ouiwt7cn / checkpoint-2000 /trainer_state.json
roonbug's picture
Upload folder using huggingface_hub
299fe4e verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.5590297095805052,
"eval_steps": 100,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 0.7850796665996314,
"epoch": 0.017803493935684877,
"grad_norm": 4.125,
"learning_rate": 1.8e-07,
"loss": 0.9868,
"mean_token_accuracy": 0.7752813071012497,
"num_tokens": 259048.0,
"step": 10
},
{
"entropy": 0.7656301472336053,
"epoch": 0.035606987871369754,
"grad_norm": 3.984375,
"learning_rate": 3.8e-07,
"loss": 0.9514,
"mean_token_accuracy": 0.778770961612463,
"num_tokens": 532019.0,
"step": 20
},
{
"entropy": 0.7800006279721856,
"epoch": 0.053410481807054634,
"grad_norm": 3.546875,
"learning_rate": 5.800000000000001e-07,
"loss": 0.9645,
"mean_token_accuracy": 0.777244720607996,
"num_tokens": 807220.0,
"step": 30
},
{
"entropy": 0.8148440960794687,
"epoch": 0.07121397574273951,
"grad_norm": 3.578125,
"learning_rate": 7.8e-07,
"loss": 0.9845,
"mean_token_accuracy": 0.7725338555872441,
"num_tokens": 1068429.0,
"step": 40
},
{
"entropy": 0.7980734214186669,
"epoch": 0.08901746967842439,
"grad_norm": 3.328125,
"learning_rate": 9.800000000000001e-07,
"loss": 0.9502,
"mean_token_accuracy": 0.7774997223168612,
"num_tokens": 1336698.0,
"step": 50
},
{
"entropy": 0.827414046600461,
"epoch": 0.10682096361410927,
"grad_norm": 2.65625,
"learning_rate": 1.1800000000000001e-06,
"loss": 0.969,
"mean_token_accuracy": 0.7773337867110968,
"num_tokens": 1608574.0,
"step": 60
},
{
"entropy": 0.8639046084135771,
"epoch": 0.12462445754979415,
"grad_norm": 2.21875,
"learning_rate": 1.3800000000000001e-06,
"loss": 0.9913,
"mean_token_accuracy": 0.7705458387732506,
"num_tokens": 1872747.0,
"step": 70
},
{
"entropy": 0.8748010536655784,
"epoch": 0.14242795148547902,
"grad_norm": 2.234375,
"learning_rate": 1.5800000000000001e-06,
"loss": 0.9868,
"mean_token_accuracy": 0.7721451628953219,
"num_tokens": 2133173.0,
"step": 80
},
{
"entropy": 0.8339586811140179,
"epoch": 0.1602314454211639,
"grad_norm": 2.546875,
"learning_rate": 1.7800000000000001e-06,
"loss": 0.9473,
"mean_token_accuracy": 0.782527657970786,
"num_tokens": 2406145.0,
"step": 90
},
{
"entropy": 0.8617484034970403,
"epoch": 0.17803493935684878,
"grad_norm": 2.671875,
"learning_rate": 1.98e-06,
"loss": 0.9705,
"mean_token_accuracy": 0.7755408465862275,
"num_tokens": 2663709.0,
"step": 100
},
{
"epoch": 0.17803493935684878,
"eval_chemistry_entropy": 0.8530604543685913,
"eval_chemistry_loss": 0.9879733920097351,
"eval_chemistry_mean_token_accuracy": 0.7785031309127808,
"eval_chemistry_num_tokens": 2663709.0,
"eval_chemistry_runtime": 34.6174,
"eval_chemistry_samples_per_second": 14.444,
"eval_chemistry_steps_per_second": 3.611,
"step": 100
},
{
"epoch": 0.17803493935684878,
"eval_physics_entropy": 0.6429356033802033,
"eval_physics_loss": 0.7288391590118408,
"eval_physics_mean_token_accuracy": 0.8237355589866638,
"eval_physics_num_tokens": 2663709.0,
"eval_physics_runtime": 41.2328,
"eval_physics_samples_per_second": 12.126,
"eval_physics_steps_per_second": 3.032,
"step": 100
},
{
"entropy": 0.8313142383471132,
"epoch": 0.19583843329253367,
"grad_norm": 2.3125,
"learning_rate": 2.1800000000000003e-06,
"loss": 0.931,
"mean_token_accuracy": 0.7826357394456863,
"num_tokens": 2934980.0,
"step": 110
},
{
"entropy": 0.8383694937452674,
"epoch": 0.21364192722821854,
"grad_norm": 2.140625,
"learning_rate": 2.38e-06,
"loss": 0.9256,
"mean_token_accuracy": 0.7815470688045025,
"num_tokens": 3208702.0,
"step": 120
},
{
"entropy": 0.8249719947576523,
"epoch": 0.2314454211639034,
"grad_norm": 2.3125,
"learning_rate": 2.5800000000000003e-06,
"loss": 0.9319,
"mean_token_accuracy": 0.7833116251975298,
"num_tokens": 3480119.0,
"step": 130
},
{
"entropy": 0.8376072259619832,
"epoch": 0.2492489150995883,
"grad_norm": 2.171875,
"learning_rate": 2.7800000000000005e-06,
"loss": 0.9339,
"mean_token_accuracy": 0.7807847507297992,
"num_tokens": 3746392.0,
"step": 140
},
{
"entropy": 0.8562109092250466,
"epoch": 0.26705240903527316,
"grad_norm": 2.125,
"learning_rate": 2.9800000000000003e-06,
"loss": 0.945,
"mean_token_accuracy": 0.7766421258449554,
"num_tokens": 4019487.0,
"step": 150
},
{
"entropy": 0.8114860905334353,
"epoch": 0.28485590297095803,
"grad_norm": 2.3125,
"learning_rate": 3.1800000000000005e-06,
"loss": 0.9108,
"mean_token_accuracy": 0.7848536405712366,
"num_tokens": 4298100.0,
"step": 160
},
{
"entropy": 0.8167605808004736,
"epoch": 0.30265939690664295,
"grad_norm": 1.984375,
"learning_rate": 3.3800000000000007e-06,
"loss": 0.896,
"mean_token_accuracy": 0.7858319569379091,
"num_tokens": 4568116.0,
"step": 170
},
{
"entropy": 0.8315373951569199,
"epoch": 0.3204628908423278,
"grad_norm": 2.359375,
"learning_rate": 3.58e-06,
"loss": 0.9106,
"mean_token_accuracy": 0.7813973911106586,
"num_tokens": 4831334.0,
"step": 180
},
{
"entropy": 0.8178198751062155,
"epoch": 0.3382663847780127,
"grad_norm": 2.015625,
"learning_rate": 3.7800000000000002e-06,
"loss": 0.881,
"mean_token_accuracy": 0.7869020272046328,
"num_tokens": 5103301.0,
"step": 190
},
{
"entropy": 0.8403754932805896,
"epoch": 0.35606987871369755,
"grad_norm": 1.9921875,
"learning_rate": 3.980000000000001e-06,
"loss": 0.9115,
"mean_token_accuracy": 0.7783690184354782,
"num_tokens": 5362915.0,
"step": 200
},
{
"epoch": 0.35606987871369755,
"eval_chemistry_entropy": 0.8292876372337341,
"eval_chemistry_loss": 0.9164837598800659,
"eval_chemistry_mean_token_accuracy": 0.7834693474769592,
"eval_chemistry_num_tokens": 5362915.0,
"eval_chemistry_runtime": 34.57,
"eval_chemistry_samples_per_second": 14.463,
"eval_chemistry_steps_per_second": 3.616,
"step": 200
},
{
"epoch": 0.35606987871369755,
"eval_physics_entropy": 0.6445197880268096,
"eval_physics_loss": 0.6974144577980042,
"eval_physics_mean_token_accuracy": 0.8239417452812194,
"eval_physics_num_tokens": 5362915.0,
"eval_physics_runtime": 41.2388,
"eval_physics_samples_per_second": 12.124,
"eval_physics_steps_per_second": 3.031,
"step": 200
},
{
"entropy": 0.8109689498320222,
"epoch": 0.3738733726493824,
"grad_norm": 2.078125,
"learning_rate": 4.18e-06,
"loss": 0.856,
"mean_token_accuracy": 0.788726344704628,
"num_tokens": 5625455.0,
"step": 210
},
{
"entropy": 0.8134721567854285,
"epoch": 0.39167686658506734,
"grad_norm": 2.0,
"learning_rate": 4.38e-06,
"loss": 0.8568,
"mean_token_accuracy": 0.7867508839815855,
"num_tokens": 5890806.0,
"step": 220
},
{
"entropy": 0.8066105756908655,
"epoch": 0.4094803605207522,
"grad_norm": 2.203125,
"learning_rate": 4.58e-06,
"loss": 0.8275,
"mean_token_accuracy": 0.7900486279278993,
"num_tokens": 6158751.0,
"step": 230
},
{
"entropy": 0.8255353083834052,
"epoch": 0.4272838544564371,
"grad_norm": 2.125,
"learning_rate": 4.78e-06,
"loss": 0.8244,
"mean_token_accuracy": 0.7881908807903528,
"num_tokens": 6423747.0,
"step": 240
},
{
"entropy": 0.8402099519968033,
"epoch": 0.44508734839212194,
"grad_norm": 1.9609375,
"learning_rate": 4.980000000000001e-06,
"loss": 0.8386,
"mean_token_accuracy": 0.7834979113191366,
"num_tokens": 6684517.0,
"step": 250
},
{
"entropy": 0.8010248441249133,
"epoch": 0.4628908423278068,
"grad_norm": 2.0,
"learning_rate": 5.18e-06,
"loss": 0.7988,
"mean_token_accuracy": 0.7915425561368465,
"num_tokens": 6945659.0,
"step": 260
},
{
"entropy": 0.814286389760673,
"epoch": 0.48069433626349173,
"grad_norm": 2.28125,
"learning_rate": 5.380000000000001e-06,
"loss": 0.8029,
"mean_token_accuracy": 0.7904389422386885,
"num_tokens": 7217797.0,
"step": 270
},
{
"entropy": 0.785382822342217,
"epoch": 0.4984978301991766,
"grad_norm": 2.0,
"learning_rate": 5.580000000000001e-06,
"loss": 0.76,
"mean_token_accuracy": 0.7953414976596832,
"num_tokens": 7498182.0,
"step": 280
},
{
"entropy": 0.8195194514468312,
"epoch": 0.5163013241348615,
"grad_norm": 1.90625,
"learning_rate": 5.78e-06,
"loss": 0.7916,
"mean_token_accuracy": 0.78877494931221,
"num_tokens": 7761686.0,
"step": 290
},
{
"entropy": 0.8369470547884703,
"epoch": 0.5341048180705463,
"grad_norm": 2.375,
"learning_rate": 5.98e-06,
"loss": 0.8066,
"mean_token_accuracy": 0.786370538175106,
"num_tokens": 8026923.0,
"step": 300
},
{
"epoch": 0.5341048180705463,
"eval_chemistry_entropy": 0.818053927898407,
"eval_chemistry_loss": 0.8182278871536255,
"eval_chemistry_mean_token_accuracy": 0.7884931750297547,
"eval_chemistry_num_tokens": 8026923.0,
"eval_chemistry_runtime": 34.5992,
"eval_chemistry_samples_per_second": 14.451,
"eval_chemistry_steps_per_second": 3.613,
"step": 300
},
{
"epoch": 0.5341048180705463,
"eval_physics_entropy": 0.6585752744674682,
"eval_physics_loss": 0.6424084305763245,
"eval_physics_mean_token_accuracy": 0.8238574590682983,
"eval_physics_num_tokens": 8026923.0,
"eval_physics_runtime": 41.2472,
"eval_physics_samples_per_second": 12.122,
"eval_physics_steps_per_second": 3.031,
"step": 300
},
{
"entropy": 0.8153910035267472,
"epoch": 0.5519083120062312,
"grad_norm": 2.6875,
"learning_rate": 6.18e-06,
"loss": 0.792,
"mean_token_accuracy": 0.7901755437254906,
"num_tokens": 8301506.0,
"step": 310
},
{
"entropy": 0.8126581776887178,
"epoch": 0.5697118059419161,
"grad_norm": 1.96875,
"learning_rate": 6.380000000000001e-06,
"loss": 0.7938,
"mean_token_accuracy": 0.7923727743327618,
"num_tokens": 8559126.0,
"step": 320
},
{
"entropy": 0.8185926586389541,
"epoch": 0.587515299877601,
"grad_norm": 2.375,
"learning_rate": 6.5800000000000005e-06,
"loss": 0.7873,
"mean_token_accuracy": 0.7911712639033794,
"num_tokens": 8821088.0,
"step": 330
},
{
"entropy": 0.7809942720457912,
"epoch": 0.6053187938132859,
"grad_norm": 1.8046875,
"learning_rate": 6.780000000000001e-06,
"loss": 0.75,
"mean_token_accuracy": 0.7993631161749363,
"num_tokens": 9089866.0,
"step": 340
},
{
"entropy": 0.790563733316958,
"epoch": 0.6231222877489707,
"grad_norm": 2.03125,
"learning_rate": 6.98e-06,
"loss": 0.7666,
"mean_token_accuracy": 0.79404122158885,
"num_tokens": 9358866.0,
"step": 350
},
{
"entropy": 0.7880068564787507,
"epoch": 0.6409257816846556,
"grad_norm": 1.8203125,
"learning_rate": 7.180000000000001e-06,
"loss": 0.7467,
"mean_token_accuracy": 0.7980206806212664,
"num_tokens": 9629977.0,
"step": 360
},
{
"entropy": 0.7765095194801688,
"epoch": 0.6587292756203404,
"grad_norm": 1.921875,
"learning_rate": 7.3800000000000005e-06,
"loss": 0.7403,
"mean_token_accuracy": 0.799276452511549,
"num_tokens": 9897757.0,
"step": 370
},
{
"entropy": 0.7657832968980074,
"epoch": 0.6765327695560254,
"grad_norm": 1.96875,
"learning_rate": 7.58e-06,
"loss": 0.7391,
"mean_token_accuracy": 0.8021788071841002,
"num_tokens": 10168367.0,
"step": 380
},
{
"entropy": 0.7575604457408189,
"epoch": 0.6943362634917103,
"grad_norm": 2.03125,
"learning_rate": 7.78e-06,
"loss": 0.7274,
"mean_token_accuracy": 0.803612269833684,
"num_tokens": 10439039.0,
"step": 390
},
{
"entropy": 0.771031835861504,
"epoch": 0.7121397574273951,
"grad_norm": 1.890625,
"learning_rate": 7.980000000000002e-06,
"loss": 0.7388,
"mean_token_accuracy": 0.8006934400647878,
"num_tokens": 10709549.0,
"step": 400
},
{
"epoch": 0.7121397574273951,
"eval_chemistry_entropy": 0.8015456414222717,
"eval_chemistry_loss": 0.782933235168457,
"eval_chemistry_mean_token_accuracy": 0.7955212960243225,
"eval_chemistry_num_tokens": 10709549.0,
"eval_chemistry_runtime": 34.5635,
"eval_chemistry_samples_per_second": 14.466,
"eval_chemistry_steps_per_second": 3.617,
"step": 400
},
{
"epoch": 0.7121397574273951,
"eval_physics_entropy": 0.6612502746582031,
"eval_physics_loss": 0.6346089839935303,
"eval_physics_mean_token_accuracy": 0.8259402804374695,
"eval_physics_num_tokens": 10709549.0,
"eval_physics_runtime": 41.2249,
"eval_physics_samples_per_second": 12.129,
"eval_physics_steps_per_second": 3.032,
"step": 400
},
{
"entropy": 0.7536357572302222,
"epoch": 0.72994325136308,
"grad_norm": 2.03125,
"learning_rate": 8.18e-06,
"loss": 0.7226,
"mean_token_accuracy": 0.8046278320252895,
"num_tokens": 10976011.0,
"step": 410
},
{
"entropy": 0.7753360515460372,
"epoch": 0.7477467452987648,
"grad_norm": 1.8203125,
"learning_rate": 8.380000000000001e-06,
"loss": 0.7386,
"mean_token_accuracy": 0.8000223852694035,
"num_tokens": 11245251.0,
"step": 420
},
{
"entropy": 0.7881368083879352,
"epoch": 0.7655502392344498,
"grad_norm": 2.140625,
"learning_rate": 8.580000000000001e-06,
"loss": 0.749,
"mean_token_accuracy": 0.7968206465244293,
"num_tokens": 11518514.0,
"step": 430
},
{
"entropy": 0.7809985620900989,
"epoch": 0.7833537331701347,
"grad_norm": 2.140625,
"learning_rate": 8.78e-06,
"loss": 0.7485,
"mean_token_accuracy": 0.7970930390059948,
"num_tokens": 11787117.0,
"step": 440
},
{
"entropy": 0.7746961690485478,
"epoch": 0.8011572271058195,
"grad_norm": 2.109375,
"learning_rate": 8.98e-06,
"loss": 0.7393,
"mean_token_accuracy": 0.8000770397484303,
"num_tokens": 12050993.0,
"step": 450
},
{
"entropy": 0.7727582400664688,
"epoch": 0.8189607210415044,
"grad_norm": 2.046875,
"learning_rate": 9.180000000000002e-06,
"loss": 0.7349,
"mean_token_accuracy": 0.7991833999752999,
"num_tokens": 12311688.0,
"step": 460
},
{
"entropy": 0.7381363824009896,
"epoch": 0.8367642149771892,
"grad_norm": 1.96875,
"learning_rate": 9.38e-06,
"loss": 0.7018,
"mean_token_accuracy": 0.8056569200009107,
"num_tokens": 12598408.0,
"step": 470
},
{
"entropy": 0.7458288084715605,
"epoch": 0.8545677089128741,
"grad_norm": 1.765625,
"learning_rate": 9.58e-06,
"loss": 0.7163,
"mean_token_accuracy": 0.8052155710756779,
"num_tokens": 12869642.0,
"step": 480
},
{
"entropy": 0.7388540361076593,
"epoch": 0.8723712028485591,
"grad_norm": 1.7578125,
"learning_rate": 9.780000000000001e-06,
"loss": 0.702,
"mean_token_accuracy": 0.8063301011919976,
"num_tokens": 13139555.0,
"step": 490
},
{
"entropy": 0.7744078584015369,
"epoch": 0.8901746967842439,
"grad_norm": 1.921875,
"learning_rate": 9.980000000000001e-06,
"loss": 0.7401,
"mean_token_accuracy": 0.7977699730545282,
"num_tokens": 13396545.0,
"step": 500
},
{
"epoch": 0.8901746967842439,
"eval_chemistry_entropy": 0.7673972373008728,
"eval_chemistry_loss": 0.7539037466049194,
"eval_chemistry_mean_token_accuracy": 0.7999647192955017,
"eval_chemistry_num_tokens": 13396545.0,
"eval_chemistry_runtime": 34.5998,
"eval_chemistry_samples_per_second": 14.451,
"eval_chemistry_steps_per_second": 3.613,
"step": 500
},
{
"epoch": 0.8901746967842439,
"eval_physics_entropy": 0.6430810136795044,
"eval_physics_loss": 0.6303399205207825,
"eval_physics_mean_token_accuracy": 0.8259163227081299,
"eval_physics_num_tokens": 13396545.0,
"eval_physics_runtime": 41.284,
"eval_physics_samples_per_second": 12.111,
"eval_physics_steps_per_second": 3.028,
"step": 500
},
{
"entropy": 0.7333443723618984,
"epoch": 0.9079781907199288,
"grad_norm": 1.625,
"learning_rate": 1.018e-05,
"loss": 0.6952,
"mean_token_accuracy": 0.8094376768916846,
"num_tokens": 13667857.0,
"step": 510
},
{
"entropy": 0.7600304771214723,
"epoch": 0.9257816846556136,
"grad_norm": 1.921875,
"learning_rate": 1.038e-05,
"loss": 0.7179,
"mean_token_accuracy": 0.8037680003792047,
"num_tokens": 13932771.0,
"step": 520
},
{
"entropy": 0.7434984143823385,
"epoch": 0.9435851785912985,
"grad_norm": 1.7578125,
"learning_rate": 1.0580000000000002e-05,
"loss": 0.7058,
"mean_token_accuracy": 0.8062188472598791,
"num_tokens": 14194632.0,
"step": 530
},
{
"entropy": 0.7611551772803068,
"epoch": 0.9613886725269835,
"grad_norm": 1.8203125,
"learning_rate": 1.0780000000000002e-05,
"loss": 0.7268,
"mean_token_accuracy": 0.8000180393457412,
"num_tokens": 14457650.0,
"step": 540
},
{
"entropy": 0.7252845833078027,
"epoch": 0.9791921664626683,
"grad_norm": 1.796875,
"learning_rate": 1.0980000000000002e-05,
"loss": 0.6969,
"mean_token_accuracy": 0.8071364350616932,
"num_tokens": 14724967.0,
"step": 550
},
{
"entropy": 0.7578858522698283,
"epoch": 0.9969956603983532,
"grad_norm": 1.8671875,
"learning_rate": 1.1180000000000001e-05,
"loss": 0.7274,
"mean_token_accuracy": 0.8026934862136841,
"num_tokens": 14993272.0,
"step": 560
},
{
"entropy": 0.6899186813062237,
"epoch": 1.014242795148548,
"grad_norm": 1.6484375,
"learning_rate": 1.138e-05,
"loss": 0.6595,
"mean_token_accuracy": 0.8154077602970985,
"num_tokens": 15254936.0,
"step": 570
},
{
"entropy": 0.7271509811282157,
"epoch": 1.0320462890842328,
"grad_norm": 2.03125,
"learning_rate": 1.1580000000000001e-05,
"loss": 0.6948,
"mean_token_accuracy": 0.804929868131876,
"num_tokens": 15515007.0,
"step": 580
},
{
"entropy": 0.6891195146366954,
"epoch": 1.0498497830199176,
"grad_norm": 1.875,
"learning_rate": 1.178e-05,
"loss": 0.6619,
"mean_token_accuracy": 0.8155979864299298,
"num_tokens": 15794203.0,
"step": 590
},
{
"entropy": 0.7109181759878993,
"epoch": 1.0676532769556026,
"grad_norm": 1.828125,
"learning_rate": 1.198e-05,
"loss": 0.6773,
"mean_token_accuracy": 0.8111642371863127,
"num_tokens": 16063664.0,
"step": 600
},
{
"epoch": 1.0676532769556026,
"eval_chemistry_entropy": 0.7275329558849335,
"eval_chemistry_loss": 0.7331510186195374,
"eval_chemistry_mean_token_accuracy": 0.8037505540847778,
"eval_chemistry_num_tokens": 16063664.0,
"eval_chemistry_runtime": 34.6124,
"eval_chemistry_samples_per_second": 14.446,
"eval_chemistry_steps_per_second": 3.611,
"step": 600
},
{
"epoch": 1.0676532769556026,
"eval_physics_entropy": 0.6278075368404389,
"eval_physics_loss": 0.6282901763916016,
"eval_physics_mean_token_accuracy": 0.825420051574707,
"eval_physics_num_tokens": 16063664.0,
"eval_physics_runtime": 41.2841,
"eval_physics_samples_per_second": 12.111,
"eval_physics_steps_per_second": 3.028,
"step": 600
},
{
"entropy": 0.6886052008718252,
"epoch": 1.0854567708912874,
"grad_norm": 1.9296875,
"learning_rate": 1.218e-05,
"loss": 0.664,
"mean_token_accuracy": 0.8155276246368885,
"num_tokens": 16338303.0,
"step": 610
},
{
"entropy": 0.7301610294729471,
"epoch": 1.1032602648269723,
"grad_norm": 2.03125,
"learning_rate": 1.2380000000000002e-05,
"loss": 0.69,
"mean_token_accuracy": 0.8072479218244553,
"num_tokens": 16606302.0,
"step": 620
},
{
"entropy": 0.7009955205023288,
"epoch": 1.121063758762657,
"grad_norm": 1.921875,
"learning_rate": 1.2580000000000002e-05,
"loss": 0.6662,
"mean_token_accuracy": 0.8098525639623404,
"num_tokens": 16877071.0,
"step": 630
},
{
"entropy": 0.6957393456250429,
"epoch": 1.138867252698342,
"grad_norm": 1.7421875,
"learning_rate": 1.2780000000000001e-05,
"loss": 0.6634,
"mean_token_accuracy": 0.8121555853635073,
"num_tokens": 17145775.0,
"step": 640
},
{
"entropy": 0.7081588903442025,
"epoch": 1.156670746634027,
"grad_norm": 1.828125,
"learning_rate": 1.2980000000000001e-05,
"loss": 0.6716,
"mean_token_accuracy": 0.8104519549757242,
"num_tokens": 17410775.0,
"step": 650
},
{
"entropy": 0.7330411653965712,
"epoch": 1.1744742405697117,
"grad_norm": 2.015625,
"learning_rate": 1.3180000000000001e-05,
"loss": 0.6949,
"mean_token_accuracy": 0.8045349054038524,
"num_tokens": 17677791.0,
"step": 660
},
{
"entropy": 0.7073222378268837,
"epoch": 1.1922777345053968,
"grad_norm": 1.8046875,
"learning_rate": 1.3380000000000002e-05,
"loss": 0.666,
"mean_token_accuracy": 0.8106517169624567,
"num_tokens": 17949441.0,
"step": 670
},
{
"entropy": 0.697087805531919,
"epoch": 1.2100812284410816,
"grad_norm": 1.8203125,
"learning_rate": 1.3580000000000002e-05,
"loss": 0.6644,
"mean_token_accuracy": 0.8117371387779713,
"num_tokens": 18217742.0,
"step": 680
},
{
"entropy": 0.7058945974335075,
"epoch": 1.2278847223767664,
"grad_norm": 1.9765625,
"learning_rate": 1.378e-05,
"loss": 0.6693,
"mean_token_accuracy": 0.8107333112508058,
"num_tokens": 18487769.0,
"step": 690
},
{
"entropy": 0.6924632461741567,
"epoch": 1.2456882163124514,
"grad_norm": 1.859375,
"learning_rate": 1.398e-05,
"loss": 0.6628,
"mean_token_accuracy": 0.811711684986949,
"num_tokens": 18760296.0,
"step": 700
},
{
"epoch": 1.2456882163124514,
"eval_chemistry_entropy": 0.7344678246974945,
"eval_chemistry_loss": 0.7194931507110596,
"eval_chemistry_mean_token_accuracy": 0.8056631999015809,
"eval_chemistry_num_tokens": 18760296.0,
"eval_chemistry_runtime": 34.6183,
"eval_chemistry_samples_per_second": 14.443,
"eval_chemistry_steps_per_second": 3.611,
"step": 700
},
{
"epoch": 1.2456882163124514,
"eval_physics_entropy": 0.6411541821956634,
"eval_physics_loss": 0.6283924579620361,
"eval_physics_mean_token_accuracy": 0.8252067227363586,
"eval_physics_num_tokens": 18760296.0,
"eval_physics_runtime": 41.2883,
"eval_physics_samples_per_second": 12.11,
"eval_physics_steps_per_second": 3.027,
"step": 700
},
{
"entropy": 0.6927230576053262,
"epoch": 1.2634917102481362,
"grad_norm": 1.6796875,
"learning_rate": 1.418e-05,
"loss": 0.6577,
"mean_token_accuracy": 0.8144037745893001,
"num_tokens": 19035733.0,
"step": 710
},
{
"entropy": 0.7126594386994839,
"epoch": 1.281295204183821,
"grad_norm": 1.78125,
"learning_rate": 1.4380000000000001e-05,
"loss": 0.681,
"mean_token_accuracy": 0.80786834359169,
"num_tokens": 19311432.0,
"step": 720
},
{
"entropy": 0.6811089560389518,
"epoch": 1.299098698119506,
"grad_norm": 1.6640625,
"learning_rate": 1.4580000000000001e-05,
"loss": 0.65,
"mean_token_accuracy": 0.8166949838399887,
"num_tokens": 19593016.0,
"step": 730
},
{
"entropy": 0.6871400082483887,
"epoch": 1.3169021920551909,
"grad_norm": 1.8359375,
"learning_rate": 1.478e-05,
"loss": 0.6507,
"mean_token_accuracy": 0.8143899407237768,
"num_tokens": 19860476.0,
"step": 740
},
{
"entropy": 0.6881214780732989,
"epoch": 1.3347056859908757,
"grad_norm": 1.9375,
"learning_rate": 1.498e-05,
"loss": 0.6517,
"mean_token_accuracy": 0.8132891681045293,
"num_tokens": 20124436.0,
"step": 750
},
{
"entropy": 0.6930879963561892,
"epoch": 1.3525091799265607,
"grad_norm": 1.7734375,
"learning_rate": 1.5180000000000002e-05,
"loss": 0.6664,
"mean_token_accuracy": 0.8128124658018351,
"num_tokens": 20388027.0,
"step": 760
},
{
"entropy": 0.6938662787899375,
"epoch": 1.3703126738622455,
"grad_norm": 1.8828125,
"learning_rate": 1.5380000000000002e-05,
"loss": 0.6592,
"mean_token_accuracy": 0.812091863155365,
"num_tokens": 20656076.0,
"step": 770
},
{
"entropy": 0.7249738791957497,
"epoch": 1.3881161677979303,
"grad_norm": 1.875,
"learning_rate": 1.5580000000000003e-05,
"loss": 0.6947,
"mean_token_accuracy": 0.8059011038392783,
"num_tokens": 20911633.0,
"step": 780
},
{
"entropy": 0.7112141275778413,
"epoch": 1.4059196617336152,
"grad_norm": 1.6640625,
"learning_rate": 1.578e-05,
"loss": 0.6839,
"mean_token_accuracy": 0.8064889151602983,
"num_tokens": 21176227.0,
"step": 790
},
{
"entropy": 0.6923007164150476,
"epoch": 1.4237231556693,
"grad_norm": 1.8828125,
"learning_rate": 1.5980000000000003e-05,
"loss": 0.6619,
"mean_token_accuracy": 0.8126598935574293,
"num_tokens": 21445242.0,
"step": 800
},
{
"epoch": 1.4237231556693,
"eval_chemistry_entropy": 0.7049469864368438,
"eval_chemistry_loss": 0.7038090229034424,
"eval_chemistry_mean_token_accuracy": 0.8079238352775574,
"eval_chemistry_num_tokens": 21445242.0,
"eval_chemistry_runtime": 34.5889,
"eval_chemistry_samples_per_second": 14.456,
"eval_chemistry_steps_per_second": 3.614,
"step": 800
},
{
"epoch": 1.4237231556693,
"eval_physics_entropy": 0.6302921390533447,
"eval_physics_loss": 0.6273708343505859,
"eval_physics_mean_token_accuracy": 0.824629822731018,
"eval_physics_num_tokens": 21445242.0,
"eval_physics_runtime": 41.2241,
"eval_physics_samples_per_second": 12.129,
"eval_physics_steps_per_second": 3.032,
"step": 800
},
{
"entropy": 0.6938302194699645,
"epoch": 1.441526649604985,
"grad_norm": 1.9765625,
"learning_rate": 1.618e-05,
"loss": 0.6643,
"mean_token_accuracy": 0.8114070001989603,
"num_tokens": 21718455.0,
"step": 810
},
{
"entropy": 0.6958711674436927,
"epoch": 1.4593301435406698,
"grad_norm": 1.8203125,
"learning_rate": 1.638e-05,
"loss": 0.6619,
"mean_token_accuracy": 0.8139785166829825,
"num_tokens": 21974076.0,
"step": 820
},
{
"entropy": 0.6980619359761476,
"epoch": 1.4771336374763546,
"grad_norm": 1.828125,
"learning_rate": 1.658e-05,
"loss": 0.6687,
"mean_token_accuracy": 0.8110807090997696,
"num_tokens": 22241599.0,
"step": 830
},
{
"entropy": 0.6977157359942794,
"epoch": 1.4949371314120397,
"grad_norm": 1.9921875,
"learning_rate": 1.6780000000000002e-05,
"loss": 0.6706,
"mean_token_accuracy": 0.8098580442368984,
"num_tokens": 22510725.0,
"step": 840
},
{
"entropy": 0.6765838697552681,
"epoch": 1.5127406253477245,
"grad_norm": 1.640625,
"learning_rate": 1.698e-05,
"loss": 0.6549,
"mean_token_accuracy": 0.8153976205736398,
"num_tokens": 22778514.0,
"step": 850
},
{
"entropy": 0.6760151350870729,
"epoch": 1.5305441192834093,
"grad_norm": 1.859375,
"learning_rate": 1.718e-05,
"loss": 0.6375,
"mean_token_accuracy": 0.8156527172774076,
"num_tokens": 23051230.0,
"step": 860
},
{
"entropy": 0.6908003646880388,
"epoch": 1.5483476132190943,
"grad_norm": 1.78125,
"learning_rate": 1.7380000000000003e-05,
"loss": 0.658,
"mean_token_accuracy": 0.8122621558606624,
"num_tokens": 23306327.0,
"step": 870
},
{
"entropy": 0.6964091071859002,
"epoch": 1.5661511071547791,
"grad_norm": 1.7578125,
"learning_rate": 1.758e-05,
"loss": 0.6597,
"mean_token_accuracy": 0.811262060701847,
"num_tokens": 23573127.0,
"step": 880
},
{
"entropy": 0.6847964959219098,
"epoch": 1.583954601090464,
"grad_norm": 1.5703125,
"learning_rate": 1.7780000000000003e-05,
"loss": 0.6532,
"mean_token_accuracy": 0.8122437499463558,
"num_tokens": 23841914.0,
"step": 890
},
{
"entropy": 0.6890485780313611,
"epoch": 1.601758095026149,
"grad_norm": 1.828125,
"learning_rate": 1.798e-05,
"loss": 0.6587,
"mean_token_accuracy": 0.8129192098975182,
"num_tokens": 24105114.0,
"step": 900
},
{
"epoch": 1.601758095026149,
"eval_chemistry_entropy": 0.6863252129554749,
"eval_chemistry_loss": 0.6930021643638611,
"eval_chemistry_mean_token_accuracy": 0.8097150478363037,
"eval_chemistry_num_tokens": 24105114.0,
"eval_chemistry_runtime": 34.6005,
"eval_chemistry_samples_per_second": 14.451,
"eval_chemistry_steps_per_second": 3.613,
"step": 900
},
{
"epoch": 1.601758095026149,
"eval_physics_entropy": 0.6244586195945739,
"eval_physics_loss": 0.6287086606025696,
"eval_physics_mean_token_accuracy": 0.8245933861732483,
"eval_physics_num_tokens": 24105114.0,
"eval_physics_runtime": 41.2389,
"eval_physics_samples_per_second": 12.124,
"eval_physics_steps_per_second": 3.031,
"step": 900
},
{
"entropy": 0.6585973870009184,
"epoch": 1.6195615889618338,
"grad_norm": 1.5703125,
"learning_rate": 1.8180000000000002e-05,
"loss": 0.6354,
"mean_token_accuracy": 0.8186014011502266,
"num_tokens": 24384008.0,
"step": 910
},
{
"entropy": 0.693634419888258,
"epoch": 1.6373650828975186,
"grad_norm": 1.78125,
"learning_rate": 1.8380000000000004e-05,
"loss": 0.6526,
"mean_token_accuracy": 0.812073552981019,
"num_tokens": 24638205.0,
"step": 920
},
{
"entropy": 0.6443359967321157,
"epoch": 1.6551685768332036,
"grad_norm": 1.640625,
"learning_rate": 1.858e-05,
"loss": 0.6138,
"mean_token_accuracy": 0.8221632152795791,
"num_tokens": 24910104.0,
"step": 930
},
{
"entropy": 0.6681255014613271,
"epoch": 1.6729720707688884,
"grad_norm": 1.8828125,
"learning_rate": 1.878e-05,
"loss": 0.6349,
"mean_token_accuracy": 0.8162749476730824,
"num_tokens": 25181306.0,
"step": 940
},
{
"entropy": 0.676227905228734,
"epoch": 1.6907755647045732,
"grad_norm": 1.75,
"learning_rate": 1.898e-05,
"loss": 0.6452,
"mean_token_accuracy": 0.8150841273367405,
"num_tokens": 25449138.0,
"step": 950
},
{
"entropy": 0.6844975538551807,
"epoch": 1.7085790586402583,
"grad_norm": 1.703125,
"learning_rate": 1.918e-05,
"loss": 0.6493,
"mean_token_accuracy": 0.8142464257776737,
"num_tokens": 25709030.0,
"step": 960
},
{
"entropy": 0.684933065995574,
"epoch": 1.7263825525759429,
"grad_norm": 1.828125,
"learning_rate": 1.938e-05,
"loss": 0.6539,
"mean_token_accuracy": 0.8128440115600825,
"num_tokens": 25972807.0,
"step": 970
},
{
"entropy": 0.6664420425891876,
"epoch": 1.744186046511628,
"grad_norm": 1.5234375,
"learning_rate": 1.9580000000000002e-05,
"loss": 0.632,
"mean_token_accuracy": 0.8175933144986629,
"num_tokens": 26244955.0,
"step": 980
},
{
"entropy": 0.639144916087389,
"epoch": 1.761989540447313,
"grad_norm": 1.515625,
"learning_rate": 1.978e-05,
"loss": 0.6137,
"mean_token_accuracy": 0.8227979384362698,
"num_tokens": 26515548.0,
"step": 990
},
{
"entropy": 0.6666794860735535,
"epoch": 1.7797930343829975,
"grad_norm": 1.578125,
"learning_rate": 1.9980000000000002e-05,
"loss": 0.6268,
"mean_token_accuracy": 0.8173129990696907,
"num_tokens": 26782376.0,
"step": 1000
},
{
"epoch": 1.7797930343829975,
"eval_chemistry_entropy": 0.6736977963447571,
"eval_chemistry_loss": 0.6848514676094055,
"eval_chemistry_mean_token_accuracy": 0.8112705006599427,
"eval_chemistry_num_tokens": 26782376.0,
"eval_chemistry_runtime": 34.6023,
"eval_chemistry_samples_per_second": 14.45,
"eval_chemistry_steps_per_second": 3.612,
"step": 1000
},
{
"epoch": 1.7797930343829975,
"eval_physics_entropy": 0.6228616139888763,
"eval_physics_loss": 0.6303527355194092,
"eval_physics_mean_token_accuracy": 0.8230352792739868,
"eval_physics_num_tokens": 26782376.0,
"eval_physics_runtime": 40.9503,
"eval_physics_samples_per_second": 12.21,
"eval_physics_steps_per_second": 3.052,
"step": 1000
},
{
"entropy": 0.6698539135977626,
"epoch": 1.7975965283186826,
"grad_norm": 1.6796875,
"learning_rate": 1.9980000000000002e-05,
"loss": 0.64,
"mean_token_accuracy": 0.815592122823,
"num_tokens": 27049648.0,
"step": 1010
},
{
"entropy": 0.6951070323586463,
"epoch": 1.8154000222543676,
"grad_norm": 1.6796875,
"learning_rate": 1.995777777777778e-05,
"loss": 0.6636,
"mean_token_accuracy": 0.810206351801753,
"num_tokens": 27315061.0,
"step": 1020
},
{
"entropy": 0.6561093555763364,
"epoch": 1.8332035161900522,
"grad_norm": 1.65625,
"learning_rate": 1.9935555555555557e-05,
"loss": 0.6193,
"mean_token_accuracy": 0.8209650807082653,
"num_tokens": 27587650.0,
"step": 1030
},
{
"entropy": 0.673011284135282,
"epoch": 1.8510070101257372,
"grad_norm": 1.4609375,
"learning_rate": 1.9913333333333335e-05,
"loss": 0.6476,
"mean_token_accuracy": 0.8167991150170565,
"num_tokens": 27855458.0,
"step": 1040
},
{
"entropy": 0.6599440133199096,
"epoch": 1.868810504061422,
"grad_norm": 1.578125,
"learning_rate": 1.9891111111111112e-05,
"loss": 0.6309,
"mean_token_accuracy": 0.82068553827703,
"num_tokens": 28127703.0,
"step": 1050
},
{
"entropy": 0.6387615172192455,
"epoch": 1.8866139979971068,
"grad_norm": 1.375,
"learning_rate": 1.986888888888889e-05,
"loss": 0.6027,
"mean_token_accuracy": 0.8241243101656437,
"num_tokens": 28395128.0,
"step": 1060
},
{
"entropy": 0.661963646300137,
"epoch": 1.9044174919327919,
"grad_norm": 1.5703125,
"learning_rate": 1.9846666666666668e-05,
"loss": 0.6311,
"mean_token_accuracy": 0.817503708600998,
"num_tokens": 28662344.0,
"step": 1070
},
{
"entropy": 0.6643290909007191,
"epoch": 1.9222209858684767,
"grad_norm": 1.6953125,
"learning_rate": 1.9824444444444445e-05,
"loss": 0.6355,
"mean_token_accuracy": 0.8175244953483343,
"num_tokens": 28928769.0,
"step": 1080
},
{
"entropy": 0.663678290694952,
"epoch": 1.9400244798041615,
"grad_norm": 1.8359375,
"learning_rate": 1.9802222222222226e-05,
"loss": 0.6318,
"mean_token_accuracy": 0.8165966872125864,
"num_tokens": 29186214.0,
"step": 1090
},
{
"entropy": 0.6729184232652188,
"epoch": 1.9578279737398465,
"grad_norm": 1.5078125,
"learning_rate": 1.978e-05,
"loss": 0.6437,
"mean_token_accuracy": 0.8148789752274752,
"num_tokens": 29446445.0,
"step": 1100
},
{
"epoch": 1.9578279737398465,
"eval_chemistry_entropy": 0.667749724149704,
"eval_chemistry_loss": 0.670352041721344,
"eval_chemistry_mean_token_accuracy": 0.8144329328536988,
"eval_chemistry_num_tokens": 29446445.0,
"eval_chemistry_runtime": 34.5967,
"eval_chemistry_samples_per_second": 14.452,
"eval_chemistry_steps_per_second": 3.613,
"step": 1100
},
{
"epoch": 1.9578279737398465,
"eval_physics_entropy": 0.6239387395381928,
"eval_physics_loss": 0.6269068121910095,
"eval_physics_mean_token_accuracy": 0.8240941405296326,
"eval_physics_num_tokens": 29446445.0,
"eval_physics_runtime": 41.2535,
"eval_physics_samples_per_second": 12.12,
"eval_physics_steps_per_second": 3.03,
"step": 1100
},
{
"entropy": 0.6582659302279353,
"epoch": 1.9756314676755313,
"grad_norm": 1.5234375,
"learning_rate": 1.975777777777778e-05,
"loss": 0.6207,
"mean_token_accuracy": 0.8203308090567589,
"num_tokens": 29711771.0,
"step": 1110
},
{
"entropy": 0.6604506926611066,
"epoch": 1.9934349616112161,
"grad_norm": 1.65625,
"learning_rate": 1.9735555555555556e-05,
"loss": 0.6317,
"mean_token_accuracy": 0.8193308029323816,
"num_tokens": 29979994.0,
"step": 1120
},
{
"entropy": 0.604119231431715,
"epoch": 2.010682096361411,
"grad_norm": 1.6953125,
"learning_rate": 1.9713333333333337e-05,
"loss": 0.5701,
"mean_token_accuracy": 0.83187814950943,
"num_tokens": 30240793.0,
"step": 1130
},
{
"entropy": 0.5444270031526685,
"epoch": 2.028485590297096,
"grad_norm": 1.671875,
"learning_rate": 1.969111111111111e-05,
"loss": 0.5188,
"mean_token_accuracy": 0.8410136397928,
"num_tokens": 30503988.0,
"step": 1140
},
{
"entropy": 0.5468037134036422,
"epoch": 2.0462890842327806,
"grad_norm": 1.8125,
"learning_rate": 1.9668888888888892e-05,
"loss": 0.5163,
"mean_token_accuracy": 0.8412827380001545,
"num_tokens": 30771841.0,
"step": 1150
},
{
"entropy": 0.5360686406493187,
"epoch": 2.0640925781684656,
"grad_norm": 1.8203125,
"learning_rate": 1.9646666666666666e-05,
"loss": 0.5083,
"mean_token_accuracy": 0.8440209306776524,
"num_tokens": 31045037.0,
"step": 1160
},
{
"entropy": 0.5755055965855718,
"epoch": 2.0818960721041506,
"grad_norm": 1.7890625,
"learning_rate": 1.9624444444444447e-05,
"loss": 0.5422,
"mean_token_accuracy": 0.8334469784051179,
"num_tokens": 31299575.0,
"step": 1170
},
{
"entropy": 0.5716140467673541,
"epoch": 2.099699566039835,
"grad_norm": 1.8671875,
"learning_rate": 1.9602222222222225e-05,
"loss": 0.5423,
"mean_token_accuracy": 0.8336410760879517,
"num_tokens": 31565963.0,
"step": 1180
},
{
"entropy": 0.5382599098607898,
"epoch": 2.1175030599755202,
"grad_norm": 1.6484375,
"learning_rate": 1.9580000000000002e-05,
"loss": 0.5168,
"mean_token_accuracy": 0.8428799293935298,
"num_tokens": 31834212.0,
"step": 1190
},
{
"entropy": 0.5634422322735191,
"epoch": 2.1353065539112053,
"grad_norm": 1.6953125,
"learning_rate": 1.955777777777778e-05,
"loss": 0.5327,
"mean_token_accuracy": 0.8359647855162621,
"num_tokens": 32103356.0,
"step": 1200
},
{
"epoch": 2.1353065539112053,
"eval_chemistry_entropy": 0.5813326196670532,
"eval_chemistry_loss": 0.6811516284942627,
"eval_chemistry_mean_token_accuracy": 0.8141688752174377,
"eval_chemistry_num_tokens": 32103356.0,
"eval_chemistry_runtime": 34.6182,
"eval_chemistry_samples_per_second": 14.443,
"eval_chemistry_steps_per_second": 3.611,
"step": 1200
},
{
"epoch": 2.1353065539112053,
"eval_physics_entropy": 0.5421837236881256,
"eval_physics_loss": 0.6482248306274414,
"eval_physics_mean_token_accuracy": 0.8212747263908386,
"eval_physics_num_tokens": 32103356.0,
"eval_physics_runtime": 41.2474,
"eval_physics_samples_per_second": 12.122,
"eval_physics_steps_per_second": 3.03,
"step": 1200
},
{
"entropy": 0.5539132442325354,
"epoch": 2.15311004784689,
"grad_norm": 1.6171875,
"learning_rate": 1.9535555555555557e-05,
"loss": 0.519,
"mean_token_accuracy": 0.8395270679146052,
"num_tokens": 32374830.0,
"step": 1210
},
{
"entropy": 0.5340574728325009,
"epoch": 2.170913541782575,
"grad_norm": 1.671875,
"learning_rate": 1.9513333333333335e-05,
"loss": 0.5083,
"mean_token_accuracy": 0.8442022494971753,
"num_tokens": 32643479.0,
"step": 1220
},
{
"entropy": 0.540911185927689,
"epoch": 2.18871703571826,
"grad_norm": 1.6953125,
"learning_rate": 1.9491111111111113e-05,
"loss": 0.5126,
"mean_token_accuracy": 0.8427833508700132,
"num_tokens": 32908761.0,
"step": 1230
},
{
"entropy": 0.5624004138633609,
"epoch": 2.2065205296539445,
"grad_norm": 1.5625,
"learning_rate": 1.946888888888889e-05,
"loss": 0.5288,
"mean_token_accuracy": 0.8391110297292471,
"num_tokens": 33166413.0,
"step": 1240
},
{
"entropy": 0.5559011250734329,
"epoch": 2.2243240235896296,
"grad_norm": 1.53125,
"learning_rate": 1.9446666666666668e-05,
"loss": 0.5314,
"mean_token_accuracy": 0.8375788435339928,
"num_tokens": 33432686.0,
"step": 1250
},
{
"entropy": 0.5524005191400647,
"epoch": 2.242127517525314,
"grad_norm": 1.8671875,
"learning_rate": 1.9424444444444446e-05,
"loss": 0.5252,
"mean_token_accuracy": 0.8396644528955222,
"num_tokens": 33693242.0,
"step": 1260
},
{
"entropy": 0.5266111794859171,
"epoch": 2.259931011460999,
"grad_norm": 1.6953125,
"learning_rate": 1.9402222222222223e-05,
"loss": 0.4966,
"mean_token_accuracy": 0.847085589542985,
"num_tokens": 33970820.0,
"step": 1270
},
{
"entropy": 0.5435060489922762,
"epoch": 2.277734505396684,
"grad_norm": 1.75,
"learning_rate": 1.938e-05,
"loss": 0.5191,
"mean_token_accuracy": 0.8409085746854543,
"num_tokens": 34243042.0,
"step": 1280
},
{
"entropy": 0.5497656201943755,
"epoch": 2.295537999332369,
"grad_norm": 1.6875,
"learning_rate": 1.935777777777778e-05,
"loss": 0.5245,
"mean_token_accuracy": 0.8400060147047043,
"num_tokens": 34515236.0,
"step": 1290
},
{
"entropy": 0.5251918986439705,
"epoch": 2.313341493268054,
"grad_norm": 1.6484375,
"learning_rate": 1.9335555555555556e-05,
"loss": 0.4979,
"mean_token_accuracy": 0.848014684766531,
"num_tokens": 34785068.0,
"step": 1300
},
{
"epoch": 2.313341493268054,
"eval_chemistry_entropy": 0.5687024412155152,
"eval_chemistry_loss": 0.6814095377922058,
"eval_chemistry_mean_token_accuracy": 0.8144371585845948,
"eval_chemistry_num_tokens": 34785068.0,
"eval_chemistry_runtime": 34.6075,
"eval_chemistry_samples_per_second": 14.448,
"eval_chemistry_steps_per_second": 3.612,
"step": 1300
},
{
"epoch": 2.313341493268054,
"eval_physics_entropy": 0.5373544907569885,
"eval_physics_loss": 0.6523818373680115,
"eval_physics_mean_token_accuracy": 0.8211935892105102,
"eval_physics_num_tokens": 34785068.0,
"eval_physics_runtime": 41.2549,
"eval_physics_samples_per_second": 12.12,
"eval_physics_steps_per_second": 3.03,
"step": 1300
},
{
"entropy": 0.5557622062042356,
"epoch": 2.331144987203739,
"grad_norm": 1.4921875,
"learning_rate": 1.9313333333333334e-05,
"loss": 0.5275,
"mean_token_accuracy": 0.8374897003173828,
"num_tokens": 35055845.0,
"step": 1310
},
{
"entropy": 0.5468069275841116,
"epoch": 2.3489484811394234,
"grad_norm": 1.6015625,
"learning_rate": 1.9291111111111115e-05,
"loss": 0.5189,
"mean_token_accuracy": 0.8414008297026158,
"num_tokens": 35327481.0,
"step": 1320
},
{
"entropy": 0.5578970231115818,
"epoch": 2.3667519750751085,
"grad_norm": 1.65625,
"learning_rate": 1.926888888888889e-05,
"loss": 0.5327,
"mean_token_accuracy": 0.837207018584013,
"num_tokens": 35596362.0,
"step": 1330
},
{
"entropy": 0.5461308034136891,
"epoch": 2.3845554690107935,
"grad_norm": 1.6328125,
"learning_rate": 1.924666666666667e-05,
"loss": 0.5144,
"mean_token_accuracy": 0.8420327302068472,
"num_tokens": 35869585.0,
"step": 1340
},
{
"entropy": 0.5518748119473458,
"epoch": 2.402358962946478,
"grad_norm": 1.765625,
"learning_rate": 1.9224444444444444e-05,
"loss": 0.5271,
"mean_token_accuracy": 0.8386039260774851,
"num_tokens": 36134072.0,
"step": 1350
},
{
"entropy": 0.5443382592871785,
"epoch": 2.420162456882163,
"grad_norm": 1.6015625,
"learning_rate": 1.9202222222222225e-05,
"loss": 0.5177,
"mean_token_accuracy": 0.8425142876803875,
"num_tokens": 36406263.0,
"step": 1360
},
{
"entropy": 0.5503683429211378,
"epoch": 2.437965950817848,
"grad_norm": 1.71875,
"learning_rate": 1.918e-05,
"loss": 0.5193,
"mean_token_accuracy": 0.8414091795682908,
"num_tokens": 36676822.0,
"step": 1370
},
{
"entropy": 0.5444278137758374,
"epoch": 2.4557694447535328,
"grad_norm": 1.8515625,
"learning_rate": 1.915777777777778e-05,
"loss": 0.5187,
"mean_token_accuracy": 0.841403117403388,
"num_tokens": 36942837.0,
"step": 1380
},
{
"entropy": 0.5489616293460131,
"epoch": 2.473572938689218,
"grad_norm": 1.8046875,
"learning_rate": 1.9135555555555555e-05,
"loss": 0.523,
"mean_token_accuracy": 0.8393812999129295,
"num_tokens": 37210791.0,
"step": 1390
},
{
"entropy": 0.5314275240525603,
"epoch": 2.491376432624903,
"grad_norm": 1.7265625,
"learning_rate": 1.9113333333333336e-05,
"loss": 0.5119,
"mean_token_accuracy": 0.8442874882370234,
"num_tokens": 37485822.0,
"step": 1400
},
{
"epoch": 2.491376432624903,
"eval_chemistry_entropy": 0.5652910959720612,
"eval_chemistry_loss": 0.6705389618873596,
"eval_chemistry_mean_token_accuracy": 0.8175577726364136,
"eval_chemistry_num_tokens": 37485822.0,
"eval_chemistry_runtime": 34.6247,
"eval_chemistry_samples_per_second": 14.441,
"eval_chemistry_steps_per_second": 3.61,
"step": 1400
},
{
"epoch": 2.491376432624903,
"eval_physics_entropy": 0.5328873710632325,
"eval_physics_loss": 0.6484245657920837,
"eval_physics_mean_token_accuracy": 0.8219989495277404,
"eval_physics_num_tokens": 37485822.0,
"eval_physics_runtime": 41.2499,
"eval_physics_samples_per_second": 12.121,
"eval_physics_steps_per_second": 3.03,
"step": 1400
},
{
"entropy": 0.5436741337180138,
"epoch": 2.5091799265605874,
"grad_norm": 1.65625,
"learning_rate": 1.9091111111111113e-05,
"loss": 0.5135,
"mean_token_accuracy": 0.8424118865281344,
"num_tokens": 37746150.0,
"step": 1410
},
{
"entropy": 0.5462065914645791,
"epoch": 2.5269834204962724,
"grad_norm": 1.609375,
"learning_rate": 1.906888888888889e-05,
"loss": 0.5158,
"mean_token_accuracy": 0.8402331713587046,
"num_tokens": 38016863.0,
"step": 1420
},
{
"entropy": 0.56711411960423,
"epoch": 2.544786914431957,
"grad_norm": 1.9765625,
"learning_rate": 1.904666666666667e-05,
"loss": 0.5349,
"mean_token_accuracy": 0.8344442717730999,
"num_tokens": 38277754.0,
"step": 1430
},
{
"entropy": 0.5571039380505681,
"epoch": 2.562590408367642,
"grad_norm": 1.734375,
"learning_rate": 1.9024444444444446e-05,
"loss": 0.529,
"mean_token_accuracy": 0.8378622565418482,
"num_tokens": 38542761.0,
"step": 1440
},
{
"entropy": 0.5426763394847512,
"epoch": 2.580393902303327,
"grad_norm": 1.796875,
"learning_rate": 1.9002222222222224e-05,
"loss": 0.5159,
"mean_token_accuracy": 0.8411751441657543,
"num_tokens": 38820999.0,
"step": 1450
},
{
"entropy": 0.5453944187611341,
"epoch": 2.598197396239012,
"grad_norm": 1.6953125,
"learning_rate": 1.898e-05,
"loss": 0.5238,
"mean_token_accuracy": 0.8403888408094644,
"num_tokens": 39080016.0,
"step": 1460
},
{
"entropy": 0.5451987128704786,
"epoch": 2.6160008901746967,
"grad_norm": 1.7734375,
"learning_rate": 1.895777777777778e-05,
"loss": 0.5123,
"mean_token_accuracy": 0.8426350578665733,
"num_tokens": 39345434.0,
"step": 1470
},
{
"entropy": 0.5478348048403859,
"epoch": 2.6338043841103818,
"grad_norm": 1.78125,
"learning_rate": 1.8935555555555556e-05,
"loss": 0.5212,
"mean_token_accuracy": 0.8402178969234229,
"num_tokens": 39610041.0,
"step": 1480
},
{
"entropy": 0.5249082477763295,
"epoch": 2.6516078780460663,
"grad_norm": 1.7890625,
"learning_rate": 1.8913333333333334e-05,
"loss": 0.4993,
"mean_token_accuracy": 0.8461574167013168,
"num_tokens": 39884185.0,
"step": 1490
},
{
"entropy": 0.5606990542262793,
"epoch": 2.6694113719817514,
"grad_norm": 1.953125,
"learning_rate": 1.8891111111111115e-05,
"loss": 0.533,
"mean_token_accuracy": 0.8361463028937578,
"num_tokens": 40143543.0,
"step": 1500
},
{
"epoch": 2.6694113719817514,
"eval_chemistry_entropy": 0.5683894844055176,
"eval_chemistry_loss": 0.6641016602516174,
"eval_chemistry_mean_token_accuracy": 0.817899118423462,
"eval_chemistry_num_tokens": 40143543.0,
"eval_chemistry_runtime": 34.613,
"eval_chemistry_samples_per_second": 14.445,
"eval_chemistry_steps_per_second": 3.611,
"step": 1500
},
{
"epoch": 2.6694113719817514,
"eval_physics_entropy": 0.5443970229625702,
"eval_physics_loss": 0.6480051279067993,
"eval_physics_mean_token_accuracy": 0.8217208013534546,
"eval_physics_num_tokens": 40143543.0,
"eval_physics_runtime": 40.9767,
"eval_physics_samples_per_second": 12.202,
"eval_physics_steps_per_second": 3.051,
"step": 1500
},
{
"entropy": 0.5430334324017168,
"epoch": 2.6872148659174364,
"grad_norm": 1.7421875,
"learning_rate": 1.886888888888889e-05,
"loss": 0.5152,
"mean_token_accuracy": 0.8425797671079636,
"num_tokens": 40406812.0,
"step": 1510
},
{
"entropy": 0.5591320911422372,
"epoch": 2.7050183598531214,
"grad_norm": 1.8359375,
"learning_rate": 1.884666666666667e-05,
"loss": 0.5348,
"mean_token_accuracy": 0.8362568471580744,
"num_tokens": 40668543.0,
"step": 1520
},
{
"entropy": 0.5530628427863121,
"epoch": 2.722821853788806,
"grad_norm": 1.6953125,
"learning_rate": 1.8824444444444445e-05,
"loss": 0.518,
"mean_token_accuracy": 0.8411050379276276,
"num_tokens": 40942603.0,
"step": 1530
},
{
"entropy": 0.556857710890472,
"epoch": 2.740625347724491,
"grad_norm": 1.6796875,
"learning_rate": 1.8802222222222226e-05,
"loss": 0.5243,
"mean_token_accuracy": 0.838795681297779,
"num_tokens": 41208093.0,
"step": 1540
},
{
"entropy": 0.5422420864924788,
"epoch": 2.7584288416601757,
"grad_norm": 1.609375,
"learning_rate": 1.878e-05,
"loss": 0.5204,
"mean_token_accuracy": 0.8388970494270325,
"num_tokens": 41477562.0,
"step": 1550
},
{
"entropy": 0.5319694015197456,
"epoch": 2.7762323355958607,
"grad_norm": 1.8359375,
"learning_rate": 1.875777777777778e-05,
"loss": 0.5078,
"mean_token_accuracy": 0.8438673295080662,
"num_tokens": 41746571.0,
"step": 1560
},
{
"entropy": 0.5427202990278601,
"epoch": 2.7940358295315457,
"grad_norm": 1.703125,
"learning_rate": 1.873555555555556e-05,
"loss": 0.5141,
"mean_token_accuracy": 0.842416912689805,
"num_tokens": 42011633.0,
"step": 1570
},
{
"entropy": 0.5518008042126894,
"epoch": 2.8118393234672303,
"grad_norm": 1.546875,
"learning_rate": 1.8713333333333336e-05,
"loss": 0.5238,
"mean_token_accuracy": 0.8391041114926339,
"num_tokens": 42283087.0,
"step": 1580
},
{
"entropy": 0.5269314305856824,
"epoch": 2.8296428174029153,
"grad_norm": 1.4375,
"learning_rate": 1.8691111111111114e-05,
"loss": 0.5,
"mean_token_accuracy": 0.8462934419512749,
"num_tokens": 42561534.0,
"step": 1590
},
{
"entropy": 0.54100974611938,
"epoch": 2.8474463113386,
"grad_norm": 1.6328125,
"learning_rate": 1.866888888888889e-05,
"loss": 0.5206,
"mean_token_accuracy": 0.8429192952811718,
"num_tokens": 42834266.0,
"step": 1600
},
{
"epoch": 2.8474463113386,
"eval_chemistry_entropy": 0.5678292090892791,
"eval_chemistry_loss": 0.6582387089729309,
"eval_chemistry_mean_token_accuracy": 0.8187746982574463,
"eval_chemistry_num_tokens": 42834266.0,
"eval_chemistry_runtime": 34.6036,
"eval_chemistry_samples_per_second": 14.449,
"eval_chemistry_steps_per_second": 3.612,
"step": 1600
},
{
"epoch": 2.8474463113386,
"eval_physics_entropy": 0.5397046103477477,
"eval_physics_loss": 0.6487213969230652,
"eval_physics_mean_token_accuracy": 0.8217604222297669,
"eval_physics_num_tokens": 42834266.0,
"eval_physics_runtime": 41.2474,
"eval_physics_samples_per_second": 12.122,
"eval_physics_steps_per_second": 3.03,
"step": 1600
},
{
"entropy": 0.5642041997984052,
"epoch": 2.865249805274285,
"grad_norm": 1.796875,
"learning_rate": 1.864666666666667e-05,
"loss": 0.5371,
"mean_token_accuracy": 0.8362252287566662,
"num_tokens": 43100513.0,
"step": 1610
},
{
"entropy": 0.553196731954813,
"epoch": 2.88305329920997,
"grad_norm": 1.65625,
"learning_rate": 1.8624444444444446e-05,
"loss": 0.5214,
"mean_token_accuracy": 0.8403059497475625,
"num_tokens": 43375632.0,
"step": 1620
},
{
"entropy": 0.5369223712012172,
"epoch": 2.900856793145655,
"grad_norm": 1.640625,
"learning_rate": 1.8602222222222224e-05,
"loss": 0.5167,
"mean_token_accuracy": 0.8430781438946724,
"num_tokens": 43644341.0,
"step": 1630
},
{
"entropy": 0.5357730442658066,
"epoch": 2.9186602870813396,
"grad_norm": 1.78125,
"learning_rate": 1.858e-05,
"loss": 0.5061,
"mean_token_accuracy": 0.8430858284235001,
"num_tokens": 43917580.0,
"step": 1640
},
{
"entropy": 0.5374868368729949,
"epoch": 2.9364637810170247,
"grad_norm": 1.7578125,
"learning_rate": 1.855777777777778e-05,
"loss": 0.5116,
"mean_token_accuracy": 0.8447067823261023,
"num_tokens": 44177325.0,
"step": 1650
},
{
"entropy": 0.5514863247051836,
"epoch": 2.9542672749527092,
"grad_norm": 1.6953125,
"learning_rate": 1.8535555555555557e-05,
"loss": 0.5211,
"mean_token_accuracy": 0.8395764529705048,
"num_tokens": 44442947.0,
"step": 1660
},
{
"entropy": 0.5531215896829963,
"epoch": 2.9720707688883943,
"grad_norm": 1.8515625,
"learning_rate": 1.8513333333333335e-05,
"loss": 0.5287,
"mean_token_accuracy": 0.8382051270455122,
"num_tokens": 44700601.0,
"step": 1670
},
{
"entropy": 0.5407275201752781,
"epoch": 2.9898742628240793,
"grad_norm": 1.59375,
"learning_rate": 1.8491111111111112e-05,
"loss": 0.51,
"mean_token_accuracy": 0.844194658845663,
"num_tokens": 44971479.0,
"step": 1680
},
{
"entropy": 0.49610343229386117,
"epoch": 3.007121397574274,
"grad_norm": 1.65625,
"learning_rate": 1.846888888888889e-05,
"loss": 0.4379,
"mean_token_accuracy": 0.8622554202233591,
"num_tokens": 45231796.0,
"step": 1690
},
{
"entropy": 0.3639660466462374,
"epoch": 3.0249248915099587,
"grad_norm": 2.171875,
"learning_rate": 1.8446666666666667e-05,
"loss": 0.3489,
"mean_token_accuracy": 0.8842393532395363,
"num_tokens": 45500317.0,
"step": 1700
},
{
"epoch": 3.0249248915099587,
"eval_chemistry_entropy": 0.40514632713794707,
"eval_chemistry_loss": 0.756369411945343,
"eval_chemistry_mean_token_accuracy": 0.815176130771637,
"eval_chemistry_num_tokens": 45500317.0,
"eval_chemistry_runtime": 34.6159,
"eval_chemistry_samples_per_second": 14.444,
"eval_chemistry_steps_per_second": 3.611,
"step": 1700
},
{
"epoch": 3.0249248915099587,
"eval_physics_entropy": 0.4021349341869354,
"eval_physics_loss": 0.7458917498588562,
"eval_physics_mean_token_accuracy": 0.8158441076278686,
"eval_physics_num_tokens": 45500317.0,
"eval_physics_runtime": 41.2473,
"eval_physics_samples_per_second": 12.122,
"eval_physics_steps_per_second": 3.031,
"step": 1700
},
{
"entropy": 0.35829943269491193,
"epoch": 3.0427283854456437,
"grad_norm": 2.125,
"learning_rate": 1.842444444444445e-05,
"loss": 0.3155,
"mean_token_accuracy": 0.8941227950155735,
"num_tokens": 45762680.0,
"step": 1710
},
{
"entropy": 0.3386535131372511,
"epoch": 3.0605318793813288,
"grad_norm": 2.296875,
"learning_rate": 1.8402222222222223e-05,
"loss": 0.3128,
"mean_token_accuracy": 0.8955158289521933,
"num_tokens": 46029923.0,
"step": 1720
},
{
"entropy": 0.3458150915801525,
"epoch": 3.0783353733170133,
"grad_norm": 2.078125,
"learning_rate": 1.8380000000000004e-05,
"loss": 0.3192,
"mean_token_accuracy": 0.8931533485651016,
"num_tokens": 46305156.0,
"step": 1730
},
{
"entropy": 0.3377646486274898,
"epoch": 3.0961388672526984,
"grad_norm": 2.1875,
"learning_rate": 1.8357777777777778e-05,
"loss": 0.3127,
"mean_token_accuracy": 0.8952449705451727,
"num_tokens": 46582874.0,
"step": 1740
},
{
"entropy": 0.35565020963549615,
"epoch": 3.1139423611883834,
"grad_norm": 2.59375,
"learning_rate": 1.833555555555556e-05,
"loss": 0.327,
"mean_token_accuracy": 0.8901556842029095,
"num_tokens": 46850175.0,
"step": 1750
},
{
"entropy": 0.3427689325064421,
"epoch": 3.131745855124068,
"grad_norm": 2.0625,
"learning_rate": 1.8313333333333333e-05,
"loss": 0.3146,
"mean_token_accuracy": 0.8948938645422458,
"num_tokens": 47125899.0,
"step": 1760
},
{
"entropy": 0.345877396594733,
"epoch": 3.149549349059753,
"grad_norm": 2.421875,
"learning_rate": 1.8291111111111114e-05,
"loss": 0.3207,
"mean_token_accuracy": 0.8928927041590213,
"num_tokens": 47390194.0,
"step": 1770
},
{
"entropy": 0.3544696198776364,
"epoch": 3.167352842995438,
"grad_norm": 2.203125,
"learning_rate": 1.8268888888888888e-05,
"loss": 0.324,
"mean_token_accuracy": 0.8916583750396967,
"num_tokens": 47654784.0,
"step": 1780
},
{
"entropy": 0.345364089962095,
"epoch": 3.1851563369311227,
"grad_norm": 2.25,
"learning_rate": 1.824666666666667e-05,
"loss": 0.32,
"mean_token_accuracy": 0.8935606256127357,
"num_tokens": 47919400.0,
"step": 1790
},
{
"entropy": 0.3512003905139863,
"epoch": 3.2029598308668077,
"grad_norm": 2.28125,
"learning_rate": 1.8224444444444447e-05,
"loss": 0.3262,
"mean_token_accuracy": 0.8913596641272307,
"num_tokens": 48187796.0,
"step": 1800
},
{
"epoch": 3.2029598308668077,
"eval_chemistry_entropy": 0.39868619096279145,
"eval_chemistry_loss": 0.7814938426017761,
"eval_chemistry_mean_token_accuracy": 0.8135026731491088,
"eval_chemistry_num_tokens": 48187796.0,
"eval_chemistry_runtime": 34.5848,
"eval_chemistry_samples_per_second": 14.457,
"eval_chemistry_steps_per_second": 3.614,
"step": 1800
},
{
"epoch": 3.2029598308668077,
"eval_physics_entropy": 0.38585546863079073,
"eval_physics_loss": 0.785114049911499,
"eval_physics_mean_token_accuracy": 0.8136380562782287,
"eval_physics_num_tokens": 48187796.0,
"eval_physics_runtime": 41.2383,
"eval_physics_samples_per_second": 12.125,
"eval_physics_steps_per_second": 3.031,
"step": 1800
},
{
"entropy": 0.34991011349484324,
"epoch": 3.2207633248024923,
"grad_norm": 2.21875,
"learning_rate": 1.8202222222222225e-05,
"loss": 0.3223,
"mean_token_accuracy": 0.8920448690652847,
"num_tokens": 48457428.0,
"step": 1810
},
{
"entropy": 0.3759195095859468,
"epoch": 3.2385668187381773,
"grad_norm": 2.359375,
"learning_rate": 1.8180000000000002e-05,
"loss": 0.341,
"mean_token_accuracy": 0.8847057934850454,
"num_tokens": 48716417.0,
"step": 1820
},
{
"entropy": 0.3503100727684796,
"epoch": 3.2563703126738623,
"grad_norm": 2.234375,
"learning_rate": 1.815777777777778e-05,
"loss": 0.3211,
"mean_token_accuracy": 0.8925649128854275,
"num_tokens": 48977306.0,
"step": 1830
},
{
"entropy": 0.34978028303012254,
"epoch": 3.274173806609547,
"grad_norm": 2.09375,
"learning_rate": 1.8135555555555557e-05,
"loss": 0.3206,
"mean_token_accuracy": 0.8920259241014719,
"num_tokens": 49249667.0,
"step": 1840
},
{
"entropy": 0.35568869626149535,
"epoch": 3.291977300545232,
"grad_norm": 2.109375,
"learning_rate": 1.8113333333333335e-05,
"loss": 0.3283,
"mean_token_accuracy": 0.8901085384190083,
"num_tokens": 49520900.0,
"step": 1850
},
{
"entropy": 0.35994688216596843,
"epoch": 3.309780794480917,
"grad_norm": 2.34375,
"learning_rate": 1.8091111111111113e-05,
"loss": 0.3309,
"mean_token_accuracy": 0.8887050859630108,
"num_tokens": 49786411.0,
"step": 1860
},
{
"entropy": 0.34956529131159186,
"epoch": 3.3275842884166016,
"grad_norm": 2.140625,
"learning_rate": 1.806888888888889e-05,
"loss": 0.3194,
"mean_token_accuracy": 0.8924664918333292,
"num_tokens": 50056207.0,
"step": 1870
},
{
"entropy": 0.35508423103019593,
"epoch": 3.3453877823522866,
"grad_norm": 2.078125,
"learning_rate": 1.8046666666666668e-05,
"loss": 0.3273,
"mean_token_accuracy": 0.8904457587748766,
"num_tokens": 50330876.0,
"step": 1880
},
{
"entropy": 0.35782372783869504,
"epoch": 3.3631912762879717,
"grad_norm": 2.4375,
"learning_rate": 1.8024444444444445e-05,
"loss": 0.3313,
"mean_token_accuracy": 0.8893947552889585,
"num_tokens": 50602004.0,
"step": 1890
},
{
"entropy": 0.36222805520519613,
"epoch": 3.3809947702236562,
"grad_norm": 2.203125,
"learning_rate": 1.8002222222222223e-05,
"loss": 0.3328,
"mean_token_accuracy": 0.8882043663412332,
"num_tokens": 50873444.0,
"step": 1900
},
{
"epoch": 3.3809947702236562,
"eval_chemistry_entropy": 0.3968628585338593,
"eval_chemistry_loss": 0.7823912501335144,
"eval_chemistry_mean_token_accuracy": 0.8138084063529968,
"eval_chemistry_num_tokens": 50873444.0,
"eval_chemistry_runtime": 34.5801,
"eval_chemistry_samples_per_second": 14.459,
"eval_chemistry_steps_per_second": 3.615,
"step": 1900
},
{
"epoch": 3.3809947702236562,
"eval_physics_entropy": 0.3825342948436737,
"eval_physics_loss": 0.789954423904419,
"eval_physics_mean_token_accuracy": 0.8131929535865784,
"eval_physics_num_tokens": 50873444.0,
"eval_physics_runtime": 41.2311,
"eval_physics_samples_per_second": 12.127,
"eval_physics_steps_per_second": 3.032,
"step": 1900
},
{
"entropy": 0.3620292558334768,
"epoch": 3.3987982641593413,
"grad_norm": 2.28125,
"learning_rate": 1.798e-05,
"loss": 0.3342,
"mean_token_accuracy": 0.8878430653363466,
"num_tokens": 51141077.0,
"step": 1910
},
{
"entropy": 0.3582372093573213,
"epoch": 3.4166017580950263,
"grad_norm": 2.375,
"learning_rate": 1.7957777777777778e-05,
"loss": 0.3297,
"mean_token_accuracy": 0.8890867009758949,
"num_tokens": 51406483.0,
"step": 1920
},
{
"entropy": 0.3618839686736465,
"epoch": 3.434405252030711,
"grad_norm": 2.4375,
"learning_rate": 1.7935555555555556e-05,
"loss": 0.3301,
"mean_token_accuracy": 0.8890988543629647,
"num_tokens": 51668458.0,
"step": 1930
},
{
"entropy": 0.36373381447046993,
"epoch": 3.452208745966396,
"grad_norm": 2.484375,
"learning_rate": 1.7913333333333337e-05,
"loss": 0.3361,
"mean_token_accuracy": 0.8878721829503775,
"num_tokens": 51928199.0,
"step": 1940
},
{
"entropy": 0.35968201477080586,
"epoch": 3.470012239902081,
"grad_norm": 2.21875,
"learning_rate": 1.789111111111111e-05,
"loss": 0.3309,
"mean_token_accuracy": 0.8883917711675167,
"num_tokens": 52199244.0,
"step": 1950
},
{
"entropy": 0.35602816781029106,
"epoch": 3.4878157338377656,
"grad_norm": 2.375,
"learning_rate": 1.7868888888888892e-05,
"loss": 0.3274,
"mean_token_accuracy": 0.8896724134683609,
"num_tokens": 52473476.0,
"step": 1960
},
{
"entropy": 0.3581710479222238,
"epoch": 3.5056192277734506,
"grad_norm": 1.9921875,
"learning_rate": 1.7846666666666666e-05,
"loss": 0.3307,
"mean_token_accuracy": 0.8886904548853636,
"num_tokens": 52743275.0,
"step": 1970
},
{
"entropy": 0.3580263523384929,
"epoch": 3.523422721709135,
"grad_norm": 2.171875,
"learning_rate": 1.7824444444444447e-05,
"loss": 0.328,
"mean_token_accuracy": 0.8894063163548708,
"num_tokens": 53014827.0,
"step": 1980
},
{
"entropy": 0.3583196923136711,
"epoch": 3.54122621564482,
"grad_norm": 2.46875,
"learning_rate": 1.780222222222222e-05,
"loss": 0.3328,
"mean_token_accuracy": 0.8892181769013405,
"num_tokens": 53285577.0,
"step": 1990
},
{
"entropy": 0.35019520940259097,
"epoch": 3.5590297095805052,
"grad_norm": 2.359375,
"learning_rate": 1.7780000000000003e-05,
"loss": 0.3253,
"mean_token_accuracy": 0.8909101441502572,
"num_tokens": 53553391.0,
"step": 2000
},
{
"epoch": 3.5590297095805052,
"eval_chemistry_entropy": 0.40147681057453155,
"eval_chemistry_loss": 0.778447151184082,
"eval_chemistry_mean_token_accuracy": 0.8141673741340637,
"eval_chemistry_num_tokens": 53553391.0,
"eval_chemistry_runtime": 34.6216,
"eval_chemistry_samples_per_second": 14.442,
"eval_chemistry_steps_per_second": 3.61,
"step": 2000
},
{
"epoch": 3.5590297095805052,
"eval_physics_entropy": 0.3869015793800354,
"eval_physics_loss": 0.7880970239639282,
"eval_physics_mean_token_accuracy": 0.813429744720459,
"eval_physics_num_tokens": 53553391.0,
"eval_physics_runtime": 40.9274,
"eval_physics_samples_per_second": 12.217,
"eval_physics_steps_per_second": 3.054,
"step": 2000
}
],
"logging_steps": 10,
"max_steps": 10000,
"num_input_tokens_seen": 0,
"num_train_epochs": 18,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 4.16464083921255e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}