{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 3.5590297095805052, "eval_steps": 100, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 2.4441180236637594, "epoch": 0.017803493935684877, "grad_norm": 0.0079345703125, "learning_rate": 1.8e-07, "loss": 3.382, "mean_token_accuracy": 0.4423037525266409, "num_tokens": 257189.0, "step": 10 }, { "entropy": 2.45082361549139, "epoch": 0.035606987871369754, "grad_norm": 0.0086669921875, "learning_rate": 3.8e-07, "loss": 3.375, "mean_token_accuracy": 0.4396079422906041, "num_tokens": 528285.0, "step": 20 }, { "entropy": 2.461306857317686, "epoch": 0.053410481807054634, "grad_norm": 0.00860595703125, "learning_rate": 5.800000000000001e-07, "loss": 3.3839, "mean_token_accuracy": 0.43654753603041174, "num_tokens": 801635.0, "step": 30 }, { "entropy": 2.486989914625883, "epoch": 0.07121397574273951, "grad_norm": 0.00860595703125, "learning_rate": 7.8e-07, "loss": 3.4182, "mean_token_accuracy": 0.435793649405241, "num_tokens": 1060812.0, "step": 40 }, { "entropy": 2.4777335457503797, "epoch": 0.08901746967842439, "grad_norm": 0.007049560546875, "learning_rate": 9.800000000000001e-07, "loss": 3.407, "mean_token_accuracy": 0.4357369150966406, "num_tokens": 1327380.0, "step": 50 }, { "entropy": 2.478399809449911, "epoch": 0.10682096361410927, "grad_norm": 0.00726318359375, "learning_rate": 1.1800000000000001e-06, "loss": 3.4405, "mean_token_accuracy": 0.43458456825464964, "num_tokens": 1597405.0, "step": 60 }, { "entropy": 2.5134010180830955, "epoch": 0.12462445754979415, "grad_norm": 0.006683349609375, "learning_rate": 1.3800000000000001e-06, "loss": 3.4613, "mean_token_accuracy": 0.4291722310706973, "num_tokens": 1859684.0, "step": 70 }, { "entropy": 2.5495446130633352, "epoch": 0.14242795148547902, "grad_norm": 0.00787353515625, "learning_rate": 1.5800000000000001e-06, "loss": 3.5072, "mean_token_accuracy": 0.42735045179724696, "num_tokens": 2118068.0, "step": 80 }, { "entropy": 2.4757557071745397, "epoch": 0.1602314454211639, "grad_norm": 0.007659912109375, "learning_rate": 1.7800000000000001e-06, "loss": 3.4228, "mean_token_accuracy": 0.43469055872410534, "num_tokens": 2388824.0, "step": 90 }, { "entropy": 2.5207040145993234, "epoch": 0.17803493935684878, "grad_norm": 0.00994873046875, "learning_rate": 1.98e-06, "loss": 3.506, "mean_token_accuracy": 0.4275117186829448, "num_tokens": 2644330.0, "step": 100 }, { "epoch": 0.17803493935684878, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 2644330.0, "eval_chemistry_runtime": 42.5715, "eval_chemistry_samples_per_second": 11.745, "eval_chemistry_steps_per_second": 2.936, "step": 100 }, { "entropy": 2.460470324009657, "epoch": 0.19583843329253367, "grad_norm": 0.0084228515625, "learning_rate": 2.1800000000000003e-06, "loss": 3.3945, "mean_token_accuracy": 0.4391466261819005, "num_tokens": 2913700.0, "step": 110 }, { "entropy": 2.478592600673437, "epoch": 0.21364192722821854, "grad_norm": 0.006866455078125, "learning_rate": 2.38e-06, "loss": 3.3703, "mean_token_accuracy": 0.4405368799343705, "num_tokens": 3185255.0, "step": 120 }, { "entropy": 2.4654680602252483, "epoch": 0.2314454211639034, "grad_norm": 0.00994873046875, "learning_rate": 2.5800000000000003e-06, "loss": 3.3981, "mean_token_accuracy": 0.43972534593194723, "num_tokens": 3454750.0, "step": 130 }, { "entropy": 2.5018775165081024, "epoch": 0.2492489150995883, "grad_norm": 0.0091552734375, "learning_rate": 2.7800000000000005e-06, "loss": 3.4682, "mean_token_accuracy": 0.4316142167896032, "num_tokens": 3719113.0, "step": 140 }, { "entropy": 2.568158584088087, "epoch": 0.26705240903527316, "grad_norm": 0.007659912109375, "learning_rate": 2.9800000000000003e-06, "loss": 3.5044, "mean_token_accuracy": 0.4264186339452863, "num_tokens": 3990505.0, "step": 150 }, { "entropy": 2.420287236571312, "epoch": 0.28485590297095803, "grad_norm": 0.007415771484375, "learning_rate": 3.1800000000000005e-06, "loss": 3.3513, "mean_token_accuracy": 0.44414950646460055, "num_tokens": 4267403.0, "step": 160 }, { "entropy": 2.4532286070287226, "epoch": 0.30265939690664295, "grad_norm": 0.0079345703125, "learning_rate": 3.3800000000000007e-06, "loss": 3.3478, "mean_token_accuracy": 0.4404185781255364, "num_tokens": 4535458.0, "step": 170 }, { "entropy": 2.4985749416053293, "epoch": 0.3204628908423278, "grad_norm": 0.007720947265625, "learning_rate": 3.58e-06, "loss": 3.4363, "mean_token_accuracy": 0.4365795683115721, "num_tokens": 4796815.0, "step": 180 }, { "entropy": 2.4519996128976347, "epoch": 0.3382663847780127, "grad_norm": 0.00701904296875, "learning_rate": 3.7800000000000002e-06, "loss": 3.3977, "mean_token_accuracy": 0.440047624707222, "num_tokens": 5066948.0, "step": 190 }, { "entropy": 2.521295293420553, "epoch": 0.35606987871369755, "grad_norm": 0.010009765625, "learning_rate": 3.980000000000001e-06, "loss": 3.4496, "mean_token_accuracy": 0.4322214875370264, "num_tokens": 5324751.0, "step": 200 }, { "epoch": 0.35606987871369755, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 5324751.0, "eval_chemistry_runtime": 42.5086, "eval_chemistry_samples_per_second": 11.762, "eval_chemistry_steps_per_second": 2.941, "step": 200 }, { "entropy": 2.44460117071867, "epoch": 0.3738733726493824, "grad_norm": 0.00732421875, "learning_rate": 4.18e-06, "loss": 3.3862, "mean_token_accuracy": 0.4415476618334651, "num_tokens": 5585508.0, "step": 210 }, { "entropy": 2.480318387597799, "epoch": 0.39167686658506734, "grad_norm": 0.006591796875, "learning_rate": 4.38e-06, "loss": 3.4199, "mean_token_accuracy": 0.43676935136318207, "num_tokens": 5848889.0, "step": 220 }, { "entropy": 2.4665837228298186, "epoch": 0.4094803605207522, "grad_norm": 0.007049560546875, "learning_rate": 4.58e-06, "loss": 3.399, "mean_token_accuracy": 0.4371540261432528, "num_tokens": 6114855.0, "step": 230 }, { "entropy": 2.4934676766395567, "epoch": 0.4272838544564371, "grad_norm": 0.00787353515625, "learning_rate": 4.78e-06, "loss": 3.392, "mean_token_accuracy": 0.4352115549147129, "num_tokens": 6378152.0, "step": 240 }, { "entropy": 2.510968402773142, "epoch": 0.44508734839212194, "grad_norm": 0.00811767578125, "learning_rate": 4.980000000000001e-06, "loss": 3.4512, "mean_token_accuracy": 0.43123594429343937, "num_tokens": 6637273.0, "step": 250 }, { "entropy": 2.459284470230341, "epoch": 0.4628908423278068, "grad_norm": 0.0081787109375, "learning_rate": 5.18e-06, "loss": 3.4105, "mean_token_accuracy": 0.43572237603366376, "num_tokens": 6896684.0, "step": 260 }, { "entropy": 2.4737772688269617, "epoch": 0.48069433626349173, "grad_norm": 0.01324462890625, "learning_rate": 5.380000000000001e-06, "loss": 3.4275, "mean_token_accuracy": 0.4344434389844537, "num_tokens": 7166608.0, "step": 270 }, { "entropy": 2.393792650848627, "epoch": 0.4984978301991766, "grad_norm": 0.00714111328125, "learning_rate": 5.580000000000001e-06, "loss": 3.3174, "mean_token_accuracy": 0.445861529558897, "num_tokens": 7444923.0, "step": 280 }, { "entropy": 2.4808071456849574, "epoch": 0.5163013241348615, "grad_norm": 0.0125732421875, "learning_rate": 5.78e-06, "loss": 3.4216, "mean_token_accuracy": 0.4335135340690613, "num_tokens": 7706502.0, "step": 290 }, { "entropy": 2.4993100173771383, "epoch": 0.5341048180705463, "grad_norm": 0.01153564453125, "learning_rate": 5.98e-06, "loss": 3.4677, "mean_token_accuracy": 0.43226035628467796, "num_tokens": 7969704.0, "step": 300 }, { "epoch": 0.5341048180705463, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 7969704.0, "eval_chemistry_runtime": 42.3808, "eval_chemistry_samples_per_second": 11.798, "eval_chemistry_steps_per_second": 2.949, "step": 300 }, { "entropy": 2.49663657695055, "epoch": 0.5519083120062312, "grad_norm": 0.0101318359375, "learning_rate": 6.18e-06, "loss": 3.452, "mean_token_accuracy": 0.4326026676222682, "num_tokens": 8242162.0, "step": 310 }, { "entropy": 2.491827418655157, "epoch": 0.5697118059419161, "grad_norm": 0.007476806640625, "learning_rate": 6.380000000000001e-06, "loss": 3.4701, "mean_token_accuracy": 0.4347437607124448, "num_tokens": 8497852.0, "step": 320 }, { "entropy": 2.526278664171696, "epoch": 0.587515299877601, "grad_norm": 0.00946044921875, "learning_rate": 6.5800000000000005e-06, "loss": 3.504, "mean_token_accuracy": 0.4276865454390645, "num_tokens": 8757753.0, "step": 330 }, { "entropy": 2.4302435807883738, "epoch": 0.6053187938132859, "grad_norm": 0.0189208984375, "learning_rate": 6.780000000000001e-06, "loss": 3.3655, "mean_token_accuracy": 0.4372914243489504, "num_tokens": 9024677.0, "step": 340 }, { "entropy": 2.4870374642312525, "epoch": 0.6231222877489707, "grad_norm": 0.00750732421875, "learning_rate": 6.98e-06, "loss": 3.4166, "mean_token_accuracy": 0.4357576759532094, "num_tokens": 9291760.0, "step": 350 }, { "entropy": 2.440358117222786, "epoch": 0.6409257816846556, "grad_norm": 0.007415771484375, "learning_rate": 7.180000000000001e-06, "loss": 3.3708, "mean_token_accuracy": 0.43819774594157934, "num_tokens": 9561091.0, "step": 360 }, { "entropy": 2.4518581442534924, "epoch": 0.6587292756203404, "grad_norm": 0.01177978515625, "learning_rate": 7.3800000000000005e-06, "loss": 3.39, "mean_token_accuracy": 0.4373545182868838, "num_tokens": 9827272.0, "step": 370 }, { "entropy": 2.4458557978272437, "epoch": 0.6765327695560254, "grad_norm": 0.01019287109375, "learning_rate": 7.58e-06, "loss": 3.3803, "mean_token_accuracy": 0.44243213571608064, "num_tokens": 10096065.0, "step": 380 }, { "entropy": 2.457463264465332, "epoch": 0.6943362634917103, "grad_norm": 0.00775146484375, "learning_rate": 7.78e-06, "loss": 3.3973, "mean_token_accuracy": 0.43960350602865217, "num_tokens": 10364601.0, "step": 390 }, { "entropy": 2.4410374239087105, "epoch": 0.7121397574273951, "grad_norm": 0.00860595703125, "learning_rate": 7.980000000000002e-06, "loss": 3.3916, "mean_token_accuracy": 0.4379643935710192, "num_tokens": 10633325.0, "step": 400 }, { "epoch": 0.7121397574273951, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 10633325.0, "eval_chemistry_runtime": 42.4526, "eval_chemistry_samples_per_second": 11.778, "eval_chemistry_steps_per_second": 2.944, "step": 400 }, { "entropy": 2.409457255154848, "epoch": 0.72994325136308, "grad_norm": 0.0079345703125, "learning_rate": 8.18e-06, "loss": 3.3536, "mean_token_accuracy": 0.4413986885920167, "num_tokens": 10897916.0, "step": 410 }, { "entropy": 2.4690888836979865, "epoch": 0.7477467452987648, "grad_norm": 0.009033203125, "learning_rate": 8.380000000000001e-06, "loss": 3.4202, "mean_token_accuracy": 0.43675678241997956, "num_tokens": 11165356.0, "step": 420 }, { "entropy": 2.456707588583231, "epoch": 0.7655502392344498, "grad_norm": 0.0074462890625, "learning_rate": 8.580000000000001e-06, "loss": 3.3849, "mean_token_accuracy": 0.43797059506177904, "num_tokens": 11436799.0, "step": 430 }, { "entropy": 2.481979151070118, "epoch": 0.7833537331701347, "grad_norm": 0.00927734375, "learning_rate": 8.78e-06, "loss": 3.3948, "mean_token_accuracy": 0.4386452713981271, "num_tokens": 11703496.0, "step": 440 }, { "entropy": 2.511328932642937, "epoch": 0.8011572271058195, "grad_norm": 0.00836181640625, "learning_rate": 8.98e-06, "loss": 3.4704, "mean_token_accuracy": 0.4308528220281005, "num_tokens": 11965530.0, "step": 450 }, { "entropy": 2.4488867104053496, "epoch": 0.8189607210415044, "grad_norm": 0.00897216796875, "learning_rate": 9.180000000000002e-06, "loss": 3.4121, "mean_token_accuracy": 0.43401869516819713, "num_tokens": 12224427.0, "step": 460 }, { "entropy": 2.41854225769639, "epoch": 0.8367642149771892, "grad_norm": 0.01202392578125, "learning_rate": 9.38e-06, "loss": 3.312, "mean_token_accuracy": 0.4470580581575632, "num_tokens": 12509124.0, "step": 470 }, { "entropy": 2.4362686768174173, "epoch": 0.8545677089128741, "grad_norm": 0.007232666015625, "learning_rate": 9.58e-06, "loss": 3.3794, "mean_token_accuracy": 0.4400447830557823, "num_tokens": 12778408.0, "step": 480 }, { "entropy": 2.4321289747953414, "epoch": 0.8723712028485591, "grad_norm": 0.00811767578125, "learning_rate": 9.780000000000001e-06, "loss": 3.3687, "mean_token_accuracy": 0.44097492955625056, "num_tokens": 13046473.0, "step": 490 }, { "entropy": 2.4888896882534026, "epoch": 0.8901746967842439, "grad_norm": 0.007720947265625, "learning_rate": 9.980000000000001e-06, "loss": 3.4261, "mean_token_accuracy": 0.43556336853653194, "num_tokens": 13301659.0, "step": 500 }, { "epoch": 0.8901746967842439, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 13301659.0, "eval_chemistry_runtime": 42.4183, "eval_chemistry_samples_per_second": 11.787, "eval_chemistry_steps_per_second": 2.947, "step": 500 }, { "entropy": 2.4065550975501537, "epoch": 0.9079781907199288, "grad_norm": 0.007110595703125, "learning_rate": 1.018e-05, "loss": 3.3268, "mean_token_accuracy": 0.44642978757619856, "num_tokens": 13570986.0, "step": 510 }, { "entropy": 2.4483018897473814, "epoch": 0.9257816846556136, "grad_norm": 0.0087890625, "learning_rate": 1.038e-05, "loss": 3.4018, "mean_token_accuracy": 0.4386210318654776, "num_tokens": 13833901.0, "step": 520 }, { "entropy": 2.454428631067276, "epoch": 0.9435851785912985, "grad_norm": 0.00921630859375, "learning_rate": 1.0580000000000002e-05, "loss": 3.4197, "mean_token_accuracy": 0.43513929657638073, "num_tokens": 14093888.0, "step": 530 }, { "entropy": 2.4978294670581818, "epoch": 0.9613886725269835, "grad_norm": 0.00750732421875, "learning_rate": 1.0780000000000002e-05, "loss": 3.43, "mean_token_accuracy": 0.43464562948793173, "num_tokens": 14354918.0, "step": 540 }, { "entropy": 2.46180320456624, "epoch": 0.9791921664626683, "grad_norm": 0.00811767578125, "learning_rate": 1.0980000000000002e-05, "loss": 3.4206, "mean_token_accuracy": 0.43483266811817883, "num_tokens": 14620244.0, "step": 550 }, { "entropy": 2.4592869602143765, "epoch": 0.9969956603983532, "grad_norm": 0.00787353515625, "learning_rate": 1.1180000000000001e-05, "loss": 3.4471, "mean_token_accuracy": 0.43371057212352754, "num_tokens": 14886593.0, "step": 560 }, { "entropy": 2.3787012269420007, "epoch": 1.014242795148548, "grad_norm": 0.00830078125, "learning_rate": 1.138e-05, "loss": 3.2918, "mean_token_accuracy": 0.44634086931905437, "num_tokens": 15146469.0, "step": 570 }, { "entropy": 2.524292258173227, "epoch": 1.0320462890842328, "grad_norm": 0.0128173828125, "learning_rate": 1.1580000000000001e-05, "loss": 3.4816, "mean_token_accuracy": 0.43193594105541705, "num_tokens": 15404569.0, "step": 580 }, { "entropy": 2.4150695733726026, "epoch": 1.0498497830199176, "grad_norm": 0.00921630859375, "learning_rate": 1.178e-05, "loss": 3.3678, "mean_token_accuracy": 0.4405944043770432, "num_tokens": 15681709.0, "step": 590 }, { "entropy": 2.441706320643425, "epoch": 1.0676532769556026, "grad_norm": 0.007659912109375, "learning_rate": 1.198e-05, "loss": 3.3742, "mean_token_accuracy": 0.4395477233454585, "num_tokens": 15949421.0, "step": 600 }, { "epoch": 1.0676532769556026, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 15949421.0, "eval_chemistry_runtime": 42.5959, "eval_chemistry_samples_per_second": 11.738, "eval_chemistry_steps_per_second": 2.935, "step": 600 }, { "entropy": 2.4119591929018496, "epoch": 1.0854567708912874, "grad_norm": 0.0076904296875, "learning_rate": 1.218e-05, "loss": 3.367, "mean_token_accuracy": 0.4415699910372496, "num_tokens": 16221916.0, "step": 610 }, { "entropy": 2.51780494004488, "epoch": 1.1032602648269723, "grad_norm": 0.007537841796875, "learning_rate": 1.2380000000000002e-05, "loss": 3.4485, "mean_token_accuracy": 0.4301307639107108, "num_tokens": 16488154.0, "step": 620 }, { "entropy": 2.4647247321903705, "epoch": 1.121063758762657, "grad_norm": 0.007354736328125, "learning_rate": 1.2580000000000002e-05, "loss": 3.4027, "mean_token_accuracy": 0.4368906727060676, "num_tokens": 16756828.0, "step": 630 }, { "entropy": 2.4489255413413047, "epoch": 1.138867252698342, "grad_norm": 0.00799560546875, "learning_rate": 1.2780000000000001e-05, "loss": 3.3816, "mean_token_accuracy": 0.43627936094999314, "num_tokens": 17023681.0, "step": 640 }, { "entropy": 2.4757089667022227, "epoch": 1.156670746634027, "grad_norm": 0.01190185546875, "learning_rate": 1.2980000000000001e-05, "loss": 3.4233, "mean_token_accuracy": 0.4360200822353363, "num_tokens": 17286672.0, "step": 650 }, { "entropy": 2.542103400081396, "epoch": 1.1744742405697117, "grad_norm": 0.00726318359375, "learning_rate": 1.3180000000000001e-05, "loss": 3.4708, "mean_token_accuracy": 0.42764721568673847, "num_tokens": 17551581.0, "step": 660 }, { "entropy": 2.4632993809878827, "epoch": 1.1922777345053968, "grad_norm": 0.00946044921875, "learning_rate": 1.3380000000000002e-05, "loss": 3.3879, "mean_token_accuracy": 0.43964554853737353, "num_tokens": 17821205.0, "step": 670 }, { "entropy": 2.4974757246673107, "epoch": 1.2100812284410816, "grad_norm": 0.007415771484375, "learning_rate": 1.3580000000000002e-05, "loss": 3.4339, "mean_token_accuracy": 0.4323098760098219, "num_tokens": 18087759.0, "step": 680 }, { "entropy": 2.485871135443449, "epoch": 1.2278847223767664, "grad_norm": 0.0084228515625, "learning_rate": 1.378e-05, "loss": 3.4259, "mean_token_accuracy": 0.4338374109938741, "num_tokens": 18355732.0, "step": 690 }, { "entropy": 2.4948798827826977, "epoch": 1.2456882163124514, "grad_norm": 0.0069580078125, "learning_rate": 1.398e-05, "loss": 3.4297, "mean_token_accuracy": 0.435987046174705, "num_tokens": 18626245.0, "step": 700 }, { "epoch": 1.2456882163124514, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 18626245.0, "eval_chemistry_runtime": 42.5841, "eval_chemistry_samples_per_second": 11.741, "eval_chemistry_steps_per_second": 2.935, "step": 700 }, { "entropy": 2.408124291151762, "epoch": 1.2634917102481362, "grad_norm": 0.00927734375, "learning_rate": 1.418e-05, "loss": 3.3266, "mean_token_accuracy": 0.4450059160590172, "num_tokens": 18899632.0, "step": 710 }, { "entropy": 2.4984724432229997, "epoch": 1.281295204183821, "grad_norm": 0.01214599609375, "learning_rate": 1.4380000000000001e-05, "loss": 3.4488, "mean_token_accuracy": 0.4306912997737527, "num_tokens": 19173635.0, "step": 720 }, { "entropy": 2.407220109552145, "epoch": 1.299098698119506, "grad_norm": 0.01129150390625, "learning_rate": 1.4580000000000001e-05, "loss": 3.3575, "mean_token_accuracy": 0.44124190472066405, "num_tokens": 19453495.0, "step": 730 }, { "entropy": 2.426318255066872, "epoch": 1.3169021920551909, "grad_norm": 0.007049560546875, "learning_rate": 1.478e-05, "loss": 3.366, "mean_token_accuracy": 0.43959415052086115, "num_tokens": 19719086.0, "step": 740 }, { "entropy": 2.4674886889755725, "epoch": 1.3347056859908757, "grad_norm": 0.009033203125, "learning_rate": 1.498e-05, "loss": 3.4065, "mean_token_accuracy": 0.4346128342673182, "num_tokens": 19981272.0, "step": 750 }, { "entropy": 2.4601897999644278, "epoch": 1.3525091799265607, "grad_norm": 0.007354736328125, "learning_rate": 1.5180000000000002e-05, "loss": 3.4277, "mean_token_accuracy": 0.43639134224504234, "num_tokens": 20243034.0, "step": 760 }, { "entropy": 2.4810195587575437, "epoch": 1.3703126738622455, "grad_norm": 0.0084228515625, "learning_rate": 1.5380000000000002e-05, "loss": 3.4245, "mean_token_accuracy": 0.43384860958904026, "num_tokens": 20509028.0, "step": 770 }, { "entropy": 2.5357875250279904, "epoch": 1.3881161677979303, "grad_norm": 0.006988525390625, "learning_rate": 1.5580000000000003e-05, "loss": 3.5276, "mean_token_accuracy": 0.42721649557352065, "num_tokens": 20762668.0, "step": 780 }, { "entropy": 2.573459583520889, "epoch": 1.4059196617336152, "grad_norm": 0.00787353515625, "learning_rate": 1.578e-05, "loss": 3.5041, "mean_token_accuracy": 0.42504764050245286, "num_tokens": 21025277.0, "step": 790 }, { "entropy": 2.5099629506468775, "epoch": 1.4237231556693, "grad_norm": 0.0091552734375, "learning_rate": 1.5980000000000003e-05, "loss": 3.4735, "mean_token_accuracy": 0.42990608550608156, "num_tokens": 21292320.0, "step": 800 }, { "epoch": 1.4237231556693, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 21292320.0, "eval_chemistry_runtime": 42.58, "eval_chemistry_samples_per_second": 11.743, "eval_chemistry_steps_per_second": 2.936, "step": 800 }, { "entropy": 2.5165034629404546, "epoch": 1.441526649604985, "grad_norm": 0.00732421875, "learning_rate": 1.618e-05, "loss": 3.4497, "mean_token_accuracy": 0.4366149786859751, "num_tokens": 21563668.0, "step": 810 }, { "entropy": 2.4973253421485424, "epoch": 1.4593301435406698, "grad_norm": 0.007232666015625, "learning_rate": 1.638e-05, "loss": 3.4814, "mean_token_accuracy": 0.4312220415100455, "num_tokens": 21817298.0, "step": 820 }, { "entropy": 2.52367008626461, "epoch": 1.4771336374763546, "grad_norm": 0.007598876953125, "learning_rate": 1.658e-05, "loss": 3.468, "mean_token_accuracy": 0.4320263473317027, "num_tokens": 22083010.0, "step": 830 }, { "entropy": 2.50519383251667, "epoch": 1.4949371314120397, "grad_norm": 0.0074462890625, "learning_rate": 1.6780000000000002e-05, "loss": 3.4575, "mean_token_accuracy": 0.4309014746919274, "num_tokens": 22350046.0, "step": 840 }, { "entropy": 2.458015527576208, "epoch": 1.5127406253477245, "grad_norm": 0.0081787109375, "learning_rate": 1.698e-05, "loss": 3.4087, "mean_token_accuracy": 0.4401903055608273, "num_tokens": 22615933.0, "step": 850 }, { "entropy": 2.4192430078983307, "epoch": 1.5305441192834093, "grad_norm": 0.00787353515625, "learning_rate": 1.718e-05, "loss": 3.3493, "mean_token_accuracy": 0.4408345725387335, "num_tokens": 22886843.0, "step": 860 }, { "entropy": 2.4866544254124165, "epoch": 1.5483476132190943, "grad_norm": 0.006927490234375, "learning_rate": 1.7380000000000003e-05, "loss": 3.4323, "mean_token_accuracy": 0.4359192430973053, "num_tokens": 23140244.0, "step": 870 }, { "entropy": 2.472956708818674, "epoch": 1.5661511071547791, "grad_norm": 0.0076904296875, "learning_rate": 1.758e-05, "loss": 3.4127, "mean_token_accuracy": 0.4368757115676999, "num_tokens": 23405121.0, "step": 880 }, { "entropy": 2.4871600806713103, "epoch": 1.583954601090464, "grad_norm": 0.006378173828125, "learning_rate": 1.7780000000000003e-05, "loss": 3.425, "mean_token_accuracy": 0.43275546226650474, "num_tokens": 23671826.0, "step": 890 }, { "entropy": 2.5024729229509832, "epoch": 1.601758095026149, "grad_norm": 0.01068115234375, "learning_rate": 1.798e-05, "loss": 3.4415, "mean_token_accuracy": 0.43367660194635393, "num_tokens": 23933374.0, "step": 900 }, { "epoch": 1.601758095026149, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 23933374.0, "eval_chemistry_runtime": 42.5199, "eval_chemistry_samples_per_second": 11.759, "eval_chemistry_steps_per_second": 2.94, "step": 900 }, { "entropy": 2.4241936951875687, "epoch": 1.6195615889618338, "grad_norm": 0.00836181640625, "learning_rate": 1.8180000000000002e-05, "loss": 3.3926, "mean_token_accuracy": 0.4393082341179252, "num_tokens": 24210156.0, "step": 910 }, { "entropy": 2.501750738918781, "epoch": 1.6373650828975186, "grad_norm": 0.01043701171875, "learning_rate": 1.8380000000000004e-05, "loss": 3.428, "mean_token_accuracy": 0.4345035368576646, "num_tokens": 24462726.0, "step": 920 }, { "entropy": 2.4093470610678196, "epoch": 1.6551685768332036, "grad_norm": 0.0118408203125, "learning_rate": 1.858e-05, "loss": 3.3407, "mean_token_accuracy": 0.44576158542186023, "num_tokens": 24732815.0, "step": 930 }, { "entropy": 2.469248706102371, "epoch": 1.6729720707688884, "grad_norm": 0.0128173828125, "learning_rate": 1.878e-05, "loss": 3.3903, "mean_token_accuracy": 0.4362227080389857, "num_tokens": 25002091.0, "step": 940 }, { "entropy": 2.4393011182546616, "epoch": 1.6907755647045732, "grad_norm": 0.00982666015625, "learning_rate": 1.898e-05, "loss": 3.4097, "mean_token_accuracy": 0.4377862988039851, "num_tokens": 25267949.0, "step": 950 }, { "entropy": 2.499985621124506, "epoch": 1.7085790586402583, "grad_norm": 0.007110595703125, "learning_rate": 1.918e-05, "loss": 3.4206, "mean_token_accuracy": 0.4386218637228012, "num_tokens": 25525772.0, "step": 960 }, { "entropy": 2.518709710240364, "epoch": 1.7263825525759429, "grad_norm": 0.015625, "learning_rate": 1.938e-05, "loss": 3.4744, "mean_token_accuracy": 0.4290819203481078, "num_tokens": 25787727.0, "step": 970 }, { "entropy": 2.434730440378189, "epoch": 1.744186046511628, "grad_norm": 0.007110595703125, "learning_rate": 1.9580000000000002e-05, "loss": 3.3452, "mean_token_accuracy": 0.4429737152531743, "num_tokens": 26058026.0, "step": 980 }, { "entropy": 2.405204129964113, "epoch": 1.761989540447313, "grad_norm": 0.007659912109375, "learning_rate": 1.978e-05, "loss": 3.3339, "mean_token_accuracy": 0.44453586284071206, "num_tokens": 26326631.0, "step": 990 }, { "entropy": 2.473785638809204, "epoch": 1.7797930343829975, "grad_norm": 0.008056640625, "learning_rate": 1.9980000000000002e-05, "loss": 3.3982, "mean_token_accuracy": 0.4379414787515998, "num_tokens": 26591735.0, "step": 1000 }, { "epoch": 1.7797930343829975, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 26591735.0, "eval_chemistry_runtime": 42.6898, "eval_chemistry_samples_per_second": 11.712, "eval_chemistry_steps_per_second": 2.928, "step": 1000 }, { "entropy": 2.4923629231750963, "epoch": 1.7975965283186826, "grad_norm": 0.007171630859375, "learning_rate": 1.9980000000000002e-05, "loss": 3.4449, "mean_token_accuracy": 0.4350215895101428, "num_tokens": 26857071.0, "step": 1010 }, { "entropy": 2.518780706077814, "epoch": 1.8154000222543676, "grad_norm": 0.01068115234375, "learning_rate": 1.995777777777778e-05, "loss": 3.4732, "mean_token_accuracy": 0.42953309677541257, "num_tokens": 27120617.0, "step": 1020 }, { "entropy": 2.4439337849617004, "epoch": 1.8332035161900522, "grad_norm": 0.00830078125, "learning_rate": 1.9935555555555557e-05, "loss": 3.3826, "mean_token_accuracy": 0.4376870134845376, "num_tokens": 27391174.0, "step": 1030 }, { "entropy": 2.4611451610922814, "epoch": 1.8510070101257372, "grad_norm": 0.0072021484375, "learning_rate": 1.9913333333333335e-05, "loss": 3.3908, "mean_token_accuracy": 0.4394783997908235, "num_tokens": 27656941.0, "step": 1040 }, { "entropy": 2.456043781340122, "epoch": 1.868810504061422, "grad_norm": 0.0081787109375, "learning_rate": 1.9891111111111112e-05, "loss": 3.4033, "mean_token_accuracy": 0.4401937620714307, "num_tokens": 27927118.0, "step": 1050 }, { "entropy": 2.4034786596894264, "epoch": 1.8866139979971068, "grad_norm": 0.009033203125, "learning_rate": 1.986888888888889e-05, "loss": 3.315, "mean_token_accuracy": 0.4454406937584281, "num_tokens": 28192620.0, "step": 1060 }, { "entropy": 2.451674747467041, "epoch": 1.9044174919327919, "grad_norm": 0.007232666015625, "learning_rate": 1.9846666666666668e-05, "loss": 3.3975, "mean_token_accuracy": 0.4367500660941005, "num_tokens": 28458168.0, "step": 1070 }, { "entropy": 2.477339595556259, "epoch": 1.9222209858684767, "grad_norm": 0.009033203125, "learning_rate": 1.9824444444444445e-05, "loss": 3.4136, "mean_token_accuracy": 0.4369886856526136, "num_tokens": 28722756.0, "step": 1080 }, { "entropy": 2.5017261296510696, "epoch": 1.9400244798041615, "grad_norm": 0.010498046875, "learning_rate": 1.9802222222222226e-05, "loss": 3.4096, "mean_token_accuracy": 0.4368307461962104, "num_tokens": 28978375.0, "step": 1090 }, { "entropy": 2.4673263989388943, "epoch": 1.9578279737398465, "grad_norm": 0.00787353515625, "learning_rate": 1.978e-05, "loss": 3.4071, "mean_token_accuracy": 0.43733639605343344, "num_tokens": 29236865.0, "step": 1100 }, { "epoch": 1.9578279737398465, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 29236865.0, "eval_chemistry_runtime": 42.6475, "eval_chemistry_samples_per_second": 11.724, "eval_chemistry_steps_per_second": 2.931, "step": 1100 }, { "entropy": 2.4563313499093056, "epoch": 1.9756314676755313, "grad_norm": 0.008056640625, "learning_rate": 1.975777777777778e-05, "loss": 3.3669, "mean_token_accuracy": 0.4400833772495389, "num_tokens": 29500428.0, "step": 1110 }, { "entropy": 2.4409970842301845, "epoch": 1.9934349616112161, "grad_norm": 0.009033203125, "learning_rate": 1.9735555555555556e-05, "loss": 3.3781, "mean_token_accuracy": 0.44074930921196936, "num_tokens": 29766739.0, "step": 1120 }, { "entropy": 2.46847146403405, "epoch": 2.010682096361411, "grad_norm": 0.00885009765625, "learning_rate": 1.9713333333333337e-05, "loss": 3.4114, "mean_token_accuracy": 0.4375636675665455, "num_tokens": 30025427.0, "step": 1130 }, { "entropy": 2.4604240149259566, "epoch": 2.028485590297096, "grad_norm": 0.0126953125, "learning_rate": 1.969111111111111e-05, "loss": 3.3852, "mean_token_accuracy": 0.43901363387703896, "num_tokens": 30286651.0, "step": 1140 }, { "entropy": 2.468199959397316, "epoch": 2.0462890842327806, "grad_norm": 0.007659912109375, "learning_rate": 1.9668888888888892e-05, "loss": 3.4268, "mean_token_accuracy": 0.4350541580468416, "num_tokens": 30552624.0, "step": 1150 }, { "entropy": 2.4525125212967396, "epoch": 2.0640925781684656, "grad_norm": 0.00823974609375, "learning_rate": 1.9646666666666666e-05, "loss": 3.3892, "mean_token_accuracy": 0.4397247971966863, "num_tokens": 30823746.0, "step": 1160 }, { "entropy": 2.575217917561531, "epoch": 2.0818960721041506, "grad_norm": 0.007476806640625, "learning_rate": 1.9624444444444447e-05, "loss": 3.5312, "mean_token_accuracy": 0.42372212260961534, "num_tokens": 31076307.0, "step": 1170 }, { "entropy": 2.5399364054203035, "epoch": 2.099699566039835, "grad_norm": 0.01165771484375, "learning_rate": 1.9602222222222225e-05, "loss": 3.4832, "mean_token_accuracy": 0.4261633366346359, "num_tokens": 31340763.0, "step": 1180 }, { "entropy": 2.440959357470274, "epoch": 2.1175030599755202, "grad_norm": 0.007232666015625, "learning_rate": 1.9580000000000002e-05, "loss": 3.3932, "mean_token_accuracy": 0.4403660248965025, "num_tokens": 31607200.0, "step": 1190 }, { "entropy": 2.5287065640091897, "epoch": 2.1353065539112053, "grad_norm": 0.00897216796875, "learning_rate": 1.955777777777778e-05, "loss": 3.4754, "mean_token_accuracy": 0.4273608535528183, "num_tokens": 31874392.0, "step": 1200 }, { "epoch": 2.1353065539112053, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 31874392.0, "eval_chemistry_runtime": 42.5525, "eval_chemistry_samples_per_second": 11.75, "eval_chemistry_steps_per_second": 2.938, "step": 1200 }, { "entropy": 2.4604250721633436, "epoch": 2.15311004784689, "grad_norm": 0.00732421875, "learning_rate": 1.9535555555555557e-05, "loss": 3.3662, "mean_token_accuracy": 0.4413184406235814, "num_tokens": 32144016.0, "step": 1210 }, { "entropy": 2.460251194238663, "epoch": 2.170913541782575, "grad_norm": 0.0098876953125, "learning_rate": 1.9513333333333335e-05, "loss": 3.4265, "mean_token_accuracy": 0.43892472572624686, "num_tokens": 32410902.0, "step": 1220 }, { "entropy": 2.4349136739969253, "epoch": 2.18871703571826, "grad_norm": 0.007537841796875, "learning_rate": 1.9491111111111113e-05, "loss": 3.386, "mean_token_accuracy": 0.44226096775382756, "num_tokens": 32674338.0, "step": 1230 }, { "entropy": 2.4614202618598937, "epoch": 2.2065205296539445, "grad_norm": 0.0123291015625, "learning_rate": 1.946888888888889e-05, "loss": 3.3965, "mean_token_accuracy": 0.43613822385668755, "num_tokens": 32930219.0, "step": 1240 }, { "entropy": 2.494431575387716, "epoch": 2.2243240235896296, "grad_norm": 0.013916015625, "learning_rate": 1.9446666666666668e-05, "loss": 3.4509, "mean_token_accuracy": 0.433765122294426, "num_tokens": 33194318.0, "step": 1250 }, { "entropy": 2.443953486531973, "epoch": 2.242127517525314, "grad_norm": 0.007659912109375, "learning_rate": 1.9424444444444446e-05, "loss": 3.3948, "mean_token_accuracy": 0.43882110957056286, "num_tokens": 33453292.0, "step": 1260 }, { "entropy": 2.3844580121338366, "epoch": 2.259931011460999, "grad_norm": 0.0081787109375, "learning_rate": 1.9402222222222223e-05, "loss": 3.3094, "mean_token_accuracy": 0.4473427068442106, "num_tokens": 33728875.0, "step": 1270 }, { "entropy": 2.5078157439827917, "epoch": 2.277734505396684, "grad_norm": 0.007354736328125, "learning_rate": 1.938e-05, "loss": 3.4404, "mean_token_accuracy": 0.43358458634465935, "num_tokens": 33999305.0, "step": 1280 }, { "entropy": 2.489903759211302, "epoch": 2.295537999332369, "grad_norm": 0.00750732421875, "learning_rate": 1.935777777777778e-05, "loss": 3.4548, "mean_token_accuracy": 0.4296891471371055, "num_tokens": 34269727.0, "step": 1290 }, { "entropy": 2.384353207051754, "epoch": 2.313341493268054, "grad_norm": 0.00775146484375, "learning_rate": 1.9335555555555556e-05, "loss": 3.3205, "mean_token_accuracy": 0.44720757827162744, "num_tokens": 34537714.0, "step": 1300 }, { "epoch": 2.313341493268054, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 34537714.0, "eval_chemistry_runtime": 42.6053, "eval_chemistry_samples_per_second": 11.736, "eval_chemistry_steps_per_second": 2.934, "step": 1300 }, { "entropy": 2.471423901617527, "epoch": 2.331144987203739, "grad_norm": 0.007781982421875, "learning_rate": 1.9313333333333334e-05, "loss": 3.4072, "mean_token_accuracy": 0.43562198970466853, "num_tokens": 34806647.0, "step": 1310 }, { "entropy": 2.460309857875109, "epoch": 2.3489484811394234, "grad_norm": 0.01104736328125, "learning_rate": 1.9291111111111115e-05, "loss": 3.4042, "mean_token_accuracy": 0.4393015902489424, "num_tokens": 35076423.0, "step": 1320 }, { "entropy": 2.50424614623189, "epoch": 2.3667519750751085, "grad_norm": 0.007049560546875, "learning_rate": 1.926888888888889e-05, "loss": 3.4226, "mean_token_accuracy": 0.4346967810764909, "num_tokens": 35343494.0, "step": 1330 }, { "entropy": 2.48561422675848, "epoch": 2.3845554690107935, "grad_norm": 0.0086669921875, "learning_rate": 1.924666666666667e-05, "loss": 3.4177, "mean_token_accuracy": 0.4333121033385396, "num_tokens": 35614731.0, "step": 1340 }, { "entropy": 2.498768079280853, "epoch": 2.402358962946478, "grad_norm": 0.00885009765625, "learning_rate": 1.9224444444444444e-05, "loss": 3.451, "mean_token_accuracy": 0.4327333400025964, "num_tokens": 35877264.0, "step": 1350 }, { "entropy": 2.420652062445879, "epoch": 2.420162456882163, "grad_norm": 0.007659912109375, "learning_rate": 1.9202222222222225e-05, "loss": 3.343, "mean_token_accuracy": 0.4431915180757642, "num_tokens": 36147587.0, "step": 1360 }, { "entropy": 2.4841696746647357, "epoch": 2.437965950817848, "grad_norm": 0.007049560546875, "learning_rate": 1.918e-05, "loss": 3.4194, "mean_token_accuracy": 0.43716037590056656, "num_tokens": 36416125.0, "step": 1370 }, { "entropy": 2.4914293572306634, "epoch": 2.4557694447535328, "grad_norm": 0.0081787109375, "learning_rate": 1.915777777777778e-05, "loss": 3.4345, "mean_token_accuracy": 0.4334576532244682, "num_tokens": 36680383.0, "step": 1380 }, { "entropy": 2.470908258855343, "epoch": 2.473572938689218, "grad_norm": 0.00921630859375, "learning_rate": 1.9135555555555555e-05, "loss": 3.4071, "mean_token_accuracy": 0.4377790277823806, "num_tokens": 36946349.0, "step": 1390 }, { "entropy": 2.407320798188448, "epoch": 2.491376432624903, "grad_norm": 0.0089111328125, "learning_rate": 1.9113333333333336e-05, "loss": 3.358, "mean_token_accuracy": 0.44281436298042537, "num_tokens": 37219532.0, "step": 1400 }, { "epoch": 2.491376432624903, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 37219532.0, "eval_chemistry_runtime": 42.6672, "eval_chemistry_samples_per_second": 11.719, "eval_chemistry_steps_per_second": 2.93, "step": 1400 }, { "entropy": 2.4535592779517175, "epoch": 2.5091799265605874, "grad_norm": 0.01446533203125, "learning_rate": 1.9091111111111113e-05, "loss": 3.3835, "mean_token_accuracy": 0.4377025572583079, "num_tokens": 37477914.0, "step": 1410 }, { "entropy": 2.4648735396564008, "epoch": 2.5269834204962724, "grad_norm": 0.00738525390625, "learning_rate": 1.906888888888889e-05, "loss": 3.3722, "mean_token_accuracy": 0.44036708902567623, "num_tokens": 37746690.0, "step": 1420 }, { "entropy": 2.5168155536055563, "epoch": 2.544786914431957, "grad_norm": 0.007598876953125, "learning_rate": 1.904666666666667e-05, "loss": 3.4422, "mean_token_accuracy": 0.43462312165647743, "num_tokens": 38005792.0, "step": 1430 }, { "entropy": 2.518996875733137, "epoch": 2.562590408367642, "grad_norm": 0.007598876953125, "learning_rate": 1.9024444444444446e-05, "loss": 3.4453, "mean_token_accuracy": 0.43033833540976046, "num_tokens": 38269021.0, "step": 1440 }, { "entropy": 2.4837927713990213, "epoch": 2.580393902303327, "grad_norm": 0.00732421875, "learning_rate": 1.9002222222222224e-05, "loss": 3.4046, "mean_token_accuracy": 0.43629784174263475, "num_tokens": 38545224.0, "step": 1450 }, { "entropy": 2.4778561271727084, "epoch": 2.598197396239012, "grad_norm": 0.007293701171875, "learning_rate": 1.898e-05, "loss": 3.4428, "mean_token_accuracy": 0.4349894070997834, "num_tokens": 38802290.0, "step": 1460 }, { "entropy": 2.4231295838952063, "epoch": 2.6160008901746967, "grad_norm": 0.009521484375, "learning_rate": 1.895777777777778e-05, "loss": 3.3682, "mean_token_accuracy": 0.4430950226262212, "num_tokens": 39065787.0, "step": 1470 }, { "entropy": 2.434224319458008, "epoch": 2.6338043841103818, "grad_norm": 0.007781982421875, "learning_rate": 1.8935555555555556e-05, "loss": 3.3787, "mean_token_accuracy": 0.43969413749873637, "num_tokens": 39328517.0, "step": 1480 }, { "entropy": 2.4157699927687646, "epoch": 2.6516078780460663, "grad_norm": 0.009765625, "learning_rate": 1.8913333333333334e-05, "loss": 3.3348, "mean_token_accuracy": 0.4441758098080754, "num_tokens": 39600641.0, "step": 1490 }, { "entropy": 2.5363398104906083, "epoch": 2.6694113719817514, "grad_norm": 0.007537841796875, "learning_rate": 1.8891111111111115e-05, "loss": 3.4932, "mean_token_accuracy": 0.42894220296293495, "num_tokens": 39857917.0, "step": 1500 }, { "epoch": 2.6694113719817514, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 39857917.0, "eval_chemistry_runtime": 42.5983, "eval_chemistry_samples_per_second": 11.738, "eval_chemistry_steps_per_second": 2.934, "step": 1500 }, { "entropy": 2.475891087204218, "epoch": 2.6872148659174364, "grad_norm": 0.0084228515625, "learning_rate": 1.886888888888889e-05, "loss": 3.4641, "mean_token_accuracy": 0.4327057808637619, "num_tokens": 40119174.0, "step": 1510 }, { "entropy": 2.538855505734682, "epoch": 2.7050183598531214, "grad_norm": 0.0086669921875, "learning_rate": 1.884666666666667e-05, "loss": 3.4886, "mean_token_accuracy": 0.427852831967175, "num_tokens": 40379054.0, "step": 1520 }, { "entropy": 2.465169349312782, "epoch": 2.722821853788806, "grad_norm": 0.00823974609375, "learning_rate": 1.8824444444444445e-05, "loss": 3.4114, "mean_token_accuracy": 0.43687186017632484, "num_tokens": 40650970.0, "step": 1530 }, { "entropy": 2.4815499387681483, "epoch": 2.740625347724491, "grad_norm": 0.00726318359375, "learning_rate": 1.8802222222222226e-05, "loss": 3.4391, "mean_token_accuracy": 0.43311921060085296, "num_tokens": 40914339.0, "step": 1540 }, { "entropy": 2.4799845792353152, "epoch": 2.7584288416601757, "grad_norm": 0.00732421875, "learning_rate": 1.878e-05, "loss": 3.419, "mean_token_accuracy": 0.4352044124156237, "num_tokens": 41181827.0, "step": 1550 }, { "entropy": 2.432544883340597, "epoch": 2.7762323355958607, "grad_norm": 0.00775146484375, "learning_rate": 1.875777777777778e-05, "loss": 3.3587, "mean_token_accuracy": 0.43972424473613503, "num_tokens": 41448961.0, "step": 1560 }, { "entropy": 2.4766519904136657, "epoch": 2.7940358295315457, "grad_norm": 0.0140380859375, "learning_rate": 1.873555555555556e-05, "loss": 3.4166, "mean_token_accuracy": 0.43819848690181973, "num_tokens": 41712243.0, "step": 1570 }, { "entropy": 2.45805629491806, "epoch": 2.8118393234672303, "grad_norm": 0.00811767578125, "learning_rate": 1.8713333333333336e-05, "loss": 3.3882, "mean_token_accuracy": 0.4380352281033993, "num_tokens": 41981755.0, "step": 1580 }, { "entropy": 2.3916926831007004, "epoch": 2.8296428174029153, "grad_norm": 0.0125732421875, "learning_rate": 1.8691111111111114e-05, "loss": 3.3124, "mean_token_accuracy": 0.4474966680631042, "num_tokens": 42258270.0, "step": 1590 }, { "entropy": 2.4504558242857457, "epoch": 2.8474463113386, "grad_norm": 0.0087890625, "learning_rate": 1.866888888888889e-05, "loss": 3.3973, "mean_token_accuracy": 0.43714725859463216, "num_tokens": 42529321.0, "step": 1600 }, { "epoch": 2.8474463113386, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 42529321.0, "eval_chemistry_runtime": 42.5546, "eval_chemistry_samples_per_second": 11.75, "eval_chemistry_steps_per_second": 2.937, "step": 1600 }, { "entropy": 2.526197586208582, "epoch": 2.865249805274285, "grad_norm": 0.0079345703125, "learning_rate": 1.864666666666667e-05, "loss": 3.4609, "mean_token_accuracy": 0.42937238067388533, "num_tokens": 42793729.0, "step": 1610 }, { "entropy": 2.4750846356153486, "epoch": 2.88305329920997, "grad_norm": 0.00921630859375, "learning_rate": 1.8624444444444446e-05, "loss": 3.4279, "mean_token_accuracy": 0.432634992338717, "num_tokens": 43067006.0, "step": 1620 }, { "entropy": 2.4470580220222473, "epoch": 2.900856793145655, "grad_norm": 0.0126953125, "learning_rate": 1.8602222222222224e-05, "loss": 3.3994, "mean_token_accuracy": 0.4387952284887433, "num_tokens": 43333868.0, "step": 1630 }, { "entropy": 2.4646801233291624, "epoch": 2.9186602870813396, "grad_norm": 0.00909423828125, "learning_rate": 1.858e-05, "loss": 3.397, "mean_token_accuracy": 0.43661086559295653, "num_tokens": 43605151.0, "step": 1640 }, { "entropy": 2.4074466191232204, "epoch": 2.9364637810170247, "grad_norm": 0.007415771484375, "learning_rate": 1.855777777777778e-05, "loss": 3.3384, "mean_token_accuracy": 0.4428932035341859, "num_tokens": 43863034.0, "step": 1650 }, { "entropy": 2.5186894349753857, "epoch": 2.9542672749527092, "grad_norm": 0.007354736328125, "learning_rate": 1.8535555555555557e-05, "loss": 3.4249, "mean_token_accuracy": 0.43363551832735536, "num_tokens": 44126796.0, "step": 1660 }, { "entropy": 2.5221563249826433, "epoch": 2.9720707688883943, "grad_norm": 0.00799560546875, "learning_rate": 1.8513333333333335e-05, "loss": 3.4755, "mean_token_accuracy": 0.4296230224892497, "num_tokens": 44382724.0, "step": 1670 }, { "entropy": 2.4261739112436773, "epoch": 2.9898742628240793, "grad_norm": 0.00921630859375, "learning_rate": 1.8491111111111112e-05, "loss": 3.347, "mean_token_accuracy": 0.44398615062236785, "num_tokens": 44651471.0, "step": 1680 }, { "entropy": 2.4371220088774157, "epoch": 3.007121397574274, "grad_norm": 0.008544921875, "learning_rate": 1.846888888888889e-05, "loss": 3.3525, "mean_token_accuracy": 0.44014161959771186, "num_tokens": 44909981.0, "step": 1690 }, { "entropy": 2.597546722739935, "epoch": 3.0249248915099587, "grad_norm": 0.007354736328125, "learning_rate": 1.8446666666666667e-05, "loss": 3.5249, "mean_token_accuracy": 0.4250665778294206, "num_tokens": 45176547.0, "step": 1700 }, { "epoch": 3.0249248915099587, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 45176547.0, "eval_chemistry_runtime": 42.5973, "eval_chemistry_samples_per_second": 11.738, "eval_chemistry_steps_per_second": 2.934, "step": 1700 }, { "entropy": 2.4016756273806097, "epoch": 3.0427283854456437, "grad_norm": 0.008056640625, "learning_rate": 1.842444444444445e-05, "loss": 3.3445, "mean_token_accuracy": 0.44047501031309366, "num_tokens": 45437181.0, "step": 1710 }, { "entropy": 2.4717557713389398, "epoch": 3.0605318793813288, "grad_norm": 0.00830078125, "learning_rate": 1.8402222222222223e-05, "loss": 3.4273, "mean_token_accuracy": 0.4353035241365433, "num_tokens": 45702431.0, "step": 1720 }, { "entropy": 2.4562893763184546, "epoch": 3.0783353733170133, "grad_norm": 0.00738525390625, "learning_rate": 1.8380000000000004e-05, "loss": 3.3755, "mean_token_accuracy": 0.43956287633627655, "num_tokens": 45975788.0, "step": 1730 }, { "entropy": 2.4700839944183826, "epoch": 3.0961388672526984, "grad_norm": 0.0103759765625, "learning_rate": 1.8357777777777778e-05, "loss": 3.3978, "mean_token_accuracy": 0.4417863454669714, "num_tokens": 46251349.0, "step": 1740 }, { "entropy": 2.5270811855793, "epoch": 3.1139423611883834, "grad_norm": 0.00775146484375, "learning_rate": 1.833555555555556e-05, "loss": 3.4516, "mean_token_accuracy": 0.42940014600753784, "num_tokens": 46516802.0, "step": 1750 }, { "entropy": 2.4189466029405593, "epoch": 3.131745855124068, "grad_norm": 0.007537841796875, "learning_rate": 1.8313333333333333e-05, "loss": 3.3473, "mean_token_accuracy": 0.446175323985517, "num_tokens": 46790537.0, "step": 1760 }, { "entropy": 2.437445816397667, "epoch": 3.149549349059753, "grad_norm": 0.01043701171875, "learning_rate": 1.8291111111111114e-05, "loss": 3.3659, "mean_token_accuracy": 0.44263256788253785, "num_tokens": 47052877.0, "step": 1770 }, { "entropy": 2.477902936190367, "epoch": 3.167352842995438, "grad_norm": 0.01214599609375, "learning_rate": 1.8268888888888888e-05, "loss": 3.411, "mean_token_accuracy": 0.43642533868551253, "num_tokens": 47315587.0, "step": 1780 }, { "entropy": 2.4296828620135784, "epoch": 3.1851563369311227, "grad_norm": 0.0081787109375, "learning_rate": 1.824666666666667e-05, "loss": 3.3685, "mean_token_accuracy": 0.4402240352705121, "num_tokens": 47578352.0, "step": 1790 }, { "entropy": 2.455223270505667, "epoch": 3.2029598308668077, "grad_norm": 0.01470947265625, "learning_rate": 1.8224444444444447e-05, "loss": 3.4172, "mean_token_accuracy": 0.43478179927915334, "num_tokens": 47844623.0, "step": 1800 }, { "epoch": 3.2029598308668077, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 47844623.0, "eval_chemistry_runtime": 42.5947, "eval_chemistry_samples_per_second": 11.739, "eval_chemistry_steps_per_second": 2.935, "step": 1800 }, { "entropy": 2.4119900725781918, "epoch": 3.2207633248024923, "grad_norm": 0.0123291015625, "learning_rate": 1.8202222222222225e-05, "loss": 3.3467, "mean_token_accuracy": 0.4440757390111685, "num_tokens": 48112262.0, "step": 1810 }, { "entropy": 2.5602151431143283, "epoch": 3.2385668187381773, "grad_norm": 0.0103759765625, "learning_rate": 1.8180000000000002e-05, "loss": 3.5068, "mean_token_accuracy": 0.4251785816624761, "num_tokens": 48369097.0, "step": 1820 }, { "entropy": 2.4663229435682297, "epoch": 3.2563703126738623, "grad_norm": 0.0078125, "learning_rate": 1.815777777777778e-05, "loss": 3.4226, "mean_token_accuracy": 0.4367042934522033, "num_tokens": 48628165.0, "step": 1830 }, { "entropy": 2.441531176120043, "epoch": 3.274173806609547, "grad_norm": 0.00933837890625, "learning_rate": 1.8135555555555557e-05, "loss": 3.3767, "mean_token_accuracy": 0.43784170281142, "num_tokens": 48898634.0, "step": 1840 }, { "entropy": 2.437831664085388, "epoch": 3.291977300545232, "grad_norm": 0.0089111328125, "learning_rate": 1.8113333333333335e-05, "loss": 3.3906, "mean_token_accuracy": 0.43811208922415973, "num_tokens": 49167839.0, "step": 1850 }, { "entropy": 2.4592106595635412, "epoch": 3.309780794480917, "grad_norm": 0.007415771484375, "learning_rate": 1.8091111111111113e-05, "loss": 3.3945, "mean_token_accuracy": 0.43993463516235354, "num_tokens": 49431378.0, "step": 1860 }, { "entropy": 2.4519283570349217, "epoch": 3.3275842884166016, "grad_norm": 0.00885009765625, "learning_rate": 1.806888888888889e-05, "loss": 3.3876, "mean_token_accuracy": 0.43461998719722034, "num_tokens": 49699309.0, "step": 1870 }, { "entropy": 2.483532691001892, "epoch": 3.3453877823522866, "grad_norm": 0.00921630859375, "learning_rate": 1.8046666666666668e-05, "loss": 3.4364, "mean_token_accuracy": 0.43375972770154475, "num_tokens": 49972032.0, "step": 1880 }, { "entropy": 2.470829947292805, "epoch": 3.3631912762879717, "grad_norm": 0.0150146484375, "learning_rate": 1.8024444444444445e-05, "loss": 3.4237, "mean_token_accuracy": 0.4348238715901971, "num_tokens": 50241367.0, "step": 1890 }, { "entropy": 2.503614215552807, "epoch": 3.3809947702236562, "grad_norm": 0.0074462890625, "learning_rate": 1.8002222222222223e-05, "loss": 3.4753, "mean_token_accuracy": 0.43145324755460024, "num_tokens": 50511167.0, "step": 1900 }, { "epoch": 3.3809947702236562, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 50511167.0, "eval_chemistry_runtime": 42.5948, "eval_chemistry_samples_per_second": 11.739, "eval_chemistry_steps_per_second": 2.935, "step": 1900 }, { "entropy": 2.5126790434122084, "epoch": 3.3987982641593413, "grad_norm": 0.0091552734375, "learning_rate": 1.798e-05, "loss": 3.4633, "mean_token_accuracy": 0.43145898953080175, "num_tokens": 50776842.0, "step": 1910 }, { "entropy": 2.483235966414213, "epoch": 3.4166017580950263, "grad_norm": 0.0087890625, "learning_rate": 1.7957777777777778e-05, "loss": 3.4276, "mean_token_accuracy": 0.4340201187878847, "num_tokens": 51040514.0, "step": 1920 }, { "entropy": 2.512890145927668, "epoch": 3.434405252030711, "grad_norm": 0.00775146484375, "learning_rate": 1.7935555555555556e-05, "loss": 3.4503, "mean_token_accuracy": 0.431868121214211, "num_tokens": 51300696.0, "step": 1930 }, { "entropy": 2.5034680627286434, "epoch": 3.452208745966396, "grad_norm": 0.00799560546875, "learning_rate": 1.7913333333333337e-05, "loss": 3.4761, "mean_token_accuracy": 0.4282655959948897, "num_tokens": 51558606.0, "step": 1940 }, { "entropy": 2.49245428070426, "epoch": 3.470012239902081, "grad_norm": 0.00830078125, "learning_rate": 1.789111111111111e-05, "loss": 3.4056, "mean_token_accuracy": 0.434098650328815, "num_tokens": 51827834.0, "step": 1950 }, { "entropy": 2.443667434155941, "epoch": 3.4878157338377656, "grad_norm": 0.0081787109375, "learning_rate": 1.7868888888888892e-05, "loss": 3.3762, "mean_token_accuracy": 0.4413266645744443, "num_tokens": 52100179.0, "step": 1960 }, { "entropy": 2.47061547935009, "epoch": 3.5056192277734506, "grad_norm": 0.007080078125, "learning_rate": 1.7846666666666666e-05, "loss": 3.3948, "mean_token_accuracy": 0.43764521069824697, "num_tokens": 52368055.0, "step": 1970 }, { "entropy": 2.4235463075339796, "epoch": 3.523422721709135, "grad_norm": 0.0072021484375, "learning_rate": 1.7824444444444447e-05, "loss": 3.392, "mean_token_accuracy": 0.4394680192694068, "num_tokens": 52637505.0, "step": 1980 }, { "entropy": 2.466986934840679, "epoch": 3.54122621564482, "grad_norm": 0.0123291015625, "learning_rate": 1.780222222222222e-05, "loss": 3.3834, "mean_token_accuracy": 0.43876779917627573, "num_tokens": 52906194.0, "step": 1990 }, { "entropy": 2.3780635252594946, "epoch": 3.5590297095805052, "grad_norm": 0.0089111328125, "learning_rate": 1.7780000000000003e-05, "loss": 3.3102, "mean_token_accuracy": 0.44717768765985966, "num_tokens": 53172376.0, "step": 2000 }, { "epoch": 3.5590297095805052, "eval_chemistry_entropy": 2.4951189584732054, "eval_chemistry_loss": 3.512981414794922, "eval_chemistry_mean_token_accuracy": 0.4329572098255157, "eval_chemistry_num_tokens": 53172376.0, "eval_chemistry_runtime": 42.5948, "eval_chemistry_samples_per_second": 11.739, "eval_chemistry_steps_per_second": 2.935, "step": 2000 } ], "logging_steps": 10, "max_steps": 10000, "num_input_tokens_seen": 0, "num_train_epochs": 18, "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": 5.348963885285229e+18, "train_batch_size": 4, "trial_name": null, "trial_params": null }