| { |
| "best_global_step": 300, |
| "best_metric": 0.18106622993946075, |
| "best_model_checkpoint": null, |
| "epoch": 1.0, |
| "eval_steps": 50, |
| "global_step": 338, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "entropy": 3.775044322013855, |
| "epoch": 0.002962962962962963, |
| "grad_norm": 34.59568786621094, |
| "learning_rate": 0.0, |
| "loss": 2.628934621810913, |
| "mean_token_accuracy": 0.6272874362766743, |
| "num_tokens": 16384.0, |
| "step": 1 |
| }, |
| { |
| "entropy": 3.8163256645202637, |
| "epoch": 0.005925925925925926, |
| "grad_norm": 30.7418212890625, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 2.4589571952819824, |
| "mean_token_accuracy": 0.6306841522455215, |
| "num_tokens": 32768.0, |
| "step": 2 |
| }, |
| { |
| "entropy": 3.4858527183532715, |
| "epoch": 0.008888888888888889, |
| "grad_norm": 28.812597274780273, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 2.1560466289520264, |
| "mean_token_accuracy": 0.6737441420555115, |
| "num_tokens": 49152.0, |
| "step": 3 |
| }, |
| { |
| "entropy": 3.8859923779964447, |
| "epoch": 0.011851851851851851, |
| "grad_norm": 33.05686569213867, |
| "learning_rate": 6e-06, |
| "loss": 2.643793821334839, |
| "mean_token_accuracy": 0.619361087679863, |
| "num_tokens": 65536.0, |
| "step": 4 |
| }, |
| { |
| "entropy": 3.7973375618457794, |
| "epoch": 0.014814814814814815, |
| "grad_norm": 33.31623458862305, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 1.9691884517669678, |
| "mean_token_accuracy": 0.6821821480989456, |
| "num_tokens": 81920.0, |
| "step": 5 |
| }, |
| { |
| "entropy": 3.6109770834445953, |
| "epoch": 0.017777777777777778, |
| "grad_norm": 19.2442684173584, |
| "learning_rate": 1e-05, |
| "loss": 1.6936599016189575, |
| "mean_token_accuracy": 0.6984509825706482, |
| "num_tokens": 98304.0, |
| "step": 6 |
| }, |
| { |
| "entropy": 3.315625935792923, |
| "epoch": 0.02074074074074074, |
| "grad_norm": 9.899496078491211, |
| "learning_rate": 9.96996996996997e-06, |
| "loss": 1.184874176979065, |
| "mean_token_accuracy": 0.7923205718398094, |
| "num_tokens": 114688.0, |
| "step": 7 |
| }, |
| { |
| "entropy": 3.6855034828186035, |
| "epoch": 0.023703703703703703, |
| "grad_norm": 8.208796501159668, |
| "learning_rate": 9.93993993993994e-06, |
| "loss": 1.1628938913345337, |
| "mean_token_accuracy": 0.7737714499235153, |
| "num_tokens": 131072.0, |
| "step": 8 |
| }, |
| { |
| "entropy": 3.525162488222122, |
| "epoch": 0.02666666666666667, |
| "grad_norm": 7.624190807342529, |
| "learning_rate": 9.90990990990991e-06, |
| "loss": 1.3821073770523071, |
| "mean_token_accuracy": 0.7611671090126038, |
| "num_tokens": 147456.0, |
| "step": 9 |
| }, |
| { |
| "entropy": 3.209045648574829, |
| "epoch": 0.02962962962962963, |
| "grad_norm": 5.016626358032227, |
| "learning_rate": 9.879879879879881e-06, |
| "loss": 0.912333607673645, |
| "mean_token_accuracy": 0.8256426826119423, |
| "num_tokens": 163840.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 3.525566816329956, |
| "epoch": 0.03259259259259259, |
| "grad_norm": 4.671548843383789, |
| "learning_rate": 9.849849849849851e-06, |
| "loss": 0.886758029460907, |
| "mean_token_accuracy": 0.8259894177317619, |
| "num_tokens": 180224.0, |
| "step": 11 |
| }, |
| { |
| "entropy": 3.328701972961426, |
| "epoch": 0.035555555555555556, |
| "grad_norm": 5.48918342590332, |
| "learning_rate": 9.81981981981982e-06, |
| "loss": 1.2401018142700195, |
| "mean_token_accuracy": 0.7638061940670013, |
| "num_tokens": 196608.0, |
| "step": 12 |
| }, |
| { |
| "entropy": 3.365691661834717, |
| "epoch": 0.03851851851851852, |
| "grad_norm": 3.175600528717041, |
| "learning_rate": 9.78978978978979e-06, |
| "loss": 0.6797101497650146, |
| "mean_token_accuracy": 0.8517325296998024, |
| "num_tokens": 212992.0, |
| "step": 13 |
| }, |
| { |
| "entropy": 3.2332957088947296, |
| "epoch": 0.04148148148148148, |
| "grad_norm": 4.001441955566406, |
| "learning_rate": 9.75975975975976e-06, |
| "loss": 0.9612078070640564, |
| "mean_token_accuracy": 0.8044033944606781, |
| "num_tokens": 229376.0, |
| "step": 14 |
| }, |
| { |
| "entropy": 3.103601574897766, |
| "epoch": 0.044444444444444446, |
| "grad_norm": 3.249359130859375, |
| "learning_rate": 9.729729729729732e-06, |
| "loss": 0.6849663257598877, |
| "mean_token_accuracy": 0.8227220624685287, |
| "num_tokens": 245760.0, |
| "step": 15 |
| }, |
| { |
| "entropy": 2.968333125114441, |
| "epoch": 0.047407407407407405, |
| "grad_norm": 3.55027174949646, |
| "learning_rate": 9.699699699699701e-06, |
| "loss": 0.840543806552887, |
| "mean_token_accuracy": 0.8257830664515495, |
| "num_tokens": 262144.0, |
| "step": 16 |
| }, |
| { |
| "entropy": 3.075542002916336, |
| "epoch": 0.05037037037037037, |
| "grad_norm": 2.2393057346343994, |
| "learning_rate": 9.669669669669671e-06, |
| "loss": 0.4668881893157959, |
| "mean_token_accuracy": 0.8647300750017166, |
| "num_tokens": 278528.0, |
| "step": 17 |
| }, |
| { |
| "entropy": 2.8269824981689453, |
| "epoch": 0.05333333333333334, |
| "grad_norm": 3.366901159286499, |
| "learning_rate": 9.63963963963964e-06, |
| "loss": 0.6040822267532349, |
| "mean_token_accuracy": 0.8704800009727478, |
| "num_tokens": 294912.0, |
| "step": 18 |
| }, |
| { |
| "entropy": 3.2838538885116577, |
| "epoch": 0.056296296296296296, |
| "grad_norm": 2.3267767429351807, |
| "learning_rate": 9.60960960960961e-06, |
| "loss": 0.515355110168457, |
| "mean_token_accuracy": 0.8790227174758911, |
| "num_tokens": 311296.0, |
| "step": 19 |
| }, |
| { |
| "entropy": 2.8646548986434937, |
| "epoch": 0.05925925925925926, |
| "grad_norm": 2.4615976810455322, |
| "learning_rate": 9.57957957957958e-06, |
| "loss": 0.46175044775009155, |
| "mean_token_accuracy": 0.8869305402040482, |
| "num_tokens": 327680.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 3.0974441468715668, |
| "epoch": 0.06222222222222222, |
| "grad_norm": 1.576017141342163, |
| "learning_rate": 9.54954954954955e-06, |
| "loss": 0.3317035734653473, |
| "mean_token_accuracy": 0.9089246764779091, |
| "num_tokens": 344064.0, |
| "step": 21 |
| }, |
| { |
| "entropy": 3.305128753185272, |
| "epoch": 0.06518518518518518, |
| "grad_norm": 2.2638797760009766, |
| "learning_rate": 9.51951951951952e-06, |
| "loss": 0.42593857645988464, |
| "mean_token_accuracy": 0.8900623396039009, |
| "num_tokens": 360448.0, |
| "step": 22 |
| }, |
| { |
| "entropy": 3.1091228127479553, |
| "epoch": 0.06814814814814815, |
| "grad_norm": 2.7307915687561035, |
| "learning_rate": 9.489489489489491e-06, |
| "loss": 0.5931733846664429, |
| "mean_token_accuracy": 0.8545943424105644, |
| "num_tokens": 376832.0, |
| "step": 23 |
| }, |
| { |
| "entropy": 3.254545032978058, |
| "epoch": 0.07111111111111111, |
| "grad_norm": 1.9047656059265137, |
| "learning_rate": 9.45945945945946e-06, |
| "loss": 0.40604934096336365, |
| "mean_token_accuracy": 0.8869926705956459, |
| "num_tokens": 393216.0, |
| "step": 24 |
| }, |
| { |
| "entropy": 3.5277936160564423, |
| "epoch": 0.07407407407407407, |
| "grad_norm": 2.0294620990753174, |
| "learning_rate": 9.42942942942943e-06, |
| "loss": 0.5543591976165771, |
| "mean_token_accuracy": 0.8743266761302948, |
| "num_tokens": 409600.0, |
| "step": 25 |
| }, |
| { |
| "entropy": 3.4342984557151794, |
| "epoch": 0.07703703703703704, |
| "grad_norm": 1.7908217906951904, |
| "learning_rate": 9.3993993993994e-06, |
| "loss": 0.42756205797195435, |
| "mean_token_accuracy": 0.8926278129220009, |
| "num_tokens": 425984.0, |
| "step": 26 |
| }, |
| { |
| "entropy": 3.2699481546878815, |
| "epoch": 0.08, |
| "grad_norm": 1.3884456157684326, |
| "learning_rate": 9.36936936936937e-06, |
| "loss": 0.2644193172454834, |
| "mean_token_accuracy": 0.9317126050591469, |
| "num_tokens": 442368.0, |
| "step": 27 |
| }, |
| { |
| "entropy": 3.277682840824127, |
| "epoch": 0.08296296296296296, |
| "grad_norm": 1.7567063570022583, |
| "learning_rate": 9.339339339339341e-06, |
| "loss": 0.37994882464408875, |
| "mean_token_accuracy": 0.9112046957015991, |
| "num_tokens": 458752.0, |
| "step": 28 |
| }, |
| { |
| "entropy": 3.319206029176712, |
| "epoch": 0.08592592592592592, |
| "grad_norm": 1.8274697065353394, |
| "learning_rate": 9.30930930930931e-06, |
| "loss": 0.42217355966567993, |
| "mean_token_accuracy": 0.8770820647478104, |
| "num_tokens": 475136.0, |
| "step": 29 |
| }, |
| { |
| "entropy": 3.1831164062023163, |
| "epoch": 0.08888888888888889, |
| "grad_norm": 1.5749222040176392, |
| "learning_rate": 9.27927927927928e-06, |
| "loss": 0.31777235865592957, |
| "mean_token_accuracy": 0.9044679179787636, |
| "num_tokens": 491520.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 3.363261044025421, |
| "epoch": 0.09185185185185185, |
| "grad_norm": 1.7027117013931274, |
| "learning_rate": 9.24924924924925e-06, |
| "loss": 0.4325081408023834, |
| "mean_token_accuracy": 0.8854201510548592, |
| "num_tokens": 507904.0, |
| "step": 31 |
| }, |
| { |
| "entropy": 3.029395565390587, |
| "epoch": 0.09481481481481481, |
| "grad_norm": 1.3480552434921265, |
| "learning_rate": 9.21921921921922e-06, |
| "loss": 0.305914968252182, |
| "mean_token_accuracy": 0.9203363656997681, |
| "num_tokens": 524288.0, |
| "step": 32 |
| }, |
| { |
| "entropy": 3.2645480632781982, |
| "epoch": 0.09777777777777778, |
| "grad_norm": 1.431160569190979, |
| "learning_rate": 9.189189189189191e-06, |
| "loss": 0.31388601660728455, |
| "mean_token_accuracy": 0.9192172512412071, |
| "num_tokens": 540672.0, |
| "step": 33 |
| }, |
| { |
| "entropy": 3.094198167324066, |
| "epoch": 0.10074074074074074, |
| "grad_norm": 1.1171891689300537, |
| "learning_rate": 9.15915915915916e-06, |
| "loss": 0.20084995031356812, |
| "mean_token_accuracy": 0.9483551234006882, |
| "num_tokens": 557056.0, |
| "step": 34 |
| }, |
| { |
| "entropy": 2.9308216273784637, |
| "epoch": 0.1037037037037037, |
| "grad_norm": 1.0611443519592285, |
| "learning_rate": 9.129129129129129e-06, |
| "loss": 0.2329464554786682, |
| "mean_token_accuracy": 0.943843275308609, |
| "num_tokens": 573440.0, |
| "step": 35 |
| }, |
| { |
| "entropy": 2.862432152032852, |
| "epoch": 0.10666666666666667, |
| "grad_norm": 1.6051803827285767, |
| "learning_rate": 9.0990990990991e-06, |
| "loss": 0.4780491888523102, |
| "mean_token_accuracy": 0.8832163512706757, |
| "num_tokens": 589824.0, |
| "step": 36 |
| }, |
| { |
| "entropy": 2.8164885342121124, |
| "epoch": 0.10962962962962963, |
| "grad_norm": 1.1160067319869995, |
| "learning_rate": 9.06906906906907e-06, |
| "loss": 0.21563442051410675, |
| "mean_token_accuracy": 0.9486184194684029, |
| "num_tokens": 606208.0, |
| "step": 37 |
| }, |
| { |
| "entropy": 2.6916711181402206, |
| "epoch": 0.11259259259259259, |
| "grad_norm": 1.0230157375335693, |
| "learning_rate": 9.03903903903904e-06, |
| "loss": 0.18906882405281067, |
| "mean_token_accuracy": 0.9485798850655556, |
| "num_tokens": 622592.0, |
| "step": 38 |
| }, |
| { |
| "entropy": 2.820018947124481, |
| "epoch": 0.11555555555555555, |
| "grad_norm": 1.1773149967193604, |
| "learning_rate": 9.00900900900901e-06, |
| "loss": 0.25656864047050476, |
| "mean_token_accuracy": 0.9308653548359871, |
| "num_tokens": 638976.0, |
| "step": 39 |
| }, |
| { |
| "entropy": 2.89467953145504, |
| "epoch": 0.11851851851851852, |
| "grad_norm": 1.4061431884765625, |
| "learning_rate": 8.97897897897898e-06, |
| "loss": 0.347366601228714, |
| "mean_token_accuracy": 0.910783052444458, |
| "num_tokens": 655360.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 2.7638043463230133, |
| "epoch": 0.12148148148148148, |
| "grad_norm": 1.164523720741272, |
| "learning_rate": 8.94894894894895e-06, |
| "loss": 0.32213348150253296, |
| "mean_token_accuracy": 0.9277858883142471, |
| "num_tokens": 671744.0, |
| "step": 41 |
| }, |
| { |
| "entropy": 2.706083133816719, |
| "epoch": 0.12444444444444444, |
| "grad_norm": 1.518288493156433, |
| "learning_rate": 8.91891891891892e-06, |
| "loss": 0.33784160017967224, |
| "mean_token_accuracy": 0.9121690541505814, |
| "num_tokens": 688128.0, |
| "step": 42 |
| }, |
| { |
| "entropy": 2.864104151725769, |
| "epoch": 0.1274074074074074, |
| "grad_norm": 1.2777132987976074, |
| "learning_rate": 8.888888888888888e-06, |
| "loss": 0.27047857642173767, |
| "mean_token_accuracy": 0.9295907989144325, |
| "num_tokens": 704512.0, |
| "step": 43 |
| }, |
| { |
| "entropy": 3.2951397001743317, |
| "epoch": 0.13037037037037036, |
| "grad_norm": 1.4618570804595947, |
| "learning_rate": 8.85885885885886e-06, |
| "loss": 0.35400456190109253, |
| "mean_token_accuracy": 0.9075571447610855, |
| "num_tokens": 720896.0, |
| "step": 44 |
| }, |
| { |
| "entropy": 2.64460352063179, |
| "epoch": 0.13333333333333333, |
| "grad_norm": 1.2006359100341797, |
| "learning_rate": 8.82882882882883e-06, |
| "loss": 0.3249610662460327, |
| "mean_token_accuracy": 0.9128459766507149, |
| "num_tokens": 737280.0, |
| "step": 45 |
| }, |
| { |
| "entropy": 2.5624406039714813, |
| "epoch": 0.1362962962962963, |
| "grad_norm": 0.9426330327987671, |
| "learning_rate": 8.798798798798799e-06, |
| "loss": 0.1744665950536728, |
| "mean_token_accuracy": 0.946782298386097, |
| "num_tokens": 753664.0, |
| "step": 46 |
| }, |
| { |
| "entropy": 3.0884713530540466, |
| "epoch": 0.13925925925925925, |
| "grad_norm": 1.4970332384109497, |
| "learning_rate": 8.768768768768769e-06, |
| "loss": 0.29483044147491455, |
| "mean_token_accuracy": 0.9224485829472542, |
| "num_tokens": 770048.0, |
| "step": 47 |
| }, |
| { |
| "entropy": 2.705291450023651, |
| "epoch": 0.14222222222222222, |
| "grad_norm": 0.8782689571380615, |
| "learning_rate": 8.738738738738739e-06, |
| "loss": 0.13383053243160248, |
| "mean_token_accuracy": 0.9630647003650665, |
| "num_tokens": 786432.0, |
| "step": 48 |
| }, |
| { |
| "entropy": 2.8029175400733948, |
| "epoch": 0.1451851851851852, |
| "grad_norm": 1.2086946964263916, |
| "learning_rate": 8.70870870870871e-06, |
| "loss": 0.26702427864074707, |
| "mean_token_accuracy": 0.9370834156870842, |
| "num_tokens": 802816.0, |
| "step": 49 |
| }, |
| { |
| "entropy": 2.710858181118965, |
| "epoch": 0.14814814814814814, |
| "grad_norm": 1.1601444482803345, |
| "learning_rate": 8.67867867867868e-06, |
| "loss": 0.3043576776981354, |
| "mean_token_accuracy": 0.9150896891951561, |
| "num_tokens": 819200.0, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.14814814814814814, |
| "eval_entropy": 2.8709708706537884, |
| "eval_loss": 0.2575305700302124, |
| "eval_mean_token_accuracy": 0.9331695469220479, |
| "eval_num_tokens": 819200.0, |
| "eval_runtime": 46.181, |
| "eval_samples_per_second": 12.992, |
| "eval_steps_per_second": 1.624, |
| "step": 50 |
| }, |
| { |
| "entropy": 2.8717176020145416, |
| "epoch": 0.1511111111111111, |
| "grad_norm": 1.1134225130081177, |
| "learning_rate": 8.64864864864865e-06, |
| "loss": 0.23674002289772034, |
| "mean_token_accuracy": 0.9364274367690086, |
| "num_tokens": 835584.0, |
| "step": 51 |
| }, |
| { |
| "entropy": 3.07846599817276, |
| "epoch": 0.15407407407407409, |
| "grad_norm": 1.212401032447815, |
| "learning_rate": 8.618618618618619e-06, |
| "loss": 0.2758175730705261, |
| "mean_token_accuracy": 0.9202386289834976, |
| "num_tokens": 851968.0, |
| "step": 52 |
| }, |
| { |
| "entropy": 2.928554356098175, |
| "epoch": 0.15703703703703703, |
| "grad_norm": 1.3330804109573364, |
| "learning_rate": 8.588588588588589e-06, |
| "loss": 0.36216461658477783, |
| "mean_token_accuracy": 0.914257138967514, |
| "num_tokens": 868352.0, |
| "step": 53 |
| }, |
| { |
| "entropy": 3.32950496673584, |
| "epoch": 0.16, |
| "grad_norm": 1.2147783041000366, |
| "learning_rate": 8.55855855855856e-06, |
| "loss": 0.28390607237815857, |
| "mean_token_accuracy": 0.9206364154815674, |
| "num_tokens": 884736.0, |
| "step": 54 |
| }, |
| { |
| "entropy": 3.175953209400177, |
| "epoch": 0.16296296296296298, |
| "grad_norm": 1.3068032264709473, |
| "learning_rate": 8.52852852852853e-06, |
| "loss": 0.23997928202152252, |
| "mean_token_accuracy": 0.944263756275177, |
| "num_tokens": 901120.0, |
| "step": 55 |
| }, |
| { |
| "entropy": 3.0237551629543304, |
| "epoch": 0.16592592592592592, |
| "grad_norm": 0.9807406067848206, |
| "learning_rate": 8.4984984984985e-06, |
| "loss": 0.22529760003089905, |
| "mean_token_accuracy": 0.9395471438765526, |
| "num_tokens": 917504.0, |
| "step": 56 |
| }, |
| { |
| "entropy": 3.324373722076416, |
| "epoch": 0.1688888888888889, |
| "grad_norm": 1.388300895690918, |
| "learning_rate": 8.46846846846847e-06, |
| "loss": 0.30894917249679565, |
| "mean_token_accuracy": 0.9203754514455795, |
| "num_tokens": 933888.0, |
| "step": 57 |
| }, |
| { |
| "entropy": 2.7935754358768463, |
| "epoch": 0.17185185185185184, |
| "grad_norm": 0.9797722697257996, |
| "learning_rate": 8.438438438438439e-06, |
| "loss": 0.24637249112129211, |
| "mean_token_accuracy": 0.9311194345355034, |
| "num_tokens": 950272.0, |
| "step": 58 |
| }, |
| { |
| "entropy": 3.1923772394657135, |
| "epoch": 0.1748148148148148, |
| "grad_norm": 1.0256638526916504, |
| "learning_rate": 8.408408408408409e-06, |
| "loss": 0.21505799889564514, |
| "mean_token_accuracy": 0.9484226405620575, |
| "num_tokens": 966656.0, |
| "step": 59 |
| }, |
| { |
| "entropy": 3.2502397298812866, |
| "epoch": 0.17777777777777778, |
| "grad_norm": 0.8857279419898987, |
| "learning_rate": 8.378378378378378e-06, |
| "loss": 0.12016204744577408, |
| "mean_token_accuracy": 0.9599257409572601, |
| "num_tokens": 983040.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 2.906019926071167, |
| "epoch": 0.18074074074074073, |
| "grad_norm": 1.305699348449707, |
| "learning_rate": 8.348348348348348e-06, |
| "loss": 0.301448792219162, |
| "mean_token_accuracy": 0.9159760102629662, |
| "num_tokens": 999424.0, |
| "step": 61 |
| }, |
| { |
| "entropy": 3.066522181034088, |
| "epoch": 0.1837037037037037, |
| "grad_norm": 1.236630916595459, |
| "learning_rate": 8.31831831831832e-06, |
| "loss": 0.31222307682037354, |
| "mean_token_accuracy": 0.9108500853180885, |
| "num_tokens": 1015808.0, |
| "step": 62 |
| }, |
| { |
| "entropy": 3.1751776039600372, |
| "epoch": 0.18666666666666668, |
| "grad_norm": 1.095410943031311, |
| "learning_rate": 8.288288288288289e-06, |
| "loss": 0.2780705988407135, |
| "mean_token_accuracy": 0.9205356687307358, |
| "num_tokens": 1032192.0, |
| "step": 63 |
| }, |
| { |
| "entropy": 3.069409281015396, |
| "epoch": 0.18962962962962962, |
| "grad_norm": 1.1574227809906006, |
| "learning_rate": 8.258258258258259e-06, |
| "loss": 0.24383366107940674, |
| "mean_token_accuracy": 0.940370611846447, |
| "num_tokens": 1048576.0, |
| "step": 64 |
| }, |
| { |
| "entropy": 3.271954983472824, |
| "epoch": 0.1925925925925926, |
| "grad_norm": 1.4608582258224487, |
| "learning_rate": 8.228228228228229e-06, |
| "loss": 0.3501364588737488, |
| "mean_token_accuracy": 0.896758683025837, |
| "num_tokens": 1064960.0, |
| "step": 65 |
| }, |
| { |
| "entropy": 3.1587420105934143, |
| "epoch": 0.19555555555555557, |
| "grad_norm": 1.1120469570159912, |
| "learning_rate": 8.198198198198198e-06, |
| "loss": 0.19030891358852386, |
| "mean_token_accuracy": 0.9521929174661636, |
| "num_tokens": 1081344.0, |
| "step": 66 |
| }, |
| { |
| "entropy": 3.175812691450119, |
| "epoch": 0.1985185185185185, |
| "grad_norm": 1.6005663871765137, |
| "learning_rate": 8.16816816816817e-06, |
| "loss": 0.373776376247406, |
| "mean_token_accuracy": 0.8996462225914001, |
| "num_tokens": 1097728.0, |
| "step": 67 |
| }, |
| { |
| "entropy": 3.047615200281143, |
| "epoch": 0.20148148148148148, |
| "grad_norm": 1.1062686443328857, |
| "learning_rate": 8.13813813813814e-06, |
| "loss": 0.20890432596206665, |
| "mean_token_accuracy": 0.9433711990714073, |
| "num_tokens": 1114112.0, |
| "step": 68 |
| }, |
| { |
| "entropy": 2.5505146980285645, |
| "epoch": 0.20444444444444446, |
| "grad_norm": 0.8427297472953796, |
| "learning_rate": 8.108108108108109e-06, |
| "loss": 0.13734661042690277, |
| "mean_token_accuracy": 0.9604312181472778, |
| "num_tokens": 1130496.0, |
| "step": 69 |
| }, |
| { |
| "entropy": 2.911862313747406, |
| "epoch": 0.2074074074074074, |
| "grad_norm": 1.2946555614471436, |
| "learning_rate": 8.078078078078079e-06, |
| "loss": 0.22861933708190918, |
| "mean_token_accuracy": 0.9296081736683846, |
| "num_tokens": 1146880.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 2.86180517077446, |
| "epoch": 0.21037037037037037, |
| "grad_norm": 1.1980105638504028, |
| "learning_rate": 8.048048048048048e-06, |
| "loss": 0.2675926685333252, |
| "mean_token_accuracy": 0.9246023669838905, |
| "num_tokens": 1163264.0, |
| "step": 71 |
| }, |
| { |
| "entropy": 3.2405199706554413, |
| "epoch": 0.21333333333333335, |
| "grad_norm": 1.065236210823059, |
| "learning_rate": 8.018018018018018e-06, |
| "loss": 0.23876021802425385, |
| "mean_token_accuracy": 0.9408073797821999, |
| "num_tokens": 1179648.0, |
| "step": 72 |
| }, |
| { |
| "entropy": 2.9095458686351776, |
| "epoch": 0.2162962962962963, |
| "grad_norm": 0.8881495594978333, |
| "learning_rate": 7.987987987987988e-06, |
| "loss": 0.18038365244865417, |
| "mean_token_accuracy": 0.9497027918696404, |
| "num_tokens": 1196032.0, |
| "step": 73 |
| }, |
| { |
| "entropy": 3.1068210899829865, |
| "epoch": 0.21925925925925926, |
| "grad_norm": 1.3357926607131958, |
| "learning_rate": 7.95795795795796e-06, |
| "loss": 0.35012519359588623, |
| "mean_token_accuracy": 0.9102579206228256, |
| "num_tokens": 1212416.0, |
| "step": 74 |
| }, |
| { |
| "entropy": 3.077962279319763, |
| "epoch": 0.2222222222222222, |
| "grad_norm": 1.329525351524353, |
| "learning_rate": 7.927927927927929e-06, |
| "loss": 0.27650079131126404, |
| "mean_token_accuracy": 0.9293218851089478, |
| "num_tokens": 1228800.0, |
| "step": 75 |
| }, |
| { |
| "entropy": 2.9894566237926483, |
| "epoch": 0.22518518518518518, |
| "grad_norm": 1.0652294158935547, |
| "learning_rate": 7.897897897897899e-06, |
| "loss": 0.23853328824043274, |
| "mean_token_accuracy": 0.9362653195858002, |
| "num_tokens": 1245184.0, |
| "step": 76 |
| }, |
| { |
| "entropy": 2.8854158222675323, |
| "epoch": 0.22814814814814816, |
| "grad_norm": 1.154850959777832, |
| "learning_rate": 7.867867867867868e-06, |
| "loss": 0.2553675174713135, |
| "mean_token_accuracy": 0.9320229142904282, |
| "num_tokens": 1261568.0, |
| "step": 77 |
| }, |
| { |
| "entropy": 3.015660434961319, |
| "epoch": 0.2311111111111111, |
| "grad_norm": 1.5270060300827026, |
| "learning_rate": 7.837837837837838e-06, |
| "loss": 0.3484768569469452, |
| "mean_token_accuracy": 0.9260349422693253, |
| "num_tokens": 1277952.0, |
| "step": 78 |
| }, |
| { |
| "entropy": 2.9225947558879852, |
| "epoch": 0.23407407407407407, |
| "grad_norm": 1.3085774183273315, |
| "learning_rate": 7.807807807807808e-06, |
| "loss": 0.2533874809741974, |
| "mean_token_accuracy": 0.9236741736531258, |
| "num_tokens": 1294336.0, |
| "step": 79 |
| }, |
| { |
| "entropy": 3.013516530394554, |
| "epoch": 0.23703703703703705, |
| "grad_norm": 1.0632835626602173, |
| "learning_rate": 7.77777777777778e-06, |
| "loss": 0.2117396742105484, |
| "mean_token_accuracy": 0.9344713315367699, |
| "num_tokens": 1310720.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 2.938462883234024, |
| "epoch": 0.24, |
| "grad_norm": 0.9691763520240784, |
| "learning_rate": 7.747747747747749e-06, |
| "loss": 0.18630896508693695, |
| "mean_token_accuracy": 0.9417071342468262, |
| "num_tokens": 1327104.0, |
| "step": 81 |
| }, |
| { |
| "entropy": 3.2490529119968414, |
| "epoch": 0.24296296296296296, |
| "grad_norm": 1.1068042516708374, |
| "learning_rate": 7.717717717717719e-06, |
| "loss": 0.1994417905807495, |
| "mean_token_accuracy": 0.9386816993355751, |
| "num_tokens": 1343488.0, |
| "step": 82 |
| }, |
| { |
| "entropy": 2.7314798682928085, |
| "epoch": 0.24592592592592594, |
| "grad_norm": 1.0012438297271729, |
| "learning_rate": 7.687687687687688e-06, |
| "loss": 0.19472742080688477, |
| "mean_token_accuracy": 0.9480613172054291, |
| "num_tokens": 1359872.0, |
| "step": 83 |
| }, |
| { |
| "entropy": 2.899082988500595, |
| "epoch": 0.24888888888888888, |
| "grad_norm": 0.9162399172782898, |
| "learning_rate": 7.657657657657658e-06, |
| "loss": 0.15804064273834229, |
| "mean_token_accuracy": 0.9564466997981071, |
| "num_tokens": 1376256.0, |
| "step": 84 |
| }, |
| { |
| "entropy": 3.07162669301033, |
| "epoch": 0.2518518518518518, |
| "grad_norm": 1.0021650791168213, |
| "learning_rate": 7.6276276276276285e-06, |
| "loss": 0.19935385882854462, |
| "mean_token_accuracy": 0.9392828047275543, |
| "num_tokens": 1392640.0, |
| "step": 85 |
| }, |
| { |
| "entropy": 3.085723578929901, |
| "epoch": 0.2548148148148148, |
| "grad_norm": 1.0430418252944946, |
| "learning_rate": 7.597597597597598e-06, |
| "loss": 0.16674907505512238, |
| "mean_token_accuracy": 0.9378847703337669, |
| "num_tokens": 1409024.0, |
| "step": 86 |
| }, |
| { |
| "entropy": 2.8088001906871796, |
| "epoch": 0.2577777777777778, |
| "grad_norm": 1.2396692037582397, |
| "learning_rate": 7.567567567567569e-06, |
| "loss": 0.2708350121974945, |
| "mean_token_accuracy": 0.9323693364858627, |
| "num_tokens": 1425408.0, |
| "step": 87 |
| }, |
| { |
| "entropy": 2.567664086818695, |
| "epoch": 0.2607407407407407, |
| "grad_norm": 0.9123518466949463, |
| "learning_rate": 7.5375375375375385e-06, |
| "loss": 0.17232848703861237, |
| "mean_token_accuracy": 0.9493565931916237, |
| "num_tokens": 1441792.0, |
| "step": 88 |
| }, |
| { |
| "entropy": 2.7368578910827637, |
| "epoch": 0.2637037037037037, |
| "grad_norm": 1.1355301141738892, |
| "learning_rate": 7.507507507507507e-06, |
| "loss": 0.203575000166893, |
| "mean_token_accuracy": 0.9447965919971466, |
| "num_tokens": 1458176.0, |
| "step": 89 |
| }, |
| { |
| "entropy": 2.9226705133914948, |
| "epoch": 0.26666666666666666, |
| "grad_norm": 0.8666026592254639, |
| "learning_rate": 7.477477477477479e-06, |
| "loss": 0.15507856011390686, |
| "mean_token_accuracy": 0.957670234143734, |
| "num_tokens": 1474560.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 3.011612117290497, |
| "epoch": 0.2696296296296296, |
| "grad_norm": 0.9835048317909241, |
| "learning_rate": 7.447447447447448e-06, |
| "loss": 0.19631719589233398, |
| "mean_token_accuracy": 0.9474716559052467, |
| "num_tokens": 1490944.0, |
| "step": 91 |
| }, |
| { |
| "entropy": 3.0336680710315704, |
| "epoch": 0.2725925925925926, |
| "grad_norm": 1.0945093631744385, |
| "learning_rate": 7.417417417417418e-06, |
| "loss": 0.18349133431911469, |
| "mean_token_accuracy": 0.9488312005996704, |
| "num_tokens": 1507328.0, |
| "step": 92 |
| }, |
| { |
| "entropy": 2.9798973202705383, |
| "epoch": 0.27555555555555555, |
| "grad_norm": 1.2349214553833008, |
| "learning_rate": 7.387387387387388e-06, |
| "loss": 0.2918708324432373, |
| "mean_token_accuracy": 0.9265884160995483, |
| "num_tokens": 1523712.0, |
| "step": 93 |
| }, |
| { |
| "entropy": 3.068564772605896, |
| "epoch": 0.2785185185185185, |
| "grad_norm": 1.2158499956130981, |
| "learning_rate": 7.3573573573573575e-06, |
| "loss": 0.2323075234889984, |
| "mean_token_accuracy": 0.9372951462864876, |
| "num_tokens": 1540096.0, |
| "step": 94 |
| }, |
| { |
| "entropy": 2.868547946214676, |
| "epoch": 0.2814814814814815, |
| "grad_norm": 0.8773489594459534, |
| "learning_rate": 7.327327327327328e-06, |
| "loss": 0.1515350490808487, |
| "mean_token_accuracy": 0.94919104129076, |
| "num_tokens": 1556480.0, |
| "step": 95 |
| }, |
| { |
| "entropy": 2.9125973880290985, |
| "epoch": 0.28444444444444444, |
| "grad_norm": 1.1339553594589233, |
| "learning_rate": 7.297297297297298e-06, |
| "loss": 0.18595059216022491, |
| "mean_token_accuracy": 0.9450299069285393, |
| "num_tokens": 1572864.0, |
| "step": 96 |
| }, |
| { |
| "entropy": 2.830490857362747, |
| "epoch": 0.2874074074074074, |
| "grad_norm": 0.8534502983093262, |
| "learning_rate": 7.267267267267268e-06, |
| "loss": 0.1191851794719696, |
| "mean_token_accuracy": 0.9684600383043289, |
| "num_tokens": 1589248.0, |
| "step": 97 |
| }, |
| { |
| "entropy": 2.8104536086320877, |
| "epoch": 0.2903703703703704, |
| "grad_norm": 1.0791709423065186, |
| "learning_rate": 7.237237237237238e-06, |
| "loss": 0.20497238636016846, |
| "mean_token_accuracy": 0.9426870495080948, |
| "num_tokens": 1605632.0, |
| "step": 98 |
| }, |
| { |
| "entropy": 2.718022584915161, |
| "epoch": 0.29333333333333333, |
| "grad_norm": 0.8226582407951355, |
| "learning_rate": 7.207207207207208e-06, |
| "loss": 0.14803673326969147, |
| "mean_token_accuracy": 0.9597157314419746, |
| "num_tokens": 1622016.0, |
| "step": 99 |
| }, |
| { |
| "entropy": 2.726251184940338, |
| "epoch": 0.2962962962962963, |
| "grad_norm": 0.8652470111846924, |
| "learning_rate": 7.177177177177178e-06, |
| "loss": 0.1922772228717804, |
| "mean_token_accuracy": 0.9483191147446632, |
| "num_tokens": 1638400.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.2962962962962963, |
| "eval_entropy": 2.9197415765126546, |
| "eval_loss": 0.20984426140785217, |
| "eval_mean_token_accuracy": 0.9438043769200642, |
| "eval_num_tokens": 1638400.0, |
| "eval_runtime": 46.0698, |
| "eval_samples_per_second": 13.024, |
| "eval_steps_per_second": 1.628, |
| "step": 100 |
| }, |
| { |
| "entropy": 2.682308256626129, |
| "epoch": 0.2992592592592593, |
| "grad_norm": 0.8887585401535034, |
| "learning_rate": 7.147147147147148e-06, |
| "loss": 0.14127542078495026, |
| "mean_token_accuracy": 0.9570844620466232, |
| "num_tokens": 1654784.0, |
| "step": 101 |
| }, |
| { |
| "entropy": 2.7055087238550186, |
| "epoch": 0.3022222222222222, |
| "grad_norm": 1.0312213897705078, |
| "learning_rate": 7.117117117117117e-06, |
| "loss": 0.18035940825939178, |
| "mean_token_accuracy": 0.9473381191492081, |
| "num_tokens": 1671168.0, |
| "step": 102 |
| }, |
| { |
| "entropy": 2.8517268896102905, |
| "epoch": 0.30518518518518517, |
| "grad_norm": 1.208492398262024, |
| "learning_rate": 7.087087087087087e-06, |
| "loss": 0.2457740157842636, |
| "mean_token_accuracy": 0.9201536476612091, |
| "num_tokens": 1687552.0, |
| "step": 103 |
| }, |
| { |
| "entropy": 3.0285078287124634, |
| "epoch": 0.30814814814814817, |
| "grad_norm": 1.3902666568756104, |
| "learning_rate": 7.057057057057057e-06, |
| "loss": 0.33393436670303345, |
| "mean_token_accuracy": 0.9189444556832314, |
| "num_tokens": 1703936.0, |
| "step": 104 |
| }, |
| { |
| "entropy": 2.8324770629405975, |
| "epoch": 0.3111111111111111, |
| "grad_norm": 0.9838982224464417, |
| "learning_rate": 7.027027027027028e-06, |
| "loss": 0.12197890132665634, |
| "mean_token_accuracy": 0.9580222964286804, |
| "num_tokens": 1720320.0, |
| "step": 105 |
| }, |
| { |
| "entropy": 2.78508061170578, |
| "epoch": 0.31407407407407406, |
| "grad_norm": 1.1180880069732666, |
| "learning_rate": 6.996996996996997e-06, |
| "loss": 0.22881369292736053, |
| "mean_token_accuracy": 0.9426014497876167, |
| "num_tokens": 1736704.0, |
| "step": 106 |
| }, |
| { |
| "entropy": 3.0421781837940216, |
| "epoch": 0.31703703703703706, |
| "grad_norm": 0.9388776421546936, |
| "learning_rate": 6.966966966966967e-06, |
| "loss": 0.1317838430404663, |
| "mean_token_accuracy": 0.9635236337780952, |
| "num_tokens": 1753088.0, |
| "step": 107 |
| }, |
| { |
| "entropy": 2.7839683145284653, |
| "epoch": 0.32, |
| "grad_norm": 0.9274376630783081, |
| "learning_rate": 6.936936936936938e-06, |
| "loss": 0.20459799468517303, |
| "mean_token_accuracy": 0.9468235448002815, |
| "num_tokens": 1769472.0, |
| "step": 108 |
| }, |
| { |
| "entropy": 3.221632182598114, |
| "epoch": 0.32296296296296295, |
| "grad_norm": 1.4066088199615479, |
| "learning_rate": 6.906906906906907e-06, |
| "loss": 0.2937573790550232, |
| "mean_token_accuracy": 0.9293190464377403, |
| "num_tokens": 1785856.0, |
| "step": 109 |
| }, |
| { |
| "entropy": 3.1568872332572937, |
| "epoch": 0.32592592592592595, |
| "grad_norm": 1.0390819311141968, |
| "learning_rate": 6.876876876876878e-06, |
| "loss": 0.2432892620563507, |
| "mean_token_accuracy": 0.9426203146576881, |
| "num_tokens": 1802240.0, |
| "step": 110 |
| }, |
| { |
| "entropy": 3.1188774406909943, |
| "epoch": 0.3288888888888889, |
| "grad_norm": 1.1714736223220825, |
| "learning_rate": 6.846846846846848e-06, |
| "loss": 0.21787814795970917, |
| "mean_token_accuracy": 0.9426657408475876, |
| "num_tokens": 1818624.0, |
| "step": 111 |
| }, |
| { |
| "entropy": 3.054466634988785, |
| "epoch": 0.33185185185185184, |
| "grad_norm": 1.0604864358901978, |
| "learning_rate": 6.816816816816817e-06, |
| "loss": 0.17631398141384125, |
| "mean_token_accuracy": 0.9548331052064896, |
| "num_tokens": 1835008.0, |
| "step": 112 |
| }, |
| { |
| "entropy": 2.9591097831726074, |
| "epoch": 0.3348148148148148, |
| "grad_norm": 1.0762364864349365, |
| "learning_rate": 6.786786786786788e-06, |
| "loss": 0.20261330902576447, |
| "mean_token_accuracy": 0.9430303275585175, |
| "num_tokens": 1851392.0, |
| "step": 113 |
| }, |
| { |
| "entropy": 2.8580664098262787, |
| "epoch": 0.3377777777777778, |
| "grad_norm": 1.0885573625564575, |
| "learning_rate": 6.7567567567567575e-06, |
| "loss": 0.2401440441608429, |
| "mean_token_accuracy": 0.9320252984762192, |
| "num_tokens": 1867776.0, |
| "step": 114 |
| }, |
| { |
| "entropy": 3.0035135447978973, |
| "epoch": 0.34074074074074073, |
| "grad_norm": 1.2362713813781738, |
| "learning_rate": 6.726726726726728e-06, |
| "loss": 0.25023746490478516, |
| "mean_token_accuracy": 0.9219900891184807, |
| "num_tokens": 1884160.0, |
| "step": 115 |
| }, |
| { |
| "entropy": 2.792519822716713, |
| "epoch": 0.3437037037037037, |
| "grad_norm": 0.8280065655708313, |
| "learning_rate": 6.696696696696697e-06, |
| "loss": 0.15134726464748383, |
| "mean_token_accuracy": 0.9595373570919037, |
| "num_tokens": 1900544.0, |
| "step": 116 |
| }, |
| { |
| "entropy": 2.9771476686000824, |
| "epoch": 0.3466666666666667, |
| "grad_norm": 1.0389312505722046, |
| "learning_rate": 6.666666666666667e-06, |
| "loss": 0.1933242678642273, |
| "mean_token_accuracy": 0.9470393136143684, |
| "num_tokens": 1916928.0, |
| "step": 117 |
| }, |
| { |
| "entropy": 2.6197174042463303, |
| "epoch": 0.3496296296296296, |
| "grad_norm": 0.9474180340766907, |
| "learning_rate": 6.636636636636637e-06, |
| "loss": 0.2134747952222824, |
| "mean_token_accuracy": 0.9342445358633995, |
| "num_tokens": 1933312.0, |
| "step": 118 |
| }, |
| { |
| "entropy": 3.18684458732605, |
| "epoch": 0.35259259259259257, |
| "grad_norm": 1.1820570230484009, |
| "learning_rate": 6.606606606606607e-06, |
| "loss": 0.2462218701839447, |
| "mean_token_accuracy": 0.9311666861176491, |
| "num_tokens": 1949696.0, |
| "step": 119 |
| }, |
| { |
| "entropy": 2.737267106771469, |
| "epoch": 0.35555555555555557, |
| "grad_norm": 0.9350874423980713, |
| "learning_rate": 6.5765765765765775e-06, |
| "loss": 0.1752600371837616, |
| "mean_token_accuracy": 0.941002868115902, |
| "num_tokens": 1966080.0, |
| "step": 120 |
| }, |
| { |
| "entropy": 3.251073867082596, |
| "epoch": 0.3585185185185185, |
| "grad_norm": 1.0711486339569092, |
| "learning_rate": 6.546546546546547e-06, |
| "loss": 0.200066477060318, |
| "mean_token_accuracy": 0.9415752366185188, |
| "num_tokens": 1982464.0, |
| "step": 121 |
| }, |
| { |
| "entropy": 2.8459617495536804, |
| "epoch": 0.36148148148148146, |
| "grad_norm": 0.9384996891021729, |
| "learning_rate": 6.516516516516517e-06, |
| "loss": 0.13886728882789612, |
| "mean_token_accuracy": 0.9644250869750977, |
| "num_tokens": 1998848.0, |
| "step": 122 |
| }, |
| { |
| "entropy": 2.9354823231697083, |
| "epoch": 0.36444444444444446, |
| "grad_norm": 0.9482925534248352, |
| "learning_rate": 6.486486486486487e-06, |
| "loss": 0.18203622102737427, |
| "mean_token_accuracy": 0.944021001458168, |
| "num_tokens": 2015232.0, |
| "step": 123 |
| }, |
| { |
| "entropy": 2.7248374968767166, |
| "epoch": 0.3674074074074074, |
| "grad_norm": 0.7138831615447998, |
| "learning_rate": 6.456456456456457e-06, |
| "loss": 0.12275013327598572, |
| "mean_token_accuracy": 0.9598664492368698, |
| "num_tokens": 2031616.0, |
| "step": 124 |
| }, |
| { |
| "entropy": 2.5504330098629, |
| "epoch": 0.37037037037037035, |
| "grad_norm": 0.7979923486709595, |
| "learning_rate": 6.426426426426427e-06, |
| "loss": 0.1486181914806366, |
| "mean_token_accuracy": 0.9559812396764755, |
| "num_tokens": 2048000.0, |
| "step": 125 |
| }, |
| { |
| "entropy": 2.960262417793274, |
| "epoch": 0.37333333333333335, |
| "grad_norm": 0.9023007750511169, |
| "learning_rate": 6.396396396396397e-06, |
| "loss": 0.14857268333435059, |
| "mean_token_accuracy": 0.9502998143434525, |
| "num_tokens": 2064384.0, |
| "step": 126 |
| }, |
| { |
| "entropy": 3.066712349653244, |
| "epoch": 0.3762962962962963, |
| "grad_norm": 1.2226768732070923, |
| "learning_rate": 6.366366366366366e-06, |
| "loss": 0.22188934683799744, |
| "mean_token_accuracy": 0.9333562925457954, |
| "num_tokens": 2080768.0, |
| "step": 127 |
| }, |
| { |
| "entropy": 2.8543275594711304, |
| "epoch": 0.37925925925925924, |
| "grad_norm": 1.0072193145751953, |
| "learning_rate": 6.336336336336338e-06, |
| "loss": 0.16556726396083832, |
| "mean_token_accuracy": 0.9592267498373985, |
| "num_tokens": 2097152.0, |
| "step": 128 |
| }, |
| { |
| "entropy": 2.787966251373291, |
| "epoch": 0.38222222222222224, |
| "grad_norm": 0.9507020711898804, |
| "learning_rate": 6.3063063063063065e-06, |
| "loss": 0.2076268494129181, |
| "mean_token_accuracy": 0.9394065663218498, |
| "num_tokens": 2113536.0, |
| "step": 129 |
| }, |
| { |
| "entropy": 3.078700691461563, |
| "epoch": 0.3851851851851852, |
| "grad_norm": 1.1816531419754028, |
| "learning_rate": 6.276276276276276e-06, |
| "loss": 0.2084028422832489, |
| "mean_token_accuracy": 0.9474279880523682, |
| "num_tokens": 2129920.0, |
| "step": 130 |
| }, |
| { |
| "entropy": 2.738174542784691, |
| "epoch": 0.38814814814814813, |
| "grad_norm": 1.0200042724609375, |
| "learning_rate": 6.246246246246247e-06, |
| "loss": 0.2508554458618164, |
| "mean_token_accuracy": 0.9188810512423515, |
| "num_tokens": 2146304.0, |
| "step": 131 |
| }, |
| { |
| "entropy": 2.9517208635807037, |
| "epoch": 0.39111111111111113, |
| "grad_norm": 1.1556061506271362, |
| "learning_rate": 6.2162162162162164e-06, |
| "loss": 0.203628271818161, |
| "mean_token_accuracy": 0.9529605433344841, |
| "num_tokens": 2162688.0, |
| "step": 132 |
| }, |
| { |
| "entropy": 2.6178929209709167, |
| "epoch": 0.3940740740740741, |
| "grad_norm": 0.8564301133155823, |
| "learning_rate": 6.186186186186187e-06, |
| "loss": 0.15471211075782776, |
| "mean_token_accuracy": 0.9534137547016144, |
| "num_tokens": 2179072.0, |
| "step": 133 |
| }, |
| { |
| "entropy": 3.0443992614746094, |
| "epoch": 0.397037037037037, |
| "grad_norm": 1.066476583480835, |
| "learning_rate": 6.156156156156157e-06, |
| "loss": 0.18798089027404785, |
| "mean_token_accuracy": 0.9450087919831276, |
| "num_tokens": 2195456.0, |
| "step": 134 |
| }, |
| { |
| "entropy": 2.85013285279274, |
| "epoch": 0.4, |
| "grad_norm": 1.095873236656189, |
| "learning_rate": 6.126126126126126e-06, |
| "loss": 0.21489809453487396, |
| "mean_token_accuracy": 0.9296712279319763, |
| "num_tokens": 2211840.0, |
| "step": 135 |
| }, |
| { |
| "entropy": 2.9270103573799133, |
| "epoch": 0.40296296296296297, |
| "grad_norm": 0.9951763153076172, |
| "learning_rate": 6.096096096096097e-06, |
| "loss": 0.18810951709747314, |
| "mean_token_accuracy": 0.9445398077368736, |
| "num_tokens": 2228224.0, |
| "step": 136 |
| }, |
| { |
| "entropy": 2.7944080233573914, |
| "epoch": 0.4059259259259259, |
| "grad_norm": 1.0390986204147339, |
| "learning_rate": 6.066066066066067e-06, |
| "loss": 0.18749360740184784, |
| "mean_token_accuracy": 0.952758900821209, |
| "num_tokens": 2244608.0, |
| "step": 137 |
| }, |
| { |
| "entropy": 3.1080731749534607, |
| "epoch": 0.4088888888888889, |
| "grad_norm": 1.1147621870040894, |
| "learning_rate": 6.036036036036037e-06, |
| "loss": 0.1984114646911621, |
| "mean_token_accuracy": 0.9459464251995087, |
| "num_tokens": 2260992.0, |
| "step": 138 |
| }, |
| { |
| "entropy": 2.874028980731964, |
| "epoch": 0.41185185185185186, |
| "grad_norm": 1.1710313558578491, |
| "learning_rate": 6.006006006006007e-06, |
| "loss": 0.2441575825214386, |
| "mean_token_accuracy": 0.9331995025277138, |
| "num_tokens": 2277376.0, |
| "step": 139 |
| }, |
| { |
| "entropy": 2.7302171885967255, |
| "epoch": 0.4148148148148148, |
| "grad_norm": 0.9056249260902405, |
| "learning_rate": 5.975975975975976e-06, |
| "loss": 0.15125545859336853, |
| "mean_token_accuracy": 0.959392860531807, |
| "num_tokens": 2293760.0, |
| "step": 140 |
| }, |
| { |
| "entropy": 2.8780124485492706, |
| "epoch": 0.4177777777777778, |
| "grad_norm": 0.9433802366256714, |
| "learning_rate": 5.945945945945947e-06, |
| "loss": 0.14991971850395203, |
| "mean_token_accuracy": 0.9578480198979378, |
| "num_tokens": 2310144.0, |
| "step": 141 |
| }, |
| { |
| "entropy": 2.8998009264469147, |
| "epoch": 0.42074074074074075, |
| "grad_norm": 1.197164535522461, |
| "learning_rate": 5.915915915915916e-06, |
| "loss": 0.24937231838703156, |
| "mean_token_accuracy": 0.9226873740553856, |
| "num_tokens": 2326528.0, |
| "step": 142 |
| }, |
| { |
| "entropy": 2.951385796070099, |
| "epoch": 0.4237037037037037, |
| "grad_norm": 0.9769899249076843, |
| "learning_rate": 5.885885885885886e-06, |
| "loss": 0.14887379109859467, |
| "mean_token_accuracy": 0.9541207551956177, |
| "num_tokens": 2342912.0, |
| "step": 143 |
| }, |
| { |
| "entropy": 2.766965001821518, |
| "epoch": 0.4266666666666667, |
| "grad_norm": 1.288712739944458, |
| "learning_rate": 5.855855855855856e-06, |
| "loss": 0.2876666784286499, |
| "mean_token_accuracy": 0.9222293272614479, |
| "num_tokens": 2359296.0, |
| "step": 144 |
| }, |
| { |
| "entropy": 2.9683837443590164, |
| "epoch": 0.42962962962962964, |
| "grad_norm": 1.2986119985580444, |
| "learning_rate": 5.825825825825826e-06, |
| "loss": 0.2985563278198242, |
| "mean_token_accuracy": 0.9242896735668182, |
| "num_tokens": 2375680.0, |
| "step": 145 |
| }, |
| { |
| "entropy": 2.5206188559532166, |
| "epoch": 0.4325925925925926, |
| "grad_norm": 0.7270355224609375, |
| "learning_rate": 5.7957957957957965e-06, |
| "loss": 0.09969068318605423, |
| "mean_token_accuracy": 0.9722582995891571, |
| "num_tokens": 2392064.0, |
| "step": 146 |
| }, |
| { |
| "entropy": 2.7732113003730774, |
| "epoch": 0.43555555555555553, |
| "grad_norm": 1.0483299493789673, |
| "learning_rate": 5.765765765765766e-06, |
| "loss": 0.2085704654455185, |
| "mean_token_accuracy": 0.9264028370380402, |
| "num_tokens": 2408448.0, |
| "step": 147 |
| }, |
| { |
| "entropy": 2.611909866333008, |
| "epoch": 0.43851851851851853, |
| "grad_norm": 0.9123360514640808, |
| "learning_rate": 5.735735735735736e-06, |
| "loss": 0.18682576715946198, |
| "mean_token_accuracy": 0.94195157289505, |
| "num_tokens": 2424832.0, |
| "step": 148 |
| }, |
| { |
| "entropy": 2.851868659257889, |
| "epoch": 0.4414814814814815, |
| "grad_norm": 0.8913617730140686, |
| "learning_rate": 5.7057057057057065e-06, |
| "loss": 0.15075425803661346, |
| "mean_token_accuracy": 0.9590912833809853, |
| "num_tokens": 2441216.0, |
| "step": 149 |
| }, |
| { |
| "entropy": 2.83494171500206, |
| "epoch": 0.4444444444444444, |
| "grad_norm": 0.9222665429115295, |
| "learning_rate": 5.675675675675676e-06, |
| "loss": 0.13384118676185608, |
| "mean_token_accuracy": 0.958981528878212, |
| "num_tokens": 2457600.0, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.4444444444444444, |
| "eval_entropy": 2.8018603912989297, |
| "eval_loss": 0.19661802053451538, |
| "eval_mean_token_accuracy": 0.9459546693166097, |
| "eval_num_tokens": 2457600.0, |
| "eval_runtime": 46.0405, |
| "eval_samples_per_second": 13.032, |
| "eval_steps_per_second": 1.629, |
| "step": 150 |
| }, |
| { |
| "entropy": 2.8351137042045593, |
| "epoch": 0.4474074074074074, |
| "grad_norm": 0.99371737241745, |
| "learning_rate": 5.645645645645647e-06, |
| "loss": 0.16289640963077545, |
| "mean_token_accuracy": 0.9574097767472267, |
| "num_tokens": 2473984.0, |
| "step": 151 |
| }, |
| { |
| "entropy": 2.9848466515541077, |
| "epoch": 0.45037037037037037, |
| "grad_norm": 1.0490005016326904, |
| "learning_rate": 5.615615615615616e-06, |
| "loss": 0.1935531347990036, |
| "mean_token_accuracy": 0.9483331888914108, |
| "num_tokens": 2490368.0, |
| "step": 152 |
| }, |
| { |
| "entropy": 2.6824145317077637, |
| "epoch": 0.4533333333333333, |
| "grad_norm": 0.9250248074531555, |
| "learning_rate": 5.585585585585585e-06, |
| "loss": 0.15339694917201996, |
| "mean_token_accuracy": 0.9620754644274712, |
| "num_tokens": 2506752.0, |
| "step": 153 |
| }, |
| { |
| "entropy": 2.6512254178524017, |
| "epoch": 0.4562962962962963, |
| "grad_norm": 0.7534433007240295, |
| "learning_rate": 5.555555555555557e-06, |
| "loss": 0.10185273736715317, |
| "mean_token_accuracy": 0.9696594327688217, |
| "num_tokens": 2523136.0, |
| "step": 154 |
| }, |
| { |
| "entropy": 2.948331445455551, |
| "epoch": 0.45925925925925926, |
| "grad_norm": 1.1155580282211304, |
| "learning_rate": 5.5255255255255255e-06, |
| "loss": 0.19951286911964417, |
| "mean_token_accuracy": 0.9360602721571922, |
| "num_tokens": 2539520.0, |
| "step": 155 |
| }, |
| { |
| "entropy": 3.118526369333267, |
| "epoch": 0.4622222222222222, |
| "grad_norm": 1.1425875425338745, |
| "learning_rate": 5.495495495495496e-06, |
| "loss": 0.1999339461326599, |
| "mean_token_accuracy": 0.9489343166351318, |
| "num_tokens": 2555904.0, |
| "step": 156 |
| }, |
| { |
| "entropy": 2.866454780101776, |
| "epoch": 0.4651851851851852, |
| "grad_norm": 1.0070029497146606, |
| "learning_rate": 5.465465465465466e-06, |
| "loss": 0.1702185422182083, |
| "mean_token_accuracy": 0.9476803690195084, |
| "num_tokens": 2572288.0, |
| "step": 157 |
| }, |
| { |
| "entropy": 2.8745312988758087, |
| "epoch": 0.46814814814814815, |
| "grad_norm": 1.107635498046875, |
| "learning_rate": 5.4354354354354355e-06, |
| "loss": 0.21794094145298004, |
| "mean_token_accuracy": 0.9443532079458237, |
| "num_tokens": 2588672.0, |
| "step": 158 |
| }, |
| { |
| "entropy": 2.971309572458267, |
| "epoch": 0.4711111111111111, |
| "grad_norm": 0.7945137023925781, |
| "learning_rate": 5.405405405405406e-06, |
| "loss": 0.12246584892272949, |
| "mean_token_accuracy": 0.9603362455964088, |
| "num_tokens": 2605056.0, |
| "step": 159 |
| }, |
| { |
| "entropy": 3.0638364255428314, |
| "epoch": 0.4740740740740741, |
| "grad_norm": 1.3628849983215332, |
| "learning_rate": 5.375375375375376e-06, |
| "loss": 0.303911417722702, |
| "mean_token_accuracy": 0.9074493572115898, |
| "num_tokens": 2621440.0, |
| "step": 160 |
| }, |
| { |
| "entropy": 2.7165317684412003, |
| "epoch": 0.47703703703703704, |
| "grad_norm": 0.9763112664222717, |
| "learning_rate": 5.345345345345346e-06, |
| "loss": 0.20524877309799194, |
| "mean_token_accuracy": 0.9534239247441292, |
| "num_tokens": 2637824.0, |
| "step": 161 |
| }, |
| { |
| "entropy": 2.697300225496292, |
| "epoch": 0.48, |
| "grad_norm": 0.9978896379470825, |
| "learning_rate": 5.315315315315316e-06, |
| "loss": 0.15991677343845367, |
| "mean_token_accuracy": 0.9553363919258118, |
| "num_tokens": 2654208.0, |
| "step": 162 |
| }, |
| { |
| "entropy": 3.078951895236969, |
| "epoch": 0.482962962962963, |
| "grad_norm": 1.002069115638733, |
| "learning_rate": 5.285285285285286e-06, |
| "loss": 0.1946626603603363, |
| "mean_token_accuracy": 0.9440996497869492, |
| "num_tokens": 2670592.0, |
| "step": 163 |
| }, |
| { |
| "entropy": 3.1597962975502014, |
| "epoch": 0.48592592592592593, |
| "grad_norm": 1.2001583576202393, |
| "learning_rate": 5.255255255255256e-06, |
| "loss": 0.2090940624475479, |
| "mean_token_accuracy": 0.9325530007481575, |
| "num_tokens": 2686976.0, |
| "step": 164 |
| }, |
| { |
| "entropy": 3.025523602962494, |
| "epoch": 0.4888888888888889, |
| "grad_norm": 0.8787401914596558, |
| "learning_rate": 5.225225225225226e-06, |
| "loss": 0.12661801278591156, |
| "mean_token_accuracy": 0.9651984125375748, |
| "num_tokens": 2703360.0, |
| "step": 165 |
| }, |
| { |
| "entropy": 3.077287882566452, |
| "epoch": 0.4918518518518519, |
| "grad_norm": 1.0118409395217896, |
| "learning_rate": 5.195195195195195e-06, |
| "loss": 0.1550823152065277, |
| "mean_token_accuracy": 0.9478819221258163, |
| "num_tokens": 2719744.0, |
| "step": 166 |
| }, |
| { |
| "entropy": 2.828215479850769, |
| "epoch": 0.4948148148148148, |
| "grad_norm": 0.9409404397010803, |
| "learning_rate": 5.165165165165165e-06, |
| "loss": 0.15371187031269073, |
| "mean_token_accuracy": 0.9487152621150017, |
| "num_tokens": 2736128.0, |
| "step": 167 |
| }, |
| { |
| "entropy": 2.451965168118477, |
| "epoch": 0.49777777777777776, |
| "grad_norm": 0.6742821931838989, |
| "learning_rate": 5.135135135135135e-06, |
| "loss": 0.08776291459798813, |
| "mean_token_accuracy": 0.9738249182701111, |
| "num_tokens": 2752512.0, |
| "step": 168 |
| }, |
| { |
| "entropy": 3.0690193474292755, |
| "epoch": 0.5007407407407407, |
| "grad_norm": 0.8734592199325562, |
| "learning_rate": 5.105105105105106e-06, |
| "loss": 0.11133302748203278, |
| "mean_token_accuracy": 0.9670532643795013, |
| "num_tokens": 2768896.0, |
| "step": 169 |
| }, |
| { |
| "entropy": 2.7598538994789124, |
| "epoch": 0.5037037037037037, |
| "grad_norm": 1.0697872638702393, |
| "learning_rate": 5.075075075075075e-06, |
| "loss": 0.20876695215702057, |
| "mean_token_accuracy": 0.9453472048044205, |
| "num_tokens": 2785280.0, |
| "step": 170 |
| }, |
| { |
| "entropy": 3.2945614755153656, |
| "epoch": 0.5066666666666667, |
| "grad_norm": 1.2122254371643066, |
| "learning_rate": 5.045045045045045e-06, |
| "loss": 0.21309486031532288, |
| "mean_token_accuracy": 0.9333294779062271, |
| "num_tokens": 2801664.0, |
| "step": 171 |
| }, |
| { |
| "entropy": 3.102342188358307, |
| "epoch": 0.5096296296296297, |
| "grad_norm": 1.2963942289352417, |
| "learning_rate": 5.0150150150150156e-06, |
| "loss": 0.22489085793495178, |
| "mean_token_accuracy": 0.9435132145881653, |
| "num_tokens": 2818048.0, |
| "step": 172 |
| }, |
| { |
| "entropy": 3.4107375741004944, |
| "epoch": 0.5125925925925926, |
| "grad_norm": 1.265325903892517, |
| "learning_rate": 4.984984984984985e-06, |
| "loss": 0.30620458722114563, |
| "mean_token_accuracy": 0.9148801937699318, |
| "num_tokens": 2834432.0, |
| "step": 173 |
| }, |
| { |
| "entropy": 2.9490450620651245, |
| "epoch": 0.5155555555555555, |
| "grad_norm": 1.1190979480743408, |
| "learning_rate": 4.954954954954955e-06, |
| "loss": 0.16873480379581451, |
| "mean_token_accuracy": 0.9528811648488045, |
| "num_tokens": 2850816.0, |
| "step": 174 |
| }, |
| { |
| "entropy": 2.8443517684936523, |
| "epoch": 0.5185185185185185, |
| "grad_norm": 0.9175981879234314, |
| "learning_rate": 4.9249249249249255e-06, |
| "loss": 0.17586427927017212, |
| "mean_token_accuracy": 0.9409847855567932, |
| "num_tokens": 2867200.0, |
| "step": 175 |
| }, |
| { |
| "entropy": 2.656998038291931, |
| "epoch": 0.5214814814814814, |
| "grad_norm": 0.9134055972099304, |
| "learning_rate": 4.894894894894895e-06, |
| "loss": 0.1511061191558838, |
| "mean_token_accuracy": 0.9635813310742378, |
| "num_tokens": 2883584.0, |
| "step": 176 |
| }, |
| { |
| "entropy": 2.8948962688446045, |
| "epoch": 0.5244444444444445, |
| "grad_norm": 0.9751296043395996, |
| "learning_rate": 4.864864864864866e-06, |
| "loss": 0.13517218828201294, |
| "mean_token_accuracy": 0.9621190130710602, |
| "num_tokens": 2899968.0, |
| "step": 177 |
| }, |
| { |
| "entropy": 2.9210911095142365, |
| "epoch": 0.5274074074074074, |
| "grad_norm": 0.9840187430381775, |
| "learning_rate": 4.8348348348348355e-06, |
| "loss": 0.18799883127212524, |
| "mean_token_accuracy": 0.9483400359749794, |
| "num_tokens": 2916352.0, |
| "step": 178 |
| }, |
| { |
| "entropy": 2.669636607170105, |
| "epoch": 0.5303703703703704, |
| "grad_norm": 0.9172318577766418, |
| "learning_rate": 4.804804804804805e-06, |
| "loss": 0.1985693871974945, |
| "mean_token_accuracy": 0.944894015789032, |
| "num_tokens": 2932736.0, |
| "step": 179 |
| }, |
| { |
| "entropy": 3.374725103378296, |
| "epoch": 0.5333333333333333, |
| "grad_norm": 1.4646100997924805, |
| "learning_rate": 4.774774774774775e-06, |
| "loss": 0.2822015881538391, |
| "mean_token_accuracy": 0.9252517595887184, |
| "num_tokens": 2949120.0, |
| "step": 180 |
| }, |
| { |
| "entropy": 2.7206821590662003, |
| "epoch": 0.5362962962962963, |
| "grad_norm": 0.7133533954620361, |
| "learning_rate": 4.7447447447447454e-06, |
| "loss": 0.10333085060119629, |
| "mean_token_accuracy": 0.9712485820055008, |
| "num_tokens": 2965504.0, |
| "step": 181 |
| }, |
| { |
| "entropy": 2.6812227815389633, |
| "epoch": 0.5392592592592592, |
| "grad_norm": 0.969178318977356, |
| "learning_rate": 4.714714714714715e-06, |
| "loss": 0.1855068802833557, |
| "mean_token_accuracy": 0.9543507844209671, |
| "num_tokens": 2981888.0, |
| "step": 182 |
| }, |
| { |
| "entropy": 3.1652239859104156, |
| "epoch": 0.5422222222222223, |
| "grad_norm": 1.1464864015579224, |
| "learning_rate": 4.684684684684685e-06, |
| "loss": 0.10449449717998505, |
| "mean_token_accuracy": 0.9613668546080589, |
| "num_tokens": 2998272.0, |
| "step": 183 |
| }, |
| { |
| "entropy": 3.170502334833145, |
| "epoch": 0.5451851851851852, |
| "grad_norm": 1.2865345478057861, |
| "learning_rate": 4.654654654654655e-06, |
| "loss": 0.300717830657959, |
| "mean_token_accuracy": 0.9175125136971474, |
| "num_tokens": 3014656.0, |
| "step": 184 |
| }, |
| { |
| "entropy": 2.9928721487522125, |
| "epoch": 0.5481481481481482, |
| "grad_norm": 0.9857022762298584, |
| "learning_rate": 4.624624624624625e-06, |
| "loss": 0.1558627486228943, |
| "mean_token_accuracy": 0.9588551372289658, |
| "num_tokens": 3031040.0, |
| "step": 185 |
| }, |
| { |
| "entropy": 2.838076591491699, |
| "epoch": 0.5511111111111111, |
| "grad_norm": 0.6746611595153809, |
| "learning_rate": 4.594594594594596e-06, |
| "loss": 0.07870074361562729, |
| "mean_token_accuracy": 0.9770568087697029, |
| "num_tokens": 3047424.0, |
| "step": 186 |
| }, |
| { |
| "entropy": 2.83999440073967, |
| "epoch": 0.554074074074074, |
| "grad_norm": 0.8938256502151489, |
| "learning_rate": 4.5645645645645645e-06, |
| "loss": 0.14536425471305847, |
| "mean_token_accuracy": 0.9508580788969994, |
| "num_tokens": 3063808.0, |
| "step": 187 |
| }, |
| { |
| "entropy": 2.8258763253688812, |
| "epoch": 0.557037037037037, |
| "grad_norm": 1.0617492198944092, |
| "learning_rate": 4.534534534534535e-06, |
| "loss": 0.1897096037864685, |
| "mean_token_accuracy": 0.9497568681836128, |
| "num_tokens": 3080192.0, |
| "step": 188 |
| }, |
| { |
| "entropy": 3.0183293521404266, |
| "epoch": 0.56, |
| "grad_norm": 1.0675630569458008, |
| "learning_rate": 4.504504504504505e-06, |
| "loss": 0.21500572562217712, |
| "mean_token_accuracy": 0.9347843676805496, |
| "num_tokens": 3096576.0, |
| "step": 189 |
| }, |
| { |
| "entropy": 2.857665240764618, |
| "epoch": 0.562962962962963, |
| "grad_norm": 0.9390116930007935, |
| "learning_rate": 4.474474474474475e-06, |
| "loss": 0.15814648568630219, |
| "mean_token_accuracy": 0.9588152691721916, |
| "num_tokens": 3112960.0, |
| "step": 190 |
| }, |
| { |
| "entropy": 2.9760123789310455, |
| "epoch": 0.5659259259259259, |
| "grad_norm": 0.6752185821533203, |
| "learning_rate": 4.444444444444444e-06, |
| "loss": 0.08213961869478226, |
| "mean_token_accuracy": 0.9749421551823616, |
| "num_tokens": 3129344.0, |
| "step": 191 |
| }, |
| { |
| "entropy": 3.3175204694271088, |
| "epoch": 0.5688888888888889, |
| "grad_norm": 1.3816381692886353, |
| "learning_rate": 4.414414414414415e-06, |
| "loss": 0.20562152564525604, |
| "mean_token_accuracy": 0.9325385615229607, |
| "num_tokens": 3145728.0, |
| "step": 192 |
| }, |
| { |
| "entropy": 3.2857537269592285, |
| "epoch": 0.5718518518518518, |
| "grad_norm": 1.4988305568695068, |
| "learning_rate": 4.384384384384384e-06, |
| "loss": 0.29960426688194275, |
| "mean_token_accuracy": 0.911498174071312, |
| "num_tokens": 3162112.0, |
| "step": 193 |
| }, |
| { |
| "entropy": 2.84012833237648, |
| "epoch": 0.5748148148148148, |
| "grad_norm": 1.0266245603561401, |
| "learning_rate": 4.354354354354355e-06, |
| "loss": 0.1969761699438095, |
| "mean_token_accuracy": 0.9453105926513672, |
| "num_tokens": 3178496.0, |
| "step": 194 |
| }, |
| { |
| "entropy": 2.562734991312027, |
| "epoch": 0.5777777777777777, |
| "grad_norm": 0.8547648787498474, |
| "learning_rate": 4.324324324324325e-06, |
| "loss": 0.13799740374088287, |
| "mean_token_accuracy": 0.9638612940907478, |
| "num_tokens": 3194880.0, |
| "step": 195 |
| }, |
| { |
| "entropy": 3.051138758659363, |
| "epoch": 0.5807407407407408, |
| "grad_norm": 1.0234289169311523, |
| "learning_rate": 4.294294294294294e-06, |
| "loss": 0.19907894730567932, |
| "mean_token_accuracy": 0.9392252638936043, |
| "num_tokens": 3211264.0, |
| "step": 196 |
| }, |
| { |
| "entropy": 2.978795439004898, |
| "epoch": 0.5837037037037037, |
| "grad_norm": 1.147609829902649, |
| "learning_rate": 4.264264264264265e-06, |
| "loss": 0.1958506554365158, |
| "mean_token_accuracy": 0.9412998706102371, |
| "num_tokens": 3227648.0, |
| "step": 197 |
| }, |
| { |
| "entropy": 2.717726945877075, |
| "epoch": 0.5866666666666667, |
| "grad_norm": 1.1399898529052734, |
| "learning_rate": 4.234234234234235e-06, |
| "loss": 0.17526914179325104, |
| "mean_token_accuracy": 0.9513465017080307, |
| "num_tokens": 3244032.0, |
| "step": 198 |
| }, |
| { |
| "entropy": 2.735936999320984, |
| "epoch": 0.5896296296296296, |
| "grad_norm": 0.9563067555427551, |
| "learning_rate": 4.204204204204204e-06, |
| "loss": 0.16168488562107086, |
| "mean_token_accuracy": 0.9503465443849564, |
| "num_tokens": 3260416.0, |
| "step": 199 |
| }, |
| { |
| "entropy": 2.786933973431587, |
| "epoch": 0.5925925925925926, |
| "grad_norm": 1.2610732316970825, |
| "learning_rate": 4.174174174174174e-06, |
| "loss": 0.20555342733860016, |
| "mean_token_accuracy": 0.9323367550969124, |
| "num_tokens": 3276800.0, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.5925925925925926, |
| "eval_entropy": 2.843206590016683, |
| "eval_loss": 0.18811877071857452, |
| "eval_mean_token_accuracy": 0.9479140742619833, |
| "eval_num_tokens": 3276800.0, |
| "eval_runtime": 46.0589, |
| "eval_samples_per_second": 13.027, |
| "eval_steps_per_second": 1.628, |
| "step": 200 |
| }, |
| { |
| "entropy": 2.8376754820346832, |
| "epoch": 0.5955555555555555, |
| "grad_norm": 1.1410433053970337, |
| "learning_rate": 4.1441441441441446e-06, |
| "loss": 0.2528444230556488, |
| "mean_token_accuracy": 0.9285106882452965, |
| "num_tokens": 3293184.0, |
| "step": 201 |
| }, |
| { |
| "entropy": 2.8771266043186188, |
| "epoch": 0.5985185185185186, |
| "grad_norm": 0.9486339688301086, |
| "learning_rate": 4.114114114114114e-06, |
| "loss": 0.17324446141719818, |
| "mean_token_accuracy": 0.9460131004452705, |
| "num_tokens": 3309568.0, |
| "step": 202 |
| }, |
| { |
| "entropy": 2.6368781328201294, |
| "epoch": 0.6014814814814815, |
| "grad_norm": 1.042582392692566, |
| "learning_rate": 4.084084084084085e-06, |
| "loss": 0.19229085743427277, |
| "mean_token_accuracy": 0.9515736997127533, |
| "num_tokens": 3325952.0, |
| "step": 203 |
| }, |
| { |
| "entropy": 3.000798851251602, |
| "epoch": 0.6044444444444445, |
| "grad_norm": 1.2937592267990112, |
| "learning_rate": 4.0540540540540545e-06, |
| "loss": 0.30858540534973145, |
| "mean_token_accuracy": 0.9139964729547501, |
| "num_tokens": 3342336.0, |
| "step": 204 |
| }, |
| { |
| "entropy": 2.483848661184311, |
| "epoch": 0.6074074074074074, |
| "grad_norm": 0.8479737639427185, |
| "learning_rate": 4.024024024024024e-06, |
| "loss": 0.1725257933139801, |
| "mean_token_accuracy": 0.9434438943862915, |
| "num_tokens": 3358720.0, |
| "step": 205 |
| }, |
| { |
| "entropy": 2.5683358758687973, |
| "epoch": 0.6103703703703703, |
| "grad_norm": 0.9113346338272095, |
| "learning_rate": 3.993993993993994e-06, |
| "loss": 0.1125510185956955, |
| "mean_token_accuracy": 0.9675316885113716, |
| "num_tokens": 3375104.0, |
| "step": 206 |
| }, |
| { |
| "entropy": 2.908651977777481, |
| "epoch": 0.6133333333333333, |
| "grad_norm": 1.0864291191101074, |
| "learning_rate": 3.9639639639639645e-06, |
| "loss": 0.23676928877830505, |
| "mean_token_accuracy": 0.9158507436513901, |
| "num_tokens": 3391488.0, |
| "step": 207 |
| }, |
| { |
| "entropy": 3.02653369307518, |
| "epoch": 0.6162962962962963, |
| "grad_norm": 1.1199774742126465, |
| "learning_rate": 3.933933933933934e-06, |
| "loss": 0.25189208984375, |
| "mean_token_accuracy": 0.9315646514296532, |
| "num_tokens": 3407872.0, |
| "step": 208 |
| }, |
| { |
| "entropy": 2.872484266757965, |
| "epoch": 0.6192592592592593, |
| "grad_norm": 1.0150285959243774, |
| "learning_rate": 3.903903903903904e-06, |
| "loss": 0.21484199166297913, |
| "mean_token_accuracy": 0.9420194998383522, |
| "num_tokens": 3424256.0, |
| "step": 209 |
| }, |
| { |
| "entropy": 3.188303828239441, |
| "epoch": 0.6222222222222222, |
| "grad_norm": 0.966525137424469, |
| "learning_rate": 3.8738738738738744e-06, |
| "loss": 0.1408887803554535, |
| "mean_token_accuracy": 0.9526339918375015, |
| "num_tokens": 3440640.0, |
| "step": 210 |
| }, |
| { |
| "entropy": 2.522002376616001, |
| "epoch": 0.6251851851851852, |
| "grad_norm": 1.1654863357543945, |
| "learning_rate": 3.843843843843844e-06, |
| "loss": 0.15462645888328552, |
| "mean_token_accuracy": 0.9606514051556587, |
| "num_tokens": 3457024.0, |
| "step": 211 |
| }, |
| { |
| "entropy": 3.116719514131546, |
| "epoch": 0.6281481481481481, |
| "grad_norm": 1.0795726776123047, |
| "learning_rate": 3.8138138138138143e-06, |
| "loss": 0.17554046213626862, |
| "mean_token_accuracy": 0.9533887356519699, |
| "num_tokens": 3473408.0, |
| "step": 212 |
| }, |
| { |
| "entropy": 3.040469765663147, |
| "epoch": 0.6311111111111111, |
| "grad_norm": 1.3026610612869263, |
| "learning_rate": 3.7837837837837844e-06, |
| "loss": 0.2474716305732727, |
| "mean_token_accuracy": 0.9333793073892593, |
| "num_tokens": 3489792.0, |
| "step": 213 |
| }, |
| { |
| "entropy": 3.274827539920807, |
| "epoch": 0.6340740740740741, |
| "grad_norm": 1.3957505226135254, |
| "learning_rate": 3.7537537537537537e-06, |
| "loss": 0.24205292761325836, |
| "mean_token_accuracy": 0.9245704934000969, |
| "num_tokens": 3506176.0, |
| "step": 214 |
| }, |
| { |
| "entropy": 3.178326040506363, |
| "epoch": 0.6370370370370371, |
| "grad_norm": 1.216489315032959, |
| "learning_rate": 3.723723723723724e-06, |
| "loss": 0.28391730785369873, |
| "mean_token_accuracy": 0.9203849658370018, |
| "num_tokens": 3522560.0, |
| "step": 215 |
| }, |
| { |
| "entropy": 3.2481323778629303, |
| "epoch": 0.64, |
| "grad_norm": 1.231285572052002, |
| "learning_rate": 3.693693693693694e-06, |
| "loss": 0.26016050577163696, |
| "mean_token_accuracy": 0.9341835081577301, |
| "num_tokens": 3538944.0, |
| "step": 216 |
| }, |
| { |
| "entropy": 3.3229857087135315, |
| "epoch": 0.642962962962963, |
| "grad_norm": 1.1100609302520752, |
| "learning_rate": 3.663663663663664e-06, |
| "loss": 0.21764174103736877, |
| "mean_token_accuracy": 0.9426891654729843, |
| "num_tokens": 3555328.0, |
| "step": 217 |
| }, |
| { |
| "entropy": 3.274485871195793, |
| "epoch": 0.6459259259259259, |
| "grad_norm": 1.3515102863311768, |
| "learning_rate": 3.633633633633634e-06, |
| "loss": 0.25322726368904114, |
| "mean_token_accuracy": 0.9083448052406311, |
| "num_tokens": 3571712.0, |
| "step": 218 |
| }, |
| { |
| "entropy": 3.1637975871562958, |
| "epoch": 0.6488888888888888, |
| "grad_norm": 1.1547216176986694, |
| "learning_rate": 3.603603603603604e-06, |
| "loss": 0.1991884857416153, |
| "mean_token_accuracy": 0.9434786066412926, |
| "num_tokens": 3588096.0, |
| "step": 219 |
| }, |
| { |
| "entropy": 3.130490243434906, |
| "epoch": 0.6518518518518519, |
| "grad_norm": 0.9679241180419922, |
| "learning_rate": 3.573573573573574e-06, |
| "loss": 0.16193579137325287, |
| "mean_token_accuracy": 0.9527297466993332, |
| "num_tokens": 3604480.0, |
| "step": 220 |
| }, |
| { |
| "entropy": 3.1223119497299194, |
| "epoch": 0.6548148148148148, |
| "grad_norm": 1.0283665657043457, |
| "learning_rate": 3.5435435435435437e-06, |
| "loss": 0.16569122672080994, |
| "mean_token_accuracy": 0.9500171765685081, |
| "num_tokens": 3620864.0, |
| "step": 221 |
| }, |
| { |
| "entropy": 3.634727567434311, |
| "epoch": 0.6577777777777778, |
| "grad_norm": 1.3865503072738647, |
| "learning_rate": 3.513513513513514e-06, |
| "loss": 0.25727787613868713, |
| "mean_token_accuracy": 0.9221251383423805, |
| "num_tokens": 3637248.0, |
| "step": 222 |
| }, |
| { |
| "entropy": 3.1611114740371704, |
| "epoch": 0.6607407407407407, |
| "grad_norm": 0.9414445161819458, |
| "learning_rate": 3.4834834834834835e-06, |
| "loss": 0.1781175583600998, |
| "mean_token_accuracy": 0.9557042866945267, |
| "num_tokens": 3653632.0, |
| "step": 223 |
| }, |
| { |
| "entropy": 3.085616856813431, |
| "epoch": 0.6637037037037037, |
| "grad_norm": 1.2785733938217163, |
| "learning_rate": 3.4534534534534537e-06, |
| "loss": 0.21069051325321198, |
| "mean_token_accuracy": 0.936344563961029, |
| "num_tokens": 3670016.0, |
| "step": 224 |
| }, |
| { |
| "entropy": 3.4318977296352386, |
| "epoch": 0.6666666666666666, |
| "grad_norm": 1.1817911863327026, |
| "learning_rate": 3.423423423423424e-06, |
| "loss": 0.18880143761634827, |
| "mean_token_accuracy": 0.9423677548766136, |
| "num_tokens": 3686400.0, |
| "step": 225 |
| }, |
| { |
| "entropy": 3.318112313747406, |
| "epoch": 0.6696296296296296, |
| "grad_norm": 1.0572702884674072, |
| "learning_rate": 3.393393393393394e-06, |
| "loss": 0.190169095993042, |
| "mean_token_accuracy": 0.9346237555146217, |
| "num_tokens": 3702784.0, |
| "step": 226 |
| }, |
| { |
| "entropy": 2.874858856201172, |
| "epoch": 0.6725925925925926, |
| "grad_norm": 0.8685035109519958, |
| "learning_rate": 3.363363363363364e-06, |
| "loss": 0.15599817037582397, |
| "mean_token_accuracy": 0.9568697363138199, |
| "num_tokens": 3719168.0, |
| "step": 227 |
| }, |
| { |
| "entropy": 3.2247777581214905, |
| "epoch": 0.6755555555555556, |
| "grad_norm": 1.010103464126587, |
| "learning_rate": 3.3333333333333333e-06, |
| "loss": 0.13462236523628235, |
| "mean_token_accuracy": 0.958881676197052, |
| "num_tokens": 3735552.0, |
| "step": 228 |
| }, |
| { |
| "entropy": 3.294255703687668, |
| "epoch": 0.6785185185185185, |
| "grad_norm": 1.3059518337249756, |
| "learning_rate": 3.3033033033033035e-06, |
| "loss": 0.2621678113937378, |
| "mean_token_accuracy": 0.9403132051229477, |
| "num_tokens": 3751936.0, |
| "step": 229 |
| }, |
| { |
| "entropy": 3.4544302225112915, |
| "epoch": 0.6814814814814815, |
| "grad_norm": 1.263285517692566, |
| "learning_rate": 3.2732732732732736e-06, |
| "loss": 0.23261971771717072, |
| "mean_token_accuracy": 0.9319297224283218, |
| "num_tokens": 3768320.0, |
| "step": 230 |
| }, |
| { |
| "entropy": 2.852003574371338, |
| "epoch": 0.6844444444444444, |
| "grad_norm": 0.8441635966300964, |
| "learning_rate": 3.2432432432432437e-06, |
| "loss": 0.12731072306632996, |
| "mean_token_accuracy": 0.9589616805315018, |
| "num_tokens": 3784704.0, |
| "step": 231 |
| }, |
| { |
| "entropy": 3.351558566093445, |
| "epoch": 0.6874074074074074, |
| "grad_norm": 1.1281638145446777, |
| "learning_rate": 3.2132132132132134e-06, |
| "loss": 0.2168779969215393, |
| "mean_token_accuracy": 0.9330433830618858, |
| "num_tokens": 3801088.0, |
| "step": 232 |
| }, |
| { |
| "entropy": 2.961367964744568, |
| "epoch": 0.6903703703703704, |
| "grad_norm": 1.3269091844558716, |
| "learning_rate": 3.183183183183183e-06, |
| "loss": 0.21297143399715424, |
| "mean_token_accuracy": 0.9387368410825729, |
| "num_tokens": 3817472.0, |
| "step": 233 |
| }, |
| { |
| "entropy": 2.8256981670856476, |
| "epoch": 0.6933333333333334, |
| "grad_norm": 0.6941968202590942, |
| "learning_rate": 3.1531531531531532e-06, |
| "loss": 0.08092458546161652, |
| "mean_token_accuracy": 0.9731299355626106, |
| "num_tokens": 3833856.0, |
| "step": 234 |
| }, |
| { |
| "entropy": 3.1228906214237213, |
| "epoch": 0.6962962962962963, |
| "grad_norm": 1.0961962938308716, |
| "learning_rate": 3.1231231231231234e-06, |
| "loss": 0.18822498619556427, |
| "mean_token_accuracy": 0.9481627866625786, |
| "num_tokens": 3850240.0, |
| "step": 235 |
| }, |
| { |
| "entropy": 2.942607879638672, |
| "epoch": 0.6992592592592592, |
| "grad_norm": 1.1089555025100708, |
| "learning_rate": 3.0930930930930935e-06, |
| "loss": 0.18346789479255676, |
| "mean_token_accuracy": 0.9427254498004913, |
| "num_tokens": 3866624.0, |
| "step": 236 |
| }, |
| { |
| "entropy": 2.7327932566404343, |
| "epoch": 0.7022222222222222, |
| "grad_norm": 0.9384790658950806, |
| "learning_rate": 3.063063063063063e-06, |
| "loss": 0.15320709347724915, |
| "mean_token_accuracy": 0.9529693126678467, |
| "num_tokens": 3883008.0, |
| "step": 237 |
| }, |
| { |
| "entropy": 3.1973710656166077, |
| "epoch": 0.7051851851851851, |
| "grad_norm": 1.2108032703399658, |
| "learning_rate": 3.0330330330330333e-06, |
| "loss": 0.2533422112464905, |
| "mean_token_accuracy": 0.9376625046133995, |
| "num_tokens": 3899392.0, |
| "step": 238 |
| }, |
| { |
| "entropy": 2.988917350769043, |
| "epoch": 0.7081481481481482, |
| "grad_norm": 1.2388724088668823, |
| "learning_rate": 3.0030030030030034e-06, |
| "loss": 0.27100202441215515, |
| "mean_token_accuracy": 0.9289768561720848, |
| "num_tokens": 3915776.0, |
| "step": 239 |
| }, |
| { |
| "entropy": 2.9555850327014923, |
| "epoch": 0.7111111111111111, |
| "grad_norm": 1.5143336057662964, |
| "learning_rate": 2.9729729729729736e-06, |
| "loss": 0.3464142382144928, |
| "mean_token_accuracy": 0.9164462983608246, |
| "num_tokens": 3932160.0, |
| "step": 240 |
| }, |
| { |
| "entropy": 2.8657090961933136, |
| "epoch": 0.7140740740740741, |
| "grad_norm": 0.8298128247261047, |
| "learning_rate": 2.942942942942943e-06, |
| "loss": 0.12520447373390198, |
| "mean_token_accuracy": 0.9673245996236801, |
| "num_tokens": 3948544.0, |
| "step": 241 |
| }, |
| { |
| "entropy": 2.8615731298923492, |
| "epoch": 0.717037037037037, |
| "grad_norm": 1.2797398567199707, |
| "learning_rate": 2.912912912912913e-06, |
| "loss": 0.26079538464546204, |
| "mean_token_accuracy": 0.9286767542362213, |
| "num_tokens": 3964928.0, |
| "step": 242 |
| }, |
| { |
| "entropy": 3.159029483795166, |
| "epoch": 0.72, |
| "grad_norm": 1.1734626293182373, |
| "learning_rate": 2.882882882882883e-06, |
| "loss": 0.17298385500907898, |
| "mean_token_accuracy": 0.9454841911792755, |
| "num_tokens": 3981312.0, |
| "step": 243 |
| }, |
| { |
| "entropy": 2.9439398646354675, |
| "epoch": 0.7229629629629629, |
| "grad_norm": 1.187084674835205, |
| "learning_rate": 2.8528528528528532e-06, |
| "loss": 0.20587158203125, |
| "mean_token_accuracy": 0.9424489960074425, |
| "num_tokens": 3997696.0, |
| "step": 244 |
| }, |
| { |
| "entropy": 2.640188694000244, |
| "epoch": 0.725925925925926, |
| "grad_norm": 0.8445670008659363, |
| "learning_rate": 2.8228228228228234e-06, |
| "loss": 0.1405259370803833, |
| "mean_token_accuracy": 0.9596375972032547, |
| "num_tokens": 4014080.0, |
| "step": 245 |
| }, |
| { |
| "entropy": 3.065976858139038, |
| "epoch": 0.7288888888888889, |
| "grad_norm": 1.2772263288497925, |
| "learning_rate": 2.7927927927927926e-06, |
| "loss": 0.3095298111438751, |
| "mean_token_accuracy": 0.9271637871861458, |
| "num_tokens": 4030464.0, |
| "step": 246 |
| }, |
| { |
| "entropy": 2.9902926087379456, |
| "epoch": 0.7318518518518519, |
| "grad_norm": 1.0105092525482178, |
| "learning_rate": 2.7627627627627628e-06, |
| "loss": 0.1472294181585312, |
| "mean_token_accuracy": 0.957129955291748, |
| "num_tokens": 4046848.0, |
| "step": 247 |
| }, |
| { |
| "entropy": 2.8248405754566193, |
| "epoch": 0.7348148148148148, |
| "grad_norm": 0.9832578301429749, |
| "learning_rate": 2.732732732732733e-06, |
| "loss": 0.13547852635383606, |
| "mean_token_accuracy": 0.9589240774512291, |
| "num_tokens": 4063232.0, |
| "step": 248 |
| }, |
| { |
| "entropy": 3.128548353910446, |
| "epoch": 0.7377777777777778, |
| "grad_norm": 1.0722336769104004, |
| "learning_rate": 2.702702702702703e-06, |
| "loss": 0.1782652884721756, |
| "mean_token_accuracy": 0.9541125819087029, |
| "num_tokens": 4079616.0, |
| "step": 249 |
| }, |
| { |
| "entropy": 3.122624695301056, |
| "epoch": 0.7407407407407407, |
| "grad_norm": 1.0744754076004028, |
| "learning_rate": 2.672672672672673e-06, |
| "loss": 0.17159108817577362, |
| "mean_token_accuracy": 0.9499552398920059, |
| "num_tokens": 4096000.0, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.7407407407407407, |
| "eval_entropy": 2.852132587432861, |
| "eval_loss": 0.18360987305641174, |
| "eval_mean_token_accuracy": 0.9489432787895202, |
| "eval_num_tokens": 4096000.0, |
| "eval_runtime": 46.0566, |
| "eval_samples_per_second": 13.027, |
| "eval_steps_per_second": 1.628, |
| "step": 250 |
| }, |
| { |
| "entropy": 3.0413025617599487, |
| "epoch": 0.7437037037037038, |
| "grad_norm": 1.0630085468292236, |
| "learning_rate": 2.642642642642643e-06, |
| "loss": 0.1608152836561203, |
| "mean_token_accuracy": 0.9527239575982094, |
| "num_tokens": 4112384.0, |
| "step": 251 |
| }, |
| { |
| "entropy": 3.0769342482089996, |
| "epoch": 0.7466666666666667, |
| "grad_norm": 1.155750036239624, |
| "learning_rate": 2.612612612612613e-06, |
| "loss": 0.2295750081539154, |
| "mean_token_accuracy": 0.9408787041902542, |
| "num_tokens": 4128768.0, |
| "step": 252 |
| }, |
| { |
| "entropy": 2.544542968273163, |
| "epoch": 0.7496296296296296, |
| "grad_norm": 0.8062906861305237, |
| "learning_rate": 2.5825825825825827e-06, |
| "loss": 0.09673324227333069, |
| "mean_token_accuracy": 0.9708146378397942, |
| "num_tokens": 4145152.0, |
| "step": 253 |
| }, |
| { |
| "entropy": 2.376124307513237, |
| "epoch": 0.7525925925925926, |
| "grad_norm": 0.8885618448257446, |
| "learning_rate": 2.552552552552553e-06, |
| "loss": 0.1497853845357895, |
| "mean_token_accuracy": 0.9607590362429619, |
| "num_tokens": 4161536.0, |
| "step": 254 |
| }, |
| { |
| "entropy": 2.9372702836990356, |
| "epoch": 0.7555555555555555, |
| "grad_norm": 0.9668951630592346, |
| "learning_rate": 2.5225225225225225e-06, |
| "loss": 0.16193467378616333, |
| "mean_token_accuracy": 0.956824317574501, |
| "num_tokens": 4177920.0, |
| "step": 255 |
| }, |
| { |
| "entropy": 3.096995621919632, |
| "epoch": 0.7585185185185185, |
| "grad_norm": 1.040653109550476, |
| "learning_rate": 2.4924924924924926e-06, |
| "loss": 0.15727289021015167, |
| "mean_token_accuracy": 0.9528902173042297, |
| "num_tokens": 4194304.0, |
| "step": 256 |
| }, |
| { |
| "entropy": 2.7445938736200333, |
| "epoch": 0.7614814814814815, |
| "grad_norm": 0.9870290756225586, |
| "learning_rate": 2.4624624624624628e-06, |
| "loss": 0.16061754524707794, |
| "mean_token_accuracy": 0.944463774561882, |
| "num_tokens": 4210688.0, |
| "step": 257 |
| }, |
| { |
| "entropy": 3.0143087804317474, |
| "epoch": 0.7644444444444445, |
| "grad_norm": 1.063123345375061, |
| "learning_rate": 2.432432432432433e-06, |
| "loss": 0.23332087695598602, |
| "mean_token_accuracy": 0.9388647153973579, |
| "num_tokens": 4227072.0, |
| "step": 258 |
| }, |
| { |
| "entropy": 2.296273797750473, |
| "epoch": 0.7674074074074074, |
| "grad_norm": 0.5959308743476868, |
| "learning_rate": 2.4024024024024026e-06, |
| "loss": 0.06353914737701416, |
| "mean_token_accuracy": 0.975685179233551, |
| "num_tokens": 4243456.0, |
| "step": 259 |
| }, |
| { |
| "entropy": 2.560692310333252, |
| "epoch": 0.7703703703703704, |
| "grad_norm": 0.9101587533950806, |
| "learning_rate": 2.3723723723723727e-06, |
| "loss": 0.1989908069372177, |
| "mean_token_accuracy": 0.9402595013380051, |
| "num_tokens": 4259840.0, |
| "step": 260 |
| }, |
| { |
| "entropy": 2.547641634941101, |
| "epoch": 0.7733333333333333, |
| "grad_norm": 0.9849615693092346, |
| "learning_rate": 2.3423423423423424e-06, |
| "loss": 0.19354493916034698, |
| "mean_token_accuracy": 0.943332850933075, |
| "num_tokens": 4276224.0, |
| "step": 261 |
| }, |
| { |
| "entropy": 2.405847728252411, |
| "epoch": 0.7762962962962963, |
| "grad_norm": 0.7766302824020386, |
| "learning_rate": 2.3123123123123125e-06, |
| "loss": 0.1316036880016327, |
| "mean_token_accuracy": 0.9651554375886917, |
| "num_tokens": 4292608.0, |
| "step": 262 |
| }, |
| { |
| "entropy": 2.7922613620758057, |
| "epoch": 0.7792592592592592, |
| "grad_norm": 1.1916041374206543, |
| "learning_rate": 2.2822822822822822e-06, |
| "loss": 0.2569754123687744, |
| "mean_token_accuracy": 0.9235717058181763, |
| "num_tokens": 4308992.0, |
| "step": 263 |
| }, |
| { |
| "entropy": 2.726495712995529, |
| "epoch": 0.7822222222222223, |
| "grad_norm": 1.3649945259094238, |
| "learning_rate": 2.2522522522522524e-06, |
| "loss": 0.23288977146148682, |
| "mean_token_accuracy": 0.9412301778793335, |
| "num_tokens": 4325376.0, |
| "step": 264 |
| }, |
| { |
| "entropy": 3.0609046816825867, |
| "epoch": 0.7851851851851852, |
| "grad_norm": 0.9855526089668274, |
| "learning_rate": 2.222222222222222e-06, |
| "loss": 0.18245509266853333, |
| "mean_token_accuracy": 0.9424236342310905, |
| "num_tokens": 4341760.0, |
| "step": 265 |
| }, |
| { |
| "entropy": 2.693583309650421, |
| "epoch": 0.7881481481481482, |
| "grad_norm": 1.293851613998413, |
| "learning_rate": 2.192192192192192e-06, |
| "loss": 0.27080366015434265, |
| "mean_token_accuracy": 0.9291214868426323, |
| "num_tokens": 4358144.0, |
| "step": 266 |
| }, |
| { |
| "entropy": 2.966628283262253, |
| "epoch": 0.7911111111111111, |
| "grad_norm": 1.4858123064041138, |
| "learning_rate": 2.1621621621621623e-06, |
| "loss": 0.2997784912586212, |
| "mean_token_accuracy": 0.9088621661067009, |
| "num_tokens": 4374528.0, |
| "step": 267 |
| }, |
| { |
| "entropy": 2.6539561301469803, |
| "epoch": 0.794074074074074, |
| "grad_norm": 0.9603286385536194, |
| "learning_rate": 2.1321321321321325e-06, |
| "loss": 0.15536902844905853, |
| "mean_token_accuracy": 0.9468490332365036, |
| "num_tokens": 4390912.0, |
| "step": 268 |
| }, |
| { |
| "entropy": 2.7186500430107117, |
| "epoch": 0.797037037037037, |
| "grad_norm": 1.0671851634979248, |
| "learning_rate": 2.102102102102102e-06, |
| "loss": 0.16850227117538452, |
| "mean_token_accuracy": 0.9490253254771233, |
| "num_tokens": 4407296.0, |
| "step": 269 |
| }, |
| { |
| "entropy": 2.662411704659462, |
| "epoch": 0.8, |
| "grad_norm": 1.1484098434448242, |
| "learning_rate": 2.0720720720720723e-06, |
| "loss": 0.2518634498119354, |
| "mean_token_accuracy": 0.9247348234057426, |
| "num_tokens": 4423680.0, |
| "step": 270 |
| }, |
| { |
| "entropy": 2.9073596447706223, |
| "epoch": 0.802962962962963, |
| "grad_norm": 1.2021108865737915, |
| "learning_rate": 2.0420420420420424e-06, |
| "loss": 0.21068042516708374, |
| "mean_token_accuracy": 0.9385004192590714, |
| "num_tokens": 4440064.0, |
| "step": 271 |
| }, |
| { |
| "entropy": 2.9670767188072205, |
| "epoch": 0.8059259259259259, |
| "grad_norm": 0.999944806098938, |
| "learning_rate": 2.012012012012012e-06, |
| "loss": 0.16588366031646729, |
| "mean_token_accuracy": 0.9474747702479362, |
| "num_tokens": 4456448.0, |
| "step": 272 |
| }, |
| { |
| "entropy": 2.8509768545627594, |
| "epoch": 0.8088888888888889, |
| "grad_norm": 0.8416431546211243, |
| "learning_rate": 1.9819819819819822e-06, |
| "loss": 0.11432436108589172, |
| "mean_token_accuracy": 0.9629718512296677, |
| "num_tokens": 4472832.0, |
| "step": 273 |
| }, |
| { |
| "entropy": 2.626408964395523, |
| "epoch": 0.8118518518518518, |
| "grad_norm": 0.9070788025856018, |
| "learning_rate": 1.951951951951952e-06, |
| "loss": 0.1523875892162323, |
| "mean_token_accuracy": 0.9521723687648773, |
| "num_tokens": 4489216.0, |
| "step": 274 |
| }, |
| { |
| "entropy": 2.704342484474182, |
| "epoch": 0.8148148148148148, |
| "grad_norm": 0.9234112501144409, |
| "learning_rate": 1.921921921921922e-06, |
| "loss": 0.16524599492549896, |
| "mean_token_accuracy": 0.9493722841143608, |
| "num_tokens": 4505600.0, |
| "step": 275 |
| }, |
| { |
| "entropy": 2.66214981675148, |
| "epoch": 0.8177777777777778, |
| "grad_norm": 0.8645657896995544, |
| "learning_rate": 1.8918918918918922e-06, |
| "loss": 0.15482839941978455, |
| "mean_token_accuracy": 0.9581804350018501, |
| "num_tokens": 4521984.0, |
| "step": 276 |
| }, |
| { |
| "entropy": 3.3557138442993164, |
| "epoch": 0.8207407407407408, |
| "grad_norm": 0.8617742657661438, |
| "learning_rate": 1.861861861861862e-06, |
| "loss": 0.1010599136352539, |
| "mean_token_accuracy": 0.9699912890791893, |
| "num_tokens": 4538368.0, |
| "step": 277 |
| }, |
| { |
| "entropy": 2.618903413414955, |
| "epoch": 0.8237037037037037, |
| "grad_norm": 0.9169335961341858, |
| "learning_rate": 1.831831831831832e-06, |
| "loss": 0.14013750851154327, |
| "mean_token_accuracy": 0.9602667838335037, |
| "num_tokens": 4554752.0, |
| "step": 278 |
| }, |
| { |
| "entropy": 2.9852834343910217, |
| "epoch": 0.8266666666666667, |
| "grad_norm": 1.1565862894058228, |
| "learning_rate": 1.801801801801802e-06, |
| "loss": 0.20524702966213226, |
| "mean_token_accuracy": 0.9365398287773132, |
| "num_tokens": 4571136.0, |
| "step": 279 |
| }, |
| { |
| "entropy": 2.714282900094986, |
| "epoch": 0.8296296296296296, |
| "grad_norm": 1.0796194076538086, |
| "learning_rate": 1.7717717717717719e-06, |
| "loss": 0.18443220853805542, |
| "mean_token_accuracy": 0.9407469630241394, |
| "num_tokens": 4587520.0, |
| "step": 280 |
| }, |
| { |
| "entropy": 3.0053972601890564, |
| "epoch": 0.8325925925925926, |
| "grad_norm": 1.146272897720337, |
| "learning_rate": 1.7417417417417418e-06, |
| "loss": 0.1503574252128601, |
| "mean_token_accuracy": 0.9579518958926201, |
| "num_tokens": 4603904.0, |
| "step": 281 |
| }, |
| { |
| "entropy": 2.9600902795791626, |
| "epoch": 0.8355555555555556, |
| "grad_norm": 0.8662426471710205, |
| "learning_rate": 1.711711711711712e-06, |
| "loss": 0.1463131308555603, |
| "mean_token_accuracy": 0.9600259512662888, |
| "num_tokens": 4620288.0, |
| "step": 282 |
| }, |
| { |
| "entropy": 2.772203043103218, |
| "epoch": 0.8385185185185186, |
| "grad_norm": 0.7821983098983765, |
| "learning_rate": 1.681681681681682e-06, |
| "loss": 0.1397870033979416, |
| "mean_token_accuracy": 0.9541897773742676, |
| "num_tokens": 4636672.0, |
| "step": 283 |
| }, |
| { |
| "entropy": 2.568053811788559, |
| "epoch": 0.8414814814814815, |
| "grad_norm": 0.840868353843689, |
| "learning_rate": 1.6516516516516517e-06, |
| "loss": 0.16644269227981567, |
| "mean_token_accuracy": 0.9549445882439613, |
| "num_tokens": 4653056.0, |
| "step": 284 |
| }, |
| { |
| "entropy": 2.7312504649162292, |
| "epoch": 0.8444444444444444, |
| "grad_norm": 1.0227640867233276, |
| "learning_rate": 1.6216216216216219e-06, |
| "loss": 0.175675630569458, |
| "mean_token_accuracy": 0.9505376815795898, |
| "num_tokens": 4669440.0, |
| "step": 285 |
| }, |
| { |
| "entropy": 2.7323302924633026, |
| "epoch": 0.8474074074074074, |
| "grad_norm": 1.228810429573059, |
| "learning_rate": 1.5915915915915916e-06, |
| "loss": 0.19048836827278137, |
| "mean_token_accuracy": 0.9527504071593285, |
| "num_tokens": 4685824.0, |
| "step": 286 |
| }, |
| { |
| "entropy": 2.6488165259361267, |
| "epoch": 0.8503703703703703, |
| "grad_norm": 0.8388625979423523, |
| "learning_rate": 1.5615615615615617e-06, |
| "loss": 0.13485638797283173, |
| "mean_token_accuracy": 0.9630501195788383, |
| "num_tokens": 4702208.0, |
| "step": 287 |
| }, |
| { |
| "entropy": 2.64958593249321, |
| "epoch": 0.8533333333333334, |
| "grad_norm": 0.9264437556266785, |
| "learning_rate": 1.5315315315315316e-06, |
| "loss": 0.14497125148773193, |
| "mean_token_accuracy": 0.9597008600831032, |
| "num_tokens": 4718592.0, |
| "step": 288 |
| }, |
| { |
| "entropy": 2.982826054096222, |
| "epoch": 0.8562962962962963, |
| "grad_norm": 1.162354588508606, |
| "learning_rate": 1.5015015015015017e-06, |
| "loss": 0.18828660249710083, |
| "mean_token_accuracy": 0.9438819661736488, |
| "num_tokens": 4734976.0, |
| "step": 289 |
| }, |
| { |
| "entropy": 2.8330233842134476, |
| "epoch": 0.8592592592592593, |
| "grad_norm": 1.0217313766479492, |
| "learning_rate": 1.4714714714714714e-06, |
| "loss": 0.18914705514907837, |
| "mean_token_accuracy": 0.9470869824290276, |
| "num_tokens": 4751360.0, |
| "step": 290 |
| }, |
| { |
| "entropy": 2.883241593837738, |
| "epoch": 0.8622222222222222, |
| "grad_norm": 1.2666387557983398, |
| "learning_rate": 1.4414414414414416e-06, |
| "loss": 0.24541325867176056, |
| "mean_token_accuracy": 0.9369024261832237, |
| "num_tokens": 4767744.0, |
| "step": 291 |
| }, |
| { |
| "entropy": 2.940699949860573, |
| "epoch": 0.8651851851851852, |
| "grad_norm": 1.0014292001724243, |
| "learning_rate": 1.4114114114114117e-06, |
| "loss": 0.15544487535953522, |
| "mean_token_accuracy": 0.9588250517845154, |
| "num_tokens": 4784128.0, |
| "step": 292 |
| }, |
| { |
| "entropy": 3.156528502702713, |
| "epoch": 0.8681481481481481, |
| "grad_norm": 1.3966485261917114, |
| "learning_rate": 1.3813813813813814e-06, |
| "loss": 0.19821132719516754, |
| "mean_token_accuracy": 0.9371234104037285, |
| "num_tokens": 4800512.0, |
| "step": 293 |
| }, |
| { |
| "entropy": 3.10570028424263, |
| "epoch": 0.8711111111111111, |
| "grad_norm": 1.1574422121047974, |
| "learning_rate": 1.3513513513513515e-06, |
| "loss": 0.15517574548721313, |
| "mean_token_accuracy": 0.9560784548521042, |
| "num_tokens": 4816896.0, |
| "step": 294 |
| }, |
| { |
| "entropy": 2.994854688644409, |
| "epoch": 0.8740740740740741, |
| "grad_norm": 1.259311556816101, |
| "learning_rate": 1.3213213213213214e-06, |
| "loss": 0.2651704251766205, |
| "mean_token_accuracy": 0.9265646189451218, |
| "num_tokens": 4833280.0, |
| "step": 295 |
| }, |
| { |
| "entropy": 3.040595531463623, |
| "epoch": 0.8770370370370371, |
| "grad_norm": 0.9883430004119873, |
| "learning_rate": 1.2912912912912913e-06, |
| "loss": 0.16328245401382446, |
| "mean_token_accuracy": 0.9496760815382004, |
| "num_tokens": 4849664.0, |
| "step": 296 |
| }, |
| { |
| "entropy": 2.5329011380672455, |
| "epoch": 0.88, |
| "grad_norm": 0.6723151206970215, |
| "learning_rate": 1.2612612612612613e-06, |
| "loss": 0.11081084609031677, |
| "mean_token_accuracy": 0.9700026363134384, |
| "num_tokens": 4866048.0, |
| "step": 297 |
| }, |
| { |
| "entropy": 2.563674107193947, |
| "epoch": 0.882962962962963, |
| "grad_norm": 1.0615836381912231, |
| "learning_rate": 1.2312312312312314e-06, |
| "loss": 0.19232074916362762, |
| "mean_token_accuracy": 0.9422744959592819, |
| "num_tokens": 4882432.0, |
| "step": 298 |
| }, |
| { |
| "entropy": 2.8897614181041718, |
| "epoch": 0.8859259259259259, |
| "grad_norm": 0.8623843789100647, |
| "learning_rate": 1.2012012012012013e-06, |
| "loss": 0.13093861937522888, |
| "mean_token_accuracy": 0.9648579210042953, |
| "num_tokens": 4898816.0, |
| "step": 299 |
| }, |
| { |
| "entropy": 2.9166508615016937, |
| "epoch": 0.8888888888888888, |
| "grad_norm": 1.2870267629623413, |
| "learning_rate": 1.1711711711711712e-06, |
| "loss": 0.22300012409687042, |
| "mean_token_accuracy": 0.9281135722994804, |
| "num_tokens": 4915200.0, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.8888888888888888, |
| "eval_entropy": 2.8255044110616048, |
| "eval_loss": 0.18106622993946075, |
| "eval_mean_token_accuracy": 0.9497437485059103, |
| "eval_num_tokens": 4915200.0, |
| "eval_runtime": 46.0454, |
| "eval_samples_per_second": 13.031, |
| "eval_steps_per_second": 1.629, |
| "step": 300 |
| }, |
| { |
| "entropy": 3.0466695725917816, |
| "epoch": 0.8918518518518519, |
| "grad_norm": 1.3157471418380737, |
| "learning_rate": 1.1411411411411411e-06, |
| "loss": 0.3266354501247406, |
| "mean_token_accuracy": 0.9144779592752457, |
| "num_tokens": 4931584.0, |
| "step": 301 |
| }, |
| { |
| "entropy": 2.7269774675369263, |
| "epoch": 0.8948148148148148, |
| "grad_norm": 0.8248907923698425, |
| "learning_rate": 1.111111111111111e-06, |
| "loss": 0.14082956314086914, |
| "mean_token_accuracy": 0.9545648768544197, |
| "num_tokens": 4947968.0, |
| "step": 302 |
| }, |
| { |
| "entropy": 3.25367334485054, |
| "epoch": 0.8977777777777778, |
| "grad_norm": 1.4216176271438599, |
| "learning_rate": 1.0810810810810812e-06, |
| "loss": 0.22889986634254456, |
| "mean_token_accuracy": 0.9246480539441109, |
| "num_tokens": 4964352.0, |
| "step": 303 |
| }, |
| { |
| "entropy": 2.9509867429733276, |
| "epoch": 0.9007407407407407, |
| "grad_norm": 1.2879687547683716, |
| "learning_rate": 1.051051051051051e-06, |
| "loss": 0.24101980030536652, |
| "mean_token_accuracy": 0.9254022687673569, |
| "num_tokens": 4980736.0, |
| "step": 304 |
| }, |
| { |
| "entropy": 2.6613685488700867, |
| "epoch": 0.9037037037037037, |
| "grad_norm": 0.8715454339981079, |
| "learning_rate": 1.0210210210210212e-06, |
| "loss": 0.13674139976501465, |
| "mean_token_accuracy": 0.9558299705386162, |
| "num_tokens": 4997120.0, |
| "step": 305 |
| }, |
| { |
| "entropy": 3.0323977172374725, |
| "epoch": 0.9066666666666666, |
| "grad_norm": 1.2636479139328003, |
| "learning_rate": 9.909909909909911e-07, |
| "loss": 0.22365128993988037, |
| "mean_token_accuracy": 0.9214575439691544, |
| "num_tokens": 5013504.0, |
| "step": 306 |
| }, |
| { |
| "entropy": 2.7798266112804413, |
| "epoch": 0.9096296296296297, |
| "grad_norm": 1.071028709411621, |
| "learning_rate": 9.60960960960961e-07, |
| "loss": 0.25200745463371277, |
| "mean_token_accuracy": 0.9370187669992447, |
| "num_tokens": 5029888.0, |
| "step": 307 |
| }, |
| { |
| "entropy": 2.966661810874939, |
| "epoch": 0.9125925925925926, |
| "grad_norm": 0.9755561947822571, |
| "learning_rate": 9.30930930930931e-07, |
| "loss": 0.1364070028066635, |
| "mean_token_accuracy": 0.9633779376745224, |
| "num_tokens": 5046272.0, |
| "step": 308 |
| }, |
| { |
| "entropy": 2.8475814908742905, |
| "epoch": 0.9155555555555556, |
| "grad_norm": 1.1182949542999268, |
| "learning_rate": 9.00900900900901e-07, |
| "loss": 0.2216225266456604, |
| "mean_token_accuracy": 0.9494200721383095, |
| "num_tokens": 5062656.0, |
| "step": 309 |
| }, |
| { |
| "entropy": 3.083686202764511, |
| "epoch": 0.9185185185185185, |
| "grad_norm": 1.019321084022522, |
| "learning_rate": 8.708708708708709e-07, |
| "loss": 0.17073342204093933, |
| "mean_token_accuracy": 0.9476535245776176, |
| "num_tokens": 5079040.0, |
| "step": 310 |
| }, |
| { |
| "entropy": 2.7442470490932465, |
| "epoch": 0.9214814814814815, |
| "grad_norm": 0.9397963881492615, |
| "learning_rate": 8.40840840840841e-07, |
| "loss": 0.16900652647018433, |
| "mean_token_accuracy": 0.956196092069149, |
| "num_tokens": 5095424.0, |
| "step": 311 |
| }, |
| { |
| "entropy": 2.976117357611656, |
| "epoch": 0.9244444444444444, |
| "grad_norm": 0.9691776633262634, |
| "learning_rate": 8.108108108108109e-07, |
| "loss": 0.14978164434432983, |
| "mean_token_accuracy": 0.9600504860281944, |
| "num_tokens": 5111808.0, |
| "step": 312 |
| }, |
| { |
| "entropy": 3.0268036127090454, |
| "epoch": 0.9274074074074075, |
| "grad_norm": 1.3066312074661255, |
| "learning_rate": 7.807807807807808e-07, |
| "loss": 0.2101222723722458, |
| "mean_token_accuracy": 0.9468629732728004, |
| "num_tokens": 5128192.0, |
| "step": 313 |
| }, |
| { |
| "entropy": 2.8280453979969025, |
| "epoch": 0.9303703703703704, |
| "grad_norm": 1.1003689765930176, |
| "learning_rate": 7.507507507507509e-07, |
| "loss": 0.2189224362373352, |
| "mean_token_accuracy": 0.942246712744236, |
| "num_tokens": 5144576.0, |
| "step": 314 |
| }, |
| { |
| "entropy": 2.976786032319069, |
| "epoch": 0.9333333333333333, |
| "grad_norm": 0.9063469767570496, |
| "learning_rate": 7.207207207207208e-07, |
| "loss": 0.14953091740608215, |
| "mean_token_accuracy": 0.9534271508455276, |
| "num_tokens": 5160960.0, |
| "step": 315 |
| }, |
| { |
| "entropy": 2.9797759354114532, |
| "epoch": 0.9362962962962963, |
| "grad_norm": 1.2507872581481934, |
| "learning_rate": 6.906906906906907e-07, |
| "loss": 0.23357172310352325, |
| "mean_token_accuracy": 0.9364637657999992, |
| "num_tokens": 5177344.0, |
| "step": 316 |
| }, |
| { |
| "entropy": 2.994144380092621, |
| "epoch": 0.9392592592592592, |
| "grad_norm": 1.2454637289047241, |
| "learning_rate": 6.606606606606607e-07, |
| "loss": 0.22540506720542908, |
| "mean_token_accuracy": 0.9319886118173599, |
| "num_tokens": 5193728.0, |
| "step": 317 |
| }, |
| { |
| "entropy": 3.1280756294727325, |
| "epoch": 0.9422222222222222, |
| "grad_norm": 0.9932249784469604, |
| "learning_rate": 6.306306306306306e-07, |
| "loss": 0.11862220615148544, |
| "mean_token_accuracy": 0.9601308852434158, |
| "num_tokens": 5210112.0, |
| "step": 318 |
| }, |
| { |
| "entropy": 2.7858297526836395, |
| "epoch": 0.9451851851851852, |
| "grad_norm": 0.8466230034828186, |
| "learning_rate": 6.006006006006006e-07, |
| "loss": 0.15886148810386658, |
| "mean_token_accuracy": 0.9521259963512421, |
| "num_tokens": 5226496.0, |
| "step": 319 |
| }, |
| { |
| "entropy": 2.7214138507843018, |
| "epoch": 0.9481481481481482, |
| "grad_norm": 1.0153858661651611, |
| "learning_rate": 5.705705705705706e-07, |
| "loss": 0.13641257584095, |
| "mean_token_accuracy": 0.9631103426218033, |
| "num_tokens": 5242880.0, |
| "step": 320 |
| }, |
| { |
| "entropy": 2.760718896985054, |
| "epoch": 0.9511111111111111, |
| "grad_norm": 0.7906075119972229, |
| "learning_rate": 5.405405405405406e-07, |
| "loss": 0.12025375664234161, |
| "mean_token_accuracy": 0.9681820869445801, |
| "num_tokens": 5259264.0, |
| "step": 321 |
| }, |
| { |
| "entropy": 3.0152215659618378, |
| "epoch": 0.9540740740740741, |
| "grad_norm": 1.3097968101501465, |
| "learning_rate": 5.105105105105106e-07, |
| "loss": 0.20160530507564545, |
| "mean_token_accuracy": 0.9353676289319992, |
| "num_tokens": 5275648.0, |
| "step": 322 |
| }, |
| { |
| "entropy": 2.9761607944965363, |
| "epoch": 0.957037037037037, |
| "grad_norm": 0.9927833080291748, |
| "learning_rate": 4.804804804804805e-07, |
| "loss": 0.15498238801956177, |
| "mean_token_accuracy": 0.9501162618398666, |
| "num_tokens": 5292032.0, |
| "step": 323 |
| }, |
| { |
| "entropy": 2.993096560239792, |
| "epoch": 0.96, |
| "grad_norm": 1.4152226448059082, |
| "learning_rate": 4.504504504504505e-07, |
| "loss": 0.28583815693855286, |
| "mean_token_accuracy": 0.9212516695261002, |
| "num_tokens": 5308416.0, |
| "step": 324 |
| }, |
| { |
| "entropy": 3.1000093817710876, |
| "epoch": 0.9629629629629629, |
| "grad_norm": 1.1058512926101685, |
| "learning_rate": 4.204204204204205e-07, |
| "loss": 0.1754665970802307, |
| "mean_token_accuracy": 0.9442660957574844, |
| "num_tokens": 5324800.0, |
| "step": 325 |
| }, |
| { |
| "entropy": 3.0041013956069946, |
| "epoch": 0.965925925925926, |
| "grad_norm": 0.7665889859199524, |
| "learning_rate": 3.903903903903904e-07, |
| "loss": 0.09065846353769302, |
| "mean_token_accuracy": 0.9687816500663757, |
| "num_tokens": 5341184.0, |
| "step": 326 |
| }, |
| { |
| "entropy": 2.494102329015732, |
| "epoch": 0.9688888888888889, |
| "grad_norm": 0.7940945625305176, |
| "learning_rate": 3.603603603603604e-07, |
| "loss": 0.1419333815574646, |
| "mean_token_accuracy": 0.9551639035344124, |
| "num_tokens": 5357568.0, |
| "step": 327 |
| }, |
| { |
| "entropy": 3.124778002500534, |
| "epoch": 0.9718518518518519, |
| "grad_norm": 1.1697940826416016, |
| "learning_rate": 3.3033033033033036e-07, |
| "loss": 0.20611074566841125, |
| "mean_token_accuracy": 0.9439872354269028, |
| "num_tokens": 5373952.0, |
| "step": 328 |
| }, |
| { |
| "entropy": 2.7635384500026703, |
| "epoch": 0.9748148148148148, |
| "grad_norm": 1.0099842548370361, |
| "learning_rate": 3.003003003003003e-07, |
| "loss": 0.19179926812648773, |
| "mean_token_accuracy": 0.9434934630990028, |
| "num_tokens": 5390336.0, |
| "step": 329 |
| }, |
| { |
| "entropy": 2.8500694930553436, |
| "epoch": 0.9777777777777777, |
| "grad_norm": 0.8996491432189941, |
| "learning_rate": 2.702702702702703e-07, |
| "loss": 0.1620231419801712, |
| "mean_token_accuracy": 0.9505789652466774, |
| "num_tokens": 5406720.0, |
| "step": 330 |
| }, |
| { |
| "entropy": 2.9804718792438507, |
| "epoch": 0.9807407407407407, |
| "grad_norm": 1.110015869140625, |
| "learning_rate": 2.4024024024024026e-07, |
| "loss": 0.21477189660072327, |
| "mean_token_accuracy": 0.9368481785058975, |
| "num_tokens": 5423104.0, |
| "step": 331 |
| }, |
| { |
| "entropy": 2.7032893896102905, |
| "epoch": 0.9837037037037037, |
| "grad_norm": 0.8577917218208313, |
| "learning_rate": 2.1021021021021025e-07, |
| "loss": 0.1445036679506302, |
| "mean_token_accuracy": 0.9551440551877022, |
| "num_tokens": 5439488.0, |
| "step": 332 |
| }, |
| { |
| "entropy": 2.7800481021404266, |
| "epoch": 0.9866666666666667, |
| "grad_norm": 0.9222099184989929, |
| "learning_rate": 1.801801801801802e-07, |
| "loss": 0.1509193778038025, |
| "mean_token_accuracy": 0.9618949517607689, |
| "num_tokens": 5455872.0, |
| "step": 333 |
| }, |
| { |
| "entropy": 2.795774072408676, |
| "epoch": 0.9896296296296296, |
| "grad_norm": 1.091988205909729, |
| "learning_rate": 1.5015015015015016e-07, |
| "loss": 0.185760959982872, |
| "mean_token_accuracy": 0.9529979601502419, |
| "num_tokens": 5472256.0, |
| "step": 334 |
| }, |
| { |
| "entropy": 3.014428496360779, |
| "epoch": 0.9925925925925926, |
| "grad_norm": 1.1064698696136475, |
| "learning_rate": 1.2012012012012013e-07, |
| "loss": 0.1730300635099411, |
| "mean_token_accuracy": 0.9544021263718605, |
| "num_tokens": 5488640.0, |
| "step": 335 |
| }, |
| { |
| "entropy": 2.7403995990753174, |
| "epoch": 0.9955555555555555, |
| "grad_norm": 1.0951151847839355, |
| "learning_rate": 9.00900900900901e-08, |
| "loss": 0.19785557687282562, |
| "mean_token_accuracy": 0.9353931546211243, |
| "num_tokens": 5505024.0, |
| "step": 336 |
| }, |
| { |
| "entropy": 3.0471527874469757, |
| "epoch": 0.9985185185185185, |
| "grad_norm": 1.2756664752960205, |
| "learning_rate": 6.006006006006006e-08, |
| "loss": 0.24869737029075623, |
| "mean_token_accuracy": 0.9270326271653175, |
| "num_tokens": 5521408.0, |
| "step": 337 |
| }, |
| { |
| "entropy": 2.9130772948265076, |
| "epoch": 1.0, |
| "grad_norm": 2.2841439247131348, |
| "learning_rate": 3.003003003003003e-08, |
| "loss": 0.2699161171913147, |
| "mean_token_accuracy": 0.9327885955572128, |
| "num_tokens": 5529600.0, |
| "step": 338 |
| } |
| ], |
| "logging_steps": 1, |
| "max_steps": 338, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 1, |
| "save_steps": 5000, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 9.53130594336768e+16, |
| "train_batch_size": 2, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
