning_rate": 8.878407823839788e-07, - "loss": 0.0004, - "num_tokens": 245402845.0, + "loss": 0.0001, + "num_tokens": 243899260.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11467,20 +11467,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1663.0, - "completions/mean_length": 618.41796875, - "completions/mean_terminated_length": 614.60986328125, - "completions/min_length": 174.0, - "completions/min_terminated_length": 174.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1719.0, + "completions/max_terminated_length": 1719.0, + "completions/mean_length": 598.248046875, + "completions/mean_terminated_length": 598.248046875, + "completions/min_length": 201.0, + "completions/min_terminated_length": 201.0, "epoch": 0.36713678083725093, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.21832381676817567, - "kl": 0.13763427734375, + "grad_norm": 0.052649635615735615, + "kl": 0.0068817138671875, "learning_rate": 8.796995945044689e-07, - "loss": 0.0153, - "num_tokens": 246025779.0, + "loss": 0.0003, + "num_tokens": 244511867.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -11495,26 +11495,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1534.0, - "completions/mean_length": 598.365234375, - "completions/mean_terminated_length": 592.680419921875, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1455.0, + "completions/max_terminated_length": 1455.0, + "completions/mean_length": 605.73828125, + "completions/mean_terminated_length": 605.73828125, + "completions/min_length": 140.0, + "completions/min_terminated_length": 140.0, "epoch": 0.36803223640026866, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.25126353697075565, - "kl": 0.16729736328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0023921493243053795, + "kl": 0.00725555419921875, "learning_rate": 8.716368806841405e-07, - "loss": 0.0146, - "num_tokens": 246641358.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 245131221.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 411 }, { @@ -11523,26 +11523,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1309.0, - "completions/max_terminated_length": 1309.0, - "completions/mean_length": 574.302734375, - "completions/mean_terminated_length": 574.302734375, - "completions/min_length": 186.0, - "completions/min_terminated_length": 186.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1290.0, + "completions/mean_length": 578.29296875, + "completions/mean_terminated_length": 575.4168090820312, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.36892769196328634, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004008716988509208, - "kl": 0.0467529296875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07554786393229868, + "kl": 0.00659942626953125, "learning_rate": 8.636529792183171e-07, - "loss": 0.0005, - "num_tokens": 247228921.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0104, + "num_tokens": 245720827.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 412 }, { @@ -11551,26 +11551,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, + "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1640.0, - "completions/mean_length": 584.1484375, - "completions/mean_terminated_length": 581.2837524414062, - "completions/min_length": 183.0, - "completions/min_terminated_length": 183.0, + "completions/max_terminated_length": 1502.0, + "completions/mean_length": 595.05859375, + "completions/mean_terminated_length": 590.431396484375, + "completions/min_length": 146.0, + "completions/min_terminated_length": 146.0, "epoch": 0.369823147526304, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04699799709615979, - "kl": 0.0460205078125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.019885190989181234, + "kl": 0.01816558837890625, "learning_rate": 8.557482250955144e-07, - "loss": -0.0042, - "num_tokens": 247835893.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 246333385.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 413 }, { @@ -11579,20 +11579,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1638.0, - "completions/max_terminated_length": 1638.0, - "completions/mean_length": 612.640625, - "completions/mean_terminated_length": 611.1076049804688, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1871.0, + "completions/max_terminated_length": 1871.0, + "completions/mean_length": 607.44140625, + "completions/mean_terminated_length": 607.44140625, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.3707186030893217, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004123288560446476, - "kl": 0.048583984375, + "grad_norm": 0.002526845240160502, + "kl": 0.0074310302734375, "learning_rate": 8.479229499833844e-07, - "loss": 0.0005, - "num_tokens": 248473933.0, + "loss": 0.0001, + "num_tokens": 246968763.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11607,20 +11607,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1199.0, - "completions/max_terminated_length": 1199.0, - "completions/mean_length": 560.51953125, - "completions/mean_terminated_length": 559.4755249023438, - "completions/min_length": 154.0, - "completions/min_terminated_length": 154.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1883.0, + "completions/max_terminated_length": 1883.0, + "completions/mean_length": 569.833984375, + "completions/mean_terminated_length": 569.833984375, + "completions/min_length": 136.0, + "completions/min_terminated_length": 136.0, "epoch": 0.3716140586523394, "frac_reward_zero_std": 1.0, - "grad_norm": 0.011763473343105632, - "kl": 0.05010986328125, + "grad_norm": 0.00203404503319221, + "kl": 0.00699615478515625, "learning_rate": 8.401774822147976e-07, - "loss": 0.0005, - "num_tokens": 248995639.0, + "loss": 0.0001, + "num_tokens": 247495238.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11636,19 +11636,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1477.0, - "completions/max_terminated_length": 1477.0, - "completions/mean_length": 575.220703125, - "completions/mean_terminated_length": 575.220703125, - "completions/min_length": 194.0, - "completions/min_terminated_length": 194.0, + "completions/max_length": 1630.0, + "completions/max_terminated_length": 1630.0, + "completions/mean_length": 587.775390625, + "completions/mean_terminated_length": 587.775390625, + "completions/min_length": 202.0, + "completions/min_terminated_length": 202.0, "epoch": 0.37250951421535705, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004097140634106235, - "kl": 0.04595947265625, + "grad_norm": 0.002779264425300328, + "kl": 0.00716400146484375, "learning_rate": 8.325121467740695e-07, - "loss": 0.0005, - "num_tokens": 249611144.0, + "loss": 0.0001, + "num_tokens": 248117171.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11663,20 +11663,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1443.0, - "completions/mean_length": 585.287109375, - "completions/mean_terminated_length": 582.4246826171875, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1172.0, + "completions/max_terminated_length": 1172.0, + "completions/mean_length": 575.365234375, + "completions/mean_terminated_length": 575.365234375, + "completions/min_length": 143.0, + "completions/min_terminated_length": 143.0, "epoch": 0.37340496977837473, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004884809695062555, - "kl": 0.0440673828125, + "grad_norm": 0.0018850938887697785, + "kl": 0.00659942626953125, "learning_rate": 8.249272652833226e-07, - "loss": 0.0004, - "num_tokens": 250236827.0, + "loss": 0.0001, + "num_tokens": 248737774.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11692,25 +11692,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1809.0, - "completions/max_terminated_length": 1809.0, - "completions/mean_length": 554.861328125, - "completions/mean_terminated_length": 554.861328125, - "completions/min_length": 196.0, - "completions/min_terminated_length": 196.0, + "completions/max_length": 1624.0, + "completions/max_terminated_length": 1624.0, + "completions/mean_length": 543.0390625, + "completions/mean_terminated_length": 543.0390625, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.3743004253413924, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004598838734909383, - "kl": 0.0479736328125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07549294657539767, + "kl": 0.0076904296875, "learning_rate": 8.174231559889931e-07, - "loss": 0.0005, - "num_tokens": 250816820.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0014, + "num_tokens": 249311714.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 418 }, { @@ -11720,19 +11720,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1482.0, - "completions/max_terminated_length": 1482.0, - "completions/mean_length": 541.486328125, - "completions/mean_terminated_length": 541.486328125, - "completions/min_length": 194.0, - "completions/min_terminated_length": 194.0, + "completions/max_length": 1836.0, + "completions/max_terminated_length": 1836.0, + "completions/mean_length": 528.9765625, + "completions/mean_terminated_length": 528.9765625, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.37519588090441014, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004336303560681598, - "kl": 0.04498291015625, + "grad_norm": 0.00231041407725594, + "kl": 0.00714111328125, "learning_rate": 8.100001337484787e-07, - "loss": 0.0004, - "num_tokens": 251358157.0, + "loss": 0.0001, + "num_tokens": 249846646.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11747,26 +11747,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1565.0, - "completions/max_terminated_length": 1565.0, - "completions/mean_length": 575.189453125, - "completions/mean_terminated_length": 573.25244140625, - "completions/min_length": 245.0, - "completions/min_terminated_length": 245.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1219.0, + "completions/max_terminated_length": 1219.0, + "completions/mean_length": 559.14453125, + "completions/mean_terminated_length": 559.14453125, + "completions/min_length": 150.0, + "completions/min_terminated_length": 150.0, "epoch": 0.3760913364674278, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04522967734559762, - "kl": 0.05145263671875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0024977967915594834, + "kl": 0.00714874267578125, "learning_rate": 8.026585100169251e-07, - "loss": 0.0003, - "num_tokens": 251974558.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 250454832.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 420 }, { @@ -11776,25 +11776,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1519.0, - "completions/max_terminated_length": 1519.0, - "completions/mean_length": 600.025390625, - "completions/mean_terminated_length": 599.1056518554688, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1959.0, + "completions/mean_length": 621.669921875, + "completions/mean_terminated_length": 618.878662109375, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.3769867920304455, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.14856992304676514, - "kl": 0.12725830078125, + "frac_reward_zero_std": 0.9375, + "grad_norm": 0.06166413332258108, + "kl": 0.0085296630859375, "learning_rate": 7.953985928341601e-07, - "loss": 0.0013, - "num_tokens": 252602715.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.012, + "num_tokens": 251094071.0, + "reward": 0.099609375, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 421 }, { @@ -11804,19 +11804,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1414.0, - "completions/max_terminated_length": 1414.0, - "completions/mean_length": 600.701171875, - "completions/mean_terminated_length": 600.701171875, - "completions/min_length": 153.0, - "completions/min_terminated_length": 153.0, + "completions/max_length": 1575.0, + "completions/max_terminated_length": 1575.0, + "completions/mean_length": 600.337890625, + "completions/mean_terminated_length": 600.337890625, + "completions/min_length": 154.0, + "completions/min_terminated_length": 154.0, "epoch": 0.37788224759346317, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004152663083082165, - "kl": 0.04595947265625, + "grad_norm": 0.0024472020636609228, + "kl": 0.00649261474609375, "learning_rate": 7.882206868117693e-07, - "loss": 0.0005, - "num_tokens": 253209602.0, + "loss": 0.0001, + "num_tokens": 251700772.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11831,26 +11831,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1494.0, - "completions/max_terminated_length": 1494.0, - "completions/mean_length": 585.802734375, - "completions/mean_terminated_length": 585.802734375, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1759.0, + "completions/mean_length": 579.787109375, + "completions/mean_terminated_length": 576.9138793945312, + "completions/min_length": 182.0, + "completions/min_terminated_length": 182.0, "epoch": 0.37877770315648085, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06489189022575756, - "kl": 0.0447998046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0025695653842804063, + "kl": 0.0072021484375, "learning_rate": 7.81125093120313e-07, - "loss": 0.0013, - "num_tokens": 253831053.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 252319143.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 423 }, { @@ -11859,20 +11859,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1164.0, - "completions/max_terminated_length": 1164.0, - "completions/mean_length": 569.109375, - "completions/mean_terminated_length": 568.2015380859375, - "completions/min_length": 256.0, - "completions/min_terminated_length": 256.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1465.0, + "completions/max_terminated_length": 1465.0, + "completions/mean_length": 563.19140625, + "completions/mean_terminated_length": 563.19140625, + "completions/min_length": 251.0, + "completions/min_terminated_length": 251.0, "epoch": 0.3796731587194985, "frac_reward_zero_std": 1.0, - "grad_norm": 0.04129359182029064, - "kl": 0.06884765625, + "grad_norm": 0.0024216522522944213, + "kl": 0.00678253173828125, "learning_rate": 7.741121094766916e-07, - "loss": 0.0007, - "num_tokens": 254448773.0, + "loss": 0.0001, + "num_tokens": 252933833.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11888,19 +11888,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1438.0, - "completions/max_terminated_length": 1438.0, - "completions/mean_length": 552.451171875, - "completions/mean_terminated_length": 552.451171875, - "completions/min_length": 128.0, - "completions/min_terminated_length": 128.0, + "completions/max_length": 1950.0, + "completions/max_terminated_length": 1950.0, + "completions/mean_length": 542.798828125, + "completions/mean_terminated_length": 542.798828125, + "completions/min_length": 151.0, + "completions/min_terminated_length": 151.0, "epoch": 0.3805686142825162, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004063387730342484, - "kl": 0.04522705078125, + "grad_norm": 0.003995445221210926, + "kl": 0.00765228271484375, "learning_rate": 7.671820301316532e-07, - "loss": 0.0005, - "num_tokens": 255008300.0, + "loss": 0.0001, + "num_tokens": 253488418.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11916,25 +11916,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1368.0, - "completions/max_terminated_length": 1368.0, - "completions/mean_length": 570.951171875, - "completions/mean_terminated_length": 570.951171875, - "completions/min_length": 226.0, - "completions/min_terminated_length": 226.0, + "completions/max_length": 1771.0, + "completions/max_terminated_length": 1771.0, + "completions/mean_length": 558.029296875, + "completions/mean_terminated_length": 558.029296875, + "completions/min_length": 230.0, + "completions/min_terminated_length": 230.0, "epoch": 0.38146406984553394, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05431180203096875, - "kl": 0.04412841796875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0030221782126988606, + "kl": 0.00658416748046875, "learning_rate": 7.603351458574474e-07, - "loss": -0.0001, - "num_tokens": 255591923.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 254065425.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 426 }, { @@ -11943,26 +11943,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1706.0, - "completions/max_terminated_length": 1706.0, - "completions/mean_length": 592.3515625, - "completions/mean_terminated_length": 592.3515625, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/clipped_ratio": -6.953125, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1650.0, + "completions/mean_length": 569.091796875, + "completions/mean_terminated_length": 561.3104248046875, + "completions/min_length": 177.0, + "completions/min_terminated_length": 177.0, "epoch": 0.3823595254085516, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.021289388295280785, - "kl": 0.051513671875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.08739034946246164, + "kl": 0.0099334716796875, "learning_rate": 7.535717439356255e-07, - "loss": 0.0005, - "num_tokens": 256274487.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.012, + "num_tokens": 254736080.0, + "reward": 0.099609375, + "reward_std": 0.0010673906654119492, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.99609375, + "rewards/format_reward/std": 0.06243881583213806, "step": 427 }, { @@ -11971,20 +11971,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1369.0, - "completions/max_terminated_length": 1369.0, - "completions/mean_length": 569.8515625, - "completions/mean_terminated_length": 569.1956787109375, - "completions/min_length": 190.0, - "completions/min_terminated_length": 190.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1306.0, + "completions/max_terminated_length": 1306.0, + "completions/mean_length": 532.998046875, + "completions/mean_terminated_length": 532.998046875, + "completions/min_length": 118.0, + "completions/min_terminated_length": 118.0, "epoch": 0.3832549809715693, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0046493196129765504, - "kl": 0.047119140625, + "grad_norm": 0.0032836914118878156, + "kl": 0.00711822509765625, "learning_rate": 7.46892108144986e-07, - "loss": 0.0005, - "num_tokens": 256854235.0, + "loss": 0.0001, + "num_tokens": 255296959.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -11999,26 +11999,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1685.0, - "completions/max_terminated_length": 1685.0, - "completions/mean_length": 594.58203125, - "completions/mean_terminated_length": 592.876708984375, - "completions/min_length": 216.0, - "completions/min_terminated_length": 216.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1549.0, + "completions/max_terminated_length": 1549.0, + "completions/mean_length": 565.09765625, + "completions/mean_terminated_length": 565.09765625, + "completions/min_length": 205.0, + "completions/min_terminated_length": 205.0, "epoch": 0.38415043653458697, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.030024377459490645, - "kl": 0.06475830078125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.028838282068600722, + "kl": 0.0084075927734375, "learning_rate": 7.402965187496697e-07, - "loss": 0.0006, - "num_tokens": 257477957.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": -0.0028, + "num_tokens": 255905585.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 429 }, { @@ -12029,24 +12029,24 @@ "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.96875, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1847.0, - "completions/mean_length": 612.123046875, - "completions/mean_terminated_length": 607.6902465820312, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/max_terminated_length": 1784.0, + "completions/mean_length": 580.353515625, + "completions/mean_terminated_length": 574.5980834960938, + "completions/min_length": 187.0, + "completions/min_terminated_length": 187.0, "epoch": 0.38504589209760465, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.059584893596399784, - "kl": 0.0477294921875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0027135705194481804, + "kl": 0.006805419921875, "learning_rate": 7.337852524873974e-07, - "loss": 0.0081, - "num_tokens": 258102660.0, - "reward": 0.099609375, - "reward_std": 0.0010673906654119492, + "loss": 0.0001, + "num_tokens": 256514022.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 430 }, { @@ -12055,20 +12055,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1323.0, - "completions/max_terminated_length": 1323.0, - "completions/mean_length": 572.529296875, - "completions/mean_terminated_length": 572.529296875, - "completions/min_length": 184.0, - "completions/min_terminated_length": 184.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1552.0, + "completions/mean_length": 555.763671875, + "completions/mean_terminated_length": 552.8434448242188, + "completions/min_length": 138.0, + "completions/min_terminated_length": 138.0, "epoch": 0.3859413476606223, "frac_reward_zero_std": 1.0, - "grad_norm": 0.003820837122162048, - "kl": 0.04449462890625, + "grad_norm": 0.0035836046428584386, + "kl": 0.00743865966796875, "learning_rate": 7.273585825578608e-07, - "loss": 0.0004, - "num_tokens": 258666979.0, + "loss": 0.0001, + "num_tokens": 257069757.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12083,20 +12083,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1434.0, - "completions/max_terminated_length": 1434.0, - "completions/mean_length": 601.86328125, - "completions/mean_terminated_length": 600.2348022460938, - "completions/min_length": 209.0, - "completions/min_terminated_length": 209.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1635.0, + "completions/max_terminated_length": 1635.0, + "completions/mean_length": 585.365234375, + "completions/mean_terminated_length": 585.365234375, + "completions/min_length": 185.0, + "completions/min_terminated_length": 185.0, "epoch": 0.38683680322364, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005050065975834865, - "kl": 0.050537109375, + "grad_norm": 0.0026310922549361436, + "kl": 0.00643157958984375, "learning_rate": 7.21016778611259e-07, - "loss": 0.0005, - "num_tokens": 259286461.0, + "loss": 0.0001, + "num_tokens": 257680792.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12112,19 +12112,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1626.0, - "completions/max_terminated_length": 1626.0, - "completions/mean_length": 583.451171875, - "completions/mean_terminated_length": 583.451171875, - "completions/min_length": 171.0, - "completions/min_terminated_length": 171.0, + "completions/max_length": 1261.0, + "completions/max_terminated_length": 1261.0, + "completions/mean_length": 557.9375, + "completions/mean_terminated_length": 557.9375, + "completions/min_length": 185.0, + "completions/min_terminated_length": 185.0, "epoch": 0.38773225878665774, "frac_reward_zero_std": 1.0, - "grad_norm": 0.003638010107531803, - "kl": 0.0433349609375, + "grad_norm": 0.00411242161557962, + "kl": 0.00650787353515625, "learning_rate": 7.147601067369835e-07, - "loss": 0.0004, - "num_tokens": 259884068.0, + "loss": 0.0001, + "num_tokens": 258265336.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12139,20 +12139,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1436.0, - "completions/max_terminated_length": 1436.0, - "completions/mean_length": 620.447265625, - "completions/mean_terminated_length": 618.9706420898438, - "completions/min_length": 242.0, - "completions/min_terminated_length": 242.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1468.0, + "completions/max_terminated_length": 1468.0, + "completions/mean_length": 583.52734375, + "completions/mean_terminated_length": 583.52734375, + "completions/min_length": 197.0, + "completions/min_terminated_length": 197.0, "epoch": 0.3886277143496754, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0049178729245381745, - "kl": 0.04931640625, + "grad_norm": 0.0026550287253777143, + "kl": 0.00661468505859375, "learning_rate": 7.085888294524561e-07, - "loss": 0.0005, - "num_tokens": 260508361.0, + "loss": 0.0001, + "num_tokens": 258870726.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12168,19 +12168,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1796.0, - "completions/max_terminated_length": 1796.0, - "completions/mean_length": 614.025390625, - "completions/mean_terminated_length": 614.025390625, - "completions/min_length": 170.0, - "completions/min_terminated_length": 170.0, + "completions/max_length": 1904.0, + "completions/max_terminated_length": 1904.0, + "completions/mean_length": 593.146484375, + "completions/mean_terminated_length": 593.146484375, + "completions/min_length": 198.0, + "completions/min_terminated_length": 198.0, "epoch": 0.3895231699126931, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0053380131336369435, - "kl": 0.04571533203125, + "grad_norm": 0.005815059007833509, + "kl": 0.00765228271484375, "learning_rate": 7.025032056921117e-07, - "loss": 0.0005, - "num_tokens": 261127078.0, + "loss": 0.0001, + "num_tokens": 259478753.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12195,20 +12195,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1784.0, - "completions/max_terminated_length": 1784.0, - "completions/mean_length": 594.244140625, - "completions/mean_terminated_length": 594.244140625, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1576.0, + "completions/max_terminated_length": 1576.0, + "completions/mean_length": 570.83203125, + "completions/mean_terminated_length": 569.1976318359375, + "completions/min_length": 149.0, + "completions/min_terminated_length": 149.0, "epoch": 0.39041862547571077, "frac_reward_zero_std": 1.0, - "grad_norm": 0.003692024494965669, - "kl": 0.0433349609375, + "grad_norm": 0.7255448560508342, + "kl": 0.04613494873046875, "learning_rate": 6.965034907965349e-07, - "loss": 0.0004, - "num_tokens": 261753283.0, + "loss": 0.0005, + "num_tokens": 260092971.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12223,20 +12223,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1207.0, - "completions/max_terminated_length": 1207.0, - "completions/mean_length": 555.828125, - "completions/mean_terminated_length": 554.5538330078125, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1158.0, + "completions/max_terminated_length": 1158.0, + "completions/mean_length": 552.009765625, + "completions/mean_terminated_length": 552.009765625, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.39131408103872845, "frac_reward_zero_std": 1.0, - "grad_norm": 0.09019199102303466, - "kl": 0.09649658203125, + "grad_norm": 0.0030963488401591077, + "kl": 0.00754547119140625, "learning_rate": 6.905899365017462e-07, - "loss": 0.001, - "num_tokens": 262324347.0, + "loss": 0.0001, + "num_tokens": 260662080.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12251,26 +12251,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1715.0, - "completions/max_terminated_length": 1433.0, - "completions/mean_length": 584.7890625, - "completions/mean_terminated_length": 581.9176635742188, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1591.0, + "completions/max_terminated_length": 1591.0, + "completions/mean_length": 578.076171875, + "completions/mean_terminated_length": 576.890380859375, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.3922095366017461, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07482831067859354, - "kl": 0.05682373046875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.02801037982963157, + "kl": 0.0189666748046875, "learning_rate": 6.847627909286409e-07, - "loss": 0.009, - "num_tokens": 262965391.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0002, + "num_tokens": 261299687.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 438 }, { @@ -12280,19 +12280,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1697.0, - "completions/max_terminated_length": 1697.0, - "completions/mean_length": 603.103515625, - "completions/mean_terminated_length": 603.103515625, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/max_length": 1346.0, + "completions/max_terminated_length": 1346.0, + "completions/mean_length": 577.248046875, + "completions/mean_terminated_length": 577.248046875, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.3931049921647638, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0036304390520191508, - "kl": 0.04461669921875, + "grad_norm": 0.0026557993041991315, + "kl": 0.00693511962890625, "learning_rate": 6.790222985725761e-07, - "loss": 0.0004, - "num_tokens": 263574116.0, + "loss": 0.0001, + "num_tokens": 261895174.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12307,20 +12307,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.71875, - "completions/max_length": 1304.0, - "completions/max_terminated_length": 1304.0, - "completions/mean_length": 592.533203125, - "completions/mean_terminated_length": 567.8157958984375, - "completions/min_length": 185.0, - "completions/min_terminated_length": 185.0, + "completions/clipped_ratio": -6.75, + "completions/max_length": 1197.0, + "completions/max_terminated_length": 1197.0, + "completions/mean_length": 576.236328125, + "completions/mean_terminated_length": 556.211669921875, + "completions/min_length": 186.0, + "completions/min_terminated_length": 186.0, "epoch": 0.39400044772778153, "frac_reward_zero_std": 1.0, - "grad_norm": 1.19342053013638, - "kl": 0.71484375, + "grad_norm": 15.334091278669593, + "kl": 0.416748046875, "learning_rate": 6.733687002931141e-07, - "loss": 0.0072, - "num_tokens": 264180917.0, + "loss": 0.0042, + "num_tokens": 262493631.0, "reward": 0.09687499701976776, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12335,26 +12335,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1393.0, - "completions/max_terminated_length": 1393.0, - "completions/mean_length": 589.984375, - "completions/mean_terminated_length": 588.74169921875, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1230.0, + "completions/max_terminated_length": 1230.0, + "completions/mean_length": 571.33203125, + "completions/mean_terminated_length": 571.33203125, + "completions/min_length": 167.0, + "completions/min_terminated_length": 167.0, "epoch": 0.3948959032907992, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07111130745860231, - "kl": 0.04693603515625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002444742961490628, + "kl": 0.00711822509765625, "learning_rate": 6.678022333039158e-07, - "loss": 0.0022, - "num_tokens": 264768493.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 263071657.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 441 }, { @@ -12363,26 +12363,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1582.0, - "completions/max_terminated_length": 1582.0, - "completions/mean_length": 626.0546875, - "completions/mean_terminated_length": 626.0546875, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1682.0, + "completions/mean_length": 620.861328125, + "completions/mean_terminated_length": 616.933349609375, + "completions/min_length": 178.0, + "completions/min_terminated_length": 178.0, "epoch": 0.3957913588538169, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.0522103422216749, - "kl": 0.0443115234375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.011201392862572901, + "kl": 0.014007568359375, "learning_rate": 6.623231311627876e-07, - "loss": 0.0023, - "num_tokens": 265408825.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 263709330.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 442 }, { @@ -12392,25 +12392,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1747.0, - "completions/max_terminated_length": 1747.0, - "completions/mean_length": 606.671875, - "completions/mean_terminated_length": 606.671875, - "completions/min_length": 190.0, - "completions/min_terminated_length": 190.0, + "completions/max_length": 1731.0, + "completions/max_terminated_length": 1731.0, + "completions/mean_length": 610.037109375, + "completions/mean_terminated_length": 610.037109375, + "completions/min_length": 147.0, + "completions/min_terminated_length": 147.0, "epoch": 0.39668681441683457, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04443605509556234, - "kl": 0.044677734375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0021737767712625513, + "kl": 0.0066070556640625, "learning_rate": 6.569316237618811e-07, - "loss": 0.0006, - "num_tokens": 266008289.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 264310517.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 443 }, { @@ -12419,26 +12419,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1765.0, - "completions/mean_length": 629.169921875, - "completions/mean_terminated_length": 626.3933715820312, - "completions/min_length": 230.0, - "completions/min_terminated_length": 230.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1484.0, + "completions/max_terminated_length": 1484.0, + "completions/mean_length": 605.30078125, + "completions/mean_terminated_length": 605.30078125, + "completions/min_length": 214.0, + "completions/min_terminated_length": 214.0, "epoch": 0.39758226997985224, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.079977521203583, - "kl": 0.048095703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.003722959764073968, + "kl": 0.00848388671875, "learning_rate": 6.516279373180499e-07, - "loss": 0.0147, - "num_tokens": 266666344.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 264956351.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 444 }, { @@ -12448,19 +12448,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1862.0, - "completions/max_terminated_length": 1862.0, - "completions/mean_length": 570.20703125, - "completions/mean_terminated_length": 570.20703125, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/max_length": 1252.0, + "completions/max_terminated_length": 1252.0, + "completions/mean_length": 549.498046875, + "completions/mean_terminated_length": 549.498046875, + "completions/min_length": 162.0, + "completions/min_terminated_length": 162.0, "epoch": 0.3984777255428699, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00374445862358689, - "kl": 0.04571533203125, + "grad_norm": 0.00215060811327745, + "kl": 0.0074615478515625, "learning_rate": 6.464122943633543e-07, - "loss": 0.0005, - "num_tokens": 267287378.0, + "loss": 0.0001, + "num_tokens": 265566782.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12475,20 +12475,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1577.0, - "completions/max_terminated_length": 1577.0, - "completions/mean_length": 603.232421875, - "completions/mean_terminated_length": 603.232421875, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1516.0, + "completions/max_terminated_length": 1516.0, + "completions/mean_length": 594.345703125, + "completions/mean_terminated_length": 594.345703125, + "completions/min_length": 181.0, + "completions/min_terminated_length": 181.0, "epoch": 0.3993731811058876, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004544902573679008, - "kl": 0.0443115234375, + "grad_norm": 0.001984884141250643, + "kl": 0.00677490234375, "learning_rate": 6.412849137357271e-07, - "loss": 0.0004, - "num_tokens": 267914873.0, + "loss": 0.0001, + "num_tokens": 266189727.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12503,20 +12503,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1172.0, - "completions/max_terminated_length": 1172.0, - "completions/mean_length": 569.06640625, - "completions/mean_terminated_length": 569.06640625, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1500.0, + "completions/max_terminated_length": 1500.0, + "completions/mean_length": 560.974609375, + "completions/mean_terminated_length": 559.136962890625, + "completions/min_length": 171.0, + "completions/min_terminated_length": 171.0, "epoch": 0.40026863666890533, "frac_reward_zero_std": 1.0, - "grad_norm": 0.006639340072597727, - "kl": 0.045654296875, + "grad_norm": 0.012607005481500596, + "kl": 0.0207061767578125, "learning_rate": 6.3624601056979e-07, - "loss": 0.0005, - "num_tokens": 268518443.0, + "loss": 0.0002, + "num_tokens": 266789154.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12531,26 +12531,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1834.0, - "completions/max_terminated_length": 1834.0, - "completions/mean_length": 592.236328125, - "completions/mean_terminated_length": 592.236328125, - "completions/min_length": 228.0, - "completions/min_terminated_length": 228.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1827.0, + "completions/max_terminated_length": 1827.0, + "completions/mean_length": 601.62890625, + "completions/mean_terminated_length": 600.0332641601562, + "completions/min_length": 242.0, + "completions/min_terminated_length": 242.0, "epoch": 0.401164092231923, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.0037418093289070475, - "kl": 0.04522705078125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 7.872691267196718, + "kl": 0.02170562744140625, "learning_rate": 6.312957962878278e-07, - "loss": 0.0005, - "num_tokens": 269094420.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0116, + "num_tokens": 267369940.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 448 }, { @@ -12560,19 +12560,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1501.0, - "completions/max_terminated_length": 1501.0, - "completions/mean_length": 577.109375, - "completions/mean_terminated_length": 577.109375, - "completions/min_length": 171.0, - "completions/min_terminated_length": 171.0, + "completions/max_length": 1537.0, + "completions/max_terminated_length": 1537.0, + "completions/mean_length": 577.041015625, + "completions/mean_terminated_length": 577.041015625, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.4020595477949407, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004226852697815755, - "kl": 0.043701171875, + "grad_norm": 0.0026289677378162537, + "kl": 0.007049560546875, "learning_rate": 6.264344785909181e-07, - "loss": 0.0004, - "num_tokens": 269683676.0, + "loss": 0.0001, + "num_tokens": 267959161.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12587,20 +12587,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1750.0, - "completions/max_terminated_length": 1750.0, - "completions/mean_length": 608.45703125, - "completions/mean_terminated_length": 606.75927734375, - "completions/min_length": 191.0, - "completions/min_terminated_length": 191.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 2023.0, + "completions/max_terminated_length": 2023.0, + "completions/mean_length": 628.451171875, + "completions/mean_terminated_length": 628.451171875, + "completions/min_length": 245.0, + "completions/min_terminated_length": 245.0, "epoch": 0.40295500335795836, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004989757138908895, - "kl": 0.04827880859375, + "grad_norm": 0.0020281249287714726, + "kl": 0.0069122314453125, "learning_rate": 6.216622614502149e-07, - "loss": 0.0005, - "num_tokens": 270333542.0, + "loss": 0.0001, + "num_tokens": 268619264.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12615,20 +12615,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1637.0, - "completions/max_terminated_length": 1637.0, - "completions/mean_length": 630.955078125, - "completions/mean_terminated_length": 628.9862670898438, - "completions/min_length": 195.0, - "completions/min_terminated_length": 195.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1761.0, + "completions/max_terminated_length": 1761.0, + "completions/mean_length": 631.857421875, + "completions/mean_terminated_length": 631.857421875, + "completions/min_length": 212.0, + "completions/min_terminated_length": 212.0, "epoch": 0.40385045892097604, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0045917782708162535, - "kl": 0.05010986328125, + "grad_norm": 0.0019557582531050284, + "kl": 0.006744384765625, "learning_rate": 6.169793450983916e-07, - "loss": 0.0005, - "num_tokens": 270970975.0, + "loss": 0.0001, + "num_tokens": 269257159.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12644,25 +12644,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1564.0, - "completions/max_terminated_length": 1564.0, - "completions/mean_length": 619.875, - "completions/mean_terminated_length": 618.6692504882812, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1748.0, + "completions/mean_length": 632.13671875, + "completions/mean_terminated_length": 629.365966796875, + "completions/min_length": 238.0, + "completions/min_terminated_length": 238.0, "epoch": 0.4047459144839937, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004445821112373912, - "kl": 0.04986572265625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07942781207559449, + "kl": 0.0071868896484375, "learning_rate": 6.123859260212393e-07, - "loss": 0.0005, - "num_tokens": 271632015.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0115, + "num_tokens": 269924477.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 452 }, { @@ -12672,19 +12672,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1271.0, - "completions/max_terminated_length": 1271.0, - "completions/mean_length": 571.25, - "completions/mean_terminated_length": 571.25, - "completions/min_length": 207.0, - "completions/min_terminated_length": 207.0, + "completions/max_length": 1287.0, + "completions/max_terminated_length": 1287.0, + "completions/mean_length": 553.845703125, + "completions/mean_terminated_length": 553.845703125, + "completions/min_length": 180.0, + "completions/min_terminated_length": 180.0, "epoch": 0.4056413700470114, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0035904161477165997, - "kl": 0.045654296875, + "grad_norm": 0.002260666693581993, + "kl": 0.00655364990234375, "learning_rate": 6.07882196949423e-07, - "loss": 0.0005, - "num_tokens": 272225167.0, + "loss": 0.0001, + "num_tokens": 270508718.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12700,25 +12700,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1623.0, - "completions/max_terminated_length": 1623.0, - "completions/mean_length": 607.998046875, - "completions/mean_terminated_length": 607.998046875, - "completions/min_length": 202.0, - "completions/min_terminated_length": 202.0, + "completions/max_length": 1669.0, + "completions/max_terminated_length": 1669.0, + "completions/mean_length": 605.912109375, + "completions/mean_terminated_length": 605.912109375, + "completions/min_length": 204.0, + "completions/min_terminated_length": 204.0, "epoch": 0.40653682561002913, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.047268762318116685, - "kl": 0.043701171875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002447637498558581, + "kl": 0.00658416748046875, "learning_rate": 6.034683468503948e-07, - "loss": -0.0001, - "num_tokens": 272816494.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 271098977.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 454 }, { @@ -12727,22 +12727,22 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.75, - "completions/max_length": 1386.0, - "completions/max_terminated_length": 1386.0, - "completions/mean_length": 616.38671875, - "completions/mean_terminated_length": 591.7217407226562, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/clipped_ratio": -6.734375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1368.0, + "completions/mean_length": 615.451171875, + "completions/mean_terminated_length": 592.5556030273438, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.4074322811730468, - "frac_reward_zero_std": 1.0, - "grad_norm": 1.0018677373618705, - "kl": 0.2841796875, + "frac_reward_zero_std": 0.9375, + "grad_norm": 2.4369472254890088, + "kl": 0.1077880859375, "learning_rate": 5.991445609204641e-07, - "loss": 0.0028, - "num_tokens": 273475268.0, + "loss": 0.022, + "num_tokens": 271757272.0, "reward": 0.09687499701976776, - "reward_std": 0.0, + "reward_std": 0.0015625000232830644, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, "rewards/format_reward/mean": 0.96875, @@ -12756,19 +12756,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1678.0, - "completions/max_terminated_length": 1678.0, - "completions/mean_length": 574.8203125, - "completions/mean_terminated_length": 573.5812377929688, - "completions/min_length": 214.0, - "completions/min_terminated_length": 214.0, + "completions/max_length": 1747.0, + "completions/max_terminated_length": 1747.0, + "completions/mean_length": 581.82421875, + "completions/mean_terminated_length": 579.5440063476562, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.4083277367360645, "frac_reward_zero_std": 1.0, - "grad_norm": 0.005519132621378801, - "kl": 0.05157470703125, + "grad_norm": 0.08771054633359765, + "kl": 0.0449371337890625, "learning_rate": 5.949110205770292e-07, - "loss": 0.0005, - "num_tokens": 274102872.0, + "loss": 0.0004, + "num_tokens": 272388462.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12783,20 +12783,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1485.0, - "completions/max_terminated_length": 1485.0, - "completions/mean_length": 590.720703125, - "completions/mean_terminated_length": 588.6372680664062, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1665.0, + "completions/max_terminated_length": 1665.0, + "completions/mean_length": 602.40625, + "completions/mean_terminated_length": 602.40625, + "completions/min_length": 188.0, + "completions/min_terminated_length": 188.0, "epoch": 0.40922319229908216, "frac_reward_zero_std": 1.0, - "grad_norm": 0.00569307441138671, - "kl": 0.05108642578125, + "grad_norm": 0.004411391036507665, + "kl": 0.00644683837890625, "learning_rate": 5.90767903450964e-07, - "loss": 0.0005, - "num_tokens": 274712729.0, + "loss": 0.0001, + "num_tokens": 273004302.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -12811,26 +12811,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1336.0, - "completions/max_terminated_length": 1336.0, - "completions/mean_length": 597.15234375, - "completions/mean_terminated_length": 593.3929443359375, - "completions/min_length": 205.0, - "completions/min_terminated_length": 205.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1573.0, + "completions/mean_length": 608.103515625, + "completions/mean_terminated_length": 605.2857055664062, + "completions/min_length": 234.0, + "completions/min_terminated_length": 234.0, "epoch": 0.41011864786209984, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1.6059039024411552, - "kl": 0.0643310546875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0017929355017531458, + "kl": 0.00606536865234375, "learning_rate": 5.867153833791652e-07, - "loss": 0.0072, - "num_tokens": 275301255.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 273598435.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 458 }, { @@ -12839,26 +12839,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1331.0, - "completions/max_terminated_length": 1331.0, - "completions/mean_length": 591.708984375, - "completions/mean_terminated_length": 591.708984375, - "completions/min_length": 155.0, - "completions/min_terminated_length": 155.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1965.0, + "completions/mean_length": 606.548828125, + "completions/mean_terminated_length": 601.058837890625, + "completions/min_length": 135.0, + "completions/min_terminated_length": 135.0, "epoch": 0.4110141034251175, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.003911482325395383, - "kl": 0.04339599609375, + "frac_reward_zero_std": 0.96875, + "grad_norm": 202.70294884152713, + "kl": 47.255271911621094, "learning_rate": 5.827536303972587e-07, - "loss": 0.0004, - "num_tokens": 275874290.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.4874, + "num_tokens": 274179068.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 459 }, { @@ -12867,26 +12867,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1864.0, - "completions/max_terminated_length": 1864.0, - "completions/mean_length": 587.716796875, - "completions/mean_terminated_length": 586.3072509765625, - "completions/min_length": 168.0, - "completions/min_terminated_length": 168.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1687.0, + "completions/max_terminated_length": 1687.0, + "completions/mean_length": 597.40625, + "completions/mean_terminated_length": 597.40625, + "completions/min_length": 185.0, + "completions/min_terminated_length": 185.0, "epoch": 0.4119095589881352, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.05776806822294325, - "kl": 0.0504150390625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.001968268256640002, + "kl": 0.007049560546875, "learning_rate": 5.78882810732465e-07, - "loss": -0.0014, - "num_tokens": 276456769.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 274766508.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 460 }, { @@ -12895,26 +12895,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1766.0, - "completions/mean_length": 578.732421875, - "completions/mean_terminated_length": 575.305908203125, - "completions/min_length": 180.0, - "completions/min_terminated_length": 180.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1438.0, + "completions/max_terminated_length": 1438.0, + "completions/mean_length": 565.31640625, + "completions/mean_terminated_length": 565.31640625, + "completions/min_length": 183.0, + "completions/min_terminated_length": 183.0, "epoch": 0.4128050145511529, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07438159135182086, - "kl": 0.0528564453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.001874408283947134, + "kl": 0.00655364990234375, "learning_rate": 5.75103086796625e-07, - "loss": 0.0161, - "num_tokens": 277074408.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 275377278.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 461 }, { @@ -12923,26 +12923,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1618.0, - "completions/max_terminated_length": 1618.0, - "completions/mean_length": 642.39453125, - "completions/mean_terminated_length": 640.9647827148438, - "completions/min_length": 280.0, - "completions/min_terminated_length": 280.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1562.0, + "completions/max_terminated_length": 1562.0, + "completions/mean_length": 656.626953125, + "completions/mean_terminated_length": 656.626953125, + "completions/min_length": 233.0, + "completions/min_terminated_length": 233.0, "epoch": 0.4137004701141706, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06372747249738105, - "kl": 0.05255126953125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0018452101093293508, + "kl": 0.00627899169921875, "learning_rate": 5.714146171793846e-07, - "loss": 0.0026, - "num_tokens": 277747186.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 276057343.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 462 }, { @@ -12952,25 +12952,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1767.0, - "completions/max_terminated_length": 1767.0, - "completions/mean_length": 682.73828125, - "completions/mean_terminated_length": 681.872802734375, - "completions/min_length": 210.0, - "completions/min_terminated_length": 210.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1889.0, + "completions/mean_length": 695.85546875, + "completions/mean_terminated_length": 693.2094116210938, + "completions/min_length": 231.0, + "completions/min_terminated_length": 231.0, "epoch": 0.4145959256771883, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004279885734629871, - "kl": 0.05035400390625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.0656524479101266, + "kl": 0.00646209716796875, "learning_rate": 5.678175566415422e-07, - "loss": 0.0005, - "num_tokens": 278462364.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0074, + "num_tokens": 276779237.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 463 }, { @@ -12979,20 +12979,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1377.0, - "completions/max_terminated_length": 1377.0, - "completions/mean_length": 605.052734375, - "completions/mean_terminated_length": 603.4569091796875, - "completions/min_length": 189.0, - "completions/min_terminated_length": 189.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1756.0, + "completions/max_terminated_length": 1756.0, + "completions/mean_length": 615.26953125, + "completions/mean_terminated_length": 615.26953125, + "completions/min_length": 215.0, + "completions/min_terminated_length": 215.0, "epoch": 0.41549138124020596, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004562879684523193, - "kl": 0.0518798828125, + "grad_norm": 0.002116149555581525, + "kl": 0.00698089599609375, "learning_rate": 5.643120561085528e-07, - "loss": 0.0005, - "num_tokens": 279099863.0, + "loss": 0.0001, + "num_tokens": 277421967.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13007,26 +13007,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1470.0, - "completions/max_terminated_length": 1470.0, - "completions/mean_length": 597.873046875, - "completions/mean_terminated_length": 595.24169921875, - "completions/min_length": 179.0, - "completions/min_terminated_length": 179.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1530.0, + "completions/max_terminated_length": 1530.0, + "completions/mean_length": 616.572265625, + "completions/mean_terminated_length": 615.7123413085938, + "completions/min_length": 213.0, + "completions/min_terminated_length": 213.0, "epoch": 0.41638683680322364, - "frac_reward_zero_std": 0.96875, - "grad_norm": 1.532391883408515, - "kl": 0.059814453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 12.454797402118519, + "kl": 0.9109954833984375, "learning_rate": 5.608982626641991e-07, "loss": 0.0091, - "num_tokens": 279734294.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "num_tokens": 278065972.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 465 }, { @@ -13035,20 +13035,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1271.0, - "completions/max_terminated_length": 1271.0, - "completions/mean_length": 556.6953125, - "completions/mean_terminated_length": 556.0665283203125, - "completions/min_length": 135.0, - "completions/min_terminated_length": 135.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1607.0, + "completions/max_terminated_length": 1607.0, + "completions/mean_length": 584.4609375, + "completions/mean_terminated_length": 584.4609375, + "completions/min_length": 113.0, + "completions/min_terminated_length": 113.0, "epoch": 0.4172822923662413, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004546148613238247, - "kl": 0.04937744140625, + "grad_norm": 0.0022458003083646212, + "kl": 0.00685882568359375, "learning_rate": 5.575763195444166e-07, - "loss": 0.0005, - "num_tokens": 280266922.0, + "loss": 0.0001, + "num_tokens": 278612816.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13064,19 +13064,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1401.0, - "completions/max_terminated_length": 1401.0, - "completions/mean_length": 585.609375, - "completions/mean_terminated_length": 584.6829833984375, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1844.0, + "completions/mean_length": 608.923828125, + "completions/mean_terminated_length": 606.1076049804688, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.418177747929259, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009347005608886688, - "kl": 0.05615234375, + "grad_norm": 0.006077576169920933, + "kl": 0.0076141357421875, "learning_rate": 5.543463661312847e-07, - "loss": 0.0006, - "num_tokens": 280885298.0, + "loss": 0.0001, + "num_tokens": 279243129.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13091,26 +13091,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1803.0, - "completions/mean_length": 650.8828125, - "completions/mean_terminated_length": 645.8843383789062, - "completions/min_length": 211.0, - "completions/min_terminated_length": 211.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1712.0, + "completions/max_terminated_length": 1712.0, + "completions/mean_length": 655.77734375, + "completions/mean_terminated_length": 655.77734375, + "completions/min_length": 201.0, + "completions/min_terminated_length": 201.0, "epoch": 0.41907320349227667, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.044976200251507704, - "kl": 0.0523681640625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.00508351729525104, + "kl": 0.00701141357421875, "learning_rate": 5.512085379471808e-07, - "loss": 0.0119, - "num_tokens": 281563062.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 279923399.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 468 }, { @@ -13119,26 +13119,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1638.0, - "completions/max_terminated_length": 1638.0, - "completions/mean_length": 569.3828125, - "completions/mean_terminated_length": 565.9019775390625, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1716.0, + "completions/mean_length": 567.76171875, + "completions/mean_terminated_length": 564.864990234375, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.4199686590552944, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.060898844246720894, - "kl": 0.06231689453125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0019400963630317191, + "kl": 0.00716400146484375, "learning_rate": 5.481629666490903e-07, - "loss": -0.0039, - "num_tokens": 282165226.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 280524733.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 469 }, { @@ -13147,26 +13147,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1286.0, - "completions/max_terminated_length": 1286.0, - "completions/mean_length": 584.701171875, - "completions/mean_terminated_length": 584.701171875, - "completions/min_length": 204.0, - "completions/min_terminated_length": 204.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1541.0, + "completions/mean_length": 628.064453125, + "completions/mean_terminated_length": 622.49609375, + "completions/min_length": 228.0, + "completions/min_terminated_length": 228.0, "epoch": 0.4208641146183121, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.003834240543409795, - "kl": 0.04595947265625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07028124365023734, + "kl": 0.00714874267578125, "learning_rate": 5.452097800230853e-07, - "loss": 0.0005, - "num_tokens": 282778881.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0077, + "num_tokens": 281160590.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 470 }, { @@ -13176,19 +13176,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1541.0, - "completions/max_terminated_length": 1541.0, - "completions/mean_length": 611.36328125, - "completions/mean_terminated_length": 611.36328125, - "completions/min_length": 186.0, - "completions/min_terminated_length": 186.0, + "completions/max_length": 1393.0, + "completions/max_terminated_length": 1393.0, + "completions/mean_length": 614.638671875, + "completions/mean_terminated_length": 614.638671875, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.42175957018132976, "frac_reward_zero_std": 1.0, - "grad_norm": 0.003375383832642503, - "kl": 0.043701171875, + "grad_norm": 0.002522479085201929, + "kl": 0.00661468505859375, "learning_rate": 5.423491019789623e-07, - "loss": 0.0004, - "num_tokens": 283407803.0, + "loss": 0.0001, + "num_tokens": 281791189.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13203,20 +13203,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1437.0, - "completions/max_terminated_length": 1437.0, - "completions/mean_length": 588.123046875, - "completions/mean_terminated_length": 588.123046875, - "completions/min_length": 228.0, - "completions/min_terminated_length": 228.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1525.0, + "completions/mean_length": 595.560546875, + "completions/mean_terminated_length": 592.7182006835938, + "completions/min_length": 196.0, + "completions/min_terminated_length": 196.0, "epoch": 0.42265502574434743, "frac_reward_zero_std": 1.0, - "grad_norm": 0.007763949257554806, - "kl": 0.04583740234375, + "grad_norm": 0.002388905997514264, + "kl": 0.00653076171875, "learning_rate": 5.395810525450425e-07, - "loss": 0.0005, - "num_tokens": 284015322.0, + "loss": 0.0001, + "num_tokens": 282402516.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13231,26 +13231,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1981.0, - "completions/max_terminated_length": 1981.0, - "completions/mean_length": 589.7265625, - "completions/mean_terminated_length": 588.6594848632812, - "completions/min_length": 135.0, - "completions/min_terminated_length": 135.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1697.0, + "completions/max_terminated_length": 1697.0, + "completions/mean_length": 606.19921875, + "completions/mean_terminated_length": 606.19921875, + "completions/min_length": 245.0, + "completions/min_terminated_length": 245.0, "epoch": 0.4235504813073651, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06245932963948891, - "kl": 0.0523681640625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002615205230137125, + "kl": 0.00702667236328125, "learning_rate": 5.369057478631359e-07, - "loss": 0.003, - "num_tokens": 284655150.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 283050778.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 473 }, { @@ -13259,26 +13259,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.90625, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1275.0, - "completions/mean_length": 588.333984375, - "completions/mean_terminated_length": 573.5711669921875, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1604.0, + "completions/max_terminated_length": 1604.0, + "completions/mean_length": 594.029296875, + "completions/mean_terminated_length": 594.029296875, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.4244459368703828, - "frac_reward_zero_std": 0.9375, - "grad_norm": 1.393684754940159, - "kl": 0.079345703125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002635326102091178, + "kl": 0.00766754150390625, "learning_rate": 5.343233001836694e-07, - "loss": 0.0239, - "num_tokens": 285277209.0, - "reward": 0.09902343899011612, - "reward_std": 0.0021787926089018583, + "loss": 0.0001, + "num_tokens": 283675753.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.990234375, - "rewards/format_reward/std": 0.09843364357948303, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 474 }, { @@ -13287,26 +13287,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1996.0, - "completions/max_terminated_length": 1996.0, - "completions/mean_length": 620.279296875, - "completions/mean_terminated_length": 616.6882934570312, - "completions/min_length": 178.0, - "completions/min_terminated_length": 178.0, + "completions/clipped_ratio": -6.921875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1640.0, + "completions/mean_length": 635.048828125, + "completions/mean_terminated_length": 625.1538696289062, + "completions/min_length": 195.0, + "completions/min_terminated_length": 195.0, "epoch": 0.42534139243340047, "frac_reward_zero_std": 0.9375, - "grad_norm": 0.08588302090778102, - "kl": 0.04718017578125, + "grad_norm": 0.07288263680226181, + "kl": 0.00714874267578125, "learning_rate": 5.318338178609754e-07, - "loss": 0.014, - "num_tokens": 285910792.0, - "reward": 0.09941406548023224, - "reward_std": 0.0018486406188458204, + "loss": 0.0314, + "num_tokens": 284316898.0, + "reward": 0.09902343899011612, + "reward_std": 0.0021787926089018583, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.994140625, - "rewards/format_reward/std": 0.07639661431312561, + "rewards/format_reward/mean": 0.990234375, + "rewards/format_reward/std": 0.09843364357948303, "step": 475 }, { @@ -13315,20 +13315,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1860.0, - "completions/max_terminated_length": 1860.0, - "completions/mean_length": 572.791015625, - "completions/mean_terminated_length": 571.6007690429688, - "completions/min_length": 228.0, - "completions/min_terminated_length": 228.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1498.0, + "completions/max_terminated_length": 1498.0, + "completions/mean_length": 568.4375, + "completions/mean_terminated_length": 568.4375, + "completions/min_length": 179.0, + "completions/min_terminated_length": 179.0, "epoch": 0.4262368479964182, "frac_reward_zero_std": 1.0, - "grad_norm": 0.02767124078956891, - "kl": 0.06396484375, + "grad_norm": 0.0024556427027511017, + "kl": 0.00702667236328125, "learning_rate": 5.294374053487459e-07, - "loss": 0.0006, - "num_tokens": 286487181.0, + "loss": 0.0001, + "num_tokens": 284891058.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13343,20 +13343,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1404.0, - "completions/max_terminated_length": 1404.0, - "completions/mean_length": 537.857421875, - "completions/mean_terminated_length": 536.6569213867188, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1848.0, + "completions/max_terminated_length": 1848.0, + "completions/mean_length": 553.7578125, + "completions/mean_terminated_length": 553.7578125, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.4271323035594359, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01657319794506783, - "kl": 0.0655517578125, + "grad_norm": 0.002743355850282284, + "kl": 0.00701141357421875, "learning_rate": 5.271341631956511e-07, - "loss": 0.0007, - "num_tokens": 287043348.0, + "loss": 0.0001, + "num_tokens": 285455366.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13372,19 +13372,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1387.0, - "completions/max_terminated_length": 1387.0, - "completions/mean_length": 567.2109375, - "completions/mean_terminated_length": 567.2109375, - "completions/min_length": 230.0, - "completions/min_terminated_length": 230.0, + "completions/max_length": 1466.0, + "completions/max_terminated_length": 1466.0, + "completions/mean_length": 570.58984375, + "completions/mean_terminated_length": 570.58984375, + "completions/min_length": 167.0, + "completions/min_terminated_length": 167.0, "epoch": 0.42802775912245355, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004291858410065178, - "kl": 0.04486083984375, + "grad_norm": 0.006622609032114254, + "kl": 0.00746917724609375, "learning_rate": 5.249241880411181e-07, - "loss": 0.0004, - "num_tokens": 287651904.0, + "loss": 0.0001, + "num_tokens": 286065652.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13399,26 +13399,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.9375, - "completions/max_length": 1304.0, - "completions/max_terminated_length": 1304.0, - "completions/mean_length": 596.017578125, - "completions/mean_terminated_length": 592.281494140625, - "completions/min_length": 144.0, - "completions/min_terminated_length": 144.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1574.0, + "completions/mean_length": 627.298828125, + "completions/mean_terminated_length": 624.5186157226562, + "completions/min_length": 193.0, + "completions/min_terminated_length": 193.0, "epoch": 0.42892321468547123, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.007262425387433753, - "kl": 0.0606689453125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07069570079703043, + "kl": 0.006683349609375, "learning_rate": 5.228075726112785e-07, - "loss": 0.0006, - "num_tokens": 288291881.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0087, + "num_tokens": 286721645.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 479 }, { @@ -13427,20 +13427,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1754.0, - "completions/mean_length": 625.6953125, - "completions/mean_terminated_length": 620.923583984375, - "completions/min_length": 181.0, - "completions/min_terminated_length": 181.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1667.0, + "completions/max_terminated_length": 1667.0, + "completions/mean_length": 615.96484375, + "completions/mean_terminated_length": 614.74951171875, + "completions/min_length": 169.0, + "completions/min_terminated_length": 169.0, "epoch": 0.4298186702484889, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.07604608796303157, - "kl": 0.0860595703125, + "grad_norm": 0.5664508010867297, + "kl": 0.00927734375, "learning_rate": 5.207844057150768e-07, - "loss": 0.0169, - "num_tokens": 288940557.0, + "loss": 0.0052, + "num_tokens": 287365339.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -13456,19 +13456,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1301.0, - "completions/max_terminated_length": 1301.0, - "completions/mean_length": 566.443359375, - "completions/mean_terminated_length": 566.443359375, - "completions/min_length": 132.0, - "completions/min_terminated_length": 132.0, + "completions/max_length": 1478.0, + "completions/max_terminated_length": 1478.0, + "completions/mean_length": 594.375, + "completions/mean_terminated_length": 594.375, + "completions/min_length": 121.0, + "completions/min_terminated_length": 121.0, "epoch": 0.4307141258115066, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0056663762582022026, - "kl": 0.04766845703125, + "grad_norm": 0.0022399177386503632, + "kl": 0.00719451904296875, "learning_rate": 5.188547722405437e-07, - "loss": 0.0005, - "num_tokens": 289558448.0, + "loss": 0.0001, + "num_tokens": 287997531.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13484,19 +13484,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1752.0, - "completions/max_terminated_length": 1752.0, - "completions/mean_length": 601.892578125, - "completions/mean_terminated_length": 601.892578125, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/max_length": 1655.0, + "completions/max_terminated_length": 1655.0, + "completions/mean_length": 620.845703125, + "completions/mean_terminated_length": 620.845703125, + "completions/min_length": 153.0, + "completions/min_terminated_length": 153.0, "epoch": 0.43160958137452426, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0035106948516688734, - "kl": 0.04449462890625, + "grad_norm": 0.0017809752727835867, + "kl": 0.00690460205078125, "learning_rate": 5.170187531512351e-07, - "loss": 0.0004, - "num_tokens": 290198697.0, + "loss": 0.0001, + "num_tokens": 288647484.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13511,26 +13511,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1490.0, - "completions/max_terminated_length": 1490.0, - "completions/mean_length": 573.759765625, - "completions/mean_terminated_length": 572.25048828125, - "completions/min_length": 156.0, - "completions/min_terminated_length": 156.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1235.0, + "completions/max_terminated_length": 1235.0, + "completions/mean_length": 587.107421875, + "completions/mean_terminated_length": 587.107421875, + "completions/min_length": 203.0, + "completions/min_terminated_length": 203.0, "epoch": 0.432505036937542, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.03392016125236342, - "kl": 0.0640869140625, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07380820125009971, + "kl": 0.006591796875, "learning_rate": 5.152764254828348e-07, - "loss": 0.0006, - "num_tokens": 290813902.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0026, + "num_tokens": 289269523.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 483 }, { @@ -13539,20 +13539,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1524.0, - "completions/max_terminated_length": 1524.0, - "completions/mean_length": 576.0390625, - "completions/mean_terminated_length": 576.0390625, - "completions/min_length": 169.0, - "completions/min_terminated_length": 169.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1385.0, + "completions/max_terminated_length": 1385.0, + "completions/mean_length": 592.1484375, + "completions/mean_terminated_length": 591.4285888671875, + "completions/min_length": 170.0, + "completions/min_terminated_length": 170.0, "epoch": 0.4334004925005597, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.04602480512840631, - "kl": 0.0469970703125, + "grad_norm": 1.367785098713213, + "kl": 0.0121002197265625, "learning_rate": 5.136278623399225e-07, - "loss": -0.0029, - "num_tokens": 291436194.0, + "loss": 0.0037, + "num_tokens": 289900063.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -13567,26 +13567,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, - "completions/max_length": 1310.0, - "completions/max_terminated_length": 1310.0, - "completions/mean_length": 566.806640625, - "completions/mean_terminated_length": 563.4970703125, - "completions/min_length": 196.0, - "completions/min_terminated_length": 196.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1317.0, + "completions/max_terminated_length": 1317.0, + "completions/mean_length": 572.5546875, + "completions/mean_terminated_length": 572.5546875, + "completions/min_length": 172.0, + "completions/min_terminated_length": 172.0, "epoch": 0.43429594806357735, - "frac_reward_zero_std": 0.9375, - "grad_norm": 1.4297514894292327, - "kl": 0.0731201171875, - "learning_rate": 5.120731328929058e-07, - "loss": 0.0004, - "num_tokens": 292035263.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0019026093751945668, + "kl": 0.00656890869140625, + "learning_rate": 5.120731328929058e-07, + "loss": 0.0001, + "num_tokens": 290502075.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 485 }, { @@ -13595,20 +13595,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1402.0, - "completions/mean_length": 593.1875, - "completions/mean_terminated_length": 587.4823608398438, - "completions/min_length": 220.0, - "completions/min_terminated_length": 220.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 1751.0, + "completions/max_terminated_length": 1751.0, + "completions/mean_length": 610.455078125, + "completions/mean_terminated_length": 609.8023681640625, + "completions/min_length": 211.0, + "completions/min_terminated_length": 211.0, "epoch": 0.43519140362659503, "frac_reward_zero_std": 0.96875, - "grad_norm": 0.2048485997684941, - "kl": 0.08758544921875, + "grad_norm": 1.277845158123168, + "kl": 0.01782989501953125, "learning_rate": 5.106123023751187e-07, - "loss": 0.0123, - "num_tokens": 292637039.0, + "loss": 0.0043, + "num_tokens": 291112692.0, "reward": 0.09980468451976776, "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, @@ -13623,20 +13623,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1409.0, - "completions/mean_length": 620.24609375, - "completions/mean_terminated_length": 617.4520263671875, - "completions/min_length": 238.0, - "completions/min_terminated_length": 238.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1923.0, + "completions/max_terminated_length": 1923.0, + "completions/mean_length": 634.310546875, + "completions/mean_terminated_length": 634.310546875, + "completions/min_length": 212.0, + "completions/min_terminated_length": 212.0, "epoch": 0.4360868591896127, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004771668900955531, - "kl": 0.046630859375, + "grad_norm": 0.0029675438707230098, + "kl": 0.00637054443359375, "learning_rate": 5.092454320800833e-07, - "loss": 0.0005, - "num_tokens": 293296445.0, + "loss": 0.0001, + "num_tokens": 291779299.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13651,20 +13651,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1690.0, - "completions/max_terminated_length": 1690.0, - "completions/mean_length": 562.4921875, - "completions/mean_terminated_length": 562.4921875, - "completions/min_length": 165.0, - "completions/min_terminated_length": 165.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1793.0, + "completions/mean_length": 582.9453125, + "completions/mean_terminated_length": 580.0782470703125, + "completions/min_length": 133.0, + "completions/min_terminated_length": 133.0, "epoch": 0.4369823147526304, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004316334400510252, - "kl": 0.04510498046875, + "grad_norm": 0.002218209993171591, + "kl": 0.0069427490234375, "learning_rate": 5.079725793589405e-07, - "loss": 0.0005, - "num_tokens": 293894857.0, + "loss": 0.0001, + "num_tokens": 292388183.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13680,19 +13680,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1488.0, - "completions/max_terminated_length": 1488.0, - "completions/mean_length": 586.365234375, - "completions/mean_terminated_length": 586.365234375, - "completions/min_length": 201.0, - "completions/min_terminated_length": 201.0, + "completions/max_length": 1947.0, + "completions/max_terminated_length": 1947.0, + "completions/mean_length": 619.53125, + "completions/mean_terminated_length": 619.53125, + "completions/min_length": 247.0, + "completions/min_terminated_length": 247.0, "epoch": 0.43787777031564806, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0038624710298466006, - "kl": 0.0440673828125, + "grad_norm": 0.002973729317383643, + "kl": 0.00652313232421875, "learning_rate": 5.067937976180407e-07, - "loss": 0.0004, - "num_tokens": 294499636.0, + "loss": 0.0001, + "num_tokens": 293009943.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13707,20 +13707,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2036.0, - "completions/max_terminated_length": 2036.0, - "completions/mean_length": 591.830078125, - "completions/mean_terminated_length": 589.8392333984375, - "completions/min_length": 166.0, - "completions/min_terminated_length": 166.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1907.0, + "completions/max_terminated_length": 1907.0, + "completions/mean_length": 606.29296875, + "completions/mean_terminated_length": 606.29296875, + "completions/min_length": 173.0, + "completions/min_terminated_length": 173.0, "epoch": 0.4387732258786658, "frac_reward_zero_std": 1.0, - "grad_norm": 0.08591994390512282, - "kl": 0.093994140625, + "grad_norm": 0.002162476695238198, + "kl": 0.0070037841796875, "learning_rate": 5.057091363167046e-07, - "loss": 0.0009, - "num_tokens": 295119581.0, + "loss": 0.0001, + "num_tokens": 293637293.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13735,20 +13735,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1211.0, - "completions/max_terminated_length": 1211.0, - "completions/mean_length": 550.6796875, - "completions/mean_terminated_length": 548.62158203125, - "completions/min_length": 220.0, - "completions/min_terminated_length": 220.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1456.0, + "completions/mean_length": 564.47265625, + "completions/mean_terminated_length": 561.5694580078125, + "completions/min_length": 208.0, + "completions/min_terminated_length": 208.0, "epoch": 0.4396686814416835, "frac_reward_zero_std": 1.0, - "grad_norm": 0.05506883519186736, - "kl": 0.0794677734375, + "grad_norm": 0.0024995506608288215, + "kl": 0.00746917724609375, "learning_rate": 5.047186409651489e-07, - "loss": 0.0008, - "num_tokens": 295698137.0, + "loss": 0.0001, + "num_tokens": 294222911.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13763,20 +13763,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1543.0, - "completions/max_terminated_length": 1543.0, - "completions/mean_length": 608.87109375, - "completions/mean_terminated_length": 608.0391235351562, - "completions/min_length": 153.0, - "completions/min_terminated_length": 153.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1721.0, + "completions/max_terminated_length": 1721.0, + "completions/mean_length": 635.138671875, + "completions/mean_terminated_length": 635.138671875, + "completions/min_length": 165.0, + "completions/min_terminated_length": 165.0, "epoch": 0.44056413700470115, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0038651946743403155, - "kl": 0.04791259765625, + "grad_norm": 0.003279801989016285, + "kl": 0.0062103271484375, "learning_rate": 5.038223531225742e-07, - "loss": 0.0005, - "num_tokens": 296304295.0, + "loss": 0.0001, + "num_tokens": 294842518.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13792,25 +13792,25 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1739.0, - "completions/max_terminated_length": 1739.0, - "completions/mean_length": 569.330078125, - "completions/mean_terminated_length": 569.330078125, - "completions/min_length": 213.0, - "completions/min_terminated_length": 213.0, + "completions/max_length": 1358.0, + "completions/max_terminated_length": 1358.0, + "completions/mean_length": 588.244140625, + "completions/mean_terminated_length": 588.244140625, + "completions/min_length": 197.0, + "completions/min_terminated_length": 197.0, "epoch": 0.44145959256771883, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.003558131893094743, - "kl": 0.04473876953125, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.07219605536662821, + "kl": 0.00728607177734375, "learning_rate": 5.030203103954232e-07, - "loss": 0.0004, - "num_tokens": 296895328.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0006, + "num_tokens": 295443235.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 493 }, { @@ -13820,19 +13820,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1505.0, - "completions/max_terminated_length": 1505.0, - "completions/mean_length": 579.6875, - "completions/mean_terminated_length": 579.6875, - "completions/min_length": 192.0, - "completions/min_terminated_length": 192.0, + "completions/max_length": 1510.0, + "completions/max_terminated_length": 1510.0, + "completions/mean_length": 594.796875, + "completions/mean_terminated_length": 594.796875, + "completions/min_length": 206.0, + "completions/min_terminated_length": 206.0, "epoch": 0.4423550481307365, "frac_reward_zero_std": 1.0, - "grad_norm": 0.01139014607119812, - "kl": 0.04290771484375, + "grad_norm": 0.003095639432087293, + "kl": 0.0069122314453125, "learning_rate": 5.023125464358026e-07, - "loss": 0.0004, - "num_tokens": 297475296.0, + "loss": 0.0001, + "num_tokens": 296030939.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13847,26 +13847,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1456.0, - "completions/max_terminated_length": 1456.0, - "completions/mean_length": 560.001953125, - "completions/mean_terminated_length": 559.4677124023438, - "completions/min_length": 227.0, - "completions/min_terminated_length": 227.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1350.0, + "completions/max_terminated_length": 1350.0, + "completions/mean_length": 586.44921875, + "completions/mean_terminated_length": 586.44921875, + "completions/min_length": 184.0, + "completions/min_terminated_length": 184.0, "epoch": 0.4432505036937542, - "frac_reward_zero_std": 0.9375, - "grad_norm": 0.09503865862602394, - "kl": 0.06842041015625, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0032109704817087368, + "kl": 0.006134033203125, "learning_rate": 5.016990909400709e-07, - "loss": 0.003, - "num_tokens": 298037489.0, - "reward": 0.099609375, - "reward_std": 0.0015625000232830644, + "loss": 0.0001, + "num_tokens": 296606673.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.99609375, - "rewards/format_reward/std": 0.06243881583213806, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 495 }, { @@ -13876,19 +13876,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1940.0, - "completions/max_terminated_length": 1940.0, - "completions/mean_length": 616.166015625, - "completions/mean_terminated_length": 616.166015625, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/max_length": 1649.0, + "completions/max_terminated_length": 1649.0, + "completions/mean_length": 647.8203125, + "completions/mean_terminated_length": 647.8203125, + "completions/min_length": 271.0, + "completions/min_terminated_length": 271.0, "epoch": 0.44414595925677186, "frac_reward_zero_std": 1.0, - "grad_norm": 0.0038706228148763185, - "kl": 0.04656982421875, + "grad_norm": 0.0030476575163748028, + "kl": 0.0064697265625, "learning_rate": 5.011799696475915e-07, - "loss": 0.0005, - "num_tokens": 298647558.0, + "loss": 0.0001, + "num_tokens": 297232949.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13903,20 +13903,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1132.0, - "completions/max_terminated_length": 1132.0, - "completions/mean_length": 553.35546875, - "completions/mean_terminated_length": 553.35546875, - "completions/min_length": 176.0, - "completions/min_terminated_length": 176.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1572.0, + "completions/mean_length": 567.07421875, + "completions/mean_terminated_length": 564.1761474609375, + "completions/min_length": 161.0, + "completions/min_terminated_length": 161.0, "epoch": 0.4450414148197896, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004194278776945329, - "kl": 0.0443115234375, + "grad_norm": 0.00517923432566091, + "kl": 0.00667572021484375, "learning_rate": 5.007552043396547e-07, - "loss": 0.0004, - "num_tokens": 299232572.0, + "loss": 0.0001, + "num_tokens": 297824987.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13931,20 +13931,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1570.0, - "completions/max_terminated_length": 1570.0, - "completions/mean_length": 569.85546875, - "completions/mean_terminated_length": 568.876708984375, - "completions/min_length": 177.0, - "completions/min_terminated_length": 177.0, + "completions/clipped_ratio": -6.96875, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1440.0, + "completions/mean_length": 593.87109375, + "completions/mean_terminated_length": 588.1686401367188, + "completions/min_length": 210.0, + "completions/min_terminated_length": 210.0, "epoch": 0.44593687038280727, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004197022412970387, - "kl": 0.0450439453125, + "grad_norm": 0.002854169465541202, + "kl": 0.00717926025390625, "learning_rate": 5.004248128385618e-07, - "loss": 0.0005, - "num_tokens": 299849282.0, + "loss": 0.0001, + "num_tokens": 298453993.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13959,20 +13959,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1234.0, - "completions/max_terminated_length": 1234.0, - "completions/mean_length": 557.01953125, - "completions/mean_terminated_length": 555.427490234375, - "completions/min_length": 187.0, - "completions/min_terminated_length": 187.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1089.0, + "completions/max_terminated_length": 1089.0, + "completions/mean_length": 588.5625, + "completions/mean_terminated_length": 588.5625, + "completions/min_length": 190.0, + "completions/min_terminated_length": 190.0, "epoch": 0.44683232594582495, "frac_reward_zero_std": 1.0, - "grad_norm": 0.06481738260450282, - "kl": 0.08477783203125, + "grad_norm": 0.002690500225541875, + "kl": 0.006744384765625, "learning_rate": 5.001888090068784e-07, - "loss": 0.0008, - "num_tokens": 300418732.0, + "loss": 0.0001, + "num_tokens": 299039593.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -13988,19 +13988,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -7.0, - "completions/max_length": 1447.0, - "completions/max_terminated_length": 1447.0, - "completions/mean_length": 601.1328125, - "completions/mean_terminated_length": 601.1328125, - "completions/min_length": 208.0, - "completions/min_terminated_length": 208.0, + "completions/max_length": 1525.0, + "completions/max_terminated_length": 1525.0, + "completions/mean_length": 610.150390625, + "completions/mean_terminated_length": 610.150390625, + "completions/min_length": 238.0, + "completions/min_terminated_length": 238.0, "epoch": 0.4477277815088426, "frac_reward_zero_std": 1.0, - "grad_norm": 0.009343548268136184, - "kl": 0.046630859375, + "grad_norm": 0.0029109843458220755, + "kl": 0.006561279296875, "learning_rate": 5.000472027468528e-07, - "loss": 0.0005, - "num_tokens": 301071744.0, + "loss": 0.0001, + "num_tokens": 299697222.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14015,20 +14015,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1460.0, - "completions/max_terminated_length": 1460.0, - "completions/mean_length": 603.708984375, - "completions/mean_terminated_length": 602.6790771484375, - "completions/min_length": 212.0, - "completions/min_terminated_length": 212.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1554.0, + "completions/max_terminated_length": 1554.0, + "completions/mean_length": 629.177734375, + "completions/mean_terminated_length": 629.177734375, + "completions/min_length": 184.0, + "completions/min_terminated_length": 184.0, "epoch": 0.4486232370718603, "frac_reward_zero_std": 1.0, - "grad_norm": 0.034444504126124674, - "kl": 0.065673828125, + "grad_norm": 0.003181584471698959, + "kl": 0.006500244140625, "learning_rate": 5.000000000000001e-07, - "loss": 0.0007, - "num_tokens": 301684331.0, + "loss": 0.0001, + "num_tokens": 300322849.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14043,26 +14043,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -7.0, - "completions/max_length": 1435.0, - "completions/max_terminated_length": 1435.0, - "completions/mean_length": 607.1640625, - "completions/mean_terminated_length": 607.1640625, - "completions/min_length": 198.0, - "completions/min_terminated_length": 198.0, + "completions/clipped_ratio": -6.984375, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1848.0, + "completions/mean_length": 628.576171875, + "completions/mean_terminated_length": 625.7984008789062, + "completions/min_length": 194.0, + "completions/min_terminated_length": 194.0, "epoch": 0.449518692634878, - "frac_reward_zero_std": 1.0, - "grad_norm": 0.004137901914690784, - "kl": 0.044921875, + "frac_reward_zero_std": 0.96875, + "grad_norm": 0.03514131702249418, + "kl": 0.00738525390625, "learning_rate": 5.000472027468528e-07, - "loss": 0.0004, - "num_tokens": 302343407.0, - "reward": 0.10000000149011612, - "reward_std": 0.0, + "loss": 0.0154, + "num_tokens": 300992888.0, + "reward": 0.09980468451976776, + "reward_std": 0.0007812500116415322, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 1.0, - "rewards/format_reward/std": 0.0, + "rewards/format_reward/mean": 0.998046875, + "rewards/format_reward/std": 0.04419417306780815, "step": 502 }, { @@ -14071,26 +14071,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 2048.0, - "completions/max_terminated_length": 1381.0, - "completions/mean_length": 597.3046875, - "completions/mean_terminated_length": 591.61572265625, - "completions/min_length": 190.0, - "completions/min_terminated_length": 190.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1356.0, + "completions/max_terminated_length": 1356.0, + "completions/mean_length": 598.283203125, + "completions/mean_terminated_length": 598.283203125, + "completions/min_length": 208.0, + "completions/min_terminated_length": 208.0, "epoch": 0.45041414819789566, - "frac_reward_zero_std": 0.96875, - "grad_norm": 2.232073607669622, - "kl": 0.076171875, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0028078886176980417, + "kl": 0.00676727294921875, "learning_rate": 5.001888090068784e-07, - "loss": 0.0171, - "num_tokens": 302935259.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 301585241.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 503 }, { @@ -14099,20 +14099,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1283.0, - "completions/max_terminated_length": 1283.0, - "completions/mean_length": 577.80078125, - "completions/mean_terminated_length": 577.1917724609375, - "completions/min_length": 264.0, - "completions/min_terminated_length": 264.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1856.0, + "completions/max_terminated_length": 1856.0, + "completions/mean_length": 600.822265625, + "completions/mean_terminated_length": 600.822265625, + "completions/min_length": 253.0, + "completions/min_terminated_length": 253.0, "epoch": 0.4513096037609134, "frac_reward_zero_std": 1.0, - "grad_norm": 0.004036384939905687, - "kl": 0.04498291015625, + "grad_norm": 0.002869992594641441, + "kl": 0.0061187744140625, "learning_rate": 5.004248128385618e-07, - "loss": 0.0004, - "num_tokens": 303528165.0, + "loss": 0.0001, + "num_tokens": 302189934.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14127,26 +14127,26 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.953125, + "completions/clipped_ratio": -6.984375, "completions/max_length": 2048.0, - "completions/max_terminated_length": 1884.0, - "completions/mean_length": 626.9296875, - "completions/mean_terminated_length": 622.58154296875, - "completions/min_length": 205.0, - "completions/min_terminated_length": 205.0, + "completions/max_terminated_length": 1485.0, + "completions/mean_length": 642.93359375, + "completions/mean_terminated_length": 640.1839599609375, + "completions/min_length": 253.0, + "completions/min_terminated_length": 253.0, "epoch": 0.45220505932393107, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.056029796429855026, - "kl": 0.04736328125, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.0033069623666026116, + "kl": 0.00682830810546875, "learning_rate": 5.007552043396547e-07, - "loss": 0.0122, - "num_tokens": 304199121.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 302869084.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 505 }, { @@ -14155,20 +14155,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.96875, - "completions/max_length": 1688.0, - "completions/max_terminated_length": 1688.0, - "completions/mean_length": 585.638671875, - "completions/mean_terminated_length": 583.049072265625, - "completions/min_length": 167.0, - "completions/min_terminated_length": 167.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1852.0, + "completions/max_terminated_length": 1852.0, + "completions/mean_length": 608.78515625, + "completions/mean_terminated_length": 608.78515625, + "completions/min_length": 175.0, + "completions/min_terminated_length": 175.0, "epoch": 0.45310051488694875, "frac_reward_zero_std": 1.0, - "grad_norm": 0.16384123749604673, - "kl": 0.14178466796875, + "grad_norm": 0.019256567921365382, + "kl": 0.0113372802734375, "learning_rate": 5.011799696475915e-07, - "loss": 0.0014, - "num_tokens": 304819768.0, + "loss": 0.0001, + "num_tokens": 303501582.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14183,20 +14183,20 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1327.0, - "completions/max_terminated_length": 1327.0, - "completions/mean_length": 600.677734375, - "completions/mean_terminated_length": 599.6751708984375, - "completions/min_length": 164.0, - "completions/min_terminated_length": 164.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1764.0, + "completions/max_terminated_length": 1764.0, + "completions/mean_length": 621.85546875, + "completions/mean_terminated_length": 621.85546875, + "completions/min_length": 257.0, + "completions/min_terminated_length": 257.0, "epoch": 0.4539959704499664, "frac_reward_zero_std": 1.0, - "grad_norm": 0.02131276823537405, - "kl": 0.06005859375, + "grad_norm": 0.004709655692336034, + "kl": 0.006866455078125, "learning_rate": 5.016990909400706e-07, - "loss": 0.0006, - "num_tokens": 305445491.0, + "loss": 0.0001, + "num_tokens": 304138148.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14212,19 +14212,19 @@ "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": -6.984375, - "completions/max_length": 1673.0, - "completions/max_terminated_length": 1673.0, - "completions/mean_length": 571.474609375, - "completions/mean_terminated_length": 570.0215454101562, - "completions/min_length": 213.0, - "completions/min_terminated_length": 213.0, + "completions/max_length": 2048.0, + "completions/max_terminated_length": 1990.0, + "completions/mean_length": 596.705078125, + "completions/mean_terminated_length": 593.864990234375, + "completions/min_length": 237.0, + "completions/min_terminated_length": 237.0, "epoch": 0.4548914260129841, "frac_reward_zero_std": 1.0, - "grad_norm": 0.8224324394461862, - "kl": 0.51495361328125, + "grad_norm": 0.0027508053263992434, + "kl": 0.00679779052734375, "learning_rate": 5.023125464358026e-07, - "loss": 0.0051, - "num_tokens": 306010102.0, + "loss": 0.0001, + "num_tokens": 304715677.0, "reward": 0.10000000149011612, "reward_std": 0.0, "rewards/code_reward/mean": 0.0, @@ -14239,41 +14239,41 @@ "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, - "completions/clipped_ratio": -6.984375, - "completions/max_length": 1119.0, - "completions/max_terminated_length": 1119.0, - "completions/mean_length": 553.423828125, - "completions/mean_terminated_length": 552.639892578125, - "completions/min_length": 211.0, - "completions/min_terminated_length": 211.0, + "completions/clipped_ratio": -7.0, + "completions/max_length": 1464.0, + "completions/max_terminated_length": 1464.0, + "completions/mean_length": 579.806640625, + "completions/mean_terminated_length": 579.806640625, + "completions/min_length": 233.0, + "completions/min_terminated_length": 233.0, "epoch": 0.4557868815760018, - "frac_reward_zero_std": 0.96875, - "grad_norm": 0.06463336869087515, - "kl": 0.046630859375, + "frac_reward_zero_std": 1.0, + "grad_norm": 0.002570745420249915, + "kl": 0.00681304931640625, "learning_rate": 5.03020310395423e-07, - "loss": 0.0005, - "num_tokens": 306603551.0, - "reward": 0.09980468451976776, - "reward_std": 0.0007812500116415322, + "loss": 0.0001, + "num_tokens": 305322634.0, + "reward": 0.10000000149011612, + "reward_std": 0.0, "rewards/code_reward/mean": 0.0, "rewards/code_reward/std": 0.0, - "rewards/format_reward/mean": 0.998046875, - "rewards/format_reward/std": 0.04419417306780815, + "rewards/format_reward/mean": 1.0, + "rewards/format_reward/std": 0.0, "step": 509 }, { "epoch": 0.4557868815760018, "step": 509, "total_flos": 0.0, - "train_loss": 1.0038919752364893e-06, - "train_runtime": 66.6209, - "train_samples_per_second": 3842.636, - "train_steps_per_second": 7.505 + "train_loss": 1.3396084333325358e-07, + "train_runtime": 69.6904, + "train_samples_per_second": 3673.392, + "train_steps_per_second": 7.175 } ], "logging_steps": 1, "max_steps": 500, - "num_input_tokens_seen": 306603551, + "num_input_tokens_seen": 305322634, "num_train_epochs": 1, "save_steps": 50, "stateful_callbacks": {