{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.7842076798269337, "eval_steps": 500, "global_step": 3500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 10.742581367492676, "epoch": 0.005408328826392645, "grad_norm": 5.4375, "learning_rate": 2e-06, "loss": 10.7836, "mean_token_accuracy": 0.0, "num_tokens": 10942.0, "step": 5 }, { "entropy": 10.742576122283936, "epoch": 0.01081665765278529, "grad_norm": 5.0, "learning_rate": 4.5e-06, "loss": 10.7725, "mean_token_accuracy": 0.0, "num_tokens": 21887.0, "step": 10 }, { "entropy": 10.742580318450928, "epoch": 0.016224986479177934, "grad_norm": 5.46875, "learning_rate": 7e-06, "loss": 10.7688, "mean_token_accuracy": 0.0, "num_tokens": 34345.0, "step": 15 }, { "entropy": 10.74259843826294, "epoch": 0.02163331530557058, "grad_norm": 5.3125, "learning_rate": 9.5e-06, "loss": 10.6831, "mean_token_accuracy": 0.0005558153847232461, "num_tokens": 45445.0, "step": 20 }, { "entropy": 10.742469692230225, "epoch": 0.02704164413196322, "grad_norm": 4.34375, "learning_rate": 1.2e-05, "loss": 10.5988, "mean_token_accuracy": 0.007499191560782492, "num_tokens": 58237.0, "step": 25 }, { "entropy": 10.742159843444824, "epoch": 0.03244997295835587, "grad_norm": 4.25, "learning_rate": 1.4500000000000002e-05, "loss": 10.4088, "mean_token_accuracy": 0.031410138495266436, "num_tokens": 68098.0, "step": 30 }, { "entropy": 10.740957832336425, "epoch": 0.03785830178474851, "grad_norm": 3.203125, "learning_rate": 1.7000000000000003e-05, "loss": 10.2937, "mean_token_accuracy": 0.04090985879302025, "num_tokens": 79867.0, "step": 35 }, { "entropy": 10.738431835174561, "epoch": 0.04326663061114116, "grad_norm": 2.625, "learning_rate": 1.95e-05, "loss": 10.1592, "mean_token_accuracy": 0.037697183154523375, "num_tokens": 91257.0, "step": 40 }, { "entropy": 10.735397911071777, "epoch": 0.048674959437533805, "grad_norm": 2.1875, "learning_rate": 2.2e-05, "loss": 10.0705, "mean_token_accuracy": 0.04106438439339399, "num_tokens": 103474.0, "step": 45 }, { "entropy": 10.733191680908202, "epoch": 0.05408328826392644, "grad_norm": 2.28125, "learning_rate": 2.4500000000000003e-05, "loss": 9.9433, "mean_token_accuracy": 0.037430111691355704, "num_tokens": 114830.0, "step": 50 }, { "entropy": 10.732486057281495, "epoch": 0.05949161709031909, "grad_norm": 2.046875, "learning_rate": 2.7e-05, "loss": 9.8905, "mean_token_accuracy": 0.036898509971797465, "num_tokens": 126017.0, "step": 55 }, { "entropy": 10.73141107559204, "epoch": 0.06489994591671173, "grad_norm": 2.03125, "learning_rate": 2.95e-05, "loss": 9.8185, "mean_token_accuracy": 0.04504128023982048, "num_tokens": 138509.0, "step": 60 }, { "entropy": 10.729285430908202, "epoch": 0.07030827474310439, "grad_norm": 1.96875, "learning_rate": 3.2e-05, "loss": 9.764, "mean_token_accuracy": 0.0458514004945755, "num_tokens": 148353.0, "step": 65 }, { "entropy": 10.726380920410156, "epoch": 0.07571660356949703, "grad_norm": 1.9140625, "learning_rate": 3.4500000000000005e-05, "loss": 9.7481, "mean_token_accuracy": 0.04072931818664074, "num_tokens": 160269.0, "step": 70 }, { "entropy": 10.723598289489747, "epoch": 0.08112493239588967, "grad_norm": 2.0, "learning_rate": 3.7e-05, "loss": 9.6457, "mean_token_accuracy": 0.040256797894835473, "num_tokens": 171568.0, "step": 75 }, { "entropy": 10.720184516906738, "epoch": 0.08653326122228232, "grad_norm": 2.046875, "learning_rate": 3.95e-05, "loss": 9.5709, "mean_token_accuracy": 0.04319700971245766, "num_tokens": 184243.0, "step": 80 }, { "entropy": 10.715407657623292, "epoch": 0.09194159004867496, "grad_norm": 2.0, "learning_rate": 4.2000000000000004e-05, "loss": 9.5081, "mean_token_accuracy": 0.044286393001675604, "num_tokens": 194887.0, "step": 85 }, { "entropy": 10.70880765914917, "epoch": 0.09734991887506761, "grad_norm": 1.9453125, "learning_rate": 4.45e-05, "loss": 9.4386, "mean_token_accuracy": 0.04779103547334671, "num_tokens": 206476.0, "step": 90 }, { "entropy": 10.699271774291992, "epoch": 0.10275824770146025, "grad_norm": 1.9453125, "learning_rate": 4.7000000000000004e-05, "loss": 9.3288, "mean_token_accuracy": 0.052064205333590505, "num_tokens": 216578.0, "step": 95 }, { "entropy": 10.6855544090271, "epoch": 0.10816657652785289, "grad_norm": 1.90625, "learning_rate": 4.9500000000000004e-05, "loss": 9.2367, "mean_token_accuracy": 0.05270014926791191, "num_tokens": 226941.0, "step": 100 }, { "entropy": 10.670534229278564, "epoch": 0.11357490535424554, "grad_norm": 1.8828125, "learning_rate": 5.2e-05, "loss": 9.1416, "mean_token_accuracy": 0.05506536141037941, "num_tokens": 238060.0, "step": 105 }, { "entropy": 10.650165462493897, "epoch": 0.11898323418063818, "grad_norm": 2.015625, "learning_rate": 5.45e-05, "loss": 8.998, "mean_token_accuracy": 0.06617085449397564, "num_tokens": 249137.0, "step": 110 }, { "entropy": 10.614893913269043, "epoch": 0.12439156300703083, "grad_norm": 1.8984375, "learning_rate": 5.7e-05, "loss": 8.9011, "mean_token_accuracy": 0.0645027995109558, "num_tokens": 260712.0, "step": 115 }, { "entropy": 10.56815938949585, "epoch": 0.12979989183342347, "grad_norm": 1.921875, "learning_rate": 5.9499999999999996e-05, "loss": 8.7629, "mean_token_accuracy": 0.06179735250771046, "num_tokens": 271039.0, "step": 120 }, { "entropy": 10.511663913726807, "epoch": 0.1352082206598161, "grad_norm": 1.984375, "learning_rate": 6.2e-05, "loss": 8.6203, "mean_token_accuracy": 0.0636001892387867, "num_tokens": 281353.0, "step": 125 }, { "entropy": 10.432361125946045, "epoch": 0.14061654948620878, "grad_norm": 1.671875, "learning_rate": 6.450000000000001e-05, "loss": 8.5429, "mean_token_accuracy": 0.07175168134272099, "num_tokens": 292221.0, "step": 130 }, { "entropy": 10.352851963043213, "epoch": 0.1460248783126014, "grad_norm": 1.671875, "learning_rate": 6.7e-05, "loss": 8.4081, "mean_token_accuracy": 0.06957007274031639, "num_tokens": 303353.0, "step": 135 }, { "entropy": 10.268811798095703, "epoch": 0.15143320713899405, "grad_norm": 1.5703125, "learning_rate": 6.950000000000001e-05, "loss": 8.292, "mean_token_accuracy": 0.07166561894118786, "num_tokens": 314165.0, "step": 140 }, { "entropy": 10.154801845550537, "epoch": 0.1568415359653867, "grad_norm": 1.5234375, "learning_rate": 7.2e-05, "loss": 8.1152, "mean_token_accuracy": 0.06947772391140461, "num_tokens": 326387.0, "step": 145 }, { "entropy": 10.024849987030029, "epoch": 0.16224986479177933, "grad_norm": 1.46875, "learning_rate": 7.45e-05, "loss": 8.0602, "mean_token_accuracy": 0.06997468769550323, "num_tokens": 339155.0, "step": 150 }, { "entropy": 9.84305181503296, "epoch": 0.167658193618172, "grad_norm": 1.609375, "learning_rate": 7.7e-05, "loss": 7.9106, "mean_token_accuracy": 0.07246845588088036, "num_tokens": 350643.0, "step": 155 }, { "entropy": 9.628917694091797, "epoch": 0.17306652244456464, "grad_norm": 1.296875, "learning_rate": 7.950000000000001e-05, "loss": 7.7825, "mean_token_accuracy": 0.07223140001296997, "num_tokens": 361977.0, "step": 160 }, { "entropy": 9.454836750030518, "epoch": 0.17847485127095727, "grad_norm": 1.359375, "learning_rate": 8.2e-05, "loss": 7.7462, "mean_token_accuracy": 0.07521784901618958, "num_tokens": 373604.0, "step": 165 }, { "entropy": 9.20318956375122, "epoch": 0.1838831800973499, "grad_norm": 0.98046875, "learning_rate": 8.450000000000001e-05, "loss": 7.6587, "mean_token_accuracy": 0.07736964598298073, "num_tokens": 384306.0, "step": 170 }, { "entropy": 8.976179218292236, "epoch": 0.18929150892374255, "grad_norm": 1.015625, "learning_rate": 8.7e-05, "loss": 7.5228, "mean_token_accuracy": 0.08294685482978821, "num_tokens": 396479.0, "step": 175 }, { "entropy": 8.758621406555175, "epoch": 0.19469983775013522, "grad_norm": 0.95703125, "learning_rate": 8.95e-05, "loss": 7.4294, "mean_token_accuracy": 0.08506134003400803, "num_tokens": 408489.0, "step": 180 }, { "entropy": 8.530921840667725, "epoch": 0.20010816657652786, "grad_norm": 1.0078125, "learning_rate": 9.2e-05, "loss": 7.3995, "mean_token_accuracy": 0.08729378059506417, "num_tokens": 419339.0, "step": 185 }, { "entropy": 8.382069301605224, "epoch": 0.2055164954029205, "grad_norm": 0.9296875, "learning_rate": 9.45e-05, "loss": 7.3478, "mean_token_accuracy": 0.08495231121778488, "num_tokens": 430486.0, "step": 190 }, { "entropy": 8.212819290161132, "epoch": 0.21092482422931313, "grad_norm": 0.92578125, "learning_rate": 9.7e-05, "loss": 7.3377, "mean_token_accuracy": 0.08699661865830421, "num_tokens": 440414.0, "step": 195 }, { "entropy": 8.141395664215088, "epoch": 0.21633315305570577, "grad_norm": 0.84375, "learning_rate": 9.95e-05, "loss": 7.2746, "mean_token_accuracy": 0.0853013277053833, "num_tokens": 451475.0, "step": 200 }, { "entropy": 8.020270109176636, "epoch": 0.22174148188209844, "grad_norm": 0.86328125, "learning_rate": 0.000102, "loss": 7.3305, "mean_token_accuracy": 0.08908139243721962, "num_tokens": 462053.0, "step": 205 }, { "entropy": 8.034120750427245, "epoch": 0.22714981070849108, "grad_norm": 0.9609375, "learning_rate": 0.00010449999999999999, "loss": 7.2768, "mean_token_accuracy": 0.08668714761734009, "num_tokens": 473207.0, "step": 210 }, { "entropy": 7.990876579284668, "epoch": 0.23255813953488372, "grad_norm": 0.9140625, "learning_rate": 0.000107, "loss": 7.2574, "mean_token_accuracy": 0.08839641213417053, "num_tokens": 484999.0, "step": 215 }, { "entropy": 7.926925563812256, "epoch": 0.23796646836127636, "grad_norm": 0.9453125, "learning_rate": 0.0001095, "loss": 7.2424, "mean_token_accuracy": 0.08917610868811607, "num_tokens": 496772.0, "step": 220 }, { "entropy": 7.89932656288147, "epoch": 0.24337479718766902, "grad_norm": 1.0, "learning_rate": 0.000112, "loss": 7.222, "mean_token_accuracy": 0.08830738216638565, "num_tokens": 507782.0, "step": 225 }, { "entropy": 7.855933761596679, "epoch": 0.24878312601406166, "grad_norm": 1.1328125, "learning_rate": 0.0001145, "loss": 7.1208, "mean_token_accuracy": 0.09142142534255981, "num_tokens": 518950.0, "step": 230 }, { "entropy": 7.874954509735107, "epoch": 0.2541914548404543, "grad_norm": 0.984375, "learning_rate": 0.00011700000000000001, "loss": 7.1844, "mean_token_accuracy": 0.09523893147706985, "num_tokens": 530795.0, "step": 235 }, { "entropy": 7.853066539764404, "epoch": 0.25959978366684694, "grad_norm": 1.0234375, "learning_rate": 0.00011949999999999999, "loss": 7.202, "mean_token_accuracy": 0.09066410064697265, "num_tokens": 542878.0, "step": 240 }, { "entropy": 7.815495109558105, "epoch": 0.2650081124932396, "grad_norm": 0.93359375, "learning_rate": 0.000122, "loss": 7.0976, "mean_token_accuracy": 0.09599302783608436, "num_tokens": 553682.0, "step": 245 }, { "entropy": 7.718054342269897, "epoch": 0.2704164413196322, "grad_norm": 0.9453125, "learning_rate": 0.0001245, "loss": 7.0854, "mean_token_accuracy": 0.10266833081841469, "num_tokens": 564433.0, "step": 250 }, { "entropy": 7.75045108795166, "epoch": 0.27582477014602486, "grad_norm": 1.0859375, "learning_rate": 0.000127, "loss": 7.1247, "mean_token_accuracy": 0.09944702386856079, "num_tokens": 576001.0, "step": 255 }, { "entropy": 7.712650632858276, "epoch": 0.28123309897241755, "grad_norm": 1.1796875, "learning_rate": 0.0001295, "loss": 7.0446, "mean_token_accuracy": 0.10567303821444511, "num_tokens": 587138.0, "step": 260 }, { "entropy": 7.598682832717896, "epoch": 0.2866414277988102, "grad_norm": 1.015625, "learning_rate": 0.000132, "loss": 7.0066, "mean_token_accuracy": 0.10336644649505615, "num_tokens": 597572.0, "step": 265 }, { "entropy": 7.61051869392395, "epoch": 0.2920497566252028, "grad_norm": 1.0625, "learning_rate": 0.00013450000000000002, "loss": 6.9642, "mean_token_accuracy": 0.10717165470123291, "num_tokens": 608879.0, "step": 270 }, { "entropy": 7.656619739532471, "epoch": 0.29745808545159547, "grad_norm": 1.21875, "learning_rate": 0.00013700000000000002, "loss": 7.0022, "mean_token_accuracy": 0.09820161312818527, "num_tokens": 620439.0, "step": 275 }, { "entropy": 7.668045330047607, "epoch": 0.3028664142779881, "grad_norm": 0.9453125, "learning_rate": 0.0001395, "loss": 7.0632, "mean_token_accuracy": 0.10111433267593384, "num_tokens": 632543.0, "step": 280 }, { "entropy": 7.635419225692749, "epoch": 0.30827474310438074, "grad_norm": 0.94140625, "learning_rate": 0.00014199999999999998, "loss": 7.1026, "mean_token_accuracy": 0.10522567853331566, "num_tokens": 643369.0, "step": 285 }, { "entropy": 7.584413766860962, "epoch": 0.3136830719307734, "grad_norm": 0.86328125, "learning_rate": 0.0001445, "loss": 6.9646, "mean_token_accuracy": 0.1047127217054367, "num_tokens": 655328.0, "step": 290 }, { "entropy": 7.67089467048645, "epoch": 0.319091400757166, "grad_norm": 1.015625, "learning_rate": 0.000147, "loss": 7.0248, "mean_token_accuracy": 0.10310934484004974, "num_tokens": 665780.0, "step": 295 }, { "entropy": 7.552512168884277, "epoch": 0.32449972958355866, "grad_norm": 1.0546875, "learning_rate": 0.0001495, "loss": 6.9293, "mean_token_accuracy": 0.10721782594919205, "num_tokens": 676566.0, "step": 300 }, { "entropy": 7.559945297241211, "epoch": 0.3299080584099513, "grad_norm": 1.0546875, "learning_rate": 0.000152, "loss": 6.9251, "mean_token_accuracy": 0.1060689315199852, "num_tokens": 687407.0, "step": 305 }, { "entropy": 7.49097957611084, "epoch": 0.335316387236344, "grad_norm": 0.984375, "learning_rate": 0.00015450000000000001, "loss": 6.8497, "mean_token_accuracy": 0.11217133775353431, "num_tokens": 698162.0, "step": 310 }, { "entropy": 7.46426739692688, "epoch": 0.34072471606273663, "grad_norm": 1.0234375, "learning_rate": 0.000157, "loss": 6.8316, "mean_token_accuracy": 0.10524874627590179, "num_tokens": 708743.0, "step": 315 }, { "entropy": 7.558863353729248, "epoch": 0.34613304488912927, "grad_norm": 1.09375, "learning_rate": 0.0001595, "loss": 7.0442, "mean_token_accuracy": 0.11182164400815964, "num_tokens": 719828.0, "step": 320 }, { "entropy": 7.583437824249268, "epoch": 0.3515413737155219, "grad_norm": 1.078125, "learning_rate": 0.000162, "loss": 6.9937, "mean_token_accuracy": 0.1039721980690956, "num_tokens": 732514.0, "step": 325 }, { "entropy": 7.449002027511597, "epoch": 0.35694970254191455, "grad_norm": 1.03125, "learning_rate": 0.00016450000000000001, "loss": 6.8317, "mean_token_accuracy": 0.11070109233260154, "num_tokens": 742391.0, "step": 330 }, { "entropy": 7.36940336227417, "epoch": 0.3623580313683072, "grad_norm": 1.1875, "learning_rate": 0.00016700000000000002, "loss": 6.8335, "mean_token_accuracy": 0.10628218725323677, "num_tokens": 753638.0, "step": 335 }, { "entropy": 7.5532920360565186, "epoch": 0.3677663601946998, "grad_norm": 1.109375, "learning_rate": 0.00016950000000000003, "loss": 7.0485, "mean_token_accuracy": 0.10574989169836044, "num_tokens": 764850.0, "step": 340 }, { "entropy": 7.4345468044281, "epoch": 0.37317468902109246, "grad_norm": 1.0625, "learning_rate": 0.00017199999999999998, "loss": 6.8115, "mean_token_accuracy": 0.11775769889354706, "num_tokens": 776192.0, "step": 345 }, { "entropy": 7.336619281768799, "epoch": 0.3785830178474851, "grad_norm": 1.0546875, "learning_rate": 0.00017449999999999999, "loss": 6.7691, "mean_token_accuracy": 0.11614358723163605, "num_tokens": 787051.0, "step": 350 }, { "entropy": 7.326699829101562, "epoch": 0.3839913466738778, "grad_norm": 1.140625, "learning_rate": 0.000177, "loss": 6.7934, "mean_token_accuracy": 0.11272966936230659, "num_tokens": 799281.0, "step": 355 }, { "entropy": 7.331569719314575, "epoch": 0.38939967550027044, "grad_norm": 1.0078125, "learning_rate": 0.0001795, "loss": 6.813, "mean_token_accuracy": 0.11107392236590385, "num_tokens": 810003.0, "step": 360 }, { "entropy": 7.336561441421509, "epoch": 0.3948080043266631, "grad_norm": 1.1796875, "learning_rate": 0.000182, "loss": 6.7821, "mean_token_accuracy": 0.11116143241524697, "num_tokens": 819749.0, "step": 365 }, { "entropy": 7.329193019866944, "epoch": 0.4002163331530557, "grad_norm": 1.015625, "learning_rate": 0.0001845, "loss": 6.7888, "mean_token_accuracy": 0.11996297091245652, "num_tokens": 830552.0, "step": 370 }, { "entropy": 7.390970516204834, "epoch": 0.40562466197944835, "grad_norm": 1.3125, "learning_rate": 0.000187, "loss": 6.8901, "mean_token_accuracy": 0.1121357448399067, "num_tokens": 840495.0, "step": 375 }, { "entropy": 7.275109004974365, "epoch": 0.411032990805841, "grad_norm": 1.0234375, "learning_rate": 0.0001895, "loss": 6.8114, "mean_token_accuracy": 0.1169951744377613, "num_tokens": 852915.0, "step": 380 }, { "entropy": 7.377492761611938, "epoch": 0.41644131963223363, "grad_norm": 1.203125, "learning_rate": 0.000192, "loss": 6.7822, "mean_token_accuracy": 0.11362324208021164, "num_tokens": 862762.0, "step": 385 }, { "entropy": 7.277709007263184, "epoch": 0.42184964845862627, "grad_norm": 1.171875, "learning_rate": 0.0001945, "loss": 6.7274, "mean_token_accuracy": 0.11747928410768509, "num_tokens": 873023.0, "step": 390 }, { "entropy": 7.28900933265686, "epoch": 0.4272579772850189, "grad_norm": 1.1484375, "learning_rate": 0.00019700000000000002, "loss": 6.8274, "mean_token_accuracy": 0.10971275642514229, "num_tokens": 885281.0, "step": 395 }, { "entropy": 7.2772074222564695, "epoch": 0.43266630611141155, "grad_norm": 1.125, "learning_rate": 0.00019950000000000002, "loss": 6.8206, "mean_token_accuracy": 0.11502003371715545, "num_tokens": 896210.0, "step": 400 }, { "entropy": 7.189112377166748, "epoch": 0.43807463493780424, "grad_norm": 1.109375, "learning_rate": 0.000202, "loss": 6.7468, "mean_token_accuracy": 0.11514622867107391, "num_tokens": 909028.0, "step": 405 }, { "entropy": 7.229736566543579, "epoch": 0.4434829637641969, "grad_norm": 1.1484375, "learning_rate": 0.00020449999999999998, "loss": 6.6815, "mean_token_accuracy": 0.11853564456105233, "num_tokens": 919710.0, "step": 410 }, { "entropy": 7.304251861572266, "epoch": 0.4488912925905895, "grad_norm": 1.09375, "learning_rate": 0.000207, "loss": 6.736, "mean_token_accuracy": 0.11397984251379967, "num_tokens": 930019.0, "step": 415 }, { "entropy": 7.166671371459961, "epoch": 0.45429962141698216, "grad_norm": 0.99609375, "learning_rate": 0.0002095, "loss": 6.6524, "mean_token_accuracy": 0.11951824501156808, "num_tokens": 940535.0, "step": 420 }, { "entropy": 7.0795973777771, "epoch": 0.4597079502433748, "grad_norm": 1.1015625, "learning_rate": 0.000212, "loss": 6.6119, "mean_token_accuracy": 0.12140549421310425, "num_tokens": 951390.0, "step": 425 }, { "entropy": 7.141013669967651, "epoch": 0.46511627906976744, "grad_norm": 1.1328125, "learning_rate": 0.0002145, "loss": 6.6636, "mean_token_accuracy": 0.1212614968419075, "num_tokens": 963010.0, "step": 430 }, { "entropy": 7.112875986099243, "epoch": 0.4705246078961601, "grad_norm": 1.0625, "learning_rate": 0.00021700000000000002, "loss": 6.6152, "mean_token_accuracy": 0.12599240839481354, "num_tokens": 974032.0, "step": 435 }, { "entropy": 7.222216367721558, "epoch": 0.4759329367225527, "grad_norm": 1.203125, "learning_rate": 0.0002195, "loss": 6.6586, "mean_token_accuracy": 0.11954770833253861, "num_tokens": 983954.0, "step": 440 }, { "entropy": 7.11478705406189, "epoch": 0.48134126554894535, "grad_norm": 1.2421875, "learning_rate": 0.000222, "loss": 6.689, "mean_token_accuracy": 0.12196131646633149, "num_tokens": 994135.0, "step": 445 }, { "entropy": 7.173604154586792, "epoch": 0.48674959437533805, "grad_norm": 1.109375, "learning_rate": 0.0002245, "loss": 6.6493, "mean_token_accuracy": 0.12306504994630814, "num_tokens": 1006275.0, "step": 450 }, { "entropy": 6.988444137573242, "epoch": 0.4921579232017307, "grad_norm": 1.234375, "learning_rate": 0.00022700000000000002, "loss": 6.4801, "mean_token_accuracy": 0.129085473716259, "num_tokens": 1017767.0, "step": 455 }, { "entropy": 7.0636707782745365, "epoch": 0.4975662520281233, "grad_norm": 1.1015625, "learning_rate": 0.00022950000000000002, "loss": 6.6038, "mean_token_accuracy": 0.1241903193295002, "num_tokens": 1028286.0, "step": 460 }, { "entropy": 7.059632682800293, "epoch": 0.502974580854516, "grad_norm": 1.1171875, "learning_rate": 0.00023200000000000003, "loss": 6.6151, "mean_token_accuracy": 0.12029262557625771, "num_tokens": 1040555.0, "step": 465 }, { "entropy": 7.171442461013794, "epoch": 0.5083829096809086, "grad_norm": 0.984375, "learning_rate": 0.00023449999999999998, "loss": 6.7175, "mean_token_accuracy": 0.1209532730281353, "num_tokens": 1053668.0, "step": 470 }, { "entropy": 7.12706880569458, "epoch": 0.5137912385073012, "grad_norm": 1.0703125, "learning_rate": 0.000237, "loss": 6.6597, "mean_token_accuracy": 0.11960283890366555, "num_tokens": 1066042.0, "step": 475 }, { "entropy": 6.984622383117676, "epoch": 0.5191995673336939, "grad_norm": 1.171875, "learning_rate": 0.0002395, "loss": 6.6701, "mean_token_accuracy": 0.12059814557433128, "num_tokens": 1077843.0, "step": 480 }, { "entropy": 7.047416830062867, "epoch": 0.5246078961600865, "grad_norm": 1.0546875, "learning_rate": 0.000242, "loss": 6.5605, "mean_token_accuracy": 0.1252925641834736, "num_tokens": 1089448.0, "step": 485 }, { "entropy": 7.041959238052368, "epoch": 0.5300162249864792, "grad_norm": 1.1015625, "learning_rate": 0.0002445, "loss": 6.6615, "mean_token_accuracy": 0.12150585278868675, "num_tokens": 1100989.0, "step": 490 }, { "entropy": 7.162778997421265, "epoch": 0.5354245538128718, "grad_norm": 1.046875, "learning_rate": 0.000247, "loss": 6.7004, "mean_token_accuracy": 0.1256784491240978, "num_tokens": 1113012.0, "step": 495 }, { "entropy": 7.056042337417603, "epoch": 0.5408328826392644, "grad_norm": 1.0390625, "learning_rate": 0.0002495, "loss": 6.6356, "mean_token_accuracy": 0.12231024205684662, "num_tokens": 1123551.0, "step": 500 }, { "epoch": 0.5408328826392644, "eval_entropy": 7.0043568221005525, "eval_loss": 6.780564308166504, "eval_mean_token_accuracy": 0.12075253836810589, "eval_num_tokens": 1123551.0, "eval_runtime": 1.9941, "eval_samples_per_second": 1762.721, "eval_steps_per_second": 220.654, "step": 500 }, { "entropy": 7.074879932403564, "epoch": 0.5462412114656571, "grad_norm": 1.359375, "learning_rate": 0.000252, "loss": 6.5659, "mean_token_accuracy": 0.12208069637417793, "num_tokens": 1133838.0, "step": 505 }, { "entropy": 6.973394107818604, "epoch": 0.5516495402920497, "grad_norm": 1.0078125, "learning_rate": 0.0002545, "loss": 6.6027, "mean_token_accuracy": 0.12259892076253891, "num_tokens": 1146005.0, "step": 510 }, { "entropy": 7.00295934677124, "epoch": 0.5570578691184424, "grad_norm": 1.125, "learning_rate": 0.000257, "loss": 6.6885, "mean_token_accuracy": 0.1244613103568554, "num_tokens": 1157328.0, "step": 515 }, { "entropy": 7.057001447677612, "epoch": 0.5624661979448351, "grad_norm": 0.98046875, "learning_rate": 0.0002595, "loss": 6.4842, "mean_token_accuracy": 0.1322474293410778, "num_tokens": 1168592.0, "step": 520 }, { "entropy": 7.032931184768676, "epoch": 0.5678745267712277, "grad_norm": 1.125, "learning_rate": 0.000262, "loss": 6.6161, "mean_token_accuracy": 0.12481116801500321, "num_tokens": 1178680.0, "step": 525 }, { "entropy": 6.9781468391418455, "epoch": 0.5732828555976204, "grad_norm": 1.1640625, "learning_rate": 0.00026450000000000003, "loss": 6.5535, "mean_token_accuracy": 0.127150696516037, "num_tokens": 1188825.0, "step": 530 }, { "entropy": 7.008031415939331, "epoch": 0.578691184424013, "grad_norm": 1.0078125, "learning_rate": 0.00026700000000000004, "loss": 6.5956, "mean_token_accuracy": 0.12398400753736497, "num_tokens": 1201375.0, "step": 535 }, { "entropy": 7.072990751266479, "epoch": 0.5840995132504057, "grad_norm": 1.125, "learning_rate": 0.00026950000000000005, "loss": 6.7227, "mean_token_accuracy": 0.11844412088394166, "num_tokens": 1211915.0, "step": 540 }, { "entropy": 6.957782316207886, "epoch": 0.5895078420767983, "grad_norm": 1.21875, "learning_rate": 0.00027200000000000005, "loss": 6.6289, "mean_token_accuracy": 0.12811450883746148, "num_tokens": 1223151.0, "step": 545 }, { "entropy": 7.041991472244263, "epoch": 0.5949161709031909, "grad_norm": 1.0625, "learning_rate": 0.0002745, "loss": 6.5414, "mean_token_accuracy": 0.13184184953570366, "num_tokens": 1234229.0, "step": 550 }, { "entropy": 7.023768568038941, "epoch": 0.6003244997295836, "grad_norm": 1.0390625, "learning_rate": 0.000277, "loss": 6.5529, "mean_token_accuracy": 0.13157471716403962, "num_tokens": 1245298.0, "step": 555 }, { "entropy": 6.8409104347229, "epoch": 0.6057328285559762, "grad_norm": 1.1796875, "learning_rate": 0.0002795, "loss": 6.5595, "mean_token_accuracy": 0.12466495037078858, "num_tokens": 1256154.0, "step": 560 }, { "entropy": 6.922661924362183, "epoch": 0.6111411573823688, "grad_norm": 1.1015625, "learning_rate": 0.00028199999999999997, "loss": 6.4705, "mean_token_accuracy": 0.129321701079607, "num_tokens": 1267404.0, "step": 565 }, { "entropy": 6.944332456588745, "epoch": 0.6165494862087615, "grad_norm": 1.0703125, "learning_rate": 0.0002845, "loss": 6.5185, "mean_token_accuracy": 0.12794106900691987, "num_tokens": 1278894.0, "step": 570 }, { "entropy": 6.9090385913848875, "epoch": 0.6219578150351541, "grad_norm": 1.125, "learning_rate": 0.000287, "loss": 6.502, "mean_token_accuracy": 0.13496915996074677, "num_tokens": 1290408.0, "step": 575 }, { "entropy": 6.971935558319092, "epoch": 0.6273661438615468, "grad_norm": 1.1875, "learning_rate": 0.0002895, "loss": 6.5806, "mean_token_accuracy": 0.12681553587317468, "num_tokens": 1301508.0, "step": 580 }, { "entropy": 6.989264011383057, "epoch": 0.6327744726879394, "grad_norm": 1.0546875, "learning_rate": 0.000292, "loss": 6.5447, "mean_token_accuracy": 0.13189456537365912, "num_tokens": 1312551.0, "step": 585 }, { "entropy": 6.965842962265015, "epoch": 0.638182801514332, "grad_norm": 1.21875, "learning_rate": 0.0002945, "loss": 6.6459, "mean_token_accuracy": 0.12647571191191673, "num_tokens": 1324876.0, "step": 590 }, { "entropy": 6.939603042602539, "epoch": 0.6435911303407247, "grad_norm": 1.0703125, "learning_rate": 0.000297, "loss": 6.531, "mean_token_accuracy": 0.12691377103328705, "num_tokens": 1335401.0, "step": 595 }, { "entropy": 6.8328300476074215, "epoch": 0.6489994591671173, "grad_norm": 1.0546875, "learning_rate": 0.0002995, "loss": 6.4707, "mean_token_accuracy": 0.127620816975832, "num_tokens": 1348265.0, "step": 600 }, { "entropy": 6.7745624542236325, "epoch": 0.65440778799351, "grad_norm": 1.109375, "learning_rate": 0.000302, "loss": 6.4306, "mean_token_accuracy": 0.13703566640615464, "num_tokens": 1359078.0, "step": 605 }, { "entropy": 6.712151575088501, "epoch": 0.6598161168199026, "grad_norm": 1.0625, "learning_rate": 0.0003045, "loss": 6.3318, "mean_token_accuracy": 0.13108599931001663, "num_tokens": 1369499.0, "step": 610 }, { "entropy": 6.8127624034881595, "epoch": 0.6652244456462953, "grad_norm": 1.0390625, "learning_rate": 0.000307, "loss": 6.4323, "mean_token_accuracy": 0.1286877028644085, "num_tokens": 1380329.0, "step": 615 }, { "entropy": 6.824408864974975, "epoch": 0.670632774472688, "grad_norm": 1.0078125, "learning_rate": 0.0003095, "loss": 6.5116, "mean_token_accuracy": 0.12648341283202172, "num_tokens": 1393047.0, "step": 620 }, { "entropy": 6.872823572158813, "epoch": 0.6760411032990806, "grad_norm": 0.9140625, "learning_rate": 0.000312, "loss": 6.5067, "mean_token_accuracy": 0.12922688201069832, "num_tokens": 1405600.0, "step": 625 }, { "entropy": 6.811132955551147, "epoch": 0.6814494321254733, "grad_norm": 1.21875, "learning_rate": 0.0003145, "loss": 6.4417, "mean_token_accuracy": 0.13407272696495057, "num_tokens": 1416670.0, "step": 630 }, { "entropy": 6.825539922714233, "epoch": 0.6868577609518659, "grad_norm": 1.0078125, "learning_rate": 0.000317, "loss": 6.4599, "mean_token_accuracy": 0.12846649512648584, "num_tokens": 1428929.0, "step": 635 }, { "entropy": 6.827125072479248, "epoch": 0.6922660897782585, "grad_norm": 1.0703125, "learning_rate": 0.0003195, "loss": 6.3887, "mean_token_accuracy": 0.13251324519515037, "num_tokens": 1439298.0, "step": 640 }, { "entropy": 6.817316055297852, "epoch": 0.6976744186046512, "grad_norm": 1.0703125, "learning_rate": 0.000322, "loss": 6.4844, "mean_token_accuracy": 0.13544763550162314, "num_tokens": 1449853.0, "step": 645 }, { "entropy": 6.891280555725098, "epoch": 0.7030827474310438, "grad_norm": 1.171875, "learning_rate": 0.00032450000000000003, "loss": 6.5515, "mean_token_accuracy": 0.12688857838511466, "num_tokens": 1460816.0, "step": 650 }, { "entropy": 6.740885925292969, "epoch": 0.7084910762574365, "grad_norm": 1.1484375, "learning_rate": 0.00032700000000000003, "loss": 6.4014, "mean_token_accuracy": 0.13262718617916108, "num_tokens": 1473003.0, "step": 655 }, { "entropy": 6.843165111541748, "epoch": 0.7138994050838291, "grad_norm": 1.2265625, "learning_rate": 0.00032950000000000004, "loss": 6.5206, "mean_token_accuracy": 0.1229576200246811, "num_tokens": 1484745.0, "step": 660 }, { "entropy": 6.823391914367676, "epoch": 0.7193077339102217, "grad_norm": 1.03125, "learning_rate": 0.00033200000000000005, "loss": 6.4011, "mean_token_accuracy": 0.13305559009313583, "num_tokens": 1495803.0, "step": 665 }, { "entropy": 6.803869295120239, "epoch": 0.7247160627366144, "grad_norm": 1.2265625, "learning_rate": 0.00033450000000000005, "loss": 6.4092, "mean_token_accuracy": 0.141731408983469, "num_tokens": 1507504.0, "step": 670 }, { "entropy": 6.852431774139404, "epoch": 0.730124391563007, "grad_norm": 0.98046875, "learning_rate": 0.000337, "loss": 6.5033, "mean_token_accuracy": 0.12678006961941718, "num_tokens": 1518765.0, "step": 675 }, { "entropy": 6.650970602035523, "epoch": 0.7355327203893997, "grad_norm": 1.109375, "learning_rate": 0.0003395, "loss": 6.3839, "mean_token_accuracy": 0.1324382781982422, "num_tokens": 1529481.0, "step": 680 }, { "entropy": 6.810516691207885, "epoch": 0.7409410492157923, "grad_norm": 1.2265625, "learning_rate": 0.000342, "loss": 6.3986, "mean_token_accuracy": 0.13725290223956108, "num_tokens": 1539612.0, "step": 685 }, { "entropy": 6.801828384399414, "epoch": 0.7463493780421849, "grad_norm": 0.984375, "learning_rate": 0.00034449999999999997, "loss": 6.558, "mean_token_accuracy": 0.12963267266750336, "num_tokens": 1551370.0, "step": 690 }, { "entropy": 6.8387431621551515, "epoch": 0.7517577068685776, "grad_norm": 1.0625, "learning_rate": 0.000347, "loss": 6.44, "mean_token_accuracy": 0.1378513492643833, "num_tokens": 1561662.0, "step": 695 }, { "entropy": 6.7489661693573, "epoch": 0.7571660356949702, "grad_norm": 0.91796875, "learning_rate": 0.0003495, "loss": 6.4232, "mean_token_accuracy": 0.13230135440826415, "num_tokens": 1573479.0, "step": 700 }, { "entropy": 6.756485414505005, "epoch": 0.7625743645213628, "grad_norm": 1.203125, "learning_rate": 0.000352, "loss": 6.366, "mean_token_accuracy": 0.1389087036252022, "num_tokens": 1583684.0, "step": 705 }, { "entropy": 6.7295139789581295, "epoch": 0.7679826933477556, "grad_norm": 1.0859375, "learning_rate": 0.0003545, "loss": 6.4101, "mean_token_accuracy": 0.13583654090762137, "num_tokens": 1595694.0, "step": 710 }, { "entropy": 6.696416282653809, "epoch": 0.7733910221741482, "grad_norm": 1.25, "learning_rate": 0.000357, "loss": 6.4184, "mean_token_accuracy": 0.13240900188684462, "num_tokens": 1606104.0, "step": 715 }, { "entropy": 6.7834718227386475, "epoch": 0.7787993510005409, "grad_norm": 1.1328125, "learning_rate": 0.0003595, "loss": 6.4803, "mean_token_accuracy": 0.13445528894662856, "num_tokens": 1617368.0, "step": 720 }, { "entropy": 6.790578842163086, "epoch": 0.7842076798269335, "grad_norm": 1.0078125, "learning_rate": 0.000362, "loss": 6.4893, "mean_token_accuracy": 0.1305526874959469, "num_tokens": 1630485.0, "step": 725 }, { "entropy": 6.788717746734619, "epoch": 0.7896160086533262, "grad_norm": 1.1328125, "learning_rate": 0.0003645, "loss": 6.3357, "mean_token_accuracy": 0.1369060456752777, "num_tokens": 1641411.0, "step": 730 }, { "entropy": 6.644323205947876, "epoch": 0.7950243374797188, "grad_norm": 1.078125, "learning_rate": 0.000367, "loss": 6.3465, "mean_token_accuracy": 0.13824027627706528, "num_tokens": 1653737.0, "step": 735 }, { "entropy": 6.823546600341797, "epoch": 0.8004326663061114, "grad_norm": 1.0859375, "learning_rate": 0.0003695, "loss": 6.5281, "mean_token_accuracy": 0.12467064261436463, "num_tokens": 1665910.0, "step": 740 }, { "entropy": 6.726630735397339, "epoch": 0.8058409951325041, "grad_norm": 1.109375, "learning_rate": 0.000372, "loss": 6.3094, "mean_token_accuracy": 0.134908963739872, "num_tokens": 1676927.0, "step": 745 }, { "entropy": 6.629592800140381, "epoch": 0.8112493239588967, "grad_norm": 1.03125, "learning_rate": 0.0003745, "loss": 6.357, "mean_token_accuracy": 0.13599003627896308, "num_tokens": 1688167.0, "step": 750 }, { "entropy": 6.650397443771363, "epoch": 0.8166576527852893, "grad_norm": 1.0, "learning_rate": 0.000377, "loss": 6.4308, "mean_token_accuracy": 0.13610320165753365, "num_tokens": 1699899.0, "step": 755 }, { "entropy": 6.7162903308868405, "epoch": 0.822065981611682, "grad_norm": 1.1171875, "learning_rate": 0.0003795, "loss": 6.3533, "mean_token_accuracy": 0.1412688173353672, "num_tokens": 1709862.0, "step": 760 }, { "entropy": 6.640978765487671, "epoch": 0.8274743104380746, "grad_norm": 1.1953125, "learning_rate": 0.000382, "loss": 6.3481, "mean_token_accuracy": 0.1376900367438793, "num_tokens": 1719902.0, "step": 765 }, { "entropy": 6.691372346878052, "epoch": 0.8328826392644673, "grad_norm": 1.09375, "learning_rate": 0.0003845, "loss": 6.3541, "mean_token_accuracy": 0.13510108962655068, "num_tokens": 1730351.0, "step": 770 }, { "entropy": 6.589955043792725, "epoch": 0.8382909680908599, "grad_norm": 1.0703125, "learning_rate": 0.00038700000000000003, "loss": 6.3233, "mean_token_accuracy": 0.1341069035232067, "num_tokens": 1741783.0, "step": 775 }, { "entropy": 6.609476327896118, "epoch": 0.8436992969172525, "grad_norm": 1.0234375, "learning_rate": 0.00038950000000000003, "loss": 6.3639, "mean_token_accuracy": 0.13918454721570014, "num_tokens": 1752952.0, "step": 780 }, { "entropy": 6.713692474365234, "epoch": 0.8491076257436452, "grad_norm": 1.125, "learning_rate": 0.00039200000000000004, "loss": 6.3796, "mean_token_accuracy": 0.1377579912543297, "num_tokens": 1764014.0, "step": 785 }, { "entropy": 6.692055416107178, "epoch": 0.8545159545700378, "grad_norm": 0.9921875, "learning_rate": 0.00039450000000000005, "loss": 6.3501, "mean_token_accuracy": 0.13647191673517228, "num_tokens": 1776154.0, "step": 790 }, { "entropy": 6.651118326187134, "epoch": 0.8599242833964305, "grad_norm": 1.0703125, "learning_rate": 0.00039700000000000005, "loss": 6.405, "mean_token_accuracy": 0.1311624176800251, "num_tokens": 1787292.0, "step": 795 }, { "entropy": 6.63629379272461, "epoch": 0.8653326122228231, "grad_norm": 1.015625, "learning_rate": 0.0003995, "loss": 6.3667, "mean_token_accuracy": 0.13610742837190629, "num_tokens": 1799469.0, "step": 800 }, { "entropy": 6.567807674407959, "epoch": 0.8707409410492158, "grad_norm": 1.0234375, "learning_rate": 0.000402, "loss": 6.2441, "mean_token_accuracy": 0.14459661692380904, "num_tokens": 1810091.0, "step": 805 }, { "entropy": 6.723603248596191, "epoch": 0.8761492698756085, "grad_norm": 0.9921875, "learning_rate": 0.0004045, "loss": 6.3925, "mean_token_accuracy": 0.14025203064084052, "num_tokens": 1820835.0, "step": 810 }, { "entropy": 6.633598756790161, "epoch": 0.8815575987020011, "grad_norm": 1.1171875, "learning_rate": 0.00040699999999999997, "loss": 6.3549, "mean_token_accuracy": 0.13814282566308975, "num_tokens": 1831868.0, "step": 815 }, { "entropy": 6.587992763519287, "epoch": 0.8869659275283938, "grad_norm": 1.1484375, "learning_rate": 0.0004095, "loss": 6.3383, "mean_token_accuracy": 0.13848361223936081, "num_tokens": 1842040.0, "step": 820 }, { "entropy": 6.723627090454102, "epoch": 0.8923742563547864, "grad_norm": 1.015625, "learning_rate": 0.000412, "loss": 6.4083, "mean_token_accuracy": 0.13382988572120666, "num_tokens": 1853765.0, "step": 825 }, { "entropy": 6.673075199127197, "epoch": 0.897782585181179, "grad_norm": 1.0, "learning_rate": 0.0004145, "loss": 6.4141, "mean_token_accuracy": 0.13732750713825226, "num_tokens": 1866081.0, "step": 830 }, { "entropy": 6.593461990356445, "epoch": 0.9031909140075717, "grad_norm": 1.125, "learning_rate": 0.000417, "loss": 6.3155, "mean_token_accuracy": 0.13803164809942245, "num_tokens": 1876754.0, "step": 835 }, { "entropy": 6.714284658432007, "epoch": 0.9085992428339643, "grad_norm": 1.125, "learning_rate": 0.0004195, "loss": 6.4263, "mean_token_accuracy": 0.1334732621908188, "num_tokens": 1888299.0, "step": 840 }, { "entropy": 6.475223159790039, "epoch": 0.914007571660357, "grad_norm": 1.1796875, "learning_rate": 0.000422, "loss": 6.2122, "mean_token_accuracy": 0.1465678930282593, "num_tokens": 1899027.0, "step": 845 }, { "entropy": 6.625812816619873, "epoch": 0.9194159004867496, "grad_norm": 1.046875, "learning_rate": 0.0004245, "loss": 6.3374, "mean_token_accuracy": 0.14080506712198257, "num_tokens": 1911043.0, "step": 850 }, { "entropy": 6.590130615234375, "epoch": 0.9248242293131422, "grad_norm": 1.0390625, "learning_rate": 0.000427, "loss": 6.2567, "mean_token_accuracy": 0.13707533478736877, "num_tokens": 1921295.0, "step": 855 }, { "entropy": 6.61051025390625, "epoch": 0.9302325581395349, "grad_norm": 1.1015625, "learning_rate": 0.0004295, "loss": 6.3569, "mean_token_accuracy": 0.13993956744670868, "num_tokens": 1932944.0, "step": 860 }, { "entropy": 6.553638172149658, "epoch": 0.9356408869659275, "grad_norm": 1.1171875, "learning_rate": 0.000432, "loss": 6.3027, "mean_token_accuracy": 0.13260096460580825, "num_tokens": 1944072.0, "step": 865 }, { "entropy": 6.569744491577149, "epoch": 0.9410492157923201, "grad_norm": 1.078125, "learning_rate": 0.0004345, "loss": 6.2956, "mean_token_accuracy": 0.13898471891880035, "num_tokens": 1954798.0, "step": 870 }, { "entropy": 6.513964128494263, "epoch": 0.9464575446187128, "grad_norm": 1.03125, "learning_rate": 0.000437, "loss": 6.2698, "mean_token_accuracy": 0.1473902389407158, "num_tokens": 1965304.0, "step": 875 }, { "entropy": 6.6614869117736815, "epoch": 0.9518658734451054, "grad_norm": 1.09375, "learning_rate": 0.0004395, "loss": 6.3094, "mean_token_accuracy": 0.13569752722978592, "num_tokens": 1976797.0, "step": 880 }, { "entropy": 6.550220966339111, "epoch": 0.9572742022714981, "grad_norm": 1.0078125, "learning_rate": 0.000442, "loss": 6.3248, "mean_token_accuracy": 0.13910794109106064, "num_tokens": 1987448.0, "step": 885 }, { "entropy": 6.369886207580566, "epoch": 0.9626825310978907, "grad_norm": 0.9453125, "learning_rate": 0.0004445, "loss": 6.1508, "mean_token_accuracy": 0.1404670625925064, "num_tokens": 2000948.0, "step": 890 }, { "entropy": 6.55863881111145, "epoch": 0.9680908599242833, "grad_norm": 1.046875, "learning_rate": 0.000447, "loss": 6.2643, "mean_token_accuracy": 0.14369212165474893, "num_tokens": 2011807.0, "step": 895 }, { "entropy": 6.6163318157196045, "epoch": 0.9734991887506761, "grad_norm": 1.0703125, "learning_rate": 0.00044950000000000003, "loss": 6.3207, "mean_token_accuracy": 0.13593853637576103, "num_tokens": 2022835.0, "step": 900 }, { "entropy": 6.3906701564788815, "epoch": 0.9789075175770687, "grad_norm": 1.0078125, "learning_rate": 0.00045200000000000004, "loss": 6.2339, "mean_token_accuracy": 0.14182498455047607, "num_tokens": 2034331.0, "step": 905 }, { "entropy": 6.662575387954712, "epoch": 0.9843158464034614, "grad_norm": 1.0, "learning_rate": 0.00045450000000000004, "loss": 6.2328, "mean_token_accuracy": 0.13782825246453284, "num_tokens": 2047002.0, "step": 910 }, { "entropy": 6.408291864395141, "epoch": 0.989724175229854, "grad_norm": 1.046875, "learning_rate": 0.00045700000000000005, "loss": 6.1835, "mean_token_accuracy": 0.14051275625824927, "num_tokens": 2056299.0, "step": 915 }, { "entropy": 6.519381284713745, "epoch": 0.9951325040562466, "grad_norm": 1.0, "learning_rate": 0.00045950000000000006, "loss": 6.3108, "mean_token_accuracy": 0.13649527579545975, "num_tokens": 2068031.0, "step": 920 }, { "entropy": 6.533435503641765, "epoch": 1.0, "grad_norm": 1.8125, "learning_rate": 0.000462, "loss": 6.2559, "mean_token_accuracy": 0.1411174734433492, "num_tokens": 2076889.0, "step": 925 }, { "entropy": 6.518666791915893, "epoch": 1.0054083288263926, "grad_norm": 1.15625, "learning_rate": 0.0004645, "loss": 6.1187, "mean_token_accuracy": 0.14975121915340422, "num_tokens": 2087316.0, "step": 930 }, { "entropy": 6.499506664276123, "epoch": 1.0108166576527853, "grad_norm": 1.03125, "learning_rate": 0.000467, "loss": 6.1223, "mean_token_accuracy": 0.14297691583633423, "num_tokens": 2098522.0, "step": 935 }, { "entropy": 6.383229446411133, "epoch": 1.016224986479178, "grad_norm": 1.1484375, "learning_rate": 0.0004695, "loss": 6.0878, "mean_token_accuracy": 0.15435394942760466, "num_tokens": 2110015.0, "step": 940 }, { "entropy": 6.525584554672241, "epoch": 1.0216333153055706, "grad_norm": 1.0625, "learning_rate": 0.000472, "loss": 6.1924, "mean_token_accuracy": 0.1424684338271618, "num_tokens": 2121333.0, "step": 945 }, { "entropy": 6.4724767208099365, "epoch": 1.0270416441319632, "grad_norm": 1.078125, "learning_rate": 0.0004745, "loss": 6.0838, "mean_token_accuracy": 0.14994525909423828, "num_tokens": 2131385.0, "step": 950 }, { "entropy": 6.488972854614258, "epoch": 1.0324499729583558, "grad_norm": 1.015625, "learning_rate": 0.000477, "loss": 6.1275, "mean_token_accuracy": 0.1522180952131748, "num_tokens": 2143274.0, "step": 955 }, { "entropy": 6.368765354156494, "epoch": 1.0378583017847485, "grad_norm": 1.0546875, "learning_rate": 0.0004795, "loss": 6.0124, "mean_token_accuracy": 0.15076057612895966, "num_tokens": 2154529.0, "step": 960 }, { "entropy": 6.4038872718811035, "epoch": 1.043266630611141, "grad_norm": 1.078125, "learning_rate": 0.000482, "loss": 6.1603, "mean_token_accuracy": 0.1439424842596054, "num_tokens": 2165949.0, "step": 965 }, { "entropy": 6.407582426071167, "epoch": 1.0486749594375337, "grad_norm": 1.0546875, "learning_rate": 0.0004845, "loss": 6.1335, "mean_token_accuracy": 0.1485764428973198, "num_tokens": 2176710.0, "step": 970 }, { "entropy": 6.463790941238403, "epoch": 1.0540832882639264, "grad_norm": 0.99609375, "learning_rate": 0.000487, "loss": 6.1074, "mean_token_accuracy": 0.15412099212408065, "num_tokens": 2189470.0, "step": 975 }, { "entropy": 6.383792352676392, "epoch": 1.059491617090319, "grad_norm": 1.03125, "learning_rate": 0.0004895, "loss": 6.0844, "mean_token_accuracy": 0.1579994946718216, "num_tokens": 2200266.0, "step": 980 }, { "entropy": 6.395930194854737, "epoch": 1.0648999459167117, "grad_norm": 1.0859375, "learning_rate": 0.000492, "loss": 6.0915, "mean_token_accuracy": 0.14566799476742745, "num_tokens": 2210736.0, "step": 985 }, { "entropy": 6.478207111358643, "epoch": 1.0703082747431043, "grad_norm": 1.0859375, "learning_rate": 0.0004945, "loss": 6.1985, "mean_token_accuracy": 0.14791767448186874, "num_tokens": 2221057.0, "step": 990 }, { "entropy": 6.455506134033203, "epoch": 1.075716603569497, "grad_norm": 1.1015625, "learning_rate": 0.000497, "loss": 6.1738, "mean_token_accuracy": 0.14685477688908577, "num_tokens": 2232352.0, "step": 995 }, { "entropy": 6.510460042953492, "epoch": 1.0811249323958896, "grad_norm": 0.89453125, "learning_rate": 0.0004995, "loss": 6.0805, "mean_token_accuracy": 0.15254651606082917, "num_tokens": 2244655.0, "step": 1000 }, { "epoch": 1.0811249323958896, "eval_entropy": 6.124205052852631, "eval_loss": 6.387869834899902, "eval_mean_token_accuracy": 0.1444568099030717, "eval_num_tokens": 2244655.0, "eval_runtime": 1.9538, "eval_samples_per_second": 1799.022, "eval_steps_per_second": 225.198, "step": 1000 }, { "entropy": 6.2928147315979, "epoch": 1.0865332612222822, "grad_norm": 1.109375, "learning_rate": 0.0004999997383518051, "loss": 6.0382, "mean_token_accuracy": 0.1600428655743599, "num_tokens": 2255699.0, "step": 1005 }, { "entropy": 6.372293472290039, "epoch": 1.0919415900486749, "grad_norm": 1.0546875, "learning_rate": 0.0004999986754070562, "loss": 6.0381, "mean_token_accuracy": 0.15901420414447784, "num_tokens": 2266627.0, "step": 1010 }, { "entropy": 6.441066265106201, "epoch": 1.0973499188750675, "grad_norm": 1.234375, "learning_rate": 0.0004999967948166009, "loss": 6.2142, "mean_token_accuracy": 0.14456040039658546, "num_tokens": 2277814.0, "step": 1015 }, { "entropy": 6.525017118453979, "epoch": 1.1027582477014604, "grad_norm": 1.1328125, "learning_rate": 0.0004999940965872734, "loss": 6.1616, "mean_token_accuracy": 0.14813328310847282, "num_tokens": 2287344.0, "step": 1020 }, { "entropy": 6.212237882614136, "epoch": 1.1081665765278528, "grad_norm": 1.0078125, "learning_rate": 0.0004999905807288788, "loss": 5.9498, "mean_token_accuracy": 0.1576882466673851, "num_tokens": 2298332.0, "step": 1025 }, { "entropy": 6.400769948959351, "epoch": 1.1135749053542456, "grad_norm": 1.03125, "learning_rate": 0.000499986247254194, "loss": 6.0778, "mean_token_accuracy": 0.15378758013248445, "num_tokens": 2309161.0, "step": 1030 }, { "entropy": 6.346611022949219, "epoch": 1.1189832341806383, "grad_norm": 1.21875, "learning_rate": 0.0004999810961789667, "loss": 6.0663, "mean_token_accuracy": 0.15356869399547576, "num_tokens": 2319516.0, "step": 1035 }, { "entropy": 6.348343276977539, "epoch": 1.124391563007031, "grad_norm": 0.99609375, "learning_rate": 0.000499975127521916, "loss": 5.9687, "mean_token_accuracy": 0.15849437564611435, "num_tokens": 2330441.0, "step": 1040 }, { "entropy": 6.287055778503418, "epoch": 1.1297998918334236, "grad_norm": 1.0703125, "learning_rate": 0.0004999683413047319, "loss": 5.9837, "mean_token_accuracy": 0.15973089039325714, "num_tokens": 2340524.0, "step": 1045 }, { "entropy": 6.308336925506592, "epoch": 1.1352082206598162, "grad_norm": 0.92578125, "learning_rate": 0.0004999607375520759, "loss": 5.981, "mean_token_accuracy": 0.1552950382232666, "num_tokens": 2353379.0, "step": 1050 }, { "entropy": 6.3794340133667, "epoch": 1.1406165494862088, "grad_norm": 1.046875, "learning_rate": 0.0004999523162915794, "loss": 6.1602, "mean_token_accuracy": 0.1466098792850971, "num_tokens": 2365708.0, "step": 1055 }, { "entropy": 6.301113653182983, "epoch": 1.1460248783126015, "grad_norm": 1.0703125, "learning_rate": 0.0004999430775538459, "loss": 6.0682, "mean_token_accuracy": 0.1489157885313034, "num_tokens": 2375630.0, "step": 1060 }, { "entropy": 6.2834553718566895, "epoch": 1.151433207138994, "grad_norm": 1.078125, "learning_rate": 0.0004999330213724487, "loss": 6.0778, "mean_token_accuracy": 0.14907022714614868, "num_tokens": 2386885.0, "step": 1065 }, { "entropy": 6.3159809589385985, "epoch": 1.1568415359653867, "grad_norm": 1.0546875, "learning_rate": 0.0004999221477839319, "loss": 6.0987, "mean_token_accuracy": 0.1497051790356636, "num_tokens": 2397676.0, "step": 1070 }, { "entropy": 6.429526996612549, "epoch": 1.1622498647917794, "grad_norm": 0.94921875, "learning_rate": 0.0004999104568278104, "loss": 6.1048, "mean_token_accuracy": 0.14880598485469818, "num_tokens": 2409039.0, "step": 1075 }, { "entropy": 6.388683223724366, "epoch": 1.167658193618172, "grad_norm": 1.0703125, "learning_rate": 0.000499897948546569, "loss": 6.1315, "mean_token_accuracy": 0.15224068611860275, "num_tokens": 2420103.0, "step": 1080 }, { "entropy": 6.3003730297088625, "epoch": 1.1730665224445647, "grad_norm": 0.95703125, "learning_rate": 0.0004998846229856629, "loss": 6.0491, "mean_token_accuracy": 0.15122028589248657, "num_tokens": 2430792.0, "step": 1085 }, { "entropy": 6.4121685981750485, "epoch": 1.1784748512709573, "grad_norm": 1.0390625, "learning_rate": 0.0004998704801935171, "loss": 6.0602, "mean_token_accuracy": 0.15023664385080338, "num_tokens": 2442165.0, "step": 1090 }, { "entropy": 6.261796760559082, "epoch": 1.18388318009735, "grad_norm": 1.0078125, "learning_rate": 0.0004998555202215267, "loss": 5.9712, "mean_token_accuracy": 0.15477441847324372, "num_tokens": 2454231.0, "step": 1095 }, { "entropy": 6.338596963882447, "epoch": 1.1892915089237426, "grad_norm": 1.140625, "learning_rate": 0.0004998397431240561, "loss": 6.0251, "mean_token_accuracy": 0.15698925256729127, "num_tokens": 2464828.0, "step": 1100 }, { "entropy": 6.240490484237671, "epoch": 1.1946998377501352, "grad_norm": 0.96484375, "learning_rate": 0.0004998231489584395, "loss": 6.0689, "mean_token_accuracy": 0.14833179712295533, "num_tokens": 2476144.0, "step": 1105 }, { "entropy": 6.455478239059448, "epoch": 1.2001081665765279, "grad_norm": 1.0390625, "learning_rate": 0.00049980573778498, "loss": 6.2395, "mean_token_accuracy": 0.1458302244544029, "num_tokens": 2489116.0, "step": 1110 }, { "entropy": 6.402680921554565, "epoch": 1.2055164954029205, "grad_norm": 0.9609375, "learning_rate": 0.0004997875096669498, "loss": 6.1098, "mean_token_accuracy": 0.15058583766222, "num_tokens": 2501609.0, "step": 1115 }, { "entropy": 6.230094385147095, "epoch": 1.2109248242293131, "grad_norm": 0.9453125, "learning_rate": 0.0004997684646705901, "loss": 6.0114, "mean_token_accuracy": 0.15897049903869628, "num_tokens": 2513338.0, "step": 1120 }, { "entropy": 6.354293441772461, "epoch": 1.2163331530557058, "grad_norm": 1.046875, "learning_rate": 0.0004997486028651103, "loss": 6.0383, "mean_token_accuracy": 0.16039613038301467, "num_tokens": 2523199.0, "step": 1125 }, { "entropy": 6.349422979354858, "epoch": 1.2217414818820984, "grad_norm": 0.99609375, "learning_rate": 0.0004997279243226884, "loss": 6.0512, "mean_token_accuracy": 0.15354744642972945, "num_tokens": 2535136.0, "step": 1130 }, { "entropy": 6.264004421234131, "epoch": 1.227149810708491, "grad_norm": 1.1015625, "learning_rate": 0.0004997064291184701, "loss": 5.9657, "mean_token_accuracy": 0.14787945449352263, "num_tokens": 2546428.0, "step": 1135 }, { "entropy": 6.358812093734741, "epoch": 1.2325581395348837, "grad_norm": 1.09375, "learning_rate": 0.0004996841173305691, "loss": 6.1636, "mean_token_accuracy": 0.15003497749567032, "num_tokens": 2558304.0, "step": 1140 }, { "entropy": 6.174890947341919, "epoch": 1.2379664683612763, "grad_norm": 1.0390625, "learning_rate": 0.0004996609890400665, "loss": 5.848, "mean_token_accuracy": 0.16567099541425706, "num_tokens": 2568717.0, "step": 1145 }, { "entropy": 6.297175502777099, "epoch": 1.243374797187669, "grad_norm": 1.1015625, "learning_rate": 0.0004996370443310107, "loss": 6.0533, "mean_token_accuracy": 0.14965572953224182, "num_tokens": 2578748.0, "step": 1150 }, { "entropy": 6.327052450180053, "epoch": 1.2487831260140616, "grad_norm": 0.92578125, "learning_rate": 0.0004996122832904165, "loss": 6.0212, "mean_token_accuracy": 0.1520503729581833, "num_tokens": 2590095.0, "step": 1155 }, { "entropy": 6.300268507003784, "epoch": 1.2541914548404542, "grad_norm": 1.1015625, "learning_rate": 0.0004995867060082658, "loss": 6.0529, "mean_token_accuracy": 0.15308669656515123, "num_tokens": 2600929.0, "step": 1160 }, { "entropy": 6.392643833160401, "epoch": 1.2595997836668469, "grad_norm": 0.99609375, "learning_rate": 0.0004995603125775065, "loss": 6.0596, "mean_token_accuracy": 0.15196561813354492, "num_tokens": 2611830.0, "step": 1165 }, { "entropy": 6.176296854019165, "epoch": 1.2650081124932395, "grad_norm": 1.0703125, "learning_rate": 0.0004995331030940523, "loss": 6.0102, "mean_token_accuracy": 0.1498885288834572, "num_tokens": 2623177.0, "step": 1170 }, { "entropy": 6.219478797912598, "epoch": 1.2704164413196322, "grad_norm": 1.0703125, "learning_rate": 0.0004995050776567826, "loss": 6.0001, "mean_token_accuracy": 0.15188704282045365, "num_tokens": 2635563.0, "step": 1175 }, { "entropy": 6.3707170486450195, "epoch": 1.2758247701460248, "grad_norm": 0.9375, "learning_rate": 0.0004994762363675421, "loss": 5.9911, "mean_token_accuracy": 0.15853488594293594, "num_tokens": 2647157.0, "step": 1180 }, { "entropy": 6.177279806137085, "epoch": 1.2812330989724177, "grad_norm": 1.203125, "learning_rate": 0.0004994465793311396, "loss": 5.9629, "mean_token_accuracy": 0.16011573225259781, "num_tokens": 2658175.0, "step": 1185 }, { "entropy": 6.249725675582885, "epoch": 1.28664142779881, "grad_norm": 0.984375, "learning_rate": 0.0004994161066553493, "loss": 5.9191, "mean_token_accuracy": 0.1570979908108711, "num_tokens": 2669458.0, "step": 1190 }, { "entropy": 6.347487926483154, "epoch": 1.292049756625203, "grad_norm": 1.25, "learning_rate": 0.0004993848184509086, "loss": 6.1223, "mean_token_accuracy": 0.1580820508301258, "num_tokens": 2679727.0, "step": 1195 }, { "entropy": 6.262456750869751, "epoch": 1.2974580854515954, "grad_norm": 1.0078125, "learning_rate": 0.0004993527148315193, "loss": 6.092, "mean_token_accuracy": 0.15162299424409867, "num_tokens": 2691031.0, "step": 1200 }, { "entropy": 6.2036655902862545, "epoch": 1.3028664142779882, "grad_norm": 0.9921875, "learning_rate": 0.0004993197959138458, "loss": 5.8833, "mean_token_accuracy": 0.16101625710725784, "num_tokens": 2701699.0, "step": 1205 }, { "entropy": 6.183501052856445, "epoch": 1.3082747431043806, "grad_norm": 1.0078125, "learning_rate": 0.0004992860618175156, "loss": 5.9299, "mean_token_accuracy": 0.15750151723623276, "num_tokens": 2713038.0, "step": 1210 }, { "entropy": 6.1955572128295895, "epoch": 1.3136830719307735, "grad_norm": 1.078125, "learning_rate": 0.0004992515126651184, "loss": 5.9293, "mean_token_accuracy": 0.1570618689060211, "num_tokens": 2723685.0, "step": 1215 }, { "entropy": 6.195014238357544, "epoch": 1.319091400757166, "grad_norm": 1.125, "learning_rate": 0.0004992161485822059, "loss": 6.0006, "mean_token_accuracy": 0.1587825059890747, "num_tokens": 2735341.0, "step": 1220 }, { "entropy": 6.2399842739105225, "epoch": 1.3244997295835588, "grad_norm": 1.1328125, "learning_rate": 0.0004991799696972913, "loss": 5.9313, "mean_token_accuracy": 0.16518269777297973, "num_tokens": 2746052.0, "step": 1225 }, { "entropy": 6.166414260864258, "epoch": 1.3299080584099512, "grad_norm": 1.0625, "learning_rate": 0.0004991429761418488, "loss": 5.9363, "mean_token_accuracy": 0.15754909813404083, "num_tokens": 2757155.0, "step": 1230 }, { "entropy": 6.239412260055542, "epoch": 1.335316387236344, "grad_norm": 1.046875, "learning_rate": 0.000499105168050313, "loss": 5.9929, "mean_token_accuracy": 0.15189812183380128, "num_tokens": 2769631.0, "step": 1235 }, { "entropy": 6.324047040939331, "epoch": 1.3407247160627367, "grad_norm": 1.21875, "learning_rate": 0.0004990665455600787, "loss": 6.0868, "mean_token_accuracy": 0.1567138358950615, "num_tokens": 2780797.0, "step": 1240 }, { "entropy": 6.166640758514404, "epoch": 1.3461330448891293, "grad_norm": 0.96875, "learning_rate": 0.0004990271088114999, "loss": 5.946, "mean_token_accuracy": 0.15337988138198852, "num_tokens": 2792721.0, "step": 1245 }, { "entropy": 6.2248719215393065, "epoch": 1.351541373715522, "grad_norm": 1.03125, "learning_rate": 0.0004989868579478901, "loss": 6.0004, "mean_token_accuracy": 0.16802925169467925, "num_tokens": 2804531.0, "step": 1250 }, { "entropy": 6.296425151824951, "epoch": 1.3569497025419146, "grad_norm": 0.99609375, "learning_rate": 0.0004989457931155209, "loss": 5.9965, "mean_token_accuracy": 0.15395874083042144, "num_tokens": 2816666.0, "step": 1255 }, { "entropy": 6.195201396942139, "epoch": 1.3623580313683072, "grad_norm": 0.99609375, "learning_rate": 0.0004989039144636219, "loss": 6.0242, "mean_token_accuracy": 0.15923022627830505, "num_tokens": 2827977.0, "step": 1260 }, { "entropy": 6.20063362121582, "epoch": 1.3677663601946999, "grad_norm": 1.1484375, "learning_rate": 0.0004988612221443804, "loss": 5.9936, "mean_token_accuracy": 0.15627091377973557, "num_tokens": 2839069.0, "step": 1265 }, { "entropy": 6.340277481079101, "epoch": 1.3731746890210925, "grad_norm": 1.046875, "learning_rate": 0.0004988177163129403, "loss": 6.0808, "mean_token_accuracy": 0.15119716450572013, "num_tokens": 2850632.0, "step": 1270 }, { "entropy": 6.207772541046142, "epoch": 1.3785830178474852, "grad_norm": 1.0546875, "learning_rate": 0.0004987733971274018, "loss": 5.9607, "mean_token_accuracy": 0.15018116384744645, "num_tokens": 2862204.0, "step": 1275 }, { "entropy": 6.178734588623047, "epoch": 1.3839913466738778, "grad_norm": 1.125, "learning_rate": 0.0004987282647488211, "loss": 5.9197, "mean_token_accuracy": 0.1660077005624771, "num_tokens": 2874010.0, "step": 1280 }, { "entropy": 6.195025396347046, "epoch": 1.3893996755002704, "grad_norm": 1.1953125, "learning_rate": 0.0004986823193412093, "loss": 5.9763, "mean_token_accuracy": 0.16176897138357163, "num_tokens": 2884315.0, "step": 1285 }, { "entropy": 6.326874685287476, "epoch": 1.394808004326663, "grad_norm": 0.96484375, "learning_rate": 0.000498635561071532, "loss": 6.133, "mean_token_accuracy": 0.15456459820270538, "num_tokens": 2896327.0, "step": 1290 }, { "entropy": 6.183460760116577, "epoch": 1.4002163331530557, "grad_norm": 0.99609375, "learning_rate": 0.000498587990109709, "loss": 5.913, "mean_token_accuracy": 0.16137443631887435, "num_tokens": 2907007.0, "step": 1295 }, { "entropy": 6.183216190338134, "epoch": 1.4056246619794484, "grad_norm": 1.0546875, "learning_rate": 0.0004985396066286133, "loss": 5.9469, "mean_token_accuracy": 0.16008795648813248, "num_tokens": 2918852.0, "step": 1300 }, { "entropy": 6.222980594635009, "epoch": 1.411032990805841, "grad_norm": 1.1015625, "learning_rate": 0.0004984904108040706, "loss": 5.86, "mean_token_accuracy": 0.16177986562252045, "num_tokens": 2929948.0, "step": 1305 }, { "entropy": 6.102756023406982, "epoch": 1.4164413196322336, "grad_norm": 1.0390625, "learning_rate": 0.0004984404028148585, "loss": 5.9403, "mean_token_accuracy": 0.15873561054468155, "num_tokens": 2941299.0, "step": 1310 }, { "entropy": 6.112520980834961, "epoch": 1.4218496484586263, "grad_norm": 1.171875, "learning_rate": 0.0004983895828427062, "loss": 5.8676, "mean_token_accuracy": 0.15320820808410646, "num_tokens": 2952283.0, "step": 1315 }, { "entropy": 6.400298118591309, "epoch": 1.427257977285019, "grad_norm": 1.3359375, "learning_rate": 0.0004983379510722935, "loss": 6.2265, "mean_token_accuracy": 0.15123522654175758, "num_tokens": 2962241.0, "step": 1320 }, { "entropy": 6.251223230361939, "epoch": 1.4326663061114115, "grad_norm": 0.90234375, "learning_rate": 0.0004982855076912506, "loss": 5.9829, "mean_token_accuracy": 0.154976050555706, "num_tokens": 2973408.0, "step": 1325 }, { "entropy": 6.191674470901489, "epoch": 1.4380746349378042, "grad_norm": 1.3359375, "learning_rate": 0.0004982322528901568, "loss": 6.0012, "mean_token_accuracy": 0.15962311923503875, "num_tokens": 2985877.0, "step": 1330 }, { "entropy": 6.265266704559326, "epoch": 1.4434829637641968, "grad_norm": 0.8828125, "learning_rate": 0.00049817818686254, "loss": 6.0082, "mean_token_accuracy": 0.15608256608247756, "num_tokens": 2996935.0, "step": 1335 }, { "entropy": 6.144498634338379, "epoch": 1.4488912925905895, "grad_norm": 0.9609375, "learning_rate": 0.0004981233098048765, "loss": 5.8997, "mean_token_accuracy": 0.16039617508649825, "num_tokens": 3007932.0, "step": 1340 }, { "entropy": 6.250757074356079, "epoch": 1.454299621416982, "grad_norm": 0.99609375, "learning_rate": 0.0004980676219165894, "loss": 5.9958, "mean_token_accuracy": 0.156630976498127, "num_tokens": 3019368.0, "step": 1345 }, { "entropy": 6.234979820251465, "epoch": 1.4597079502433747, "grad_norm": 0.98046875, "learning_rate": 0.000498011123400049, "loss": 6.0473, "mean_token_accuracy": 0.15403905063867568, "num_tokens": 3029787.0, "step": 1350 }, { "entropy": 6.161543560028076, "epoch": 1.4651162790697674, "grad_norm": 1.0, "learning_rate": 0.0004979538144605707, "loss": 5.994, "mean_token_accuracy": 0.15943700075149536, "num_tokens": 3042100.0, "step": 1355 }, { "entropy": 6.1883018016815186, "epoch": 1.47052460789616, "grad_norm": 1.0859375, "learning_rate": 0.0004978956953064154, "loss": 6.0228, "mean_token_accuracy": 0.15444456189870834, "num_tokens": 3054160.0, "step": 1360 }, { "entropy": 6.235822486877441, "epoch": 1.4759329367225527, "grad_norm": 1.125, "learning_rate": 0.0004978367661487883, "loss": 5.9728, "mean_token_accuracy": 0.15552034378051757, "num_tokens": 3065401.0, "step": 1365 }, { "entropy": 6.124010753631592, "epoch": 1.4813412655489453, "grad_norm": 1.09375, "learning_rate": 0.0004977770272018379, "loss": 5.915, "mean_token_accuracy": 0.1574919804930687, "num_tokens": 3076137.0, "step": 1370 }, { "entropy": 6.223858880996704, "epoch": 1.486749594375338, "grad_norm": 1.015625, "learning_rate": 0.000497716478682656, "loss": 6.0458, "mean_token_accuracy": 0.15904476791620253, "num_tokens": 3087274.0, "step": 1375 }, { "entropy": 6.195795488357544, "epoch": 1.4921579232017308, "grad_norm": 1.1171875, "learning_rate": 0.0004976551208112759, "loss": 5.9187, "mean_token_accuracy": 0.16271037310361863, "num_tokens": 3098476.0, "step": 1380 }, { "entropy": 6.184743976593017, "epoch": 1.4975662520281232, "grad_norm": 1.09375, "learning_rate": 0.0004975929538106721, "loss": 5.9511, "mean_token_accuracy": 0.15797366350889205, "num_tokens": 3110060.0, "step": 1385 }, { "entropy": 6.053498268127441, "epoch": 1.502974580854516, "grad_norm": 1.0859375, "learning_rate": 0.0004975299779067598, "loss": 5.8576, "mean_token_accuracy": 0.1606665775179863, "num_tokens": 3121032.0, "step": 1390 }, { "entropy": 6.189790344238281, "epoch": 1.5083829096809085, "grad_norm": 1.0234375, "learning_rate": 0.0004974661933283936, "loss": 5.8774, "mean_token_accuracy": 0.16694698929786683, "num_tokens": 3131999.0, "step": 1395 }, { "entropy": 6.027636241912842, "epoch": 1.5137912385073014, "grad_norm": 1.0625, "learning_rate": 0.0004974016003073667, "loss": 5.8154, "mean_token_accuracy": 0.1604975640773773, "num_tokens": 3142693.0, "step": 1400 }, { "entropy": 6.085386133193969, "epoch": 1.5191995673336938, "grad_norm": 0.9921875, "learning_rate": 0.0004973361990784104, "loss": 5.767, "mean_token_accuracy": 0.16097440123558043, "num_tokens": 3154179.0, "step": 1405 }, { "entropy": 6.1582213878631595, "epoch": 1.5246078961600866, "grad_norm": 1.0390625, "learning_rate": 0.0004972699898791927, "loss": 5.857, "mean_token_accuracy": 0.16564760953187943, "num_tokens": 3165314.0, "step": 1410 }, { "entropy": 6.119766902923584, "epoch": 1.530016224986479, "grad_norm": 0.86328125, "learning_rate": 0.0004972029729503182, "loss": 5.9687, "mean_token_accuracy": 0.1669076904654503, "num_tokens": 3177646.0, "step": 1415 }, { "entropy": 6.218665695190429, "epoch": 1.535424553812872, "grad_norm": 1.140625, "learning_rate": 0.0004971351485353265, "loss": 5.9586, "mean_token_accuracy": 0.1630210280418396, "num_tokens": 3188401.0, "step": 1420 }, { "entropy": 6.0617822170257565, "epoch": 1.5408328826392643, "grad_norm": 1.0859375, "learning_rate": 0.0004970665168806917, "loss": 5.8469, "mean_token_accuracy": 0.15670444518327714, "num_tokens": 3200206.0, "step": 1425 }, { "entropy": 6.157464456558228, "epoch": 1.5462412114656572, "grad_norm": 0.96484375, "learning_rate": 0.0004969970782358214, "loss": 5.9625, "mean_token_accuracy": 0.1585618481040001, "num_tokens": 3211981.0, "step": 1430 }, { "entropy": 6.088303804397583, "epoch": 1.5516495402920496, "grad_norm": 1.1796875, "learning_rate": 0.0004969268328530557, "loss": 5.976, "mean_token_accuracy": 0.1560826152563095, "num_tokens": 3221997.0, "step": 1435 }, { "entropy": 6.2379875659942625, "epoch": 1.5570578691184425, "grad_norm": 1.0, "learning_rate": 0.0004968557809876666, "loss": 5.9227, "mean_token_accuracy": 0.15799657702445985, "num_tokens": 3234333.0, "step": 1440 }, { "entropy": 6.089317321777344, "epoch": 1.562466197944835, "grad_norm": 1.109375, "learning_rate": 0.0004967839228978568, "loss": 5.9558, "mean_token_accuracy": 0.15238141193985938, "num_tokens": 3245083.0, "step": 1445 }, { "entropy": 6.162514019012451, "epoch": 1.5678745267712277, "grad_norm": 1.015625, "learning_rate": 0.0004967112588447585, "loss": 5.7954, "mean_token_accuracy": 0.16877318769693375, "num_tokens": 3255787.0, "step": 1450 }, { "entropy": 6.064874601364136, "epoch": 1.5732828555976204, "grad_norm": 1.03125, "learning_rate": 0.0004966377890924332, "loss": 5.9603, "mean_token_accuracy": 0.16299306154251098, "num_tokens": 3267793.0, "step": 1455 }, { "entropy": 6.110070848464966, "epoch": 1.578691184424013, "grad_norm": 1.0859375, "learning_rate": 0.0004965635139078704, "loss": 5.839, "mean_token_accuracy": 0.16499156802892684, "num_tokens": 3279100.0, "step": 1460 }, { "entropy": 6.144229125976563, "epoch": 1.5840995132504057, "grad_norm": 1.171875, "learning_rate": 0.0004964884335609857, "loss": 6.0038, "mean_token_accuracy": 0.16165205985307693, "num_tokens": 3290251.0, "step": 1465 }, { "entropy": 6.1137713432312015, "epoch": 1.5895078420767983, "grad_norm": 1.03125, "learning_rate": 0.0004964125483246218, "loss": 5.8644, "mean_token_accuracy": 0.16258378326892853, "num_tokens": 3301817.0, "step": 1470 }, { "entropy": 6.197260141372681, "epoch": 1.594916170903191, "grad_norm": 1.0546875, "learning_rate": 0.0004963358584745457, "loss": 5.9241, "mean_token_accuracy": 0.1570972815155983, "num_tokens": 3313435.0, "step": 1475 }, { "entropy": 6.134345865249633, "epoch": 1.6003244997295836, "grad_norm": 1.03125, "learning_rate": 0.0004962583642894482, "loss": 6.0332, "mean_token_accuracy": 0.15797800868749617, "num_tokens": 3325489.0, "step": 1480 }, { "entropy": 6.202575826644898, "epoch": 1.6057328285559762, "grad_norm": 1.0234375, "learning_rate": 0.0004961800660509437, "loss": 5.9061, "mean_token_accuracy": 0.16250776648521423, "num_tokens": 3337030.0, "step": 1485 }, { "entropy": 6.009425020217895, "epoch": 1.6111411573823688, "grad_norm": 1.1015625, "learning_rate": 0.000496100964043568, "loss": 5.8656, "mean_token_accuracy": 0.16609732657670975, "num_tokens": 3347766.0, "step": 1490 }, { "entropy": 6.021034860610962, "epoch": 1.6165494862087615, "grad_norm": 1.03125, "learning_rate": 0.000496021058554778, "loss": 5.7761, "mean_token_accuracy": 0.16601542234420777, "num_tokens": 3360379.0, "step": 1495 }, { "entropy": 6.08537859916687, "epoch": 1.6219578150351541, "grad_norm": 1.03125, "learning_rate": 0.0004959403498749505, "loss": 5.9257, "mean_token_accuracy": 0.16757240146398544, "num_tokens": 3370962.0, "step": 1500 }, { "epoch": 1.6219578150351541, "eval_entropy": 6.020744280381636, "eval_loss": 6.140914440155029, "eval_mean_token_accuracy": 0.15917101580310952, "eval_num_tokens": 3370962.0, "eval_runtime": 1.9427, "eval_samples_per_second": 1809.294, "eval_steps_per_second": 226.483, "step": 1500 }, { "entropy": 6.164214992523194, "epoch": 1.6273661438615468, "grad_norm": 0.96875, "learning_rate": 0.0004958588382973809, "loss": 5.8379, "mean_token_accuracy": 0.16315794885158538, "num_tokens": 3382648.0, "step": 1505 }, { "entropy": 6.041830253601074, "epoch": 1.6327744726879394, "grad_norm": 1.0859375, "learning_rate": 0.0004957765241182826, "loss": 5.9036, "mean_token_accuracy": 0.16003947407007219, "num_tokens": 3393871.0, "step": 1510 }, { "entropy": 6.033273839950562, "epoch": 1.638182801514332, "grad_norm": 0.98828125, "learning_rate": 0.0004956934076367854, "loss": 5.7917, "mean_token_accuracy": 0.16898759454488754, "num_tokens": 3405148.0, "step": 1515 }, { "entropy": 6.072603559494018, "epoch": 1.6435911303407247, "grad_norm": 1.0625, "learning_rate": 0.000495609489154935, "loss": 5.8284, "mean_token_accuracy": 0.17306120544672013, "num_tokens": 3416647.0, "step": 1520 }, { "entropy": 6.115102910995484, "epoch": 1.6489994591671173, "grad_norm": 0.98828125, "learning_rate": 0.0004955247689776911, "loss": 5.9205, "mean_token_accuracy": 0.15651903450489044, "num_tokens": 3428331.0, "step": 1525 }, { "entropy": 5.937150382995606, "epoch": 1.65440778799351, "grad_norm": 1.0546875, "learning_rate": 0.000495439247412927, "loss": 5.776, "mean_token_accuracy": 0.16460416913032533, "num_tokens": 3440683.0, "step": 1530 }, { "entropy": 6.128424644470215, "epoch": 1.6598161168199026, "grad_norm": 0.9453125, "learning_rate": 0.0004953529247714285, "loss": 5.7777, "mean_token_accuracy": 0.16499500274658202, "num_tokens": 3452375.0, "step": 1535 }, { "entropy": 6.042714262008667, "epoch": 1.6652244456462952, "grad_norm": 0.953125, "learning_rate": 0.0004952658013668922, "loss": 5.9321, "mean_token_accuracy": 0.15212839990854263, "num_tokens": 3463255.0, "step": 1540 }, { "entropy": 6.175636625289917, "epoch": 1.670632774472688, "grad_norm": 1.0, "learning_rate": 0.0004951778775159246, "loss": 5.8622, "mean_token_accuracy": 0.15969557911157609, "num_tokens": 3473642.0, "step": 1545 }, { "entropy": 6.021358013153076, "epoch": 1.6760411032990805, "grad_norm": 1.078125, "learning_rate": 0.0004950891535380414, "loss": 5.8372, "mean_token_accuracy": 0.16012888848781587, "num_tokens": 3484877.0, "step": 1550 }, { "entropy": 6.014034366607666, "epoch": 1.6814494321254734, "grad_norm": 1.015625, "learning_rate": 0.0004949996297556656, "loss": 5.7532, "mean_token_accuracy": 0.1709960624575615, "num_tokens": 3495500.0, "step": 1555 }, { "entropy": 6.051374912261963, "epoch": 1.6868577609518658, "grad_norm": 0.99609375, "learning_rate": 0.0004949093064941268, "loss": 5.8748, "mean_token_accuracy": 0.16371863037347795, "num_tokens": 3508057.0, "step": 1560 }, { "entropy": 6.128537130355835, "epoch": 1.6922660897782587, "grad_norm": 0.984375, "learning_rate": 0.0004948181840816601, "loss": 6.0298, "mean_token_accuracy": 0.15803078263998033, "num_tokens": 3521110.0, "step": 1565 }, { "entropy": 6.136459016799927, "epoch": 1.697674418604651, "grad_norm": 1.1484375, "learning_rate": 0.0004947262628494045, "loss": 5.9607, "mean_token_accuracy": 0.16685472428798676, "num_tokens": 3530692.0, "step": 1570 }, { "entropy": 6.1080584049224855, "epoch": 1.703082747431044, "grad_norm": 0.98046875, "learning_rate": 0.0004946335431314018, "loss": 5.9074, "mean_token_accuracy": 0.15569821149110794, "num_tokens": 3542195.0, "step": 1575 }, { "entropy": 6.141083526611328, "epoch": 1.7084910762574363, "grad_norm": 1.0703125, "learning_rate": 0.0004945400252645959, "loss": 5.7995, "mean_token_accuracy": 0.17060298025608062, "num_tokens": 3552676.0, "step": 1580 }, { "entropy": 5.938297843933105, "epoch": 1.7138994050838292, "grad_norm": 1.015625, "learning_rate": 0.0004944457095888308, "loss": 5.7628, "mean_token_accuracy": 0.16402305364608766, "num_tokens": 3563308.0, "step": 1585 }, { "entropy": 6.0929491996765135, "epoch": 1.7193077339102216, "grad_norm": 1.0859375, "learning_rate": 0.00049435059644685, "loss": 5.7927, "mean_token_accuracy": 0.16668124496936798, "num_tokens": 3574085.0, "step": 1590 }, { "entropy": 6.06469030380249, "epoch": 1.7247160627366145, "grad_norm": 1.1328125, "learning_rate": 0.0004942546861842947, "loss": 5.8596, "mean_token_accuracy": 0.15768925547599794, "num_tokens": 3585816.0, "step": 1595 }, { "entropy": 6.0371232509613035, "epoch": 1.730124391563007, "grad_norm": 1.0390625, "learning_rate": 0.0004941579791497032, "loss": 5.9079, "mean_token_accuracy": 0.16382428705692292, "num_tokens": 3597776.0, "step": 1600 }, { "entropy": 6.168297672271729, "epoch": 1.7355327203893998, "grad_norm": 1.125, "learning_rate": 0.0004940604756945091, "loss": 5.9224, "mean_token_accuracy": 0.1619665116071701, "num_tokens": 3607991.0, "step": 1605 }, { "entropy": 6.001934623718261, "epoch": 1.7409410492157922, "grad_norm": 1.1328125, "learning_rate": 0.0004939621761730399, "loss": 5.8072, "mean_token_accuracy": 0.16959517300128937, "num_tokens": 3618204.0, "step": 1610 }, { "entropy": 6.072473382949829, "epoch": 1.746349378042185, "grad_norm": 1.0625, "learning_rate": 0.0004938630809425166, "loss": 5.9081, "mean_token_accuracy": 0.15966459661722182, "num_tokens": 3629558.0, "step": 1615 }, { "entropy": 6.1015989780426025, "epoch": 1.7517577068685775, "grad_norm": 0.97265625, "learning_rate": 0.0004937631903630513, "loss": 5.8555, "mean_token_accuracy": 0.1621633917093277, "num_tokens": 3640773.0, "step": 1620 }, { "entropy": 6.01327805519104, "epoch": 1.7571660356949703, "grad_norm": 0.89453125, "learning_rate": 0.0004936625047976468, "loss": 5.7683, "mean_token_accuracy": 0.16852811276912688, "num_tokens": 3652186.0, "step": 1625 }, { "entropy": 5.997731494903564, "epoch": 1.7625743645213627, "grad_norm": 1.046875, "learning_rate": 0.0004935610246121944, "loss": 5.8237, "mean_token_accuracy": 0.1706862360239029, "num_tokens": 3663068.0, "step": 1630 }, { "entropy": 6.129118490219116, "epoch": 1.7679826933477556, "grad_norm": 1.0234375, "learning_rate": 0.0004934587501754736, "loss": 5.9509, "mean_token_accuracy": 0.1577262118458748, "num_tokens": 3673803.0, "step": 1635 }, { "entropy": 6.149345588684082, "epoch": 1.7733910221741482, "grad_norm": 1.0625, "learning_rate": 0.0004933556818591498, "loss": 5.9262, "mean_token_accuracy": 0.16089432835578918, "num_tokens": 3685482.0, "step": 1640 }, { "entropy": 6.019583892822266, "epoch": 1.7787993510005409, "grad_norm": 0.9296875, "learning_rate": 0.0004932518200377736, "loss": 5.7909, "mean_token_accuracy": 0.17309808731079102, "num_tokens": 3697641.0, "step": 1645 }, { "entropy": 6.032641172409058, "epoch": 1.7842076798269335, "grad_norm": 1.09375, "learning_rate": 0.0004931471650887789, "loss": 5.8044, "mean_token_accuracy": 0.16572408378124237, "num_tokens": 3709560.0, "step": 1650 }, { "entropy": 6.101502990722656, "epoch": 1.7896160086533262, "grad_norm": 1.046875, "learning_rate": 0.0004930417173924822, "loss": 5.9246, "mean_token_accuracy": 0.15817164331674577, "num_tokens": 3720422.0, "step": 1655 }, { "entropy": 5.942840242385865, "epoch": 1.7950243374797188, "grad_norm": 1.0546875, "learning_rate": 0.0004929354773320806, "loss": 5.7543, "mean_token_accuracy": 0.16456945538520812, "num_tokens": 3731104.0, "step": 1660 }, { "entropy": 6.045040225982666, "epoch": 1.8004326663061114, "grad_norm": 1.0703125, "learning_rate": 0.0004928284452936506, "loss": 5.9151, "mean_token_accuracy": 0.1589358001947403, "num_tokens": 3742766.0, "step": 1665 }, { "entropy": 6.057123613357544, "epoch": 1.805840995132504, "grad_norm": 0.9765625, "learning_rate": 0.0004927206216661473, "loss": 5.7922, "mean_token_accuracy": 0.16667329967021943, "num_tokens": 3753064.0, "step": 1670 }, { "entropy": 6.060616970062256, "epoch": 1.8112493239588967, "grad_norm": 1.1171875, "learning_rate": 0.0004926120068414015, "loss": 5.8339, "mean_token_accuracy": 0.16451720893383026, "num_tokens": 3765183.0, "step": 1675 }, { "entropy": 6.038819885253906, "epoch": 1.8166576527852893, "grad_norm": 0.96875, "learning_rate": 0.0004925026012141201, "loss": 5.823, "mean_token_accuracy": 0.1619720585644245, "num_tokens": 3777902.0, "step": 1680 }, { "entropy": 5.983007335662842, "epoch": 1.822065981611682, "grad_norm": 0.9609375, "learning_rate": 0.0004923924051818832, "loss": 5.7891, "mean_token_accuracy": 0.1674435928463936, "num_tokens": 3788461.0, "step": 1685 }, { "entropy": 5.970801639556885, "epoch": 1.8274743104380746, "grad_norm": 1.015625, "learning_rate": 0.0004922814191451435, "loss": 5.7166, "mean_token_accuracy": 0.1697210729122162, "num_tokens": 3799574.0, "step": 1690 }, { "entropy": 6.0467628002166744, "epoch": 1.8328826392644673, "grad_norm": 0.9375, "learning_rate": 0.0004921696435072245, "loss": 5.8843, "mean_token_accuracy": 0.16265512108802796, "num_tokens": 3811889.0, "step": 1695 }, { "entropy": 5.9999645233154295, "epoch": 1.83829096809086, "grad_norm": 1.0546875, "learning_rate": 0.0004920570786743191, "loss": 5.8481, "mean_token_accuracy": 0.16382198184728622, "num_tokens": 3822949.0, "step": 1700 }, { "entropy": 6.102803945541382, "epoch": 1.8436992969172525, "grad_norm": 1.078125, "learning_rate": 0.0004919437250554882, "loss": 5.9143, "mean_token_accuracy": 0.16273610591888427, "num_tokens": 3834734.0, "step": 1705 }, { "entropy": 6.029530954360962, "epoch": 1.8491076257436452, "grad_norm": 1.140625, "learning_rate": 0.0004918295830626592, "loss": 5.7834, "mean_token_accuracy": 0.17444511353969575, "num_tokens": 3845508.0, "step": 1710 }, { "entropy": 5.965552425384521, "epoch": 1.8545159545700378, "grad_norm": 1.0390625, "learning_rate": 0.0004917146531106242, "loss": 5.7701, "mean_token_accuracy": 0.16514772921800613, "num_tokens": 3856500.0, "step": 1715 }, { "entropy": 6.14597716331482, "epoch": 1.8599242833964305, "grad_norm": 1.0859375, "learning_rate": 0.0004915989356170389, "loss": 5.8608, "mean_token_accuracy": 0.16108423322439194, "num_tokens": 3867877.0, "step": 1720 }, { "entropy": 6.003490257263183, "epoch": 1.865332612222823, "grad_norm": 1.0859375, "learning_rate": 0.0004914824310024213, "loss": 5.8502, "mean_token_accuracy": 0.1659428983926773, "num_tokens": 3878613.0, "step": 1725 }, { "entropy": 5.988573265075684, "epoch": 1.870740941049216, "grad_norm": 1.078125, "learning_rate": 0.0004913651396901489, "loss": 5.7536, "mean_token_accuracy": 0.16964653134346008, "num_tokens": 3888418.0, "step": 1730 }, { "entropy": 6.0804027080535885, "epoch": 1.8761492698756084, "grad_norm": 1.046875, "learning_rate": 0.000491247062106459, "loss": 5.8341, "mean_token_accuracy": 0.16630043238401412, "num_tokens": 3899359.0, "step": 1735 }, { "entropy": 6.027860641479492, "epoch": 1.8815575987020012, "grad_norm": 0.984375, "learning_rate": 0.0004911281986804455, "loss": 5.9112, "mean_token_accuracy": 0.16525566279888154, "num_tokens": 3911568.0, "step": 1740 }, { "entropy": 6.022890949249268, "epoch": 1.8869659275283936, "grad_norm": 1.0234375, "learning_rate": 0.0004910085498440587, "loss": 5.8767, "mean_token_accuracy": 0.15697558373212814, "num_tokens": 3921597.0, "step": 1745 }, { "entropy": 6.013006639480591, "epoch": 1.8923742563547865, "grad_norm": 1.109375, "learning_rate": 0.0004908881160321025, "loss": 5.7616, "mean_token_accuracy": 0.1611903950572014, "num_tokens": 3933124.0, "step": 1750 }, { "entropy": 6.026111459732055, "epoch": 1.897782585181179, "grad_norm": 1.1015625, "learning_rate": 0.0004907668976822338, "loss": 5.7779, "mean_token_accuracy": 0.17135102599859237, "num_tokens": 3944388.0, "step": 1755 }, { "entropy": 6.03193097114563, "epoch": 1.9031909140075718, "grad_norm": 1.0546875, "learning_rate": 0.0004906448952349603, "loss": 5.7552, "mean_token_accuracy": 0.16768674552440643, "num_tokens": 3955024.0, "step": 1760 }, { "entropy": 5.874382495880127, "epoch": 1.9085992428339642, "grad_norm": 0.9765625, "learning_rate": 0.0004905221091336392, "loss": 5.752, "mean_token_accuracy": 0.17219420224428178, "num_tokens": 3966029.0, "step": 1765 }, { "entropy": 5.936220693588257, "epoch": 1.914007571660357, "grad_norm": 1.1640625, "learning_rate": 0.0004903985398244753, "loss": 5.72, "mean_token_accuracy": 0.16943709850311278, "num_tokens": 3976066.0, "step": 1770 }, { "entropy": 6.098024606704712, "epoch": 1.9194159004867495, "grad_norm": 1.0390625, "learning_rate": 0.0004902741877565201, "loss": 5.9178, "mean_token_accuracy": 0.1621759831905365, "num_tokens": 3986467.0, "step": 1775 }, { "entropy": 6.042089986801147, "epoch": 1.9248242293131423, "grad_norm": 1.0390625, "learning_rate": 0.000490149053381669, "loss": 5.8772, "mean_token_accuracy": 0.16438196301460267, "num_tokens": 3998208.0, "step": 1780 }, { "entropy": 6.0255107402801515, "epoch": 1.9302325581395348, "grad_norm": 1.15625, "learning_rate": 0.0004900231371546608, "loss": 5.8455, "mean_token_accuracy": 0.17020723074674607, "num_tokens": 4008202.0, "step": 1785 }, { "entropy": 5.9757099628448485, "epoch": 1.9356408869659276, "grad_norm": 1.09375, "learning_rate": 0.0004898964395330753, "loss": 5.6556, "mean_token_accuracy": 0.1747577890753746, "num_tokens": 4019256.0, "step": 1790 }, { "entropy": 5.862748003005981, "epoch": 1.94104921579232, "grad_norm": 0.9921875, "learning_rate": 0.0004897689609773318, "loss": 5.7121, "mean_token_accuracy": 0.16850950121879577, "num_tokens": 4029738.0, "step": 1795 }, { "entropy": 6.027835559844971, "epoch": 1.946457544618713, "grad_norm": 1.03125, "learning_rate": 0.0004896407019506879, "loss": 5.9316, "mean_token_accuracy": 0.15625764727592467, "num_tokens": 4042277.0, "step": 1800 }, { "entropy": 6.052269363403321, "epoch": 1.9518658734451053, "grad_norm": 1.078125, "learning_rate": 0.0004895116629192371, "loss": 5.796, "mean_token_accuracy": 0.17734160125255585, "num_tokens": 4054019.0, "step": 1805 }, { "entropy": 5.959774589538574, "epoch": 1.9572742022714982, "grad_norm": 0.99609375, "learning_rate": 0.0004893818443519074, "loss": 5.8651, "mean_token_accuracy": 0.16139881312847137, "num_tokens": 4065562.0, "step": 1810 }, { "entropy": 6.076329278945923, "epoch": 1.9626825310978906, "grad_norm": 0.97265625, "learning_rate": 0.00048925124672046, "loss": 5.899, "mean_token_accuracy": 0.16672396659851074, "num_tokens": 4076617.0, "step": 1815 }, { "entropy": 5.9678566455841064, "epoch": 1.9680908599242835, "grad_norm": 1.015625, "learning_rate": 0.0004891198704994868, "loss": 5.7197, "mean_token_accuracy": 0.17168603837490082, "num_tokens": 4087191.0, "step": 1820 }, { "entropy": 6.026430892944336, "epoch": 1.973499188750676, "grad_norm": 0.97265625, "learning_rate": 0.0004889877161664096, "loss": 5.7438, "mean_token_accuracy": 0.17233943641185762, "num_tokens": 4099150.0, "step": 1825 }, { "entropy": 5.938602876663208, "epoch": 1.9789075175770687, "grad_norm": 1.1484375, "learning_rate": 0.0004888547842014771, "loss": 5.7592, "mean_token_accuracy": 0.1716069221496582, "num_tokens": 4110299.0, "step": 1830 }, { "entropy": 5.977336502075195, "epoch": 1.9843158464034614, "grad_norm": 1.0703125, "learning_rate": 0.0004887210750877648, "loss": 5.7691, "mean_token_accuracy": 0.1696719065308571, "num_tokens": 4121682.0, "step": 1835 }, { "entropy": 5.967773580551148, "epoch": 1.989724175229854, "grad_norm": 1.015625, "learning_rate": 0.0004885865893111716, "loss": 5.7105, "mean_token_accuracy": 0.16929261684417723, "num_tokens": 4132914.0, "step": 1840 }, { "entropy": 5.943519020080567, "epoch": 1.9951325040562466, "grad_norm": 1.015625, "learning_rate": 0.0004884513273604195, "loss": 5.817, "mean_token_accuracy": 0.16275771856307983, "num_tokens": 4144213.0, "step": 1845 }, { "entropy": 6.060820526546902, "epoch": 2.0, "grad_norm": 2.15625, "learning_rate": 0.0004883152897270502, "loss": 5.8566, "mean_token_accuracy": 0.1669033153189553, "num_tokens": 4153778.0, "step": 1850 }, { "entropy": 5.90231032371521, "epoch": 2.005408328826393, "grad_norm": 0.9921875, "learning_rate": 0.0004881784769054253, "loss": 5.4767, "mean_token_accuracy": 0.17754273414611815, "num_tokens": 4165536.0, "step": 1855 }, { "entropy": 6.054047441482544, "epoch": 2.0108166576527853, "grad_norm": 0.96484375, "learning_rate": 0.0004880408893927226, "loss": 5.5205, "mean_token_accuracy": 0.1762312263250351, "num_tokens": 4176182.0, "step": 1860 }, { "entropy": 5.773842191696167, "epoch": 2.016224986479178, "grad_norm": 0.98828125, "learning_rate": 0.0004879025276889355, "loss": 5.5271, "mean_token_accuracy": 0.18644132167100907, "num_tokens": 4187592.0, "step": 1865 }, { "entropy": 5.9513507843017575, "epoch": 2.0216333153055706, "grad_norm": 1.0390625, "learning_rate": 0.00048776339229687077, "loss": 5.3477, "mean_token_accuracy": 0.19126913845539092, "num_tokens": 4198199.0, "step": 1870 }, { "entropy": 5.860542154312133, "epoch": 2.0270416441319634, "grad_norm": 1.09375, "learning_rate": 0.00048762348372214683, "loss": 5.5766, "mean_token_accuracy": 0.17574259787797927, "num_tokens": 4208116.0, "step": 1875 }, { "entropy": 5.854842281341552, "epoch": 2.032449972958356, "grad_norm": 0.9453125, "learning_rate": 0.00048748280247319165, "loss": 5.3452, "mean_token_accuracy": 0.184936061501503, "num_tokens": 4218569.0, "step": 1880 }, { "entropy": 5.84954047203064, "epoch": 2.0378583017847487, "grad_norm": 1.03125, "learning_rate": 0.0004873413490612412, "loss": 5.4911, "mean_token_accuracy": 0.18496645092964173, "num_tokens": 4228785.0, "step": 1885 }, { "entropy": 5.945874834060669, "epoch": 2.043266630611141, "grad_norm": 1.109375, "learning_rate": 0.00048719912400033757, "loss": 5.4494, "mean_token_accuracy": 0.18092841953039168, "num_tokens": 4238814.0, "step": 1890 }, { "entropy": 5.815927982330322, "epoch": 2.048674959437534, "grad_norm": 0.984375, "learning_rate": 0.000487056127807327, "loss": 5.4196, "mean_token_accuracy": 0.18144138157367706, "num_tokens": 4250544.0, "step": 1895 }, { "entropy": 5.868709659576416, "epoch": 2.0540832882639264, "grad_norm": 1.1484375, "learning_rate": 0.00048691236100185795, "loss": 5.5407, "mean_token_accuracy": 0.17920881062746047, "num_tokens": 4261806.0, "step": 1900 }, { "entropy": 5.967426872253418, "epoch": 2.0594916170903192, "grad_norm": 1.15625, "learning_rate": 0.0004867678241063792, "loss": 5.5081, "mean_token_accuracy": 0.1819603979587555, "num_tokens": 4272472.0, "step": 1905 }, { "entropy": 5.858438920974732, "epoch": 2.0648999459167117, "grad_norm": 1.015625, "learning_rate": 0.00048662251764613833, "loss": 5.4782, "mean_token_accuracy": 0.18146095871925355, "num_tokens": 4283758.0, "step": 1910 }, { "entropy": 5.848507308959961, "epoch": 2.0703082747431045, "grad_norm": 0.984375, "learning_rate": 0.0004864764421491793, "loss": 5.574, "mean_token_accuracy": 0.181258824467659, "num_tokens": 4295930.0, "step": 1915 }, { "entropy": 6.06169810295105, "epoch": 2.075716603569497, "grad_norm": 1.0078125, "learning_rate": 0.0004863295981463408, "loss": 5.498, "mean_token_accuracy": 0.1879578188061714, "num_tokens": 4306711.0, "step": 1920 }, { "entropy": 5.809031867980957, "epoch": 2.08112493239589, "grad_norm": 1.171875, "learning_rate": 0.0004861819861712543, "loss": 5.4812, "mean_token_accuracy": 0.18434513956308365, "num_tokens": 4317694.0, "step": 1925 }, { "entropy": 5.958704710006714, "epoch": 2.086533261222282, "grad_norm": 1.125, "learning_rate": 0.00048603360676034203, "loss": 5.5586, "mean_token_accuracy": 0.1770416095852852, "num_tokens": 4329552.0, "step": 1930 }, { "entropy": 5.864098119735718, "epoch": 2.091941590048675, "grad_norm": 1.0390625, "learning_rate": 0.00048588446045281505, "loss": 5.4969, "mean_token_accuracy": 0.18100284337997435, "num_tokens": 4340479.0, "step": 1935 }, { "entropy": 5.802739858627319, "epoch": 2.0973499188750675, "grad_norm": 1.09375, "learning_rate": 0.0004857345477906714, "loss": 5.3742, "mean_token_accuracy": 0.18729505985975264, "num_tokens": 4351147.0, "step": 1940 }, { "entropy": 5.726704216003418, "epoch": 2.1027582477014604, "grad_norm": 0.984375, "learning_rate": 0.00048558386931869417, "loss": 5.3876, "mean_token_accuracy": 0.18800846487283707, "num_tokens": 4362962.0, "step": 1945 }, { "entropy": 5.889808416366577, "epoch": 2.1081665765278528, "grad_norm": 0.9921875, "learning_rate": 0.0004854324255844492, "loss": 5.4866, "mean_token_accuracy": 0.18484701812267304, "num_tokens": 4373723.0, "step": 1950 }, { "entropy": 5.75990924835205, "epoch": 2.1135749053542456, "grad_norm": 1.1953125, "learning_rate": 0.00048528021713828336, "loss": 5.4655, "mean_token_accuracy": 0.1776862010359764, "num_tokens": 4383434.0, "step": 1955 }, { "entropy": 5.841428995132446, "epoch": 2.118983234180638, "grad_norm": 1.03125, "learning_rate": 0.0004851272445333225, "loss": 5.4186, "mean_token_accuracy": 0.18994414508342744, "num_tokens": 4394847.0, "step": 1960 }, { "entropy": 5.8689299583435055, "epoch": 2.124391563007031, "grad_norm": 1.0703125, "learning_rate": 0.00048497350832546937, "loss": 5.524, "mean_token_accuracy": 0.18320200741291046, "num_tokens": 4406367.0, "step": 1965 }, { "entropy": 5.917090654373169, "epoch": 2.1297998918334233, "grad_norm": 1.1015625, "learning_rate": 0.0004848190090734018, "loss": 5.5273, "mean_token_accuracy": 0.18322407305240632, "num_tokens": 4417636.0, "step": 1970 }, { "entropy": 5.863876390457153, "epoch": 2.135208220659816, "grad_norm": 1.0390625, "learning_rate": 0.00048466374733857035, "loss": 5.5325, "mean_token_accuracy": 0.18607548624277115, "num_tokens": 4428473.0, "step": 1975 }, { "entropy": 5.845749950408935, "epoch": 2.1406165494862086, "grad_norm": 1.140625, "learning_rate": 0.0004845077236851966, "loss": 5.4622, "mean_token_accuracy": 0.18125550746917723, "num_tokens": 4439780.0, "step": 1980 }, { "entropy": 5.8221944808959964, "epoch": 2.1460248783126015, "grad_norm": 1.078125, "learning_rate": 0.00048435093868027076, "loss": 5.4118, "mean_token_accuracy": 0.19358843713998794, "num_tokens": 4450929.0, "step": 1985 }, { "entropy": 5.835688257217408, "epoch": 2.151433207138994, "grad_norm": 1.0859375, "learning_rate": 0.00048419339289354995, "loss": 5.454, "mean_token_accuracy": 0.18442270159721375, "num_tokens": 4462967.0, "step": 1990 }, { "entropy": 5.889276933670044, "epoch": 2.1568415359653867, "grad_norm": 1.140625, "learning_rate": 0.000484035086897556, "loss": 5.5347, "mean_token_accuracy": 0.1838492140173912, "num_tokens": 4473970.0, "step": 1995 }, { "entropy": 5.863001918792724, "epoch": 2.162249864791779, "grad_norm": 1.0390625, "learning_rate": 0.0004838760212675732, "loss": 5.5383, "mean_token_accuracy": 0.1813681200146675, "num_tokens": 4485660.0, "step": 2000 }, { "epoch": 2.162249864791779, "eval_entropy": 5.725599083033475, "eval_loss": 6.020395755767822, "eval_mean_token_accuracy": 0.16601560962471096, "eval_num_tokens": 4485660.0, "eval_runtime": 1.9373, "eval_samples_per_second": 1814.336, "eval_steps_per_second": 227.115, "step": 2000 }, { "entropy": 5.8430750370025635, "epoch": 2.167658193618172, "grad_norm": 1.015625, "learning_rate": 0.0004837161965816464, "loss": 5.509, "mean_token_accuracy": 0.1867072880268097, "num_tokens": 4497261.0, "step": 2005 }, { "entropy": 5.846252346038819, "epoch": 2.1730665224445644, "grad_norm": 1.0234375, "learning_rate": 0.00048355561342057886, "loss": 5.3884, "mean_token_accuracy": 0.18988969624042512, "num_tokens": 4508120.0, "step": 2010 }, { "entropy": 5.839772653579712, "epoch": 2.1784748512709573, "grad_norm": 1.125, "learning_rate": 0.00048339427236793024, "loss": 5.4781, "mean_token_accuracy": 0.18922811150550842, "num_tokens": 4519286.0, "step": 2015 }, { "entropy": 5.898039484024048, "epoch": 2.1838831800973497, "grad_norm": 0.91796875, "learning_rate": 0.0004832321740100143, "loss": 5.5553, "mean_token_accuracy": 0.1808038905262947, "num_tokens": 4531912.0, "step": 2020 }, { "entropy": 5.885161018371582, "epoch": 2.1892915089237426, "grad_norm": 1.15625, "learning_rate": 0.00048306931893589666, "loss": 5.5665, "mean_token_accuracy": 0.18202104717493056, "num_tokens": 4544370.0, "step": 2025 }, { "entropy": 5.853564596176147, "epoch": 2.194699837750135, "grad_norm": 1.0859375, "learning_rate": 0.00048290570773739327, "loss": 5.5119, "mean_token_accuracy": 0.18240146934986115, "num_tokens": 4556013.0, "step": 2030 }, { "entropy": 5.764708852767944, "epoch": 2.200108166576528, "grad_norm": 1.09375, "learning_rate": 0.00048274134100906747, "loss": 5.4625, "mean_token_accuracy": 0.18581133484840393, "num_tokens": 4566200.0, "step": 2035 }, { "entropy": 5.856343841552734, "epoch": 2.2055164954029207, "grad_norm": 1.0546875, "learning_rate": 0.00048257621934822835, "loss": 5.506, "mean_token_accuracy": 0.18467539846897124, "num_tokens": 4576899.0, "step": 2040 }, { "entropy": 5.934852552413941, "epoch": 2.210924824229313, "grad_norm": 0.984375, "learning_rate": 0.0004824103433549285, "loss": 5.5254, "mean_token_accuracy": 0.17869499921798707, "num_tokens": 4588983.0, "step": 2045 }, { "entropy": 5.847223997116089, "epoch": 2.2163331530557056, "grad_norm": 1.234375, "learning_rate": 0.0004822437136319616, "loss": 5.479, "mean_token_accuracy": 0.19166221618652343, "num_tokens": 4599758.0, "step": 2050 }, { "entropy": 5.81277289390564, "epoch": 2.2217414818820984, "grad_norm": 1.0859375, "learning_rate": 0.0004820763307848604, "loss": 5.5154, "mean_token_accuracy": 0.1851065754890442, "num_tokens": 4610927.0, "step": 2055 }, { "entropy": 5.839804220199585, "epoch": 2.2271498107084913, "grad_norm": 1.1015625, "learning_rate": 0.00048190819542189456, "loss": 5.5307, "mean_token_accuracy": 0.18261638432741165, "num_tokens": 4623719.0, "step": 2060 }, { "entropy": 5.836520338058472, "epoch": 2.2325581395348837, "grad_norm": 1.1328125, "learning_rate": 0.00048173930815406847, "loss": 5.5893, "mean_token_accuracy": 0.17861880511045455, "num_tokens": 4635389.0, "step": 2065 }, { "entropy": 5.938038301467896, "epoch": 2.2379664683612766, "grad_norm": 1.1953125, "learning_rate": 0.0004815696695951187, "loss": 5.5353, "mean_token_accuracy": 0.18332355469465256, "num_tokens": 4645093.0, "step": 2070 }, { "entropy": 5.799956464767456, "epoch": 2.243374797187669, "grad_norm": 1.03125, "learning_rate": 0.0004813992803615123, "loss": 5.5249, "mean_token_accuracy": 0.17770509719848632, "num_tokens": 4656490.0, "step": 2075 }, { "entropy": 5.897887754440307, "epoch": 2.248783126014062, "grad_norm": 1.1640625, "learning_rate": 0.00048122814107244414, "loss": 5.5365, "mean_token_accuracy": 0.18031222522258758, "num_tokens": 4667603.0, "step": 2080 }, { "entropy": 5.810691595077515, "epoch": 2.2541914548404542, "grad_norm": 1.1015625, "learning_rate": 0.00048105625234983466, "loss": 5.4848, "mean_token_accuracy": 0.17508939504623414, "num_tokens": 4678669.0, "step": 2085 }, { "entropy": 5.735423612594604, "epoch": 2.259599783666847, "grad_norm": 1.2578125, "learning_rate": 0.00048088361481832807, "loss": 5.2923, "mean_token_accuracy": 0.19484480917453767, "num_tokens": 4689757.0, "step": 2090 }, { "entropy": 5.711760234832764, "epoch": 2.2650081124932395, "grad_norm": 1.140625, "learning_rate": 0.00048071022910528934, "loss": 5.4666, "mean_token_accuracy": 0.18362647742033006, "num_tokens": 4699332.0, "step": 2095 }, { "entropy": 5.8964282989501955, "epoch": 2.2704164413196324, "grad_norm": 1.1328125, "learning_rate": 0.00048053609584080274, "loss": 5.5409, "mean_token_accuracy": 0.1857800304889679, "num_tokens": 4709485.0, "step": 2100 }, { "entropy": 5.778720140457153, "epoch": 2.275824770146025, "grad_norm": 1.1015625, "learning_rate": 0.00048036121565766876, "loss": 5.4826, "mean_token_accuracy": 0.18560403287410737, "num_tokens": 4720935.0, "step": 2105 }, { "entropy": 5.745053100585937, "epoch": 2.2812330989724177, "grad_norm": 1.0703125, "learning_rate": 0.0004801855891914026, "loss": 5.4299, "mean_token_accuracy": 0.18251365274190903, "num_tokens": 4731219.0, "step": 2110 }, { "entropy": 5.898935747146607, "epoch": 2.28664142779881, "grad_norm": 1.1171875, "learning_rate": 0.00048000921708023117, "loss": 5.5586, "mean_token_accuracy": 0.18378493636846543, "num_tokens": 4742637.0, "step": 2115 }, { "entropy": 5.783941411972046, "epoch": 2.292049756625203, "grad_norm": 1.1015625, "learning_rate": 0.0004798320999650911, "loss": 5.4516, "mean_token_accuracy": 0.1839448481798172, "num_tokens": 4753341.0, "step": 2120 }, { "entropy": 5.984134101867676, "epoch": 2.2974580854515954, "grad_norm": 1.0859375, "learning_rate": 0.00047965423848962636, "loss": 5.6041, "mean_token_accuracy": 0.18355586379766464, "num_tokens": 4765339.0, "step": 2125 }, { "entropy": 5.843023586273193, "epoch": 2.302866414277988, "grad_norm": 1.015625, "learning_rate": 0.000479475633300186, "loss": 5.4551, "mean_token_accuracy": 0.18163464665412904, "num_tokens": 4776149.0, "step": 2130 }, { "entropy": 5.771022653579712, "epoch": 2.3082747431043806, "grad_norm": 1.046875, "learning_rate": 0.00047929628504582173, "loss": 5.4777, "mean_token_accuracy": 0.18727335333824158, "num_tokens": 4788120.0, "step": 2135 }, { "entropy": 5.860320329666138, "epoch": 2.3136830719307735, "grad_norm": 1.1015625, "learning_rate": 0.0004791161943782856, "loss": 5.5576, "mean_token_accuracy": 0.17805030047893525, "num_tokens": 4799922.0, "step": 2140 }, { "entropy": 5.718722105026245, "epoch": 2.319091400757166, "grad_norm": 1.0078125, "learning_rate": 0.00047893536195202726, "loss": 5.4895, "mean_token_accuracy": 0.18036262691020966, "num_tokens": 4810501.0, "step": 2145 }, { "entropy": 5.817003440856934, "epoch": 2.3244997295835588, "grad_norm": 1.125, "learning_rate": 0.0004787537884241923, "loss": 5.4417, "mean_token_accuracy": 0.1868960365653038, "num_tokens": 4820919.0, "step": 2150 }, { "entropy": 5.889329147338867, "epoch": 2.329908058409951, "grad_norm": 1.015625, "learning_rate": 0.00047857147445461943, "loss": 5.5355, "mean_token_accuracy": 0.18348777890205384, "num_tokens": 4833298.0, "step": 2155 }, { "entropy": 5.682007360458374, "epoch": 2.335316387236344, "grad_norm": 1.1015625, "learning_rate": 0.0004783884207058379, "loss": 5.4153, "mean_token_accuracy": 0.17922882437705995, "num_tokens": 4845199.0, "step": 2160 }, { "entropy": 5.795744609832764, "epoch": 2.3407247160627365, "grad_norm": 1.125, "learning_rate": 0.00047820462784306555, "loss": 5.4691, "mean_token_accuracy": 0.18276022076606752, "num_tokens": 4856549.0, "step": 2165 }, { "entropy": 5.809813499450684, "epoch": 2.3461330448891293, "grad_norm": 1.09375, "learning_rate": 0.000478020096534206, "loss": 5.5131, "mean_token_accuracy": 0.17976404577493668, "num_tokens": 4868446.0, "step": 2170 }, { "entropy": 5.885415935516358, "epoch": 2.3515413737155217, "grad_norm": 1.109375, "learning_rate": 0.00047783482744984644, "loss": 5.5668, "mean_token_accuracy": 0.1731751322746277, "num_tokens": 4879047.0, "step": 2175 }, { "entropy": 5.818225002288818, "epoch": 2.3569497025419146, "grad_norm": 0.9609375, "learning_rate": 0.00047764882126325527, "loss": 5.4639, "mean_token_accuracy": 0.18213903456926345, "num_tokens": 4891591.0, "step": 2180 }, { "entropy": 5.744760799407959, "epoch": 2.362358031368307, "grad_norm": 0.984375, "learning_rate": 0.0004774620786503793, "loss": 5.4759, "mean_token_accuracy": 0.18766329139471055, "num_tokens": 4902710.0, "step": 2185 }, { "entropy": 5.887608385086059, "epoch": 2.3677663601947, "grad_norm": 1.015625, "learning_rate": 0.0004772746002898417, "loss": 5.5475, "mean_token_accuracy": 0.18340907692909242, "num_tokens": 4914668.0, "step": 2190 }, { "entropy": 5.906754684448242, "epoch": 2.3731746890210923, "grad_norm": 1.1875, "learning_rate": 0.00047708638686293903, "loss": 5.6686, "mean_token_accuracy": 0.17607683539390565, "num_tokens": 4926684.0, "step": 2195 }, { "entropy": 5.885916709899902, "epoch": 2.378583017847485, "grad_norm": 0.98828125, "learning_rate": 0.00047689743905363963, "loss": 5.5433, "mean_token_accuracy": 0.1780522108078003, "num_tokens": 4938577.0, "step": 2200 }, { "entropy": 5.711051607131958, "epoch": 2.383991346673878, "grad_norm": 1.1328125, "learning_rate": 0.0004767077575485801, "loss": 5.4213, "mean_token_accuracy": 0.19123190641403198, "num_tokens": 4949070.0, "step": 2205 }, { "entropy": 5.815402317047119, "epoch": 2.3893996755002704, "grad_norm": 1.125, "learning_rate": 0.0004765173430370635, "loss": 5.4939, "mean_token_accuracy": 0.18558672815561295, "num_tokens": 4959558.0, "step": 2210 }, { "entropy": 5.715311431884766, "epoch": 2.394808004326663, "grad_norm": 1.078125, "learning_rate": 0.0004763261962110567, "loss": 5.3557, "mean_token_accuracy": 0.19049575328826904, "num_tokens": 4970310.0, "step": 2215 }, { "entropy": 5.725232744216919, "epoch": 2.4002163331530557, "grad_norm": 1.03125, "learning_rate": 0.0004761343177651875, "loss": 5.4447, "mean_token_accuracy": 0.18282105326652526, "num_tokens": 4982300.0, "step": 2220 }, { "entropy": 5.790338802337646, "epoch": 2.4056246619794486, "grad_norm": 1.015625, "learning_rate": 0.0004759417083967428, "loss": 5.4725, "mean_token_accuracy": 0.18086550235748292, "num_tokens": 4994425.0, "step": 2225 }, { "entropy": 5.776576137542724, "epoch": 2.411032990805841, "grad_norm": 0.9921875, "learning_rate": 0.00047574836880566544, "loss": 5.4794, "mean_token_accuracy": 0.19098425656557083, "num_tokens": 5005872.0, "step": 2230 }, { "entropy": 5.78202633857727, "epoch": 2.4164413196322334, "grad_norm": 1.0234375, "learning_rate": 0.0004755542996945519, "loss": 5.5075, "mean_token_accuracy": 0.18447682559490203, "num_tokens": 5016903.0, "step": 2235 }, { "entropy": 5.836867189407348, "epoch": 2.4218496484586263, "grad_norm": 1.0078125, "learning_rate": 0.00047535950176864976, "loss": 5.5442, "mean_token_accuracy": 0.18406234681606293, "num_tokens": 5028407.0, "step": 2240 }, { "entropy": 5.820690727233886, "epoch": 2.427257977285019, "grad_norm": 1.0546875, "learning_rate": 0.00047516397573585525, "loss": 5.5518, "mean_token_accuracy": 0.18487397730350494, "num_tokens": 5039693.0, "step": 2245 }, { "entropy": 5.846407175064087, "epoch": 2.4326663061114115, "grad_norm": 1.125, "learning_rate": 0.00047496772230671034, "loss": 5.5034, "mean_token_accuracy": 0.18430618047714234, "num_tokens": 5051279.0, "step": 2250 }, { "entropy": 5.8105754375457765, "epoch": 2.4380746349378044, "grad_norm": 1.1640625, "learning_rate": 0.0004747707421944004, "loss": 5.4522, "mean_token_accuracy": 0.1847480833530426, "num_tokens": 5062698.0, "step": 2255 }, { "entropy": 5.7512526512146, "epoch": 2.443482963764197, "grad_norm": 0.96875, "learning_rate": 0.0004745730361147517, "loss": 5.4366, "mean_token_accuracy": 0.18818385004997254, "num_tokens": 5074927.0, "step": 2260 }, { "entropy": 5.796603631973267, "epoch": 2.4488912925905897, "grad_norm": 1.125, "learning_rate": 0.0004743746047862286, "loss": 5.5697, "mean_token_accuracy": 0.1745971441268921, "num_tokens": 5086298.0, "step": 2265 }, { "entropy": 5.817357540130615, "epoch": 2.454299621416982, "grad_norm": 0.98046875, "learning_rate": 0.0004741754489299309, "loss": 5.5101, "mean_token_accuracy": 0.17972173988819123, "num_tokens": 5098161.0, "step": 2270 }, { "entropy": 5.774695014953613, "epoch": 2.459707950243375, "grad_norm": 1.0390625, "learning_rate": 0.00047397556926959155, "loss": 5.4874, "mean_token_accuracy": 0.19200887233018876, "num_tokens": 5110743.0, "step": 2275 }, { "entropy": 5.90885591506958, "epoch": 2.4651162790697674, "grad_norm": 1.1015625, "learning_rate": 0.00047377496653157374, "loss": 5.5304, "mean_token_accuracy": 0.1880877986550331, "num_tokens": 5121838.0, "step": 2280 }, { "entropy": 5.696847534179687, "epoch": 2.4705246078961602, "grad_norm": 1.0625, "learning_rate": 0.00047357364144486806, "loss": 5.4768, "mean_token_accuracy": 0.1817433074116707, "num_tokens": 5135047.0, "step": 2285 }, { "entropy": 5.772260761260986, "epoch": 2.4759329367225527, "grad_norm": 1.1171875, "learning_rate": 0.00047337159474109057, "loss": 5.4649, "mean_token_accuracy": 0.17703176736831666, "num_tokens": 5146329.0, "step": 2290 }, { "entropy": 5.863223314285278, "epoch": 2.4813412655489455, "grad_norm": 1.1171875, "learning_rate": 0.00047316882715447934, "loss": 5.5062, "mean_token_accuracy": 0.1872244283556938, "num_tokens": 5157511.0, "step": 2295 }, { "entropy": 5.693565464019775, "epoch": 2.486749594375338, "grad_norm": 1.1640625, "learning_rate": 0.0004729653394218922, "loss": 5.495, "mean_token_accuracy": 0.18242276459932327, "num_tokens": 5168456.0, "step": 2300 }, { "entropy": 5.931699275970459, "epoch": 2.492157923201731, "grad_norm": 1.078125, "learning_rate": 0.00047276113228280427, "loss": 5.5515, "mean_token_accuracy": 0.1825096696615219, "num_tokens": 5179294.0, "step": 2305 }, { "entropy": 5.807642078399658, "epoch": 2.497566252028123, "grad_norm": 1.015625, "learning_rate": 0.0004725562064793045, "loss": 5.4993, "mean_token_accuracy": 0.18253640085458755, "num_tokens": 5190195.0, "step": 2310 }, { "entropy": 5.710082483291626, "epoch": 2.502974580854516, "grad_norm": 1.2421875, "learning_rate": 0.00047235056275609397, "loss": 5.3895, "mean_token_accuracy": 0.18921253234148025, "num_tokens": 5201289.0, "step": 2315 }, { "entropy": 5.741735363006592, "epoch": 2.5083829096809085, "grad_norm": 1.046875, "learning_rate": 0.0004721442018604822, "loss": 5.4177, "mean_token_accuracy": 0.19280524998903276, "num_tokens": 5212295.0, "step": 2320 }, { "entropy": 5.650020360946655, "epoch": 2.5137912385073014, "grad_norm": 1.0234375, "learning_rate": 0.0004719371245423853, "loss": 5.3894, "mean_token_accuracy": 0.1905950501561165, "num_tokens": 5223144.0, "step": 2325 }, { "entropy": 5.713900184631347, "epoch": 2.5191995673336938, "grad_norm": 1.1015625, "learning_rate": 0.00047172933155432273, "loss": 5.4097, "mean_token_accuracy": 0.18740693479776382, "num_tokens": 5232840.0, "step": 2330 }, { "entropy": 5.713705444335938, "epoch": 2.5246078961600866, "grad_norm": 1.109375, "learning_rate": 0.00047152082365141466, "loss": 5.5167, "mean_token_accuracy": 0.18210788518190385, "num_tokens": 5243796.0, "step": 2335 }, { "entropy": 5.8688812255859375, "epoch": 2.530016224986479, "grad_norm": 1.0625, "learning_rate": 0.0004713116015913794, "loss": 5.5962, "mean_token_accuracy": 0.17875071614980698, "num_tokens": 5255990.0, "step": 2340 }, { "entropy": 5.84153995513916, "epoch": 2.535424553812872, "grad_norm": 0.9765625, "learning_rate": 0.00047110166613453016, "loss": 5.5344, "mean_token_accuracy": 0.1801824688911438, "num_tokens": 5268134.0, "step": 2345 }, { "entropy": 5.672592115402222, "epoch": 2.5408328826392643, "grad_norm": 1.0703125, "learning_rate": 0.00047089101804377305, "loss": 5.3767, "mean_token_accuracy": 0.18733149021863937, "num_tokens": 5278662.0, "step": 2350 }, { "entropy": 5.775094842910766, "epoch": 2.546241211465657, "grad_norm": 1.2578125, "learning_rate": 0.0004706796580846037, "loss": 5.4486, "mean_token_accuracy": 0.18052454739809037, "num_tokens": 5288382.0, "step": 2355 }, { "entropy": 5.735822057723999, "epoch": 2.5516495402920496, "grad_norm": 1.0625, "learning_rate": 0.00047046758702510465, "loss": 5.5175, "mean_token_accuracy": 0.17908523827791215, "num_tokens": 5299769.0, "step": 2360 }, { "entropy": 5.894213485717773, "epoch": 2.5570578691184425, "grad_norm": 1.046875, "learning_rate": 0.00047025480563594264, "loss": 5.4694, "mean_token_accuracy": 0.18954675197601317, "num_tokens": 5310662.0, "step": 2365 }, { "entropy": 5.68624210357666, "epoch": 2.5624661979448353, "grad_norm": 1.0546875, "learning_rate": 0.00047004131469036576, "loss": 5.433, "mean_token_accuracy": 0.1791605308651924, "num_tokens": 5321785.0, "step": 2370 }, { "entropy": 5.790686321258545, "epoch": 2.5678745267712277, "grad_norm": 1.0546875, "learning_rate": 0.00046982711496420057, "loss": 5.4881, "mean_token_accuracy": 0.17994098961353303, "num_tokens": 5333557.0, "step": 2375 }, { "entropy": 5.7890860080719, "epoch": 2.57328285559762, "grad_norm": 1.0625, "learning_rate": 0.00046961220723584925, "loss": 5.5283, "mean_token_accuracy": 0.1812247097492218, "num_tokens": 5344767.0, "step": 2380 }, { "entropy": 5.777838706970215, "epoch": 2.578691184424013, "grad_norm": 0.98046875, "learning_rate": 0.00046939659228628725, "loss": 5.4417, "mean_token_accuracy": 0.18691411167383193, "num_tokens": 5356673.0, "step": 2385 }, { "entropy": 5.7575544834136965, "epoch": 2.584099513250406, "grad_norm": 1.2109375, "learning_rate": 0.00046918027089905956, "loss": 5.5538, "mean_token_accuracy": 0.1779048413038254, "num_tokens": 5367296.0, "step": 2390 }, { "entropy": 5.7355200290679935, "epoch": 2.5895078420767983, "grad_norm": 1.046875, "learning_rate": 0.00046896324386027873, "loss": 5.4201, "mean_token_accuracy": 0.18585974872112274, "num_tokens": 5378081.0, "step": 2395 }, { "entropy": 5.821057653427124, "epoch": 2.5949161709031907, "grad_norm": 1.0390625, "learning_rate": 0.00046874551195862145, "loss": 5.5102, "mean_token_accuracy": 0.17801062613725663, "num_tokens": 5390244.0, "step": 2400 }, { "entropy": 5.708388137817383, "epoch": 2.6003244997295836, "grad_norm": 1.1171875, "learning_rate": 0.000468527075985326, "loss": 5.3888, "mean_token_accuracy": 0.1883876532316208, "num_tokens": 5400741.0, "step": 2405 }, { "entropy": 5.796988010406494, "epoch": 2.6057328285559764, "grad_norm": 1.0078125, "learning_rate": 0.00046830793673418924, "loss": 5.5663, "mean_token_accuracy": 0.18608431220054628, "num_tokens": 5411440.0, "step": 2410 }, { "entropy": 5.759448432922364, "epoch": 2.611141157382369, "grad_norm": 1.140625, "learning_rate": 0.00046808809500156355, "loss": 5.4269, "mean_token_accuracy": 0.18147926032543182, "num_tokens": 5422472.0, "step": 2415 }, { "entropy": 5.705766773223877, "epoch": 2.6165494862087613, "grad_norm": 1.0, "learning_rate": 0.0004678675515863545, "loss": 5.5039, "mean_token_accuracy": 0.17874256670475006, "num_tokens": 5433958.0, "step": 2420 }, { "entropy": 5.767446708679199, "epoch": 2.621957815035154, "grad_norm": 1.1484375, "learning_rate": 0.0004676463072900173, "loss": 5.4192, "mean_token_accuracy": 0.19382819086313247, "num_tokens": 5444343.0, "step": 2425 }, { "entropy": 5.681805276870728, "epoch": 2.627366143861547, "grad_norm": 0.98828125, "learning_rate": 0.00046742436291655415, "loss": 5.4357, "mean_token_accuracy": 0.18407043516635896, "num_tokens": 5456260.0, "step": 2430 }, { "entropy": 5.748001480102539, "epoch": 2.6327744726879394, "grad_norm": 0.96484375, "learning_rate": 0.00046720171927251155, "loss": 5.5282, "mean_token_accuracy": 0.18753280341625214, "num_tokens": 5468281.0, "step": 2435 }, { "entropy": 5.655755233764649, "epoch": 2.638182801514332, "grad_norm": 0.9609375, "learning_rate": 0.0004669783771669769, "loss": 5.3615, "mean_token_accuracy": 0.19994893074035644, "num_tokens": 5480068.0, "step": 2440 }, { "entropy": 5.671969795227051, "epoch": 2.6435911303407247, "grad_norm": 1.09375, "learning_rate": 0.000466754337411576, "loss": 5.3704, "mean_token_accuracy": 0.18418589234352112, "num_tokens": 5490932.0, "step": 2445 }, { "entropy": 5.653346681594849, "epoch": 2.6489994591671175, "grad_norm": 1.0546875, "learning_rate": 0.00046652960082046985, "loss": 5.4672, "mean_token_accuracy": 0.18149202167987824, "num_tokens": 5501787.0, "step": 2450 }, { "entropy": 5.773309183120728, "epoch": 2.65440778799351, "grad_norm": 1.109375, "learning_rate": 0.00046630416821035164, "loss": 5.4492, "mean_token_accuracy": 0.18520426899194717, "num_tokens": 5513297.0, "step": 2455 }, { "entropy": 5.655526876449585, "epoch": 2.6598161168199024, "grad_norm": 1.0859375, "learning_rate": 0.0004660780404004441, "loss": 5.4302, "mean_token_accuracy": 0.19071539640426635, "num_tokens": 5523797.0, "step": 2460 }, { "entropy": 5.685646867752075, "epoch": 2.6652244456462952, "grad_norm": 1.046875, "learning_rate": 0.00046585121821249623, "loss": 5.4664, "mean_token_accuracy": 0.191667777299881, "num_tokens": 5535808.0, "step": 2465 }, { "entropy": 5.8277747631073, "epoch": 2.670632774472688, "grad_norm": 0.94921875, "learning_rate": 0.00046562370247078025, "loss": 5.5487, "mean_token_accuracy": 0.1725021183490753, "num_tokens": 5548179.0, "step": 2470 }, { "entropy": 5.832285785675049, "epoch": 2.6760411032990805, "grad_norm": 1.0, "learning_rate": 0.000465395494002089, "loss": 5.5629, "mean_token_accuracy": 0.17875450998544692, "num_tokens": 5559144.0, "step": 2475 }, { "entropy": 5.757518625259399, "epoch": 2.6814494321254734, "grad_norm": 0.99609375, "learning_rate": 0.0004651665936357325, "loss": 5.4518, "mean_token_accuracy": 0.1852279335260391, "num_tokens": 5571103.0, "step": 2480 }, { "entropy": 5.690479469299317, "epoch": 2.686857760951866, "grad_norm": 1.015625, "learning_rate": 0.0004649370022035354, "loss": 5.3842, "mean_token_accuracy": 0.18641475737094879, "num_tokens": 5583239.0, "step": 2485 }, { "entropy": 5.68533730506897, "epoch": 2.6922660897782587, "grad_norm": 1.125, "learning_rate": 0.0004647067205398332, "loss": 5.3563, "mean_token_accuracy": 0.18859488219022752, "num_tokens": 5593602.0, "step": 2490 }, { "entropy": 5.8065142154693605, "epoch": 2.697674418604651, "grad_norm": 1.0625, "learning_rate": 0.00046447574948147027, "loss": 5.5152, "mean_token_accuracy": 0.17736031115055084, "num_tokens": 5604696.0, "step": 2495 }, { "entropy": 5.704569149017334, "epoch": 2.703082747431044, "grad_norm": 1.03125, "learning_rate": 0.00046424408986779587, "loss": 5.49, "mean_token_accuracy": 0.17822713404893875, "num_tokens": 5615668.0, "step": 2500 }, { "epoch": 2.703082747431044, "eval_entropy": 5.6619423313574355, "eval_loss": 5.923056125640869, "eval_mean_token_accuracy": 0.17251565199006688, "eval_num_tokens": 5615668.0, "eval_runtime": 1.9309, "eval_samples_per_second": 1820.364, "eval_steps_per_second": 227.869, "step": 2500 }, { "entropy": 5.76570315361023, "epoch": 2.7084910762574363, "grad_norm": 1.0078125, "learning_rate": 0.0004640117425406615, "loss": 5.4237, "mean_token_accuracy": 0.18574815541505812, "num_tokens": 5627344.0, "step": 2505 }, { "entropy": 5.701715326309204, "epoch": 2.713899405083829, "grad_norm": 1.1328125, "learning_rate": 0.000463778708344418, "loss": 5.4671, "mean_token_accuracy": 0.18088625818490983, "num_tokens": 5637472.0, "step": 2510 }, { "entropy": 5.713341093063354, "epoch": 2.7193077339102216, "grad_norm": 1.1640625, "learning_rate": 0.00046354498812591207, "loss": 5.4502, "mean_token_accuracy": 0.18748428374528886, "num_tokens": 5647766.0, "step": 2515 }, { "entropy": 5.655908727645874, "epoch": 2.7247160627366145, "grad_norm": 1.0625, "learning_rate": 0.00046331058273448364, "loss": 5.3821, "mean_token_accuracy": 0.1837076410651207, "num_tokens": 5658343.0, "step": 2520 }, { "entropy": 5.677487134933472, "epoch": 2.730124391563007, "grad_norm": 1.21875, "learning_rate": 0.0004630754930219624, "loss": 5.3865, "mean_token_accuracy": 0.19113706946372985, "num_tokens": 5669640.0, "step": 2525 }, { "entropy": 5.602105569839478, "epoch": 2.7355327203893998, "grad_norm": 1.03125, "learning_rate": 0.0004628397198426648, "loss": 5.3608, "mean_token_accuracy": 0.18334166407585145, "num_tokens": 5682421.0, "step": 2530 }, { "entropy": 5.6781334400177, "epoch": 2.740941049215792, "grad_norm": 1.0546875, "learning_rate": 0.00046260326405339126, "loss": 5.3426, "mean_token_accuracy": 0.19388457536697387, "num_tokens": 5692797.0, "step": 2535 }, { "entropy": 5.761030578613282, "epoch": 2.746349378042185, "grad_norm": 1.1875, "learning_rate": 0.0004623661265134226, "loss": 5.5239, "mean_token_accuracy": 0.18626205921173095, "num_tokens": 5702779.0, "step": 2540 }, { "entropy": 5.738360166549683, "epoch": 2.7517577068685775, "grad_norm": 1.046875, "learning_rate": 0.0004621283080845172, "loss": 5.5032, "mean_token_accuracy": 0.18362185806035997, "num_tokens": 5714147.0, "step": 2545 }, { "entropy": 5.640808868408203, "epoch": 2.7571660356949703, "grad_norm": 0.9375, "learning_rate": 0.00046188980963090783, "loss": 5.3324, "mean_token_accuracy": 0.19274002760648729, "num_tokens": 5725718.0, "step": 2550 }, { "entropy": 5.647945594787598, "epoch": 2.7625743645213627, "grad_norm": 1.015625, "learning_rate": 0.00046165063201929825, "loss": 5.4152, "mean_token_accuracy": 0.1916851669549942, "num_tokens": 5737441.0, "step": 2555 }, { "entropy": 5.7787117004394535, "epoch": 2.7679826933477556, "grad_norm": 1.140625, "learning_rate": 0.00046141077611886074, "loss": 5.5182, "mean_token_accuracy": 0.1864737704396248, "num_tokens": 5748735.0, "step": 2560 }, { "entropy": 5.815402412414551, "epoch": 2.773391022174148, "grad_norm": 1.0546875, "learning_rate": 0.0004611702428012319, "loss": 5.5785, "mean_token_accuracy": 0.17667905241250992, "num_tokens": 5760262.0, "step": 2565 }, { "entropy": 5.7044572830200195, "epoch": 2.778799351000541, "grad_norm": 1.0703125, "learning_rate": 0.00046092903294051057, "loss": 5.4725, "mean_token_accuracy": 0.18194340616464616, "num_tokens": 5771909.0, "step": 2570 }, { "entropy": 5.587724304199218, "epoch": 2.7842076798269337, "grad_norm": 1.09375, "learning_rate": 0.00046068714741325385, "loss": 5.371, "mean_token_accuracy": 0.1913776785135269, "num_tokens": 5782028.0, "step": 2575 }, { "entropy": 5.821951818466187, "epoch": 2.789616008653326, "grad_norm": 1.125, "learning_rate": 0.0004604445870984743, "loss": 5.5162, "mean_token_accuracy": 0.18275947123765945, "num_tokens": 5793641.0, "step": 2580 }, { "entropy": 5.798354768753052, "epoch": 2.7950243374797186, "grad_norm": 1.015625, "learning_rate": 0.0004602013528776367, "loss": 5.4623, "mean_token_accuracy": 0.18469780087471008, "num_tokens": 5805392.0, "step": 2585 }, { "entropy": 5.736293888092041, "epoch": 2.8004326663061114, "grad_norm": 1.1171875, "learning_rate": 0.0004599574456346548, "loss": 5.4405, "mean_token_accuracy": 0.1861585184931755, "num_tokens": 5816362.0, "step": 2590 }, { "entropy": 5.620948266983032, "epoch": 2.8058409951325043, "grad_norm": 1.0546875, "learning_rate": 0.00045971286625588796, "loss": 5.3753, "mean_token_accuracy": 0.18987466841936113, "num_tokens": 5827518.0, "step": 2595 }, { "entropy": 5.806012153625488, "epoch": 2.8112493239588967, "grad_norm": 1.28125, "learning_rate": 0.0004594676156301383, "loss": 5.5029, "mean_token_accuracy": 0.1827402338385582, "num_tokens": 5838455.0, "step": 2600 }, { "entropy": 5.71817798614502, "epoch": 2.816657652785289, "grad_norm": 1.078125, "learning_rate": 0.00045922169464864725, "loss": 5.389, "mean_token_accuracy": 0.19094510227441788, "num_tokens": 5850065.0, "step": 2605 }, { "entropy": 5.711734294891357, "epoch": 2.822065981611682, "grad_norm": 1.1015625, "learning_rate": 0.000458975104205092, "loss": 5.5202, "mean_token_accuracy": 0.18257656395435334, "num_tokens": 5860444.0, "step": 2610 }, { "entropy": 5.784728574752807, "epoch": 2.827474310438075, "grad_norm": 0.99609375, "learning_rate": 0.00045872784519558304, "loss": 5.489, "mean_token_accuracy": 0.18090750128030778, "num_tokens": 5873984.0, "step": 2615 }, { "entropy": 5.746411752700806, "epoch": 2.8328826392644673, "grad_norm": 1.015625, "learning_rate": 0.0004584799185186599, "loss": 5.5212, "mean_token_accuracy": 0.18793384730815887, "num_tokens": 5885807.0, "step": 2620 }, { "entropy": 5.704473447799683, "epoch": 2.8382909680908597, "grad_norm": 1.0625, "learning_rate": 0.00045823132507528903, "loss": 5.4024, "mean_token_accuracy": 0.18671886324882508, "num_tokens": 5897122.0, "step": 2625 }, { "entropy": 5.63995680809021, "epoch": 2.8436992969172525, "grad_norm": 1.0546875, "learning_rate": 0.0004579820657688593, "loss": 5.3991, "mean_token_accuracy": 0.18967421501874923, "num_tokens": 5909189.0, "step": 2630 }, { "entropy": 5.745748233795166, "epoch": 2.8491076257436454, "grad_norm": 1.15625, "learning_rate": 0.0004577321415051798, "loss": 5.4968, "mean_token_accuracy": 0.1795533388853073, "num_tokens": 5920135.0, "step": 2635 }, { "entropy": 5.72193169593811, "epoch": 2.854515954570038, "grad_norm": 1.0, "learning_rate": 0.00045748155319247564, "loss": 5.4737, "mean_token_accuracy": 0.187947179377079, "num_tokens": 5932279.0, "step": 2640 }, { "entropy": 5.602014493942261, "epoch": 2.8599242833964302, "grad_norm": 1.0625, "learning_rate": 0.0004572303017413856, "loss": 5.4078, "mean_token_accuracy": 0.18369463682174683, "num_tokens": 5942082.0, "step": 2645 }, { "entropy": 5.815732002258301, "epoch": 2.865332612222823, "grad_norm": 1.0859375, "learning_rate": 0.0004569783880649578, "loss": 5.4523, "mean_token_accuracy": 0.1847761943936348, "num_tokens": 5952856.0, "step": 2650 }, { "entropy": 5.584131813049316, "epoch": 2.870740941049216, "grad_norm": 1.078125, "learning_rate": 0.0004567258130786474, "loss": 5.3521, "mean_token_accuracy": 0.1931051105260849, "num_tokens": 5963937.0, "step": 2655 }, { "entropy": 5.698371505737304, "epoch": 2.8761492698756084, "grad_norm": 1.21875, "learning_rate": 0.00045647257770031215, "loss": 5.4446, "mean_token_accuracy": 0.1882467731833458, "num_tokens": 5974852.0, "step": 2660 }, { "entropy": 5.723794889450073, "epoch": 2.8815575987020012, "grad_norm": 1.0703125, "learning_rate": 0.00045621868285021023, "loss": 5.4307, "mean_token_accuracy": 0.1901254966855049, "num_tokens": 5985616.0, "step": 2665 }, { "entropy": 5.709406042098999, "epoch": 2.8869659275283936, "grad_norm": 1.25, "learning_rate": 0.00045596412945099615, "loss": 5.3944, "mean_token_accuracy": 0.19327322244644166, "num_tokens": 5997199.0, "step": 2670 }, { "entropy": 5.7356147289276125, "epoch": 2.8923742563547865, "grad_norm": 1.0390625, "learning_rate": 0.00045570891842771727, "loss": 5.4415, "mean_token_accuracy": 0.18972726613283158, "num_tokens": 6008654.0, "step": 2675 }, { "entropy": 5.670080661773682, "epoch": 2.897782585181179, "grad_norm": 1.0390625, "learning_rate": 0.00045545305070781135, "loss": 5.5062, "mean_token_accuracy": 0.18060076087713242, "num_tokens": 6020662.0, "step": 2680 }, { "entropy": 5.729869079589844, "epoch": 2.903190914007572, "grad_norm": 1.109375, "learning_rate": 0.00045519652722110206, "loss": 5.3768, "mean_token_accuracy": 0.205011285841465, "num_tokens": 6031793.0, "step": 2685 }, { "entropy": 5.637052536010742, "epoch": 2.908599242833964, "grad_norm": 1.1171875, "learning_rate": 0.00045493934889979655, "loss": 5.3676, "mean_token_accuracy": 0.19111330062150955, "num_tokens": 6042181.0, "step": 2690 }, { "entropy": 5.5539429664611815, "epoch": 2.914007571660357, "grad_norm": 0.9921875, "learning_rate": 0.00045468151667848116, "loss": 5.3319, "mean_token_accuracy": 0.19787560701370238, "num_tokens": 6052774.0, "step": 2695 }, { "entropy": 5.761758470535279, "epoch": 2.9194159004867495, "grad_norm": 1.0859375, "learning_rate": 0.000454423031494119, "loss": 5.3492, "mean_token_accuracy": 0.20007340908050536, "num_tokens": 6063273.0, "step": 2700 }, { "entropy": 5.633448791503906, "epoch": 2.9248242293131423, "grad_norm": 1.0234375, "learning_rate": 0.0004541638942860458, "loss": 5.3516, "mean_token_accuracy": 0.1881837248802185, "num_tokens": 6075121.0, "step": 2705 }, { "entropy": 5.552972984313965, "epoch": 2.9302325581395348, "grad_norm": 0.9921875, "learning_rate": 0.0004539041059959667, "loss": 5.3285, "mean_token_accuracy": 0.19073624461889266, "num_tokens": 6085666.0, "step": 2710 }, { "entropy": 5.6588763236999515, "epoch": 2.9356408869659276, "grad_norm": 1.1015625, "learning_rate": 0.00045364366756795295, "loss": 5.3503, "mean_token_accuracy": 0.19836849421262742, "num_tokens": 6096619.0, "step": 2715 }, { "entropy": 5.739606475830078, "epoch": 2.94104921579232, "grad_norm": 0.98828125, "learning_rate": 0.00045338257994843845, "loss": 5.5105, "mean_token_accuracy": 0.1829600602388382, "num_tokens": 6108800.0, "step": 2720 }, { "entropy": 5.694767618179322, "epoch": 2.946457544618713, "grad_norm": 1.046875, "learning_rate": 0.0004531208440862162, "loss": 5.4299, "mean_token_accuracy": 0.184509801864624, "num_tokens": 6119789.0, "step": 2725 }, { "entropy": 5.6493161678314205, "epoch": 2.9518658734451053, "grad_norm": 1.046875, "learning_rate": 0.00045285846093243485, "loss": 5.4109, "mean_token_accuracy": 0.18593295961618422, "num_tokens": 6131786.0, "step": 2730 }, { "entropy": 5.778415393829346, "epoch": 2.957274202271498, "grad_norm": 1.09375, "learning_rate": 0.00045259543144059557, "loss": 5.4955, "mean_token_accuracy": 0.18639069199562072, "num_tokens": 6143012.0, "step": 2735 }, { "entropy": 5.680844163894653, "epoch": 2.9626825310978906, "grad_norm": 1.0234375, "learning_rate": 0.0004523317565665479, "loss": 5.3744, "mean_token_accuracy": 0.19005105644464493, "num_tokens": 6153972.0, "step": 2740 }, { "entropy": 5.6828240871429445, "epoch": 2.9680908599242835, "grad_norm": 0.9921875, "learning_rate": 0.00045206743726848716, "loss": 5.5606, "mean_token_accuracy": 0.18326651751995088, "num_tokens": 6166202.0, "step": 2745 }, { "entropy": 5.646218872070312, "epoch": 2.973499188750676, "grad_norm": 1.015625, "learning_rate": 0.0004518024745069502, "loss": 5.2738, "mean_token_accuracy": 0.19796675592660903, "num_tokens": 6177253.0, "step": 2750 }, { "entropy": 5.706516933441162, "epoch": 2.9789075175770687, "grad_norm": 1.1796875, "learning_rate": 0.0004515368692448123, "loss": 5.5423, "mean_token_accuracy": 0.17865623086690902, "num_tokens": 6188857.0, "step": 2755 }, { "entropy": 5.7656073570251465, "epoch": 2.9843158464034616, "grad_norm": 1.15625, "learning_rate": 0.00045127062244728353, "loss": 5.495, "mean_token_accuracy": 0.17895126789808274, "num_tokens": 6199945.0, "step": 2760 }, { "entropy": 5.680928325653076, "epoch": 2.989724175229854, "grad_norm": 1.0546875, "learning_rate": 0.0004510037350819055, "loss": 5.4886, "mean_token_accuracy": 0.18967449814081191, "num_tokens": 6209866.0, "step": 2765 }, { "entropy": 5.743233966827392, "epoch": 2.9951325040562464, "grad_norm": 0.875, "learning_rate": 0.00045073620811854744, "loss": 5.4464, "mean_token_accuracy": 0.1788336917757988, "num_tokens": 6221636.0, "step": 2770 }, { "entropy": 5.629910839928521, "epoch": 3.0, "grad_norm": 2.328125, "learning_rate": 0.00045046804252940294, "loss": 5.3297, "mean_token_accuracy": 0.18830747074551052, "num_tokens": 6230667.0, "step": 2775 }, { "entropy": 5.69707932472229, "epoch": 3.005408328826393, "grad_norm": 1.046875, "learning_rate": 0.00045019923928898644, "loss": 5.118, "mean_token_accuracy": 0.21316049247980118, "num_tokens": 6242242.0, "step": 2780 }, { "entropy": 5.7481467723846436, "epoch": 3.0108166576527853, "grad_norm": 1.1328125, "learning_rate": 0.0004499297993741294, "loss": 5.1797, "mean_token_accuracy": 0.20156483650207518, "num_tokens": 6253337.0, "step": 2785 }, { "entropy": 5.593620777130127, "epoch": 3.016224986479178, "grad_norm": 1.078125, "learning_rate": 0.0004496597237639773, "loss": 5.0569, "mean_token_accuracy": 0.20687109231948853, "num_tokens": 6264582.0, "step": 2790 }, { "entropy": 5.660362005233765, "epoch": 3.0216333153055706, "grad_norm": 1.09375, "learning_rate": 0.00044938901343998536, "loss": 5.0992, "mean_token_accuracy": 0.21259990483522415, "num_tokens": 6276172.0, "step": 2795 }, { "entropy": 5.587935733795166, "epoch": 3.0270416441319634, "grad_norm": 1.125, "learning_rate": 0.0004491176693859156, "loss": 4.9704, "mean_token_accuracy": 0.22129097431898118, "num_tokens": 6286038.0, "step": 2800 }, { "entropy": 5.540070295333862, "epoch": 3.032449972958356, "grad_norm": 1.1171875, "learning_rate": 0.0004488456925878329, "loss": 5.0489, "mean_token_accuracy": 0.21043426394462586, "num_tokens": 6296546.0, "step": 2805 }, { "entropy": 5.669938659667968, "epoch": 3.0378583017847487, "grad_norm": 1.0625, "learning_rate": 0.00044857308403410163, "loss": 5.1373, "mean_token_accuracy": 0.21281687468290328, "num_tokens": 6308001.0, "step": 2810 }, { "entropy": 5.629265689849854, "epoch": 3.043266630611141, "grad_norm": 0.91015625, "learning_rate": 0.00044829984471538183, "loss": 5.1439, "mean_token_accuracy": 0.20406004339456557, "num_tokens": 6320896.0, "step": 2815 }, { "entropy": 5.689284133911133, "epoch": 3.048674959437534, "grad_norm": 1.0390625, "learning_rate": 0.0004480259756246258, "loss": 5.2108, "mean_token_accuracy": 0.2020654261112213, "num_tokens": 6332710.0, "step": 2820 }, { "entropy": 5.629602384567261, "epoch": 3.0540832882639264, "grad_norm": 1.140625, "learning_rate": 0.00044775147775707465, "loss": 5.0681, "mean_token_accuracy": 0.21166091561317443, "num_tokens": 6343563.0, "step": 2825 }, { "entropy": 5.615605401992798, "epoch": 3.0594916170903192, "grad_norm": 1.125, "learning_rate": 0.000447476352110254, "loss": 5.1731, "mean_token_accuracy": 0.20783162117004395, "num_tokens": 6354064.0, "step": 2830 }, { "entropy": 5.519037961959839, "epoch": 3.0648999459167117, "grad_norm": 0.984375, "learning_rate": 0.0004472005996839712, "loss": 5.1062, "mean_token_accuracy": 0.20571049004793168, "num_tokens": 6366551.0, "step": 2835 }, { "entropy": 5.60793662071228, "epoch": 3.0703082747431045, "grad_norm": 1.0859375, "learning_rate": 0.0004469242214803112, "loss": 5.0352, "mean_token_accuracy": 0.212779301404953, "num_tokens": 6377086.0, "step": 2840 }, { "entropy": 5.6298433303833, "epoch": 3.075716603569497, "grad_norm": 1.1328125, "learning_rate": 0.0004466472185036331, "loss": 5.1482, "mean_token_accuracy": 0.20868430733680726, "num_tokens": 6388795.0, "step": 2845 }, { "entropy": 5.626946496963501, "epoch": 3.08112493239589, "grad_norm": 1.125, "learning_rate": 0.0004463695917605663, "loss": 5.1296, "mean_token_accuracy": 0.2113844335079193, "num_tokens": 6400174.0, "step": 2850 }, { "entropy": 5.570234155654907, "epoch": 3.086533261222282, "grad_norm": 1.1015625, "learning_rate": 0.000446091342260007, "loss": 5.0936, "mean_token_accuracy": 0.20676784962415695, "num_tokens": 6411297.0, "step": 2855 }, { "entropy": 5.585538625717163, "epoch": 3.091941590048675, "grad_norm": 1.15625, "learning_rate": 0.0004458124710131145, "loss": 5.1134, "mean_token_accuracy": 0.20946162492036818, "num_tokens": 6423487.0, "step": 2860 }, { "entropy": 5.724478244781494, "epoch": 3.0973499188750675, "grad_norm": 1.078125, "learning_rate": 0.00044553297903330766, "loss": 5.292, "mean_token_accuracy": 0.1967707097530365, "num_tokens": 6435460.0, "step": 2865 }, { "entropy": 5.722478771209717, "epoch": 3.1027582477014604, "grad_norm": 1.1640625, "learning_rate": 0.00044525286733626085, "loss": 5.2367, "mean_token_accuracy": 0.20661808997392656, "num_tokens": 6445664.0, "step": 2870 }, { "entropy": 5.563872766494751, "epoch": 3.1081665765278528, "grad_norm": 1.1875, "learning_rate": 0.0004449721369399008, "loss": 5.0886, "mean_token_accuracy": 0.20634377598762513, "num_tokens": 6457182.0, "step": 2875 }, { "entropy": 5.501190280914306, "epoch": 3.1135749053542456, "grad_norm": 1.0625, "learning_rate": 0.00044469078886440227, "loss": 4.9532, "mean_token_accuracy": 0.22265869826078416, "num_tokens": 6468378.0, "step": 2880 }, { "entropy": 5.541498279571533, "epoch": 3.118983234180638, "grad_norm": 1.125, "learning_rate": 0.00044440882413218484, "loss": 5.187, "mean_token_accuracy": 0.20512945502996444, "num_tokens": 6479625.0, "step": 2885 }, { "entropy": 5.571180772781372, "epoch": 3.124391563007031, "grad_norm": 1.15625, "learning_rate": 0.00044412624376790905, "loss": 5.0993, "mean_token_accuracy": 0.20619929283857347, "num_tokens": 6490713.0, "step": 2890 }, { "entropy": 5.489297723770141, "epoch": 3.1297998918334233, "grad_norm": 1.0390625, "learning_rate": 0.0004438430487984726, "loss": 5.1367, "mean_token_accuracy": 0.1967697337269783, "num_tokens": 6502161.0, "step": 2895 }, { "entropy": 5.6030020236969, "epoch": 3.135208220659816, "grad_norm": 1.109375, "learning_rate": 0.0004435592402530066, "loss": 5.0473, "mean_token_accuracy": 0.21011342406272887, "num_tokens": 6513639.0, "step": 2900 }, { "entropy": 5.564647388458252, "epoch": 3.1406165494862086, "grad_norm": 1.09375, "learning_rate": 0.000443274819162872, "loss": 5.0812, "mean_token_accuracy": 0.20863993614912033, "num_tokens": 6524893.0, "step": 2905 }, { "entropy": 5.48593111038208, "epoch": 3.1460248783126015, "grad_norm": 1.1015625, "learning_rate": 0.0004429897865616557, "loss": 5.0748, "mean_token_accuracy": 0.2106839030981064, "num_tokens": 6535797.0, "step": 2910 }, { "entropy": 5.594881916046143, "epoch": 3.151433207138994, "grad_norm": 1.0546875, "learning_rate": 0.0004427041434851668, "loss": 5.167, "mean_token_accuracy": 0.20228979587554932, "num_tokens": 6547117.0, "step": 2915 }, { "entropy": 5.646280956268311, "epoch": 3.1568415359653867, "grad_norm": 1.09375, "learning_rate": 0.00044241789097143293, "loss": 5.1957, "mean_token_accuracy": 0.20873761922121048, "num_tokens": 6558771.0, "step": 2920 }, { "entropy": 5.559993886947632, "epoch": 3.162249864791779, "grad_norm": 1.078125, "learning_rate": 0.00044213103006069635, "loss": 5.1634, "mean_token_accuracy": 0.20020761936903, "num_tokens": 6569922.0, "step": 2925 }, { "entropy": 5.6437593460083, "epoch": 3.167658193618172, "grad_norm": 1.1875, "learning_rate": 0.00044184356179541035, "loss": 5.1619, "mean_token_accuracy": 0.20496343672275544, "num_tokens": 6580561.0, "step": 2930 }, { "entropy": 5.561740875244141, "epoch": 3.1730665224445644, "grad_norm": 1.0234375, "learning_rate": 0.0004415554872202352, "loss": 5.0106, "mean_token_accuracy": 0.20989638566970825, "num_tokens": 6591636.0, "step": 2935 }, { "entropy": 5.564278173446655, "epoch": 3.1784748512709573, "grad_norm": 1.1328125, "learning_rate": 0.00044126680738203466, "loss": 5.2208, "mean_token_accuracy": 0.20207992047071457, "num_tokens": 6603736.0, "step": 2940 }, { "entropy": 5.697408962249756, "epoch": 3.1838831800973497, "grad_norm": 1.09375, "learning_rate": 0.0004409775233298718, "loss": 5.1527, "mean_token_accuracy": 0.2086891621351242, "num_tokens": 6615415.0, "step": 2945 }, { "entropy": 5.55486102104187, "epoch": 3.1892915089237426, "grad_norm": 1.125, "learning_rate": 0.0004406876361150056, "loss": 5.1808, "mean_token_accuracy": 0.20389774590730667, "num_tokens": 6625970.0, "step": 2950 }, { "entropy": 5.594521570205688, "epoch": 3.194699837750135, "grad_norm": 1.1015625, "learning_rate": 0.0004403971467908869, "loss": 5.1384, "mean_token_accuracy": 0.20423722565174102, "num_tokens": 6636326.0, "step": 2955 }, { "entropy": 5.557396173477173, "epoch": 3.200108166576528, "grad_norm": 1.0546875, "learning_rate": 0.0004401060564131545, "loss": 5.1705, "mean_token_accuracy": 0.20355864316225053, "num_tokens": 6646825.0, "step": 2960 }, { "entropy": 5.588989734649658, "epoch": 3.2055164954029207, "grad_norm": 1.25, "learning_rate": 0.0004398143660396315, "loss": 5.1703, "mean_token_accuracy": 0.20732996463775635, "num_tokens": 6657748.0, "step": 2965 }, { "entropy": 5.5528037548065186, "epoch": 3.210924824229313, "grad_norm": 1.109375, "learning_rate": 0.0004395220767303215, "loss": 5.0564, "mean_token_accuracy": 0.21476534754037857, "num_tokens": 6668422.0, "step": 2970 }, { "entropy": 5.615345191955567, "epoch": 3.2163331530557056, "grad_norm": 1.1875, "learning_rate": 0.0004392291895474045, "loss": 5.1522, "mean_token_accuracy": 0.2010224476456642, "num_tokens": 6678898.0, "step": 2975 }, { "entropy": 5.608639144897461, "epoch": 3.2217414818820984, "grad_norm": 1.1640625, "learning_rate": 0.0004389357055552331, "loss": 5.1839, "mean_token_accuracy": 0.21051690131425857, "num_tokens": 6688691.0, "step": 2980 }, { "entropy": 5.552885484695435, "epoch": 3.2271498107084913, "grad_norm": 1.21875, "learning_rate": 0.00043864162582032897, "loss": 5.075, "mean_token_accuracy": 0.21406530737876892, "num_tokens": 6700279.0, "step": 2985 }, { "entropy": 5.483924531936646, "epoch": 3.2325581395348837, "grad_norm": 1.203125, "learning_rate": 0.0004383469514113784, "loss": 5.0118, "mean_token_accuracy": 0.2145751088857651, "num_tokens": 6710440.0, "step": 2990 }, { "entropy": 5.53403868675232, "epoch": 3.2379664683612766, "grad_norm": 1.15625, "learning_rate": 0.0004380516833992289, "loss": 5.1962, "mean_token_accuracy": 0.1990383207798004, "num_tokens": 6722347.0, "step": 2995 }, { "entropy": 5.590388536453247, "epoch": 3.243374797187669, "grad_norm": 1.3203125, "learning_rate": 0.000437755822856885, "loss": 5.2089, "mean_token_accuracy": 0.20684486180543898, "num_tokens": 6732936.0, "step": 3000 }, { "epoch": 3.243374797187669, "eval_entropy": 5.37777090397748, "eval_loss": 5.91184663772583, "eval_mean_token_accuracy": 0.17475627675991168, "eval_num_tokens": 6732936.0, "eval_runtime": 1.9364, "eval_samples_per_second": 1815.19, "eval_steps_per_second": 227.222, "step": 3000 }, { "entropy": 5.573069620132446, "epoch": 3.248783126014062, "grad_norm": 1.1171875, "learning_rate": 0.0004374593708595049, "loss": 5.2147, "mean_token_accuracy": 0.2031557783484459, "num_tokens": 6744552.0, "step": 3005 }, { "entropy": 5.652343273162842, "epoch": 3.2541914548404542, "grad_norm": 1.1875, "learning_rate": 0.00043716232848439555, "loss": 5.1481, "mean_token_accuracy": 0.20604717880487441, "num_tokens": 6755749.0, "step": 3010 }, { "entropy": 5.569940423965454, "epoch": 3.259599783666847, "grad_norm": 1.1640625, "learning_rate": 0.00043686469681100985, "loss": 5.0899, "mean_token_accuracy": 0.20888536125421525, "num_tokens": 6766119.0, "step": 3015 }, { "entropy": 5.460270977020263, "epoch": 3.2650081124932395, "grad_norm": 1.171875, "learning_rate": 0.00043656647692094186, "loss": 5.1313, "mean_token_accuracy": 0.20296620875597, "num_tokens": 6776491.0, "step": 3020 }, { "entropy": 5.69976396560669, "epoch": 3.2704164413196324, "grad_norm": 1.15625, "learning_rate": 0.0004362676698979233, "loss": 5.239, "mean_token_accuracy": 0.20118464827537536, "num_tokens": 6788795.0, "step": 3025 }, { "entropy": 5.628712368011475, "epoch": 3.275824770146025, "grad_norm": 1.0703125, "learning_rate": 0.00043596827682781974, "loss": 5.233, "mean_token_accuracy": 0.1996966302394867, "num_tokens": 6799706.0, "step": 3030 }, { "entropy": 5.597583246231079, "epoch": 3.2812330989724177, "grad_norm": 1.0859375, "learning_rate": 0.0004356682987986262, "loss": 5.1885, "mean_token_accuracy": 0.20046019405126572, "num_tokens": 6812454.0, "step": 3035 }, { "entropy": 5.620301389694214, "epoch": 3.28664142779881, "grad_norm": 1.171875, "learning_rate": 0.0004353677369004635, "loss": 5.1281, "mean_token_accuracy": 0.20747572928667068, "num_tokens": 6823950.0, "step": 3040 }, { "entropy": 5.635411548614502, "epoch": 3.292049756625203, "grad_norm": 1.1796875, "learning_rate": 0.00043506659222557426, "loss": 5.3024, "mean_token_accuracy": 0.19502145648002625, "num_tokens": 6835028.0, "step": 3045 }, { "entropy": 5.581868124008179, "epoch": 3.2974580854515954, "grad_norm": 1.0390625, "learning_rate": 0.000434764865868319, "loss": 5.1831, "mean_token_accuracy": 0.19999626278877258, "num_tokens": 6846316.0, "step": 3050 }, { "entropy": 5.527811479568482, "epoch": 3.302866414277988, "grad_norm": 1.21875, "learning_rate": 0.000434462558925172, "loss": 5.1175, "mean_token_accuracy": 0.20996025204658508, "num_tokens": 6856463.0, "step": 3055 }, { "entropy": 5.623858213424683, "epoch": 3.3082747431043806, "grad_norm": 1.0078125, "learning_rate": 0.00043415967249471734, "loss": 5.1497, "mean_token_accuracy": 0.20746323466300964, "num_tokens": 6867869.0, "step": 3060 }, { "entropy": 5.582069349288941, "epoch": 3.3136830719307735, "grad_norm": 1.09375, "learning_rate": 0.000433856207677645, "loss": 5.1261, "mean_token_accuracy": 0.20743919014930726, "num_tokens": 6878545.0, "step": 3065 }, { "entropy": 5.489497947692871, "epoch": 3.319091400757166, "grad_norm": 1.0703125, "learning_rate": 0.000433552165576747, "loss": 5.1641, "mean_token_accuracy": 0.20064468085765838, "num_tokens": 6889399.0, "step": 3070 }, { "entropy": 5.624862194061279, "epoch": 3.3244997295835588, "grad_norm": 1.1640625, "learning_rate": 0.00043324754729691275, "loss": 5.1596, "mean_token_accuracy": 0.2113773137331009, "num_tokens": 6900428.0, "step": 3075 }, { "entropy": 5.69494662284851, "epoch": 3.329908058409951, "grad_norm": 1.0625, "learning_rate": 0.00043294235394512594, "loss": 5.2702, "mean_token_accuracy": 0.20045885890722276, "num_tokens": 6911112.0, "step": 3080 }, { "entropy": 5.521151447296143, "epoch": 3.335316387236344, "grad_norm": 1.15625, "learning_rate": 0.0004326365866304599, "loss": 5.0236, "mean_token_accuracy": 0.21755116283893586, "num_tokens": 6922383.0, "step": 3085 }, { "entropy": 5.547823572158814, "epoch": 3.3407247160627365, "grad_norm": 1.0546875, "learning_rate": 0.0004323302464640738, "loss": 5.222, "mean_token_accuracy": 0.19735278338193893, "num_tokens": 6935153.0, "step": 3090 }, { "entropy": 5.670290184020996, "epoch": 3.3461330448891293, "grad_norm": 1.03125, "learning_rate": 0.00043202333455920843, "loss": 5.2639, "mean_token_accuracy": 0.20184647887945176, "num_tokens": 6946814.0, "step": 3095 }, { "entropy": 5.546437168121338, "epoch": 3.3515413737155217, "grad_norm": 1.1484375, "learning_rate": 0.0004317158520311824, "loss": 5.1129, "mean_token_accuracy": 0.2076606571674347, "num_tokens": 6957230.0, "step": 3100 }, { "entropy": 5.44480447769165, "epoch": 3.3569497025419146, "grad_norm": 1.0859375, "learning_rate": 0.0004314077999973879, "loss": 5.1318, "mean_token_accuracy": 0.19855479449033736, "num_tokens": 6968060.0, "step": 3105 }, { "entropy": 5.568084287643432, "epoch": 3.362358031368307, "grad_norm": 1.171875, "learning_rate": 0.0004310991795772869, "loss": 5.0431, "mean_token_accuracy": 0.21078354120254517, "num_tokens": 6977782.0, "step": 3110 }, { "entropy": 5.608031511306763, "epoch": 3.3677663601947, "grad_norm": 1.2109375, "learning_rate": 0.0004307899918924065, "loss": 5.1228, "mean_token_accuracy": 0.20318224132061005, "num_tokens": 6988252.0, "step": 3115 }, { "entropy": 5.598913288116455, "epoch": 3.3731746890210923, "grad_norm": 1.203125, "learning_rate": 0.0004304802380663356, "loss": 5.1324, "mean_token_accuracy": 0.2066564679145813, "num_tokens": 6998523.0, "step": 3120 }, { "entropy": 5.519530439376831, "epoch": 3.378583017847485, "grad_norm": 1.078125, "learning_rate": 0.00043016991922472015, "loss": 5.1628, "mean_token_accuracy": 0.2022525265812874, "num_tokens": 7010058.0, "step": 3125 }, { "entropy": 5.593735790252685, "epoch": 3.383991346673878, "grad_norm": 1.0625, "learning_rate": 0.00042985903649525977, "loss": 5.2746, "mean_token_accuracy": 0.19244320541620255, "num_tokens": 7021289.0, "step": 3130 }, { "entropy": 5.713921213150025, "epoch": 3.3893996755002704, "grad_norm": 1.1328125, "learning_rate": 0.00042954759100770275, "loss": 5.3005, "mean_token_accuracy": 0.1927209183573723, "num_tokens": 7032649.0, "step": 3135 }, { "entropy": 5.635376024246216, "epoch": 3.394808004326663, "grad_norm": 1.234375, "learning_rate": 0.00042923558389384303, "loss": 5.1584, "mean_token_accuracy": 0.2046155095100403, "num_tokens": 7044120.0, "step": 3140 }, { "entropy": 5.5387166976928714, "epoch": 3.4002163331530557, "grad_norm": 1.2578125, "learning_rate": 0.0004289230162875149, "loss": 5.1575, "mean_token_accuracy": 0.20784637182950974, "num_tokens": 7054526.0, "step": 3145 }, { "entropy": 5.431732416152954, "epoch": 3.4056246619794486, "grad_norm": 1.1875, "learning_rate": 0.00042860988932458987, "loss": 5.0371, "mean_token_accuracy": 0.21920679807662963, "num_tokens": 7064744.0, "step": 3150 }, { "entropy": 5.573424243927002, "epoch": 3.411032990805841, "grad_norm": 1.015625, "learning_rate": 0.0004282962041429721, "loss": 5.1564, "mean_token_accuracy": 0.20835559219121932, "num_tokens": 7076360.0, "step": 3155 }, { "entropy": 5.627830553054809, "epoch": 3.4164413196322334, "grad_norm": 1.1953125, "learning_rate": 0.00042798196188259427, "loss": 5.1758, "mean_token_accuracy": 0.20924926102161406, "num_tokens": 7088114.0, "step": 3160 }, { "entropy": 5.613403463363648, "epoch": 3.4218496484586263, "grad_norm": 1.0625, "learning_rate": 0.0004276671636854133, "loss": 5.2014, "mean_token_accuracy": 0.19810499548912047, "num_tokens": 7099125.0, "step": 3165 }, { "entropy": 5.5529709815979, "epoch": 3.427257977285019, "grad_norm": 1.0546875, "learning_rate": 0.00042735181069540677, "loss": 5.1391, "mean_token_accuracy": 0.21497857421636582, "num_tokens": 7109875.0, "step": 3170 }, { "entropy": 5.55393533706665, "epoch": 3.4326663061114115, "grad_norm": 1.0546875, "learning_rate": 0.0004270359040585681, "loss": 5.1845, "mean_token_accuracy": 0.20396130681037902, "num_tokens": 7121388.0, "step": 3175 }, { "entropy": 5.5741424560546875, "epoch": 3.4380746349378044, "grad_norm": 1.171875, "learning_rate": 0.00042671944492290277, "loss": 5.21, "mean_token_accuracy": 0.19878134727478028, "num_tokens": 7134161.0, "step": 3180 }, { "entropy": 5.624898862838745, "epoch": 3.443482963764197, "grad_norm": 1.1484375, "learning_rate": 0.0004264024344384239, "loss": 5.2275, "mean_token_accuracy": 0.1993679642677307, "num_tokens": 7146580.0, "step": 3185 }, { "entropy": 5.573002195358276, "epoch": 3.4488912925905897, "grad_norm": 1.1328125, "learning_rate": 0.00042608487375714847, "loss": 5.1357, "mean_token_accuracy": 0.19975454062223436, "num_tokens": 7156969.0, "step": 3190 }, { "entropy": 5.560785627365112, "epoch": 3.454299621416982, "grad_norm": 1.15625, "learning_rate": 0.00042576676403309265, "loss": 5.0973, "mean_token_accuracy": 0.21098205000162124, "num_tokens": 7168687.0, "step": 3195 }, { "entropy": 5.597518825531006, "epoch": 3.459707950243375, "grad_norm": 1.234375, "learning_rate": 0.0004254481064222679, "loss": 5.1821, "mean_token_accuracy": 0.20848626345396043, "num_tokens": 7179996.0, "step": 3200 }, { "entropy": 5.607846450805664, "epoch": 3.4651162790697674, "grad_norm": 1.0859375, "learning_rate": 0.00042512890208267677, "loss": 5.213, "mean_token_accuracy": 0.19970757514238358, "num_tokens": 7191214.0, "step": 3205 }, { "entropy": 5.581211709976197, "epoch": 3.4705246078961602, "grad_norm": 1.09375, "learning_rate": 0.00042480915217430853, "loss": 5.2306, "mean_token_accuracy": 0.20193232595920563, "num_tokens": 7203491.0, "step": 3210 }, { "entropy": 5.650781297683716, "epoch": 3.4759329367225527, "grad_norm": 1.1328125, "learning_rate": 0.00042448885785913507, "loss": 5.1573, "mean_token_accuracy": 0.20115691423416138, "num_tokens": 7215018.0, "step": 3215 }, { "entropy": 5.562850618362427, "epoch": 3.4813412655489455, "grad_norm": 1.1015625, "learning_rate": 0.00042416802030110677, "loss": 5.1011, "mean_token_accuracy": 0.2093229651451111, "num_tokens": 7226209.0, "step": 3220 }, { "entropy": 5.552242565155029, "epoch": 3.486749594375338, "grad_norm": 1.1171875, "learning_rate": 0.00042384664066614787, "loss": 5.1159, "mean_token_accuracy": 0.2053811177611351, "num_tokens": 7236505.0, "step": 3225 }, { "entropy": 5.487067079544067, "epoch": 3.492157923201731, "grad_norm": 1.0234375, "learning_rate": 0.0004235247201221528, "loss": 5.0375, "mean_token_accuracy": 0.21327000260353088, "num_tokens": 7247414.0, "step": 3230 }, { "entropy": 5.582530832290649, "epoch": 3.497566252028123, "grad_norm": 1.1328125, "learning_rate": 0.0004232022598389816, "loss": 5.2253, "mean_token_accuracy": 0.2056236296892166, "num_tokens": 7258666.0, "step": 3235 }, { "entropy": 5.610252571105957, "epoch": 3.502974580854516, "grad_norm": 1.0546875, "learning_rate": 0.0004228792609884557, "loss": 5.1518, "mean_token_accuracy": 0.20571167320013045, "num_tokens": 7270201.0, "step": 3240 }, { "entropy": 5.6072530269622805, "epoch": 3.5083829096809085, "grad_norm": 1.109375, "learning_rate": 0.00042255572474435364, "loss": 5.2132, "mean_token_accuracy": 0.20459086447954178, "num_tokens": 7282254.0, "step": 3245 }, { "entropy": 5.589420318603516, "epoch": 3.5137912385073014, "grad_norm": 1.09375, "learning_rate": 0.0004222316522824069, "loss": 5.2566, "mean_token_accuracy": 0.19173479825258255, "num_tokens": 7294579.0, "step": 3250 }, { "entropy": 5.562285947799682, "epoch": 3.5191995673336938, "grad_norm": 1.109375, "learning_rate": 0.0004219070447802955, "loss": 5.2104, "mean_token_accuracy": 0.19856292456388475, "num_tokens": 7305822.0, "step": 3255 }, { "entropy": 5.595698451995849, "epoch": 3.5246078961600866, "grad_norm": 1.046875, "learning_rate": 0.00042158190341764384, "loss": 5.2233, "mean_token_accuracy": 0.2017119914293289, "num_tokens": 7317543.0, "step": 3260 }, { "entropy": 5.565688610076904, "epoch": 3.530016224986479, "grad_norm": 1.171875, "learning_rate": 0.00042125622937601645, "loss": 5.1714, "mean_token_accuracy": 0.20284906327724456, "num_tokens": 7327804.0, "step": 3265 }, { "entropy": 5.535323143005371, "epoch": 3.535424553812872, "grad_norm": 1.1796875, "learning_rate": 0.0004209300238389135, "loss": 5.1222, "mean_token_accuracy": 0.20388976186513902, "num_tokens": 7337045.0, "step": 3270 }, { "entropy": 5.550784778594971, "epoch": 3.5408328826392643, "grad_norm": 1.0390625, "learning_rate": 0.0004206032879917667, "loss": 5.2015, "mean_token_accuracy": 0.21165899336338043, "num_tokens": 7348184.0, "step": 3275 }, { "entropy": 5.5675712585449215, "epoch": 3.546241211465657, "grad_norm": 1.25, "learning_rate": 0.0004202760230219348, "loss": 5.1187, "mean_token_accuracy": 0.20928198099136353, "num_tokens": 7359571.0, "step": 3280 }, { "entropy": 5.499993753433228, "epoch": 3.5516495402920496, "grad_norm": 1.109375, "learning_rate": 0.00041994823011869955, "loss": 5.1258, "mean_token_accuracy": 0.20613025724887848, "num_tokens": 7370429.0, "step": 3285 }, { "entropy": 5.59150800704956, "epoch": 3.5570578691184425, "grad_norm": 1.1015625, "learning_rate": 0.00041961991047326116, "loss": 5.0892, "mean_token_accuracy": 0.2082501992583275, "num_tokens": 7381569.0, "step": 3290 }, { "entropy": 5.499939250946045, "epoch": 3.5624661979448353, "grad_norm": 1.0234375, "learning_rate": 0.0004192910652787338, "loss": 5.0841, "mean_token_accuracy": 0.20715413987636566, "num_tokens": 7392746.0, "step": 3295 }, { "entropy": 5.549461317062378, "epoch": 3.5678745267712277, "grad_norm": 1.046875, "learning_rate": 0.0004189616957301419, "loss": 5.1891, "mean_token_accuracy": 0.19182858914136885, "num_tokens": 7405520.0, "step": 3300 }, { "entropy": 5.501055097579956, "epoch": 3.57328285559762, "grad_norm": 1.125, "learning_rate": 0.0004186318030244149, "loss": 5.1565, "mean_token_accuracy": 0.2044055238366127, "num_tokens": 7417788.0, "step": 3305 }, { "entropy": 5.576556062698364, "epoch": 3.578691184424013, "grad_norm": 1.2890625, "learning_rate": 0.00041830138836038383, "loss": 5.2256, "mean_token_accuracy": 0.20100464969873427, "num_tokens": 7428912.0, "step": 3310 }, { "entropy": 5.583335733413696, "epoch": 3.584099513250406, "grad_norm": 1.171875, "learning_rate": 0.0004179704529387763, "loss": 5.1013, "mean_token_accuracy": 0.21064824014902114, "num_tokens": 7439797.0, "step": 3315 }, { "entropy": 5.462785291671753, "epoch": 3.5895078420767983, "grad_norm": 1.109375, "learning_rate": 0.0004176389979622125, "loss": 5.0936, "mean_token_accuracy": 0.20896225422620773, "num_tokens": 7451755.0, "step": 3320 }, { "entropy": 5.588175821304321, "epoch": 3.5949161709031907, "grad_norm": 1.15625, "learning_rate": 0.0004173070246352003, "loss": 5.1926, "mean_token_accuracy": 0.20159001499414445, "num_tokens": 7463393.0, "step": 3325 }, { "entropy": 5.448696327209473, "epoch": 3.6003244997295836, "grad_norm": 1.1875, "learning_rate": 0.00041697453416413184, "loss": 5.1384, "mean_token_accuracy": 0.20230467319488527, "num_tokens": 7474404.0, "step": 3330 }, { "entropy": 5.559615850448608, "epoch": 3.6057328285559764, "grad_norm": 1.1328125, "learning_rate": 0.000416641527757278, "loss": 5.1194, "mean_token_accuracy": 0.20770540982484817, "num_tokens": 7485495.0, "step": 3335 }, { "entropy": 5.4712920665740965, "epoch": 3.611141157382369, "grad_norm": 1.1640625, "learning_rate": 0.00041630800662478514, "loss": 5.1036, "mean_token_accuracy": 0.20918697565793992, "num_tokens": 7497305.0, "step": 3340 }, { "entropy": 5.491168975830078, "epoch": 3.6165494862087613, "grad_norm": 1.0625, "learning_rate": 0.00041597397197866957, "loss": 5.0288, "mean_token_accuracy": 0.21322695314884185, "num_tokens": 7509008.0, "step": 3345 }, { "entropy": 5.470600843429565, "epoch": 3.621957815035154, "grad_norm": 1.2578125, "learning_rate": 0.0004156394250328141, "loss": 5.1054, "mean_token_accuracy": 0.2145393580198288, "num_tokens": 7520079.0, "step": 3350 }, { "entropy": 5.501084804534912, "epoch": 3.627366143861547, "grad_norm": 1.0078125, "learning_rate": 0.000415304367002963, "loss": 5.1446, "mean_token_accuracy": 0.2071783125400543, "num_tokens": 7531294.0, "step": 3355 }, { "entropy": 5.548788261413574, "epoch": 3.6327744726879394, "grad_norm": 1.046875, "learning_rate": 0.00041496879910671796, "loss": 5.1571, "mean_token_accuracy": 0.20829515308141708, "num_tokens": 7542508.0, "step": 3360 }, { "entropy": 5.529984998703003, "epoch": 3.638182801514332, "grad_norm": 1.3203125, "learning_rate": 0.0004146327225635336, "loss": 5.102, "mean_token_accuracy": 0.20913522839546203, "num_tokens": 7553288.0, "step": 3365 }, { "entropy": 5.604449224472046, "epoch": 3.6435911303407247, "grad_norm": 1.1796875, "learning_rate": 0.0004142961385947127, "loss": 5.2801, "mean_token_accuracy": 0.20308633297681808, "num_tokens": 7564532.0, "step": 3370 }, { "entropy": 5.537926387786865, "epoch": 3.6489994591671175, "grad_norm": 1.0859375, "learning_rate": 0.00041395904842340215, "loss": 5.1105, "mean_token_accuracy": 0.21103381514549255, "num_tokens": 7575109.0, "step": 3375 }, { "entropy": 5.472426414489746, "epoch": 3.65440778799351, "grad_norm": 1.0859375, "learning_rate": 0.0004136214532745887, "loss": 5.1106, "mean_token_accuracy": 0.20961469113826753, "num_tokens": 7585871.0, "step": 3380 }, { "entropy": 5.582272386550903, "epoch": 3.6598161168199024, "grad_norm": 1.1484375, "learning_rate": 0.0004132833543750936, "loss": 5.1941, "mean_token_accuracy": 0.20975491106510163, "num_tokens": 7596821.0, "step": 3385 }, { "entropy": 5.451750040054321, "epoch": 3.6652244456462952, "grad_norm": 1.203125, "learning_rate": 0.00041294475295356917, "loss": 5.1274, "mean_token_accuracy": 0.20204561948776245, "num_tokens": 7608101.0, "step": 3390 }, { "entropy": 5.545164632797241, "epoch": 3.670632774472688, "grad_norm": 1.125, "learning_rate": 0.0004126056502404937, "loss": 5.1188, "mean_token_accuracy": 0.2001086190342903, "num_tokens": 7618722.0, "step": 3395 }, { "entropy": 5.506054496765136, "epoch": 3.6760411032990805, "grad_norm": 1.0703125, "learning_rate": 0.0004122660474681672, "loss": 5.1293, "mean_token_accuracy": 0.207930351793766, "num_tokens": 7630061.0, "step": 3400 }, { "entropy": 5.536324167251587, "epoch": 3.6814494321254734, "grad_norm": 1.125, "learning_rate": 0.00041192594587070706, "loss": 5.1173, "mean_token_accuracy": 0.20743480771780015, "num_tokens": 7641830.0, "step": 3405 }, { "entropy": 5.484718084335327, "epoch": 3.686857760951866, "grad_norm": 1.0625, "learning_rate": 0.00041158534668404325, "loss": 5.1588, "mean_token_accuracy": 0.20602032393217087, "num_tokens": 7652750.0, "step": 3410 }, { "entropy": 5.5122642993927, "epoch": 3.6922660897782587, "grad_norm": 1.125, "learning_rate": 0.00041124425114591386, "loss": 5.065, "mean_token_accuracy": 0.21273843944072723, "num_tokens": 7663405.0, "step": 3415 }, { "entropy": 5.462223911285401, "epoch": 3.697674418604651, "grad_norm": 1.0859375, "learning_rate": 0.00041090266049586107, "loss": 5.0796, "mean_token_accuracy": 0.19900004267692567, "num_tokens": 7673958.0, "step": 3420 }, { "entropy": 5.500379133224487, "epoch": 3.703082747431044, "grad_norm": 1.0546875, "learning_rate": 0.0004105605759752258, "loss": 5.0774, "mean_token_accuracy": 0.2081347331404686, "num_tokens": 7685475.0, "step": 3425 }, { "entropy": 5.420930194854736, "epoch": 3.7084910762574363, "grad_norm": 1.171875, "learning_rate": 0.00041021799882714436, "loss": 5.0815, "mean_token_accuracy": 0.20927014648914338, "num_tokens": 7697296.0, "step": 3430 }, { "entropy": 5.539216470718384, "epoch": 3.713899405083829, "grad_norm": 1.0859375, "learning_rate": 0.0004098749302965426, "loss": 5.2197, "mean_token_accuracy": 0.20556779056787491, "num_tokens": 7709414.0, "step": 3435 }, { "entropy": 5.562742471694946, "epoch": 3.7193077339102216, "grad_norm": 1.09375, "learning_rate": 0.0004095313716301324, "loss": 5.2042, "mean_token_accuracy": 0.1960515037178993, "num_tokens": 7720965.0, "step": 3440 }, { "entropy": 5.509733247756958, "epoch": 3.7247160627366145, "grad_norm": 1.0859375, "learning_rate": 0.0004091873240764069, "loss": 5.1567, "mean_token_accuracy": 0.19600157886743547, "num_tokens": 7733044.0, "step": 3445 }, { "entropy": 5.624178552627564, "epoch": 3.730124391563007, "grad_norm": 1.296875, "learning_rate": 0.00040884278888563566, "loss": 5.1338, "mean_token_accuracy": 0.2047843962907791, "num_tokens": 7743878.0, "step": 3450 }, { "entropy": 5.433482074737549, "epoch": 3.7355327203893998, "grad_norm": 1.203125, "learning_rate": 0.00040849776730986014, "loss": 5.1322, "mean_token_accuracy": 0.21231569796800615, "num_tokens": 7755445.0, "step": 3455 }, { "entropy": 5.584301090240478, "epoch": 3.740941049215792, "grad_norm": 1.1328125, "learning_rate": 0.0004081522606028899, "loss": 5.1974, "mean_token_accuracy": 0.2005298689007759, "num_tokens": 7765990.0, "step": 3460 }, { "entropy": 5.445444393157959, "epoch": 3.746349378042185, "grad_norm": 0.99609375, "learning_rate": 0.00040780627002029674, "loss": 5.0037, "mean_token_accuracy": 0.21728041470050813, "num_tokens": 7777064.0, "step": 3465 }, { "entropy": 5.393490314483643, "epoch": 3.7517577068685775, "grad_norm": 1.0859375, "learning_rate": 0.0004074597968194116, "loss": 5.0414, "mean_token_accuracy": 0.2053399369120598, "num_tokens": 7788618.0, "step": 3470 }, { "entropy": 5.508790159225464, "epoch": 3.7571660356949703, "grad_norm": 1.1796875, "learning_rate": 0.0004071128422593186, "loss": 5.1788, "mean_token_accuracy": 0.1951671987771988, "num_tokens": 7798484.0, "step": 3475 }, { "entropy": 5.535230827331543, "epoch": 3.7625743645213627, "grad_norm": 1.1640625, "learning_rate": 0.0004067654076008515, "loss": 5.1358, "mean_token_accuracy": 0.20426508635282517, "num_tokens": 7810270.0, "step": 3480 }, { "entropy": 5.502645969390869, "epoch": 3.7679826933477556, "grad_norm": 1.0703125, "learning_rate": 0.00040641749410658877, "loss": 5.2302, "mean_token_accuracy": 0.20067734271287918, "num_tokens": 7822616.0, "step": 3485 }, { "entropy": 5.5701946258544925, "epoch": 3.773391022174148, "grad_norm": 1.0625, "learning_rate": 0.0004060691030408487, "loss": 5.1298, "mean_token_accuracy": 0.2053201138973236, "num_tokens": 7834933.0, "step": 3490 }, { "entropy": 5.543779182434082, "epoch": 3.778799351000541, "grad_norm": 1.140625, "learning_rate": 0.00040572023566968536, "loss": 5.1516, "mean_token_accuracy": 0.20760101526975633, "num_tokens": 7847686.0, "step": 3495 }, { "entropy": 5.480415725708008, "epoch": 3.7842076798269337, "grad_norm": 1.1328125, "learning_rate": 0.00040537089326088345, "loss": 5.1359, "mean_token_accuracy": 0.20168039649724961, "num_tokens": 7859087.0, "step": 3500 }, { "epoch": 3.7842076798269337, "eval_entropy": 5.405016609755429, "eval_loss": 5.846310615539551, "eval_mean_token_accuracy": 0.17764256713403898, "eval_num_tokens": 7859087.0, "eval_runtime": 1.934, "eval_samples_per_second": 1817.514, "eval_steps_per_second": 227.512, "step": 3500 } ], "logging_steps": 5, "max_steps": 9240, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1822957332480000.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }