{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.8192, "eval_steps": 500, "global_step": 128, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "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": 0.07638888888888888, "completions/max_length": 8192.0, "completions/max_terminated_length": 7457.0, "completions/mean_length": 2484.15283203125, "completions/mean_terminated_length": 2012.1199951171875, "completions/min_length": 559.6666666666666, "completions/min_terminated_length": 559.6666666666666, "epoch": 0.0192, "grad_norm": 0.11786151677370071, "kl": 0.000663916269938151, "learning_rate": 3.948717948717949e-06, "loss": 0.0792, "num_tokens": 736454.0, "reward": 1.920138915379842, "reward_std": 0.06854866879681747, "rewards/accuracy_reward/mean": 0.9965277711550394, "rewards/accuracy_reward/std": 0.03402068714300791, "rewards/format_reward/mean": 0.9236111044883728, "rewards/format_reward/std": 0.2288934737443924, "step": 3 }, { "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": 0.09027777777777779, "completions/max_length": 8192.0, "completions/max_terminated_length": 7337.333333333333, "completions/mean_length": 2525.18408203125, "completions/mean_terminated_length": 1964.8008219401042, "completions/min_length": 538.0, "completions/min_terminated_length": 538.0, "epoch": 0.0384, "grad_norm": 0.10443487018346786, "kl": 0.001732190450032552, "learning_rate": 3.8717948717948715e-06, "loss": 0.0688, "num_tokens": 1486231.0, "reward": 1.90625003973643, "reward_std": 0.11128650108973186, "rewards/accuracy_reward/mean": 0.993055542310079, "rewards/accuracy_reward/std": 0.0680413767695427, "rewards/format_reward/mean": 0.9131944378217062, "rewards/format_reward/std": 0.28209365407625836, "step": 6 }, { "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": 0.07638888888888891, "completions/max_length": 8192.0, "completions/max_terminated_length": 7734.0, "completions/mean_length": 2304.361124674479, "completions/mean_terminated_length": 1825.1893717447917, "completions/min_length": 428.6666666666667, "completions/min_terminated_length": 428.6666666666667, "epoch": 0.0576, "grad_norm": 0.11160896718502045, "kl": 0.0075155893961588545, "learning_rate": 3.7948717948717945e-06, "loss": 0.0532, "num_tokens": 2170377.0, "reward": 1.9062500794728596, "reward_std": 0.09471678485472997, "rewards/accuracy_reward/mean": 0.9791666666666666, "rewards/accuracy_reward/std": 0.11481705804665883, "rewards/format_reward/mean": 0.9270833333333334, "rewards/format_reward/std": 0.25792460640271503, "step": 9 }, { "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": 0.07986111111111112, "completions/max_length": 8192.0, "completions/max_terminated_length": 7192.333333333333, "completions/mean_length": 2486.7847900390625, "completions/mean_terminated_length": 2002.9917805989583, "completions/min_length": 588.6666666666666, "completions/min_terminated_length": 588.6666666666666, "epoch": 0.0768, "grad_norm": 0.07670364528894424, "kl": 0.007045745849609375, "learning_rate": 3.717948717948718e-06, "loss": 0.0655, "num_tokens": 2906641.0, "reward": 1.9027778307596843, "reward_std": 0.08286526799201965, "rewards/accuracy_reward/mean": 0.9826388955116272, "rewards/accuracy_reward/std": 0.12973794837792715, "rewards/format_reward/mean": 0.9201388955116272, "rewards/format_reward/std": 0.25063540538152057, "step": 12 }, { "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": 0.048611111111111084, "completions/max_length": 8192.0, "completions/max_terminated_length": 5679.0, "completions/mean_length": 2111.114705403646, "completions/mean_terminated_length": 1806.3657633463542, "completions/min_length": 638.3333333333334, "completions/min_terminated_length": 638.3333333333334, "epoch": 0.096, "grad_norm": 0.08451474457979202, "kl": 0.01056671142578125, "learning_rate": 3.6410256410256406e-06, "loss": 0.0438, "num_tokens": 3534238.0, "reward": 1.93750003973643, "reward_std": 0.08955795814593633, "rewards/accuracy_reward/mean": 0.9861111044883728, "rewards/accuracy_reward/std": 0.11590000987052917, "rewards/format_reward/mean": 0.9513888756434122, "rewards/format_reward/std": 0.20225290457407633, "step": 15 }, { "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": 0.013888888888888876, "completions/max_length": 8192.0, "completions/max_terminated_length": 6870.666666666667, "completions/mean_length": 1940.4757486979167, "completions/mean_terminated_length": 1853.5159098307292, "completions/min_length": 632.0, "completions/min_terminated_length": 632.0, "epoch": 0.1152, "grad_norm": 0.10638942569494247, "kl": 0.013872782389322916, "learning_rate": 3.564102564102564e-06, "loss": 0.0318, "num_tokens": 4114947.0, "reward": 1.9236111640930176, "reward_std": 0.086211613068978, "rewards/accuracy_reward/mean": 0.9340277711550394, "rewards/accuracy_reward/std": 0.21398874868949255, "rewards/format_reward/mean": 0.9895833134651184, "rewards/format_reward/std": 0.10206206391255061, "step": 18 }, { "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": 0.041666666666666664, "completions/max_length": 7178.333333333333, "completions/max_terminated_length": 5503.666666666667, "completions/mean_length": 2042.7118733723958, "completions/mean_terminated_length": 1780.8347981770833, "completions/min_length": 534.6666666666666, "completions/min_terminated_length": 534.6666666666666, "epoch": 0.1344, "grad_norm": 0.06415776163339615, "kl": 0.016947428385416668, "learning_rate": 3.487179487179487e-06, "loss": 0.0258, "num_tokens": 4722190.0, "reward": 1.9236111640930176, "reward_std": 0.03402068962653478, "rewards/accuracy_reward/mean": 0.9548611243565878, "rewards/accuracy_reward/std": 0.15458878378073374, "rewards/format_reward/mean": 0.96875, "rewards/format_reward/std": 0.12663276741902033, "step": 21 }, { "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": 0.045138888888888916, "completions/max_length": 8192.0, "completions/max_terminated_length": 7599.333333333333, "completions/mean_length": 2192.9861653645835, "completions/mean_terminated_length": 1915.0709635416667, "completions/min_length": 501.6666666666667, "completions/min_terminated_length": 501.6666666666667, "epoch": 0.1536, "grad_norm": 0.08798938244581223, "kl": 0.02048492431640625, "learning_rate": 3.41025641025641e-06, "loss": 0.0258, "num_tokens": 5379972.0, "reward": 1.8645833730697632, "reward_std": 0.09762249266107877, "rewards/accuracy_reward/mean": 0.9027777711550394, "rewards/accuracy_reward/std": 0.286453440785408, "rewards/format_reward/mean": 0.9618055621782938, "rewards/format_reward/std": 0.18727133671442667, "step": 24 }, { "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": 0.020833333333333332, "completions/max_length": 7410.0, "completions/max_terminated_length": 6817.666666666667, "completions/mean_length": 2016.982666015625, "completions/mean_terminated_length": 1887.3319091796875, "completions/min_length": 514.0, "completions/min_terminated_length": 514.0, "epoch": 0.1728, "grad_norm": 0.10734036564826965, "kl": 0.0256195068359375, "learning_rate": 3.3333333333333333e-06, "loss": 0.0323, "num_tokens": 5984941.0, "reward": 1.8993055820465088, "reward_std": 0.10998130093018214, "rewards/accuracy_reward/mean": 0.9201388955116272, "rewards/accuracy_reward/std": 0.2663828631242116, "rewards/format_reward/mean": 0.9791666666666666, "rewards/format_reward/std": 0.10847451289494832, "step": 27 }, { "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": 0.03125, "completions/max_length": 8192.0, "completions/max_terminated_length": 7886.666666666667, "completions/mean_length": 2276.7084147135415, "completions/mean_terminated_length": 2084.757283528646, "completions/min_length": 573.6666666666666, "completions/min_terminated_length": 573.6666666666666, "epoch": 0.192, "grad_norm": 0.09922217577695847, "kl": 0.022427876790364582, "learning_rate": 3.2564102564102564e-06, "loss": 0.0182, "num_tokens": 6662305.0, "reward": 1.8333333730697632, "reward_std": 0.1692849819858869, "rewards/accuracy_reward/mean": 0.875, "rewards/accuracy_reward/std": 0.31955354909102124, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.197714701294899, "step": 30 }, { "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": 0.03125, "completions/max_length": 6856.333333333333, "completions/max_terminated_length": 5939.666666666667, "completions/mean_length": 2417.1563313802085, "completions/mean_terminated_length": 2233.5343424479165, "completions/min_length": 661.3333333333334, "completions/min_terminated_length": 661.3333333333334, "epoch": 0.2112, "grad_norm": 0.13434383273124695, "kl": 0.019597371419270832, "learning_rate": 3.179487179487179e-06, "loss": 0.0666, "num_tokens": 7382296.0, "reward": 1.87500003973643, "reward_std": 0.14174887910485268, "rewards/accuracy_reward/mean": 0.90625, "rewards/accuracy_reward/std": 0.27019980053106946, "rewards/format_reward/mean": 0.96875, "rewards/format_reward/std": 0.1349801371494929, "step": 33 }, { "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": 0.010416666666666666, "completions/max_length": 6942.666666666667, "completions/max_terminated_length": 6595.333333333333, "completions/mean_length": 1717.2361653645833, "completions/mean_terminated_length": 1649.8081461588542, "completions/min_length": 371.3333333333333, "completions/min_terminated_length": 371.3333333333333, "epoch": 0.2304, "grad_norm": 0.11780474334955215, "kl": 0.028951009114583332, "learning_rate": 3.1025641025641025e-06, "loss": 0.0318, "num_tokens": 7898124.0, "reward": 1.9409722884496052, "reward_std": 0.08892839774489403, "rewards/accuracy_reward/mean": 0.9652777910232544, "rewards/accuracy_reward/std": 0.17682797213395438, "rewards/format_reward/mean": 0.975694457689921, "rewards/format_reward/std": 0.15401925643285116, "step": 36 }, { "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": 0.045138888888888874, "completions/max_length": 7901.0, "completions/max_terminated_length": 7665.0, "completions/mean_length": 1984.8681233723958, "completions/mean_terminated_length": 1685.4075520833333, "completions/min_length": 326.3333333333333, "completions/min_terminated_length": 326.3333333333333, "epoch": 0.2496, "grad_norm": 0.1302698850631714, "kl": 0.0289154052734375, "learning_rate": 3.0256410256410256e-06, "loss": 0.0366, "num_tokens": 8500984.0, "reward": 1.8715278307596843, "reward_std": 0.13606221228837967, "rewards/accuracy_reward/mean": 0.9270833333333334, "rewards/accuracy_reward/std": 0.25223057965437573, "rewards/format_reward/mean": 0.9444444378217062, "rewards/format_reward/std": 0.2128016253312429, "step": 39 }, { "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": 0.02430555555555558, "completions/max_length": 6943.666666666667, "completions/max_terminated_length": 6541.0, "completions/mean_length": 1753.7569986979167, "completions/mean_terminated_length": 1596.4458414713542, "completions/min_length": 336.0, "completions/min_terminated_length": 336.0, "epoch": 0.2688, "grad_norm": 0.12249383330345154, "kl": 0.030186971028645832, "learning_rate": 2.9487179487179486e-06, "loss": 0.0353, "num_tokens": 9033138.0, "reward": 1.8680555820465088, "reward_std": 0.19277991354465485, "rewards/accuracy_reward/mean": 0.906250019868215, "rewards/accuracy_reward/std": 0.29195430874824524, "rewards/format_reward/mean": 0.961805542310079, "rewards/format_reward/std": 0.18208982795476913, "step": 42 }, { "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": 0.027777777777777752, "completions/max_length": 7697.333333333333, "completions/max_terminated_length": 6401.666666666667, "completions/mean_length": 1648.7222493489583, "completions/mean_terminated_length": 1464.5533447265625, "completions/min_length": 229.66666666666666, "completions/min_terminated_length": 229.66666666666666, "epoch": 0.288, "grad_norm": 0.1356375366449356, "kl": 0.034571329752604164, "learning_rate": 2.8717948717948717e-06, "loss": 0.0566, "num_tokens": 9541138.0, "reward": 1.87500003973643, "reward_std": 0.14326218763987222, "rewards/accuracy_reward/mean": 0.9236111044883728, "rewards/accuracy_reward/std": 0.24128751705090204, "rewards/format_reward/mean": 0.9513888955116272, "rewards/format_reward/std": 0.17212405304114023, "step": 45 }, { "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": 0.059027777777777755, "completions/max_length": 8192.0, "completions/max_terminated_length": 7894.0, "completions/mean_length": 2024.1111653645833, "completions/mean_terminated_length": 1630.966552734375, "completions/min_length": 298.3333333333333, "completions/min_terminated_length": 298.3333333333333, "epoch": 0.3072, "grad_norm": 0.14614339172840118, "kl": 0.033233642578125, "learning_rate": 2.7948717948717948e-06, "loss": 0.0668, "num_tokens": 10152390.0, "reward": 1.8819444974263508, "reward_std": 0.14595978458722433, "rewards/accuracy_reward/mean": 0.9479166666666666, "rewards/accuracy_reward/std": 0.2198773274819056, "rewards/format_reward/mean": 0.9340277711550394, "rewards/format_reward/std": 0.24177277584870657, "step": 48 }, { "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": 0.03125, "completions/max_length": 8080.333333333333, "completions/max_terminated_length": 6668.333333333333, "completions/mean_length": 2075.5382486979165, "completions/mean_terminated_length": 1875.0848795572917, "completions/min_length": 313.0, "completions/min_terminated_length": 313.0, "epoch": 0.3264, "grad_norm": 0.13130497932434082, "kl": 0.029052734375, "learning_rate": 2.717948717948718e-06, "loss": 0.0391, "num_tokens": 10781333.0, "reward": 1.8715277910232544, "reward_std": 0.173075832426548, "rewards/accuracy_reward/mean": 0.9131944378217062, "rewards/accuracy_reward/std": 0.27422525485356647, "rewards/format_reward/mean": 0.9583333532015482, "rewards/format_reward/std": 0.18832933902740479, "step": 51 }, { "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": 0.03472222222222221, "completions/max_length": 8192.0, "completions/max_terminated_length": 6894.666666666667, "completions/mean_length": 1978.5972900390625, "completions/mean_terminated_length": 1754.5013020833333, "completions/min_length": 291.0, "completions/min_terminated_length": 291.0, "epoch": 0.3456, "grad_norm": 0.11747946590185165, "kl": 0.025873819986979168, "learning_rate": 2.641025641025641e-06, "loss": 0.0452, "num_tokens": 11385513.0, "reward": 1.8368055820465088, "reward_std": 0.1378952513138453, "rewards/accuracy_reward/mean": 0.8819444378217062, "rewards/accuracy_reward/std": 0.3174315243959427, "rewards/format_reward/mean": 0.9548611243565878, "rewards/format_reward/std": 0.20342316726843515, "step": 54 }, { "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": 0.013888888888888876, "completions/max_length": 7534.0, "completions/max_terminated_length": 7530.666666666667, "completions/mean_length": 1764.263916015625, "completions/mean_terminated_length": 1680.0013834635417, "completions/min_length": 283.0, "completions/min_terminated_length": 283.0, "epoch": 0.3648, "grad_norm": 0.12080682069063187, "kl": 0.032323201497395836, "learning_rate": 2.5641025641025644e-06, "loss": 0.0415, "num_tokens": 11918815.0, "reward": 1.864583412806193, "reward_std": 0.17177063475052515, "rewards/accuracy_reward/mean": 0.9027777711550394, "rewards/accuracy_reward/std": 0.28834333022435504, "rewards/format_reward/mean": 0.961805542310079, "rewards/format_reward/std": 0.1363807593782743, "step": 57 }, { "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": 0.048611111111111126, "completions/max_length": 8192.0, "completions/max_terminated_length": 6987.666666666667, "completions/mean_length": 2011.3229573567708, "completions/mean_terminated_length": 1690.6886393229167, "completions/min_length": 294.0, "completions/min_terminated_length": 294.0, "epoch": 0.384, "grad_norm": 0.12239208817481995, "kl": 0.030438741048177082, "learning_rate": 2.487179487179487e-06, "loss": 0.0768, "num_tokens": 12522634.0, "reward": 1.8854167064030964, "reward_std": 0.15016684432824454, "rewards/accuracy_reward/mean": 0.9409722089767456, "rewards/accuracy_reward/std": 0.23519064486026764, "rewards/format_reward/mean": 0.944444457689921, "rewards/format_reward/std": 0.22536789874235788, "step": 60 }, { "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": 0.034722222222222245, "completions/max_length": 8192.0, "completions/max_terminated_length": 6971.333333333333, "completions/mean_length": 2042.4896647135417, "completions/mean_terminated_length": 1825.8701578776042, "completions/min_length": 314.0, "completions/min_terminated_length": 314.0, "epoch": 0.4032, "grad_norm": 0.10179228335618973, "kl": 0.031634012858072914, "learning_rate": 2.41025641025641e-06, "loss": 0.0337, "num_tokens": 13138633.0, "reward": 1.8541667064030964, "reward_std": 0.20934962232907614, "rewards/accuracy_reward/mean": 0.8958333333333334, "rewards/accuracy_reward/std": 0.3057904740174611, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.197714701294899, "step": 63 }, { "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": 0.038194444444444454, "completions/max_length": 8192.0, "completions/max_terminated_length": 7261.666666666667, "completions/mean_length": 1903.9722493489583, "completions/mean_terminated_length": 1650.5534261067708, "completions/min_length": 227.66666666666666, "completions/min_terminated_length": 227.66666666666666, "epoch": 0.4224, "grad_norm": 0.10856553167104721, "kl": 0.031336466471354164, "learning_rate": 2.3333333333333336e-06, "loss": 0.0397, "num_tokens": 13714469.0, "reward": 1.8819444576899211, "reward_std": 0.15875921150048575, "rewards/accuracy_reward/mean": 0.9270833333333334, "rewards/accuracy_reward/std": 0.2572407325108846, "rewards/format_reward/mean": 0.9548611044883728, "rewards/format_reward/std": 0.19624211142460504, "step": 66 }, { "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": 0.038194444444444454, "completions/max_length": 7431.666666666667, "completions/max_terminated_length": 7204.666666666667, "completions/mean_length": 1631.7222900390625, "completions/mean_terminated_length": 1369.1958414713542, "completions/min_length": 245.0, "completions/min_terminated_length": 245.0, "epoch": 0.4416, "grad_norm": 0.11824989318847656, "kl": 0.03619384765625, "learning_rate": 2.2564102564102562e-06, "loss": 0.0374, "num_tokens": 14208711.0, "reward": 1.81250003973643, "reward_std": 0.16117709378401437, "rewards/accuracy_reward/mean": 0.8611111044883728, "rewards/accuracy_reward/std": 0.3456921974817912, "rewards/format_reward/mean": 0.9513888955116272, "rewards/format_reward/std": 0.20108659317096075, "step": 69 }, { "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": 0.041666666666666664, "completions/max_length": 8192.0, "completions/max_terminated_length": 6924.666666666667, "completions/mean_length": 1506.6423746744792, "completions/mean_terminated_length": 1216.2833251953125, "completions/min_length": 246.0, "completions/min_terminated_length": 246.0, "epoch": 0.4608, "grad_norm": 0.1255887746810913, "kl": 0.053243001302083336, "learning_rate": 2.1794871794871793e-06, "loss": 0.0383, "num_tokens": 14664410.0, "reward": 1.9236111640930176, "reward_std": 0.10031624138355255, "rewards/accuracy_reward/mean": 0.9548611044883728, "rewards/accuracy_reward/std": 0.2063711335261663, "rewards/format_reward/mean": 0.968749980131785, "rewards/format_reward/std": 0.16793753455082575, "step": 72 }, { "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": 0.024305555555555542, "completions/max_length": 7341.0, "completions/max_terminated_length": 7337.666666666667, "completions/mean_length": 1445.312520345052, "completions/mean_terminated_length": 1281.9166463216145, "completions/min_length": 166.66666666666666, "completions/min_terminated_length": 166.66666666666666, "epoch": 0.48, "grad_norm": 0.14921000599861145, "kl": 0.042795817057291664, "learning_rate": 2.1025641025641023e-06, "loss": 0.036, "num_tokens": 15103004.0, "reward": 1.87500003973643, "reward_std": 0.11799862856666248, "rewards/accuracy_reward/mean": 0.9027777711550394, "rewards/accuracy_reward/std": 0.28232812881469727, "rewards/format_reward/mean": 0.9722222089767456, "rewards/format_reward/std": 0.1211421936750412, "step": 75 }, { "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": 0.045138888888888874, "completions/max_length": 7986.666666666667, "completions/max_terminated_length": 7702.333333333333, "completions/mean_length": 1538.5555826822917, "completions/mean_terminated_length": 1232.4976399739583, "completions/min_length": 201.0, "completions/min_terminated_length": 201.0, "epoch": 0.4992, "grad_norm": 0.09636721014976501, "kl": 0.04656982421875, "learning_rate": 2.0256410256410254e-06, "loss": 0.0377, "num_tokens": 15574308.0, "reward": 1.87500003973643, "reward_std": 0.10612767189741135, "rewards/accuracy_reward/mean": 0.9166666666666666, "rewards/accuracy_reward/std": 0.26633305847644806, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.16222142179807028, "step": 78 }, { "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": 0.038194444444444454, "completions/max_length": 8137.666666666667, "completions/max_terminated_length": 7975.0, "completions/mean_length": 1834.2222900390625, "completions/mean_terminated_length": 1581.649169921875, "completions/min_length": 203.0, "completions/min_terminated_length": 203.0, "epoch": 0.5184, "grad_norm": 0.9437447786331177, "kl": 0.051630655924479164, "learning_rate": 1.9487179487179485e-06, "loss": 0.0323, "num_tokens": 16131508.0, "reward": 1.8506944974263508, "reward_std": 0.13935044904549918, "rewards/accuracy_reward/mean": 0.8923611044883728, "rewards/accuracy_reward/std": 0.30875815947850543, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.18958522379398346, "step": 81 }, { "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": 0.045138888888888916, "completions/max_length": 8192.0, "completions/max_terminated_length": 7797.666666666667, "completions/mean_length": 1368.4097900390625, "completions/mean_terminated_length": 1047.0757649739583, "completions/min_length": 174.33333333333334, "completions/min_terminated_length": 174.33333333333334, "epoch": 0.5376, "grad_norm": 0.12685449421405792, "kl": 0.043909708658854164, "learning_rate": 1.8717948717948718e-06, "loss": 0.0486, "num_tokens": 16552250.0, "reward": 1.9166667064030964, "reward_std": 0.08621161431074142, "rewards/accuracy_reward/mean": 0.9583333333333334, "rewards/accuracy_reward/std": 0.19592776894569397, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.18958522627751032, "step": 84 }, { "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": 0.00694444444444442, "completions/max_length": 8058.0, "completions/max_terminated_length": 7524.0, "completions/mean_length": 1276.295166015625, "completions/mean_terminated_length": 1228.2986246744792, "completions/min_length": 176.33333333333334, "completions/min_terminated_length": 176.33333333333334, "epoch": 0.5568, "grad_norm": 0.10477358847856522, "kl": 0.041203816731770836, "learning_rate": 1.7948717948717948e-06, "loss": 0.03, "num_tokens": 16944123.0, "reward": 1.93750003973643, "reward_std": 0.0895579606294632, "rewards/accuracy_reward/mean": 0.9513888955116272, "rewards/accuracy_reward/std": 0.21386653184890747, "rewards/format_reward/mean": 0.9861111044883728, "rewards/format_reward/std": 0.11590000490347545, "step": 87 }, { "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": 0.048611111111111126, "completions/max_length": 7305.0, "completions/max_terminated_length": 6282.333333333333, "completions/mean_length": 1492.5034993489583, "completions/mean_terminated_length": 1149.2331136067708, "completions/min_length": 252.0, "completions/min_terminated_length": 252.0, "epoch": 0.576, "grad_norm": 0.13828961551189423, "kl": 0.037953694661458336, "learning_rate": 1.7179487179487177e-06, "loss": 0.0362, "num_tokens": 17398714.0, "reward": 1.8854167064030964, "reward_std": 0.10882141316930453, "rewards/accuracy_reward/mean": 0.9375, "rewards/accuracy_reward/std": 0.24268604318300882, "rewards/format_reward/mean": 0.9479166666666666, "rewards/format_reward/std": 0.17973358432451883, "step": 90 }, { "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": 0.03125, "completions/max_length": 8192.0, "completions/max_terminated_length": 7929.0, "completions/mean_length": 1596.2466227213542, "completions/mean_terminated_length": 1390.1203206380208, "completions/min_length": 207.0, "completions/min_terminated_length": 207.0, "epoch": 0.5952, "grad_norm": 0.10115975886583328, "kl": 0.037958780924479164, "learning_rate": 1.641025641025641e-06, "loss": 0.0531, "num_tokens": 17882805.0, "reward": 1.8784722487131755, "reward_std": 0.08846472824613254, "rewards/accuracy_reward/mean": 0.906250019868215, "rewards/accuracy_reward/std": 0.28532982369263965, "rewards/format_reward/mean": 0.9722222288449606, "rewards/format_reward/std": 0.1563331459959348, "step": 93 }, { "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": 0.03472222222222221, "completions/max_length": 6898.333333333333, "completions/max_terminated_length": 6688.666666666667, "completions/mean_length": 1595.3646647135417, "completions/mean_terminated_length": 1364.8641357421875, "completions/min_length": 208.66666666666666, "completions/min_terminated_length": 208.66666666666666, "epoch": 0.6144, "grad_norm": 0.08329301327466965, "kl": 0.038645426432291664, "learning_rate": 1.564102564102564e-06, "loss": 0.0404, "num_tokens": 18366630.0, "reward": 1.9097222884496052, "reward_std": 0.1264843593041102, "rewards/accuracy_reward/mean": 0.9513888756434122, "rewards/accuracy_reward/std": 0.21502756575743356, "rewards/format_reward/mean": 0.9583333333333334, "rewards/format_reward/std": 0.18493476013342539, "step": 96 }, { "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": 0.038194444444444454, "completions/max_length": 7504.666666666667, "completions/max_terminated_length": 6996.0, "completions/mean_length": 1620.4861246744792, "completions/mean_terminated_length": 1355.0765380859375, "completions/min_length": 182.66666666666666, "completions/min_terminated_length": 182.66666666666666, "epoch": 0.6336, "grad_norm": 0.07651077955961227, "kl": 0.038045247395833336, "learning_rate": 1.487179487179487e-06, "loss": 0.0408, "num_tokens": 18857216.0, "reward": 1.9131944576899211, "reward_std": 0.03627380480368932, "rewards/accuracy_reward/mean": 0.9479166666666666, "rewards/accuracy_reward/std": 0.19905283798774084, "rewards/format_reward/mean": 0.9652777711550394, "rewards/format_reward/std": 0.13169091691573462, "step": 99 }, { "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": 0.038194444444444454, "completions/max_length": 8192.0, "completions/max_terminated_length": 7569.0, "completions/mean_length": 1601.21533203125, "completions/mean_terminated_length": 1339.799072265625, "completions/min_length": 140.33333333333334, "completions/min_terminated_length": 140.33333333333334, "epoch": 0.6528, "grad_norm": 0.1341271549463272, "kl": 0.035313924153645836, "learning_rate": 1.4102564102564104e-06, "loss": 0.0451, "num_tokens": 19348528.0, "reward": 1.87500003973643, "reward_std": 0.14174888034661612, "rewards/accuracy_reward/mean": 0.9270833333333334, "rewards/accuracy_reward/std": 0.26084429522355396, "rewards/format_reward/mean": 0.9479166666666666, "rewards/format_reward/std": 0.22252296408017477, "step": 102 }, { "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": 0.045138888888888874, "completions/max_length": 8192.0, "completions/max_terminated_length": 7510.666666666667, "completions/mean_length": 1486.263916015625, "completions/mean_terminated_length": 1165.8067626953125, "completions/min_length": 135.33333333333334, "completions/min_terminated_length": 135.33333333333334, "epoch": 0.672, "grad_norm": 0.11015435308218002, "kl": 0.034245808919270836, "learning_rate": 1.3333333333333332e-06, "loss": 0.0214, "num_tokens": 19798676.0, "reward": 1.9166667064030964, "reward_std": 0.0998756115635236, "rewards/accuracy_reward/mean": 0.961805542310079, "rewards/accuracy_reward/std": 0.19221885005633035, "rewards/format_reward/mean": 0.9548611044883728, "rewards/format_reward/std": 0.20372549692789713, "step": 105 }, { "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": 0.03125, "completions/max_length": 7331.0, "completions/max_terminated_length": 7054.666666666667, "completions/mean_length": 1494.9896647135417, "completions/mean_terminated_length": 1280.5859375, "completions/min_length": 221.0, "completions/min_terminated_length": 221.0, "epoch": 0.6912, "grad_norm": 0.11232707649469376, "kl": 0.0319671630859375, "learning_rate": 1.2564102564102563e-06, "loss": 0.0022, "num_tokens": 20265089.0, "reward": 1.8819444974263508, "reward_std": 0.10322195539871852, "rewards/accuracy_reward/mean": 0.9166666666666666, "rewards/accuracy_reward/std": 0.27038883169492084, "rewards/format_reward/mean": 0.9652777711550394, "rewards/format_reward/std": 0.1454235017299652, "step": 108 }, { "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": 0.045138888888888874, "completions/max_length": 7708.333333333333, "completions/max_terminated_length": 6119.333333333333, "completions/mean_length": 1444.1944580078125, "completions/mean_terminated_length": 1120.3043619791667, "completions/min_length": 238.33333333333334, "completions/min_terminated_length": 238.33333333333334, "epoch": 0.7104, "grad_norm": 0.09397315979003906, "kl": 0.029179890950520832, "learning_rate": 1.1794871794871795e-06, "loss": 0.0349, "num_tokens": 20706937.0, "reward": 1.9027778307596843, "reward_std": 0.0833058978120486, "rewards/accuracy_reward/mean": 0.937499980131785, "rewards/accuracy_reward/std": 0.24120144049326578, "rewards/format_reward/mean": 0.9652777711550394, "rewards/format_reward/std": 0.1454235017299652, "step": 111 }, { "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": 0.09027777777777779, "completions/max_length": 8192.0, "completions/max_terminated_length": 7374.666666666667, "completions/mean_length": 1775.2361653645833, "completions/mean_terminated_length": 1136.4374389648438, "completions/min_length": 140.33333333333334, "completions/min_terminated_length": 140.33333333333334, "epoch": 0.7296, "grad_norm": 0.17233380675315857, "kl": 0.0392608642578125, "learning_rate": 1.1025641025641026e-06, "loss": 0.0398, "num_tokens": 21245775.0, "reward": 1.8645833730697632, "reward_std": 0.10707558691501617, "rewards/accuracy_reward/mean": 0.9513888756434122, "rewards/accuracy_reward/std": 0.21238192915916443, "rewards/format_reward/mean": 0.913194457689921, "rewards/format_reward/std": 0.27788423001766205, "step": 114 }, { "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": 0.05902777777777779, "completions/max_length": 7707.333333333333, "completions/max_terminated_length": 6991.333333333333, "completions/mean_length": 1498.5417073567708, "completions/mean_terminated_length": 1070.8243408203125, "completions/min_length": 130.0, "completions/min_terminated_length": 130.0, "epoch": 0.7488, "grad_norm": 0.10053375363349915, "kl": 0.030309041341145832, "learning_rate": 1.0256410256410255e-06, "loss": 0.0379, "num_tokens": 21700377.0, "reward": 1.8506944974263508, "reward_std": 0.1034339318672816, "rewards/accuracy_reward/mean": 0.9097222288449606, "rewards/accuracy_reward/std": 0.2692435334126155, "rewards/format_reward/mean": 0.9409722288449606, "rewards/format_reward/std": 0.18527215222517648, "step": 117 }, { "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": 0.0625, "completions/max_length": 8080.333333333333, "completions/max_terminated_length": 8074.0, "completions/mean_length": 1560.0416666666667, "completions/mean_terminated_length": 1113.6520182291667, "completions/min_length": 227.0, "completions/min_terminated_length": 227.0, "epoch": 0.768, "grad_norm": 0.09212761372327805, "kl": 0.033299763997395836, "learning_rate": 9.487179487179486e-07, "loss": 0.0356, "num_tokens": 22176393.0, "reward": 1.90625003973643, "reward_std": 0.09762249638636906, "rewards/accuracy_reward/mean": 0.9583333333333334, "rewards/accuracy_reward/std": 0.197714701294899, "rewards/format_reward/mean": 0.9479166666666666, "rewards/format_reward/std": 0.1926976442337036, "step": 120 }, { "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": 0.052083333333333336, "completions/max_length": 7240.0, "completions/max_terminated_length": 6940.666666666667, "completions/mean_length": 1487.6284993489583, "completions/mean_terminated_length": 1119.332051595052, "completions/min_length": 180.66666666666666, "completions/min_terminated_length": 180.66666666666666, "epoch": 0.7872, "grad_norm": 0.1242799237370491, "kl": 0.03277587890625, "learning_rate": 8.717948717948718e-07, "loss": 0.0342, "num_tokens": 22636012.0, "reward": 1.857638915379842, "reward_std": 0.10882141441106796, "rewards/accuracy_reward/mean": 0.9166666666666666, "rewards/accuracy_reward/std": 0.23966746032238007, "rewards/format_reward/mean": 0.9409722288449606, "rewards/format_reward/std": 0.18527215222517648, "step": 123 }, { "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": 0.06597222222222221, "completions/max_length": 8192.0, "completions/max_terminated_length": 6789.333333333333, "completions/mean_length": 1534.1597493489583, "completions/mean_terminated_length": 1059.709248860677, "completions/min_length": 198.0, "completions/min_terminated_length": 198.0, "epoch": 0.8064, "grad_norm": 0.09035886079072952, "kl": 0.034245808919270836, "learning_rate": 7.948717948717948e-07, "loss": 0.0458, "num_tokens": 23103896.0, "reward": 1.8854167064030964, "reward_std": 0.1067802719771862, "rewards/accuracy_reward/mean": 0.9583333333333334, "rewards/accuracy_reward/std": 0.18493476261695227, "rewards/format_reward/mean": 0.9270833134651184, "rewards/format_reward/std": 0.2387408266464869, "step": 126 } ], "logging_steps": 3, "max_steps": 156, "num_input_tokens_seen": 23493835, "num_train_epochs": 1, "save_steps": 32, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }