| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 4.0, |
| "eval_steps": 100, |
| "global_step": 2500, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "entropy": 1.2553194094449283, |
| "epoch": 0.016, |
| "grad_norm": 270.0, |
| "learning_rate": 6.000000000000001e-07, |
| "loss": 41.3914, |
| "mean_token_accuracy": 0.5671123253181577, |
| "num_tokens": 338352.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 1.266689160466194, |
| "epoch": 0.032, |
| "grad_norm": 264.0, |
| "learning_rate": 1.2666666666666669e-06, |
| "loss": 41.0628, |
| "mean_token_accuracy": 0.5705239847302437, |
| "num_tokens": 671193.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 1.3143046092242003, |
| "epoch": 0.048, |
| "grad_norm": 210.0, |
| "learning_rate": 1.9333333333333336e-06, |
| "loss": 39.4998, |
| "mean_token_accuracy": 0.5745313983410597, |
| "num_tokens": 1001008.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 1.4753582045435905, |
| "epoch": 0.064, |
| "grad_norm": 155.0, |
| "learning_rate": 2.6e-06, |
| "loss": 38.0568, |
| "mean_token_accuracy": 0.5745376290753483, |
| "num_tokens": 1331208.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 1.6769672967493534, |
| "epoch": 0.08, |
| "grad_norm": 99.5, |
| "learning_rate": 3.266666666666667e-06, |
| "loss": 34.3871, |
| "mean_token_accuracy": 0.5940070981159806, |
| "num_tokens": 1667532.0, |
| "step": 50 |
| }, |
| { |
| "entropy": 1.7719040885567665, |
| "epoch": 0.096, |
| "grad_norm": 55.25, |
| "learning_rate": 3.9333333333333335e-06, |
| "loss": 30.2468, |
| "mean_token_accuracy": 0.6289831601083279, |
| "num_tokens": 2007176.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 1.7813668169081212, |
| "epoch": 0.112, |
| "grad_norm": 45.0, |
| "learning_rate": 4.600000000000001e-06, |
| "loss": 28.6054, |
| "mean_token_accuracy": 0.6419326957315207, |
| "num_tokens": 2342259.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 1.7141680859029294, |
| "epoch": 0.128, |
| "grad_norm": 36.75, |
| "learning_rate": 5.2666666666666665e-06, |
| "loss": 27.4799, |
| "mean_token_accuracy": 0.6465466242283583, |
| "num_tokens": 2663987.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 1.5760046038776636, |
| "epoch": 0.144, |
| "grad_norm": 26.875, |
| "learning_rate": 5.933333333333335e-06, |
| "loss": 24.8601, |
| "mean_token_accuracy": 0.6713848907500506, |
| "num_tokens": 2997824.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 1.51325889416039, |
| "epoch": 0.16, |
| "grad_norm": 24.625, |
| "learning_rate": 6.600000000000001e-06, |
| "loss": 23.6713, |
| "mean_token_accuracy": 0.6833302665501833, |
| "num_tokens": 3330597.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_biology_entropy": 3.1857855548858645, |
| "eval_biology_loss": 4.065364837646484, |
| "eval_biology_mean_token_accuracy": 0.4020989770889282, |
| "eval_biology_num_tokens": 3330597.0, |
| "eval_biology_runtime": 49.9004, |
| "eval_biology_samples_per_second": 10.02, |
| "eval_biology_steps_per_second": 2.505, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_chemistry_entropy": 1.8894153318405151, |
| "eval_chemistry_loss": 1.931850790977478, |
| "eval_chemistry_mean_token_accuracy": 0.6162000632286072, |
| "eval_chemistry_num_tokens": 3330597.0, |
| "eval_chemistry_runtime": 61.8293, |
| "eval_chemistry_samples_per_second": 8.087, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_math_entropy": 1.3163333106040955, |
| "eval_math_loss": 1.5677636861801147, |
| "eval_math_mean_token_accuracy": 0.6788510384559632, |
| "eval_math_num_tokens": 3330597.0, |
| "eval_math_runtime": 63.4108, |
| "eval_math_samples_per_second": 7.885, |
| "eval_math_steps_per_second": 1.971, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_physics_entropy": 1.495229031085968, |
| "eval_physics_loss": 1.4545849561691284, |
| "eval_physics_mean_token_accuracy": 0.6851646456718444, |
| "eval_physics_num_tokens": 3330597.0, |
| "eval_physics_runtime": 72.2177, |
| "eval_physics_samples_per_second": 6.924, |
| "eval_physics_steps_per_second": 1.731, |
| "step": 100 |
| }, |
| { |
| "entropy": 1.473308515548706, |
| "epoch": 0.176, |
| "grad_norm": 25.375, |
| "learning_rate": 7.266666666666668e-06, |
| "loss": 22.9019, |
| "mean_token_accuracy": 0.6873474020510912, |
| "num_tokens": 3658264.0, |
| "step": 110 |
| }, |
| { |
| "entropy": 1.397306866571307, |
| "epoch": 0.192, |
| "grad_norm": 19.625, |
| "learning_rate": 7.933333333333334e-06, |
| "loss": 21.9472, |
| "mean_token_accuracy": 0.6935743600130081, |
| "num_tokens": 3995568.0, |
| "step": 120 |
| }, |
| { |
| "entropy": 1.3264490943402052, |
| "epoch": 0.208, |
| "grad_norm": 20.5, |
| "learning_rate": 8.6e-06, |
| "loss": 20.7584, |
| "mean_token_accuracy": 0.7065585050731897, |
| "num_tokens": 4321436.0, |
| "step": 130 |
| }, |
| { |
| "entropy": 1.2879054959863425, |
| "epoch": 0.224, |
| "grad_norm": 18.625, |
| "learning_rate": 9.266666666666667e-06, |
| "loss": 20.3558, |
| "mean_token_accuracy": 0.7094652783125639, |
| "num_tokens": 4648491.0, |
| "step": 140 |
| }, |
| { |
| "entropy": 1.262782633677125, |
| "epoch": 0.24, |
| "grad_norm": 20.875, |
| "learning_rate": 9.933333333333334e-06, |
| "loss": 20.125, |
| "mean_token_accuracy": 0.7121465969830751, |
| "num_tokens": 4986175.0, |
| "step": 150 |
| }, |
| { |
| "entropy": 1.249500698968768, |
| "epoch": 0.256, |
| "grad_norm": 20.75, |
| "learning_rate": 1.0600000000000002e-05, |
| "loss": 19.7318, |
| "mean_token_accuracy": 0.716720923408866, |
| "num_tokens": 5329320.0, |
| "step": 160 |
| }, |
| { |
| "entropy": 1.2423948224633932, |
| "epoch": 0.272, |
| "grad_norm": 21.125, |
| "learning_rate": 1.1266666666666668e-05, |
| "loss": 19.6803, |
| "mean_token_accuracy": 0.7159549534320832, |
| "num_tokens": 5658796.0, |
| "step": 170 |
| }, |
| { |
| "entropy": 1.2081249222159385, |
| "epoch": 0.288, |
| "grad_norm": 18.5, |
| "learning_rate": 1.1933333333333335e-05, |
| "loss": 19.318, |
| "mean_token_accuracy": 0.7217235699295997, |
| "num_tokens": 5980201.0, |
| "step": 180 |
| }, |
| { |
| "entropy": 1.2010240752249957, |
| "epoch": 0.304, |
| "grad_norm": 23.125, |
| "learning_rate": 1.2600000000000001e-05, |
| "loss": 19.0924, |
| "mean_token_accuracy": 0.723386499658227, |
| "num_tokens": 6298858.0, |
| "step": 190 |
| }, |
| { |
| "entropy": 1.1805048868060113, |
| "epoch": 0.32, |
| "grad_norm": 21.5, |
| "learning_rate": 1.3266666666666668e-05, |
| "loss": 18.8302, |
| "mean_token_accuracy": 0.7257850173860788, |
| "num_tokens": 6622798.0, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_biology_entropy": 3.0335595417022705, |
| "eval_biology_loss": 3.5063252449035645, |
| "eval_biology_mean_token_accuracy": 0.43639786744117737, |
| "eval_biology_num_tokens": 6622798.0, |
| "eval_biology_runtime": 49.8291, |
| "eval_biology_samples_per_second": 10.034, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_chemistry_entropy": 1.5769986052513123, |
| "eval_chemistry_loss": 1.6105988025665283, |
| "eval_chemistry_mean_token_accuracy": 0.6568134782314301, |
| "eval_chemistry_num_tokens": 6622798.0, |
| "eval_chemistry_runtime": 61.7607, |
| "eval_chemistry_samples_per_second": 8.096, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_math_entropy": 1.1430701270103454, |
| "eval_math_loss": 1.3579970598220825, |
| "eval_math_mean_token_accuracy": 0.7044133353233337, |
| "eval_math_num_tokens": 6622798.0, |
| "eval_math_runtime": 63.3226, |
| "eval_math_samples_per_second": 7.896, |
| "eval_math_steps_per_second": 1.974, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_physics_entropy": 1.1658131113052368, |
| "eval_physics_loss": 1.1756293773651123, |
| "eval_physics_mean_token_accuracy": 0.7273708815574647, |
| "eval_physics_num_tokens": 6622798.0, |
| "eval_physics_runtime": 72.1537, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 200 |
| }, |
| { |
| "entropy": 1.1631717231124639, |
| "epoch": 0.336, |
| "grad_norm": 15.8125, |
| "learning_rate": 1.3933333333333334e-05, |
| "loss": 18.617, |
| "mean_token_accuracy": 0.7290044378489255, |
| "num_tokens": 6953611.0, |
| "step": 210 |
| }, |
| { |
| "entropy": 1.1292029924690723, |
| "epoch": 0.352, |
| "grad_norm": 19.625, |
| "learning_rate": 1.46e-05, |
| "loss": 17.9563, |
| "mean_token_accuracy": 0.7365154311060905, |
| "num_tokens": 7290378.0, |
| "step": 220 |
| }, |
| { |
| "entropy": 1.1049898941069842, |
| "epoch": 0.368, |
| "grad_norm": 17.75, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 17.6986, |
| "mean_token_accuracy": 0.7393099017441273, |
| "num_tokens": 7621082.0, |
| "step": 230 |
| }, |
| { |
| "entropy": 1.1595781400799752, |
| "epoch": 0.384, |
| "grad_norm": 19.375, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 18.4615, |
| "mean_token_accuracy": 0.727893678098917, |
| "num_tokens": 7955570.0, |
| "step": 240 |
| }, |
| { |
| "entropy": 1.0945355758070945, |
| "epoch": 0.4, |
| "grad_norm": 21.0, |
| "learning_rate": 1.66e-05, |
| "loss": 17.5388, |
| "mean_token_accuracy": 0.7387776046991348, |
| "num_tokens": 8291049.0, |
| "step": 250 |
| }, |
| { |
| "entropy": 1.0819710556417703, |
| "epoch": 0.416, |
| "grad_norm": 18.375, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 17.251, |
| "mean_token_accuracy": 0.7430898856371642, |
| "num_tokens": 8627310.0, |
| "step": 260 |
| }, |
| { |
| "entropy": 1.089613201841712, |
| "epoch": 0.432, |
| "grad_norm": 20.75, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 17.4707, |
| "mean_token_accuracy": 0.7406438160687685, |
| "num_tokens": 8958371.0, |
| "step": 270 |
| }, |
| { |
| "entropy": 1.0421824473887682, |
| "epoch": 0.448, |
| "grad_norm": 18.25, |
| "learning_rate": 1.86e-05, |
| "loss": 16.7755, |
| "mean_token_accuracy": 0.7496135134249926, |
| "num_tokens": 9294388.0, |
| "step": 280 |
| }, |
| { |
| "entropy": 1.0451348841190338, |
| "epoch": 0.464, |
| "grad_norm": 19.625, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 16.5784, |
| "mean_token_accuracy": 0.7497908163815736, |
| "num_tokens": 9620366.0, |
| "step": 290 |
| }, |
| { |
| "entropy": 1.0491984207183123, |
| "epoch": 0.48, |
| "grad_norm": 21.0, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 16.8506, |
| "mean_token_accuracy": 0.7469458010047674, |
| "num_tokens": 9955431.0, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_biology_entropy": 2.9388448543548584, |
| "eval_biology_loss": 3.3656885623931885, |
| "eval_biology_mean_token_accuracy": 0.45114623188972475, |
| "eval_biology_num_tokens": 9955431.0, |
| "eval_biology_runtime": 49.8383, |
| "eval_biology_samples_per_second": 10.032, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_chemistry_entropy": 1.491808822631836, |
| "eval_chemistry_loss": 1.5070267915725708, |
| "eval_chemistry_mean_token_accuracy": 0.6716848533153534, |
| "eval_chemistry_num_tokens": 9955431.0, |
| "eval_chemistry_runtime": 61.771, |
| "eval_chemistry_samples_per_second": 8.094, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_math_entropy": 1.1062884669303894, |
| "eval_math_loss": 1.285144567489624, |
| "eval_math_mean_token_accuracy": 0.7163918890953064, |
| "eval_math_num_tokens": 9955431.0, |
| "eval_math_runtime": 63.3221, |
| "eval_math_samples_per_second": 7.896, |
| "eval_math_steps_per_second": 1.974, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_physics_entropy": 1.0871692457199096, |
| "eval_physics_loss": 1.0718116760253906, |
| "eval_physics_mean_token_accuracy": 0.7436052026748657, |
| "eval_physics_num_tokens": 9955431.0, |
| "eval_physics_runtime": 72.1598, |
| "eval_physics_samples_per_second": 6.929, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 300 |
| }, |
| { |
| "entropy": 1.0622025161981583, |
| "epoch": 0.496, |
| "grad_norm": 17.625, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 17.0457, |
| "mean_token_accuracy": 0.7451069477945567, |
| "num_tokens": 10289883.0, |
| "step": 310 |
| }, |
| { |
| "entropy": 1.0407135926187039, |
| "epoch": 0.512, |
| "grad_norm": 21.375, |
| "learning_rate": 1.985925925925926e-05, |
| "loss": 16.7612, |
| "mean_token_accuracy": 0.7487055193632841, |
| "num_tokens": 10619468.0, |
| "step": 320 |
| }, |
| { |
| "entropy": 1.060495626181364, |
| "epoch": 0.528, |
| "grad_norm": 19.625, |
| "learning_rate": 1.9785185185185187e-05, |
| "loss": 16.9124, |
| "mean_token_accuracy": 0.7458847668021917, |
| "num_tokens": 10944904.0, |
| "step": 330 |
| }, |
| { |
| "entropy": 1.0363870609551669, |
| "epoch": 0.544, |
| "grad_norm": 19.125, |
| "learning_rate": 1.971111111111111e-05, |
| "loss": 16.6786, |
| "mean_token_accuracy": 0.7487504351884127, |
| "num_tokens": 11266409.0, |
| "step": 340 |
| }, |
| { |
| "entropy": 1.01834645755589, |
| "epoch": 0.56, |
| "grad_norm": 17.125, |
| "learning_rate": 1.963703703703704e-05, |
| "loss": 16.224, |
| "mean_token_accuracy": 0.7543694581836462, |
| "num_tokens": 11605544.0, |
| "step": 350 |
| }, |
| { |
| "entropy": 1.0103376515209674, |
| "epoch": 0.576, |
| "grad_norm": 21.75, |
| "learning_rate": 1.9562962962962964e-05, |
| "loss": 16.1635, |
| "mean_token_accuracy": 0.7562580808997155, |
| "num_tokens": 11931715.0, |
| "step": 360 |
| }, |
| { |
| "entropy": 1.0192645259201527, |
| "epoch": 0.592, |
| "grad_norm": 19.625, |
| "learning_rate": 1.948888888888889e-05, |
| "loss": 16.3501, |
| "mean_token_accuracy": 0.7522288095206022, |
| "num_tokens": 12257243.0, |
| "step": 370 |
| }, |
| { |
| "entropy": 0.9979648280888795, |
| "epoch": 0.608, |
| "grad_norm": 17.25, |
| "learning_rate": 1.9414814814814817e-05, |
| "loss": 16.0193, |
| "mean_token_accuracy": 0.7565512597560883, |
| "num_tokens": 12583154.0, |
| "step": 380 |
| }, |
| { |
| "entropy": 1.0146858640015126, |
| "epoch": 0.624, |
| "grad_norm": 18.375, |
| "learning_rate": 1.9340740740740743e-05, |
| "loss": 16.2917, |
| "mean_token_accuracy": 0.7530687287449837, |
| "num_tokens": 12905392.0, |
| "step": 390 |
| }, |
| { |
| "entropy": 1.0172333989292384, |
| "epoch": 0.64, |
| "grad_norm": 18.0, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 16.311, |
| "mean_token_accuracy": 0.753251226246357, |
| "num_tokens": 13232198.0, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_biology_entropy": 2.8556682786941527, |
| "eval_biology_loss": 3.2405552864074707, |
| "eval_biology_mean_token_accuracy": 0.46047434616088867, |
| "eval_biology_num_tokens": 13232198.0, |
| "eval_biology_runtime": 49.8137, |
| "eval_biology_samples_per_second": 10.037, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_chemistry_entropy": 1.4023492636680603, |
| "eval_chemistry_loss": 1.4446464776992798, |
| "eval_chemistry_mean_token_accuracy": 0.6815885419845581, |
| "eval_chemistry_num_tokens": 13232198.0, |
| "eval_chemistry_runtime": 61.7651, |
| "eval_chemistry_samples_per_second": 8.095, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_math_entropy": 1.0369325885772704, |
| "eval_math_loss": 1.2500724792480469, |
| "eval_math_mean_token_accuracy": 0.7222203068733215, |
| "eval_math_num_tokens": 13232198.0, |
| "eval_math_runtime": 63.311, |
| "eval_math_samples_per_second": 7.898, |
| "eval_math_steps_per_second": 1.974, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_physics_entropy": 1.0061357097625732, |
| "eval_physics_loss": 1.0139094591140747, |
| "eval_physics_mean_token_accuracy": 0.7539046273231507, |
| "eval_physics_num_tokens": 13232198.0, |
| "eval_physics_runtime": 72.128, |
| "eval_physics_samples_per_second": 6.932, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 400 |
| }, |
| { |
| "entropy": 1.0025192126631737, |
| "epoch": 0.656, |
| "grad_norm": 19.0, |
| "learning_rate": 1.9192592592592593e-05, |
| "loss": 16.0757, |
| "mean_token_accuracy": 0.7558728314936161, |
| "num_tokens": 13575902.0, |
| "step": 410 |
| }, |
| { |
| "entropy": 0.9805797968059778, |
| "epoch": 0.672, |
| "grad_norm": 20.75, |
| "learning_rate": 1.911851851851852e-05, |
| "loss": 15.6938, |
| "mean_token_accuracy": 0.7607984621077776, |
| "num_tokens": 13895997.0, |
| "step": 420 |
| }, |
| { |
| "entropy": 0.98455760627985, |
| "epoch": 0.688, |
| "grad_norm": 17.5, |
| "learning_rate": 1.9044444444444446e-05, |
| "loss": 15.8079, |
| "mean_token_accuracy": 0.7591990135610104, |
| "num_tokens": 14234888.0, |
| "step": 430 |
| }, |
| { |
| "entropy": 0.995212909206748, |
| "epoch": 0.704, |
| "grad_norm": 19.5, |
| "learning_rate": 1.8970370370370372e-05, |
| "loss": 16.0276, |
| "mean_token_accuracy": 0.7551241502165794, |
| "num_tokens": 14567908.0, |
| "step": 440 |
| }, |
| { |
| "entropy": 0.9859623953700065, |
| "epoch": 0.72, |
| "grad_norm": 19.875, |
| "learning_rate": 1.8896296296296295e-05, |
| "loss": 15.7158, |
| "mean_token_accuracy": 0.759292322024703, |
| "num_tokens": 14882927.0, |
| "step": 450 |
| }, |
| { |
| "entropy": 0.9759141772985458, |
| "epoch": 0.736, |
| "grad_norm": 20.625, |
| "learning_rate": 1.8822222222222225e-05, |
| "loss": 15.6771, |
| "mean_token_accuracy": 0.759360334649682, |
| "num_tokens": 15217342.0, |
| "step": 460 |
| }, |
| { |
| "entropy": 0.9576828479766846, |
| "epoch": 0.752, |
| "grad_norm": 19.5, |
| "learning_rate": 1.874814814814815e-05, |
| "loss": 15.2707, |
| "mean_token_accuracy": 0.764180276170373, |
| "num_tokens": 15547710.0, |
| "step": 470 |
| }, |
| { |
| "entropy": 0.9969257492572069, |
| "epoch": 0.768, |
| "grad_norm": 19.625, |
| "learning_rate": 1.8674074074074075e-05, |
| "loss": 16.0499, |
| "mean_token_accuracy": 0.7543311327695846, |
| "num_tokens": 15877177.0, |
| "step": 480 |
| }, |
| { |
| "entropy": 0.9526452720165253, |
| "epoch": 0.784, |
| "grad_norm": 15.8125, |
| "learning_rate": 1.86e-05, |
| "loss": 15.3172, |
| "mean_token_accuracy": 0.7652558576315641, |
| "num_tokens": 16219640.0, |
| "step": 490 |
| }, |
| { |
| "entropy": 0.9730141185224056, |
| "epoch": 0.8, |
| "grad_norm": 19.25, |
| "learning_rate": 1.8525925925925928e-05, |
| "loss": 15.5783, |
| "mean_token_accuracy": 0.7610898818820715, |
| "num_tokens": 16548261.0, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_biology_entropy": 2.8879401025772093, |
| "eval_biology_loss": 3.2465980052948, |
| "eval_biology_mean_token_accuracy": 0.4656795439720154, |
| "eval_biology_num_tokens": 16548261.0, |
| "eval_biology_runtime": 50.0039, |
| "eval_biology_samples_per_second": 9.999, |
| "eval_biology_steps_per_second": 2.5, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_chemistry_entropy": 1.4028268342018126, |
| "eval_chemistry_loss": 1.4141976833343506, |
| "eval_chemistry_mean_token_accuracy": 0.6879124054908753, |
| "eval_chemistry_num_tokens": 16548261.0, |
| "eval_chemistry_runtime": 61.4753, |
| "eval_chemistry_samples_per_second": 8.133, |
| "eval_chemistry_steps_per_second": 2.033, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_math_entropy": 1.036446961402893, |
| "eval_math_loss": 1.2320657968521118, |
| "eval_math_mean_token_accuracy": 0.7248759384155273, |
| "eval_math_num_tokens": 16548261.0, |
| "eval_math_runtime": 63.2484, |
| "eval_math_samples_per_second": 7.905, |
| "eval_math_steps_per_second": 1.976, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_physics_entropy": 0.9860591797828674, |
| "eval_physics_loss": 0.9807776808738708, |
| "eval_physics_mean_token_accuracy": 0.7594618821144103, |
| "eval_physics_num_tokens": 16548261.0, |
| "eval_physics_runtime": 72.1552, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 500 |
| }, |
| { |
| "entropy": 0.9596989471465349, |
| "epoch": 0.816, |
| "grad_norm": 17.5, |
| "learning_rate": 1.8451851851851855e-05, |
| "loss": 15.4334, |
| "mean_token_accuracy": 0.7610802616924047, |
| "num_tokens": 16870533.0, |
| "step": 510 |
| }, |
| { |
| "entropy": 0.9716402690857648, |
| "epoch": 0.832, |
| "grad_norm": 18.25, |
| "learning_rate": 1.8377777777777778e-05, |
| "loss": 15.5823, |
| "mean_token_accuracy": 0.7609996516257524, |
| "num_tokens": 17196371.0, |
| "step": 520 |
| }, |
| { |
| "entropy": 0.9541628547012806, |
| "epoch": 0.848, |
| "grad_norm": 16.5, |
| "learning_rate": 1.8303703703703704e-05, |
| "loss": 15.3143, |
| "mean_token_accuracy": 0.7634800903499126, |
| "num_tokens": 17527066.0, |
| "step": 530 |
| }, |
| { |
| "entropy": 0.9640029605478049, |
| "epoch": 0.864, |
| "grad_norm": 17.375, |
| "learning_rate": 1.822962962962963e-05, |
| "loss": 15.4415, |
| "mean_token_accuracy": 0.7621862847357989, |
| "num_tokens": 17859605.0, |
| "step": 540 |
| }, |
| { |
| "entropy": 0.9721696741878987, |
| "epoch": 0.88, |
| "grad_norm": 20.25, |
| "learning_rate": 1.8155555555555557e-05, |
| "loss": 15.653, |
| "mean_token_accuracy": 0.7603420093655586, |
| "num_tokens": 18187315.0, |
| "step": 550 |
| }, |
| { |
| "entropy": 0.9153296016156673, |
| "epoch": 0.896, |
| "grad_norm": 17.25, |
| "learning_rate": 1.8081481481481484e-05, |
| "loss": 14.6671, |
| "mean_token_accuracy": 0.7723869703710079, |
| "num_tokens": 18536790.0, |
| "step": 560 |
| }, |
| { |
| "entropy": 0.958526523038745, |
| "epoch": 0.912, |
| "grad_norm": 18.75, |
| "learning_rate": 1.800740740740741e-05, |
| "loss": 15.4361, |
| "mean_token_accuracy": 0.7610937509685755, |
| "num_tokens": 18869344.0, |
| "step": 570 |
| }, |
| { |
| "entropy": 0.9475870430469513, |
| "epoch": 0.928, |
| "grad_norm": 19.125, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 15.2185, |
| "mean_token_accuracy": 0.7640813227742911, |
| "num_tokens": 19199834.0, |
| "step": 580 |
| }, |
| { |
| "entropy": 0.9297015912830829, |
| "epoch": 0.944, |
| "grad_norm": 18.75, |
| "learning_rate": 1.785925925925926e-05, |
| "loss": 14.8769, |
| "mean_token_accuracy": 0.7691585179418325, |
| "num_tokens": 19525385.0, |
| "step": 590 |
| }, |
| { |
| "entropy": 0.9348739337176084, |
| "epoch": 0.96, |
| "grad_norm": 19.0, |
| "learning_rate": 1.7785185185185186e-05, |
| "loss": 15.0455, |
| "mean_token_accuracy": 0.7664772134274245, |
| "num_tokens": 19856973.0, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_biology_entropy": 2.7933437023162844, |
| "eval_biology_loss": 3.194451332092285, |
| "eval_biology_mean_token_accuracy": 0.46872161483764646, |
| "eval_biology_num_tokens": 19856973.0, |
| "eval_biology_runtime": 49.8208, |
| "eval_biology_samples_per_second": 10.036, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_chemistry_entropy": 1.3487913212776184, |
| "eval_chemistry_loss": 1.3904978036880493, |
| "eval_chemistry_mean_token_accuracy": 0.6907124133110046, |
| "eval_chemistry_num_tokens": 19856973.0, |
| "eval_chemistry_runtime": 62.2399, |
| "eval_chemistry_samples_per_second": 8.033, |
| "eval_chemistry_steps_per_second": 2.008, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_math_entropy": 1.0215094347000122, |
| "eval_math_loss": 1.2187507152557373, |
| "eval_math_mean_token_accuracy": 0.727313805103302, |
| "eval_math_num_tokens": 19856973.0, |
| "eval_math_runtime": 63.311, |
| "eval_math_samples_per_second": 7.898, |
| "eval_math_steps_per_second": 1.974, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_physics_entropy": 0.9578838763237, |
| "eval_physics_loss": 0.9591855406761169, |
| "eval_physics_mean_token_accuracy": 0.7633539743423462, |
| "eval_physics_num_tokens": 19856973.0, |
| "eval_physics_runtime": 72.6851, |
| "eval_physics_samples_per_second": 6.879, |
| "eval_physics_steps_per_second": 1.72, |
| "step": 600 |
| }, |
| { |
| "entropy": 0.9349439710378646, |
| "epoch": 0.976, |
| "grad_norm": 19.125, |
| "learning_rate": 1.7711111111111113e-05, |
| "loss": 14.9645, |
| "mean_token_accuracy": 0.7687592633068562, |
| "num_tokens": 20190600.0, |
| "step": 610 |
| }, |
| { |
| "entropy": 0.9438869334757328, |
| "epoch": 0.992, |
| "grad_norm": 18.625, |
| "learning_rate": 1.763703703703704e-05, |
| "loss": 15.1663, |
| "mean_token_accuracy": 0.765958558395505, |
| "num_tokens": 20518014.0, |
| "step": 620 |
| }, |
| { |
| "entropy": 0.9152817223221064, |
| "epoch": 1.008, |
| "grad_norm": 17.0, |
| "learning_rate": 1.7562962962962962e-05, |
| "loss": 14.5949, |
| "mean_token_accuracy": 0.7715727590024472, |
| "num_tokens": 20859215.0, |
| "step": 630 |
| }, |
| { |
| "entropy": 0.9109054185450077, |
| "epoch": 1.024, |
| "grad_norm": 18.0, |
| "learning_rate": 1.7488888888888892e-05, |
| "loss": 14.683, |
| "mean_token_accuracy": 0.7712803717702628, |
| "num_tokens": 21186658.0, |
| "step": 640 |
| }, |
| { |
| "entropy": 0.9192747503519059, |
| "epoch": 1.04, |
| "grad_norm": 17.375, |
| "learning_rate": 1.7414814814814815e-05, |
| "loss": 14.7149, |
| "mean_token_accuracy": 0.7704985976219177, |
| "num_tokens": 21517237.0, |
| "step": 650 |
| }, |
| { |
| "entropy": 0.8997716940939426, |
| "epoch": 1.056, |
| "grad_norm": 18.5, |
| "learning_rate": 1.7340740740740742e-05, |
| "loss": 14.4443, |
| "mean_token_accuracy": 0.7745653819292784, |
| "num_tokens": 21852528.0, |
| "step": 660 |
| }, |
| { |
| "entropy": 0.9201500467956066, |
| "epoch": 1.072, |
| "grad_norm": 16.375, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 14.7404, |
| "mean_token_accuracy": 0.7707031384110451, |
| "num_tokens": 22192380.0, |
| "step": 670 |
| }, |
| { |
| "entropy": 0.9155960086733103, |
| "epoch": 1.088, |
| "grad_norm": 20.0, |
| "learning_rate": 1.7192592592592595e-05, |
| "loss": 14.6895, |
| "mean_token_accuracy": 0.771490203589201, |
| "num_tokens": 22517971.0, |
| "step": 680 |
| }, |
| { |
| "entropy": 0.8976538371294737, |
| "epoch": 1.104, |
| "grad_norm": 16.625, |
| "learning_rate": 1.711851851851852e-05, |
| "loss": 14.4464, |
| "mean_token_accuracy": 0.7735383935272694, |
| "num_tokens": 22848694.0, |
| "step": 690 |
| }, |
| { |
| "entropy": 0.9162428434938192, |
| "epoch": 1.12, |
| "grad_norm": 17.5, |
| "learning_rate": 1.7044444444444445e-05, |
| "loss": 14.7282, |
| "mean_token_accuracy": 0.7701425358653069, |
| "num_tokens": 23183889.0, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_biology_entropy": 2.7417425537109374, |
| "eval_biology_loss": 3.198380947113037, |
| "eval_biology_mean_token_accuracy": 0.46923186993598937, |
| "eval_biology_num_tokens": 23183889.0, |
| "eval_biology_runtime": 49.9576, |
| "eval_biology_samples_per_second": 10.008, |
| "eval_biology_steps_per_second": 2.502, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_chemistry_entropy": 1.3224085516929627, |
| "eval_chemistry_loss": 1.3783864974975586, |
| "eval_chemistry_mean_token_accuracy": 0.6928294057846069, |
| "eval_chemistry_num_tokens": 23183889.0, |
| "eval_chemistry_runtime": 62.3468, |
| "eval_chemistry_samples_per_second": 8.02, |
| "eval_chemistry_steps_per_second": 2.005, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_math_entropy": 0.9974914565086365, |
| "eval_math_loss": 1.2118620872497559, |
| "eval_math_mean_token_accuracy": 0.7289316186904907, |
| "eval_math_num_tokens": 23183889.0, |
| "eval_math_runtime": 63.342, |
| "eval_math_samples_per_second": 7.894, |
| "eval_math_steps_per_second": 1.973, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_physics_entropy": 0.9341713042259217, |
| "eval_physics_loss": 0.9430394172668457, |
| "eval_physics_mean_token_accuracy": 0.7666752815246582, |
| "eval_physics_num_tokens": 23183889.0, |
| "eval_physics_runtime": 72.1566, |
| "eval_physics_samples_per_second": 6.929, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 700 |
| }, |
| { |
| "entropy": 0.8717782899737359, |
| "epoch": 1.1360000000000001, |
| "grad_norm": 15.9375, |
| "learning_rate": 1.697037037037037e-05, |
| "loss": 14.027, |
| "mean_token_accuracy": 0.7789868891239167, |
| "num_tokens": 23523903.0, |
| "step": 710 |
| }, |
| { |
| "entropy": 0.9066614583134651, |
| "epoch": 1.152, |
| "grad_norm": 20.0, |
| "learning_rate": 1.6896296296296298e-05, |
| "loss": 14.5252, |
| "mean_token_accuracy": 0.7747723516076803, |
| "num_tokens": 23848848.0, |
| "step": 720 |
| }, |
| { |
| "entropy": 0.9192185271531343, |
| "epoch": 1.168, |
| "grad_norm": 19.0, |
| "learning_rate": 1.6822222222222224e-05, |
| "loss": 14.6797, |
| "mean_token_accuracy": 0.7702812351286411, |
| "num_tokens": 24174589.0, |
| "step": 730 |
| }, |
| { |
| "entropy": 0.8968648243695497, |
| "epoch": 1.184, |
| "grad_norm": 19.25, |
| "learning_rate": 1.6748148148148147e-05, |
| "loss": 14.4441, |
| "mean_token_accuracy": 0.7734088286757469, |
| "num_tokens": 24495981.0, |
| "step": 740 |
| }, |
| { |
| "entropy": 0.8798596655949951, |
| "epoch": 1.2, |
| "grad_norm": 18.625, |
| "learning_rate": 1.6674074074074077e-05, |
| "loss": 14.2088, |
| "mean_token_accuracy": 0.7773797914385796, |
| "num_tokens": 24826245.0, |
| "step": 750 |
| }, |
| { |
| "entropy": 0.9085365436971188, |
| "epoch": 1.216, |
| "grad_norm": 23.625, |
| "learning_rate": 1.66e-05, |
| "loss": 14.5158, |
| "mean_token_accuracy": 0.7717528346925974, |
| "num_tokens": 25147775.0, |
| "step": 760 |
| }, |
| { |
| "entropy": 0.8942177969962358, |
| "epoch": 1.232, |
| "grad_norm": 19.375, |
| "learning_rate": 1.6525925925925927e-05, |
| "loss": 14.35, |
| "mean_token_accuracy": 0.7760623764246702, |
| "num_tokens": 25480033.0, |
| "step": 770 |
| }, |
| { |
| "entropy": 0.8957445651292801, |
| "epoch": 1.248, |
| "grad_norm": 19.625, |
| "learning_rate": 1.6451851851851853e-05, |
| "loss": 14.3489, |
| "mean_token_accuracy": 0.7746611826121808, |
| "num_tokens": 25811978.0, |
| "step": 780 |
| }, |
| { |
| "entropy": 0.8850473642349244, |
| "epoch": 1.264, |
| "grad_norm": 19.375, |
| "learning_rate": 1.637777777777778e-05, |
| "loss": 14.2639, |
| "mean_token_accuracy": 0.7760811734944582, |
| "num_tokens": 26146299.0, |
| "step": 790 |
| }, |
| { |
| "entropy": 0.9187131529673934, |
| "epoch": 1.28, |
| "grad_norm": 18.875, |
| "learning_rate": 1.6303703703703706e-05, |
| "loss": 14.7971, |
| "mean_token_accuracy": 0.7688343476504087, |
| "num_tokens": 26478207.0, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_biology_entropy": 2.7373362789154054, |
| "eval_biology_loss": 3.2188053131103516, |
| "eval_biology_mean_token_accuracy": 0.4715359935760498, |
| "eval_biology_num_tokens": 26478207.0, |
| "eval_biology_runtime": 49.8242, |
| "eval_biology_samples_per_second": 10.035, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_chemistry_entropy": 1.2954678382873535, |
| "eval_chemistry_loss": 1.3689188957214355, |
| "eval_chemistry_mean_token_accuracy": 0.6956489958763122, |
| "eval_chemistry_num_tokens": 26478207.0, |
| "eval_chemistry_runtime": 61.7443, |
| "eval_chemistry_samples_per_second": 8.098, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_math_entropy": 0.9856116833686829, |
| "eval_math_loss": 1.2060915231704712, |
| "eval_math_mean_token_accuracy": 0.7302432260513305, |
| "eval_math_num_tokens": 26478207.0, |
| "eval_math_runtime": 63.311, |
| "eval_math_samples_per_second": 7.898, |
| "eval_math_steps_per_second": 1.974, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_physics_entropy": 0.9129857659339905, |
| "eval_physics_loss": 0.9318634271621704, |
| "eval_physics_mean_token_accuracy": 0.7681499900817871, |
| "eval_physics_num_tokens": 26478207.0, |
| "eval_physics_runtime": 72.1104, |
| "eval_physics_samples_per_second": 6.934, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 800 |
| }, |
| { |
| "entropy": 0.8775971475988626, |
| "epoch": 1.296, |
| "grad_norm": 19.625, |
| "learning_rate": 1.622962962962963e-05, |
| "loss": 14.0996, |
| "mean_token_accuracy": 0.7783409550786018, |
| "num_tokens": 26806477.0, |
| "step": 810 |
| }, |
| { |
| "entropy": 0.9151829794049263, |
| "epoch": 1.312, |
| "grad_norm": 20.125, |
| "learning_rate": 1.6155555555555556e-05, |
| "loss": 14.6154, |
| "mean_token_accuracy": 0.7715053271502257, |
| "num_tokens": 27137528.0, |
| "step": 820 |
| }, |
| { |
| "entropy": 0.8893604565411806, |
| "epoch": 1.328, |
| "grad_norm": 21.375, |
| "learning_rate": 1.6081481481481482e-05, |
| "loss": 14.3336, |
| "mean_token_accuracy": 0.7749421369284392, |
| "num_tokens": 27465859.0, |
| "step": 830 |
| }, |
| { |
| "entropy": 0.9043792076408863, |
| "epoch": 1.3439999999999999, |
| "grad_norm": 20.25, |
| "learning_rate": 1.600740740740741e-05, |
| "loss": 14.5396, |
| "mean_token_accuracy": 0.7718299012631178, |
| "num_tokens": 27795568.0, |
| "step": 840 |
| }, |
| { |
| "entropy": 0.8975318446755409, |
| "epoch": 1.3599999999999999, |
| "grad_norm": 18.75, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 14.4516, |
| "mean_token_accuracy": 0.7730446238070726, |
| "num_tokens": 28129988.0, |
| "step": 850 |
| }, |
| { |
| "entropy": 0.894953028857708, |
| "epoch": 1.376, |
| "grad_norm": 20.625, |
| "learning_rate": 1.5859259259259262e-05, |
| "loss": 14.2654, |
| "mean_token_accuracy": 0.7754011388868094, |
| "num_tokens": 28465903.0, |
| "step": 860 |
| }, |
| { |
| "entropy": 0.8700921148061752, |
| "epoch": 1.392, |
| "grad_norm": 19.875, |
| "learning_rate": 1.5785185185185185e-05, |
| "loss": 13.9603, |
| "mean_token_accuracy": 0.7800745751708746, |
| "num_tokens": 28801554.0, |
| "step": 870 |
| }, |
| { |
| "entropy": 0.8798988396301866, |
| "epoch": 1.408, |
| "grad_norm": 18.75, |
| "learning_rate": 1.571111111111111e-05, |
| "loss": 14.1608, |
| "mean_token_accuracy": 0.7768289878964424, |
| "num_tokens": 29125114.0, |
| "step": 880 |
| }, |
| { |
| "entropy": 0.9143678206950426, |
| "epoch": 1.424, |
| "grad_norm": 17.875, |
| "learning_rate": 1.5637037037037038e-05, |
| "loss": 14.7235, |
| "mean_token_accuracy": 0.7692738968878985, |
| "num_tokens": 29454334.0, |
| "step": 890 |
| }, |
| { |
| "entropy": 0.8575869327411055, |
| "epoch": 1.44, |
| "grad_norm": 17.75, |
| "learning_rate": 1.5562962962962965e-05, |
| "loss": 13.7841, |
| "mean_token_accuracy": 0.7813448339700699, |
| "num_tokens": 29789253.0, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_biology_entropy": 2.765932272911072, |
| "eval_biology_loss": 3.186239242553711, |
| "eval_biology_mean_token_accuracy": 0.4713315246105194, |
| "eval_biology_num_tokens": 29789253.0, |
| "eval_biology_runtime": 49.9865, |
| "eval_biology_samples_per_second": 10.003, |
| "eval_biology_steps_per_second": 2.501, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_chemistry_entropy": 1.293758502960205, |
| "eval_chemistry_loss": 1.3550570011138916, |
| "eval_chemistry_mean_token_accuracy": 0.6970094337463378, |
| "eval_chemistry_num_tokens": 29789253.0, |
| "eval_chemistry_runtime": 61.9517, |
| "eval_chemistry_samples_per_second": 8.071, |
| "eval_chemistry_steps_per_second": 2.018, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_math_entropy": 0.9867032241821289, |
| "eval_math_loss": 1.201257348060608, |
| "eval_math_mean_token_accuracy": 0.7303560256958008, |
| "eval_math_num_tokens": 29789253.0, |
| "eval_math_runtime": 63.5245, |
| "eval_math_samples_per_second": 7.871, |
| "eval_math_steps_per_second": 1.968, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_physics_entropy": 0.9099465346336365, |
| "eval_physics_loss": 0.9209814071655273, |
| "eval_physics_mean_token_accuracy": 0.7701499495506287, |
| "eval_physics_num_tokens": 29789253.0, |
| "eval_physics_runtime": 72.3521, |
| "eval_physics_samples_per_second": 6.911, |
| "eval_physics_steps_per_second": 1.728, |
| "step": 900 |
| }, |
| { |
| "entropy": 0.8655804365873336, |
| "epoch": 1.456, |
| "grad_norm": 15.875, |
| "learning_rate": 1.548888888888889e-05, |
| "loss": 13.9105, |
| "mean_token_accuracy": 0.7815111551433802, |
| "num_tokens": 30128576.0, |
| "step": 910 |
| }, |
| { |
| "entropy": 0.9171438716351986, |
| "epoch": 1.472, |
| "grad_norm": 20.375, |
| "learning_rate": 1.5414814814814814e-05, |
| "loss": 14.7757, |
| "mean_token_accuracy": 0.7698528375476599, |
| "num_tokens": 30452719.0, |
| "step": 920 |
| }, |
| { |
| "entropy": 0.8968168456107378, |
| "epoch": 1.488, |
| "grad_norm": 18.375, |
| "learning_rate": 1.5340740740740744e-05, |
| "loss": 14.385, |
| "mean_token_accuracy": 0.7741949297487736, |
| "num_tokens": 30782343.0, |
| "step": 930 |
| }, |
| { |
| "entropy": 0.8784723855555058, |
| "epoch": 1.504, |
| "grad_norm": 16.875, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 14.0301, |
| "mean_token_accuracy": 0.7789344146847725, |
| "num_tokens": 31113238.0, |
| "step": 940 |
| }, |
| { |
| "entropy": 0.8974394641816617, |
| "epoch": 1.52, |
| "grad_norm": 18.875, |
| "learning_rate": 1.5192592592592594e-05, |
| "loss": 14.3838, |
| "mean_token_accuracy": 0.7739370841532945, |
| "num_tokens": 31444589.0, |
| "step": 950 |
| }, |
| { |
| "entropy": 0.8973223175853491, |
| "epoch": 1.536, |
| "grad_norm": 20.625, |
| "learning_rate": 1.5118518518518519e-05, |
| "loss": 14.4894, |
| "mean_token_accuracy": 0.7721214085817337, |
| "num_tokens": 31774137.0, |
| "step": 960 |
| }, |
| { |
| "entropy": 0.8697954054921866, |
| "epoch": 1.552, |
| "grad_norm": 19.375, |
| "learning_rate": 1.5044444444444445e-05, |
| "loss": 13.8974, |
| "mean_token_accuracy": 0.78069927431643, |
| "num_tokens": 32101776.0, |
| "step": 970 |
| }, |
| { |
| "entropy": 0.8705245990306139, |
| "epoch": 1.568, |
| "grad_norm": 19.125, |
| "learning_rate": 1.497037037037037e-05, |
| "loss": 13.979, |
| "mean_token_accuracy": 0.7797447606921196, |
| "num_tokens": 32428021.0, |
| "step": 980 |
| }, |
| { |
| "entropy": 0.8989604346454143, |
| "epoch": 1.584, |
| "grad_norm": 18.375, |
| "learning_rate": 1.4896296296296298e-05, |
| "loss": 14.4829, |
| "mean_token_accuracy": 0.7704301360994578, |
| "num_tokens": 32752735.0, |
| "step": 990 |
| }, |
| { |
| "entropy": 0.8908115413039923, |
| "epoch": 1.6, |
| "grad_norm": 17.75, |
| "learning_rate": 1.4822222222222225e-05, |
| "loss": 14.2986, |
| "mean_token_accuracy": 0.7751044664531946, |
| "num_tokens": 33075822.0, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_biology_entropy": 2.702871771812439, |
| "eval_biology_loss": 3.161149501800537, |
| "eval_biology_mean_token_accuracy": 0.47477258658409116, |
| "eval_biology_num_tokens": 33075822.0, |
| "eval_biology_runtime": 50.0794, |
| "eval_biology_samples_per_second": 9.984, |
| "eval_biology_steps_per_second": 2.496, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_chemistry_entropy": 1.265580331325531, |
| "eval_chemistry_loss": 1.3501311540603638, |
| "eval_chemistry_mean_token_accuracy": 0.6981884994506836, |
| "eval_chemistry_num_tokens": 33075822.0, |
| "eval_chemistry_runtime": 61.4474, |
| "eval_chemistry_samples_per_second": 8.137, |
| "eval_chemistry_steps_per_second": 2.034, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_math_entropy": 0.9701343817710877, |
| "eval_math_loss": 1.2001285552978516, |
| "eval_math_mean_token_accuracy": 0.7312138648033142, |
| "eval_math_num_tokens": 33075822.0, |
| "eval_math_runtime": 63.2376, |
| "eval_math_samples_per_second": 7.907, |
| "eval_math_steps_per_second": 1.977, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_physics_entropy": 0.8882069087028504, |
| "eval_physics_loss": 0.9141198992729187, |
| "eval_physics_mean_token_accuracy": 0.7712050895690918, |
| "eval_physics_num_tokens": 33075822.0, |
| "eval_physics_runtime": 72.1374, |
| "eval_physics_samples_per_second": 6.931, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1000 |
| }, |
| { |
| "entropy": 0.852231327816844, |
| "epoch": 1.616, |
| "grad_norm": 19.5, |
| "learning_rate": 1.474814814814815e-05, |
| "loss": 13.7455, |
| "mean_token_accuracy": 0.7828571233898401, |
| "num_tokens": 33411850.0, |
| "step": 1010 |
| }, |
| { |
| "entropy": 0.8694836173206568, |
| "epoch": 1.6320000000000001, |
| "grad_norm": 19.375, |
| "learning_rate": 1.4674074074074076e-05, |
| "loss": 13.9574, |
| "mean_token_accuracy": 0.7792858675122261, |
| "num_tokens": 33739456.0, |
| "step": 1020 |
| }, |
| { |
| "entropy": 0.8416479125618934, |
| "epoch": 1.6480000000000001, |
| "grad_norm": 18.375, |
| "learning_rate": 1.46e-05, |
| "loss": 13.4841, |
| "mean_token_accuracy": 0.7848905235528946, |
| "num_tokens": 34072022.0, |
| "step": 1030 |
| }, |
| { |
| "entropy": 0.8727968029677868, |
| "epoch": 1.6640000000000001, |
| "grad_norm": 20.875, |
| "learning_rate": 1.4525925925925927e-05, |
| "loss": 13.9919, |
| "mean_token_accuracy": 0.7798548869788646, |
| "num_tokens": 34398959.0, |
| "step": 1040 |
| }, |
| { |
| "entropy": 0.8499273512512445, |
| "epoch": 1.6800000000000002, |
| "grad_norm": 17.875, |
| "learning_rate": 1.4451851851851852e-05, |
| "loss": 13.7693, |
| "mean_token_accuracy": 0.7817482702434063, |
| "num_tokens": 34732284.0, |
| "step": 1050 |
| }, |
| { |
| "entropy": 0.8752633452415466, |
| "epoch": 1.696, |
| "grad_norm": 19.25, |
| "learning_rate": 1.4377777777777779e-05, |
| "loss": 13.9838, |
| "mean_token_accuracy": 0.7789037089794875, |
| "num_tokens": 35053712.0, |
| "step": 1060 |
| }, |
| { |
| "entropy": 0.8853001151233911, |
| "epoch": 1.712, |
| "grad_norm": 20.0, |
| "learning_rate": 1.4303703703703703e-05, |
| "loss": 14.2107, |
| "mean_token_accuracy": 0.7755775731056929, |
| "num_tokens": 35393088.0, |
| "step": 1070 |
| }, |
| { |
| "entropy": 0.8599673572927713, |
| "epoch": 1.728, |
| "grad_norm": 18.5, |
| "learning_rate": 1.4229629629629632e-05, |
| "loss": 13.8371, |
| "mean_token_accuracy": 0.7809670843183995, |
| "num_tokens": 35729007.0, |
| "step": 1080 |
| }, |
| { |
| "entropy": 0.867702866345644, |
| "epoch": 1.744, |
| "grad_norm": 19.125, |
| "learning_rate": 1.4155555555555556e-05, |
| "loss": 13.9299, |
| "mean_token_accuracy": 0.7801329270005226, |
| "num_tokens": 36072489.0, |
| "step": 1090 |
| }, |
| { |
| "entropy": 0.8642092518508434, |
| "epoch": 1.76, |
| "grad_norm": 18.625, |
| "learning_rate": 1.4081481481481483e-05, |
| "loss": 13.8054, |
| "mean_token_accuracy": 0.7801033087074757, |
| "num_tokens": 36398285.0, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_biology_entropy": 2.676761179924011, |
| "eval_biology_loss": 3.160200834274292, |
| "eval_biology_mean_token_accuracy": 0.47685695719718935, |
| "eval_biology_num_tokens": 36398285.0, |
| "eval_biology_runtime": 49.8309, |
| "eval_biology_samples_per_second": 10.034, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_chemistry_entropy": 1.250497200012207, |
| "eval_chemistry_loss": 1.3435908555984497, |
| "eval_chemistry_mean_token_accuracy": 0.7001057581901551, |
| "eval_chemistry_num_tokens": 36398285.0, |
| "eval_chemistry_runtime": 62.0199, |
| "eval_chemistry_samples_per_second": 8.062, |
| "eval_chemistry_steps_per_second": 2.015, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_math_entropy": 0.9594085035324097, |
| "eval_math_loss": 1.1948144435882568, |
| "eval_math_mean_token_accuracy": 0.7322173299789428, |
| "eval_math_num_tokens": 36398285.0, |
| "eval_math_runtime": 63.3342, |
| "eval_math_samples_per_second": 7.895, |
| "eval_math_steps_per_second": 1.974, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_physics_entropy": 0.8774992027282715, |
| "eval_physics_loss": 0.9080738425254822, |
| "eval_physics_mean_token_accuracy": 0.7721537561416626, |
| "eval_physics_num_tokens": 36398285.0, |
| "eval_physics_runtime": 72.1564, |
| "eval_physics_samples_per_second": 6.929, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 1100 |
| }, |
| { |
| "entropy": 0.895181929320097, |
| "epoch": 1.776, |
| "grad_norm": 19.0, |
| "learning_rate": 1.400740740740741e-05, |
| "loss": 14.4407, |
| "mean_token_accuracy": 0.7728559862822294, |
| "num_tokens": 36730479.0, |
| "step": 1110 |
| }, |
| { |
| "entropy": 0.8563918903470039, |
| "epoch": 1.792, |
| "grad_norm": 23.5, |
| "learning_rate": 1.3933333333333334e-05, |
| "loss": 13.803, |
| "mean_token_accuracy": 0.7809405270963907, |
| "num_tokens": 37057425.0, |
| "step": 1120 |
| }, |
| { |
| "entropy": 0.8510978795588017, |
| "epoch": 1.808, |
| "grad_norm": 18.875, |
| "learning_rate": 1.385925925925926e-05, |
| "loss": 13.6333, |
| "mean_token_accuracy": 0.784480345249176, |
| "num_tokens": 37395449.0, |
| "step": 1130 |
| }, |
| { |
| "entropy": 0.8645633378997445, |
| "epoch": 1.8239999999999998, |
| "grad_norm": 18.875, |
| "learning_rate": 1.3785185185185186e-05, |
| "loss": 13.872, |
| "mean_token_accuracy": 0.7808197818696498, |
| "num_tokens": 37729535.0, |
| "step": 1140 |
| }, |
| { |
| "entropy": 0.8631477665156126, |
| "epoch": 1.8399999999999999, |
| "grad_norm": 19.625, |
| "learning_rate": 1.3711111111111112e-05, |
| "loss": 13.8345, |
| "mean_token_accuracy": 0.7815310817211867, |
| "num_tokens": 38057839.0, |
| "step": 1150 |
| }, |
| { |
| "entropy": 0.8587682455778122, |
| "epoch": 1.8559999999999999, |
| "grad_norm": 18.875, |
| "learning_rate": 1.3637037037037037e-05, |
| "loss": 13.8867, |
| "mean_token_accuracy": 0.780883165821433, |
| "num_tokens": 38398033.0, |
| "step": 1160 |
| }, |
| { |
| "entropy": 0.859000613167882, |
| "epoch": 1.8719999999999999, |
| "grad_norm": 17.875, |
| "learning_rate": 1.3562962962962965e-05, |
| "loss": 13.7667, |
| "mean_token_accuracy": 0.7798742011189461, |
| "num_tokens": 38729203.0, |
| "step": 1170 |
| }, |
| { |
| "entropy": 0.8777886133641004, |
| "epoch": 1.888, |
| "grad_norm": 19.625, |
| "learning_rate": 1.3488888888888888e-05, |
| "loss": 14.1636, |
| "mean_token_accuracy": 0.7765467241406441, |
| "num_tokens": 39058791.0, |
| "step": 1180 |
| }, |
| { |
| "entropy": 0.8881994623690843, |
| "epoch": 1.904, |
| "grad_norm": 20.125, |
| "learning_rate": 1.3414814814814817e-05, |
| "loss": 14.3781, |
| "mean_token_accuracy": 0.7752389151602983, |
| "num_tokens": 39386170.0, |
| "step": 1190 |
| }, |
| { |
| "entropy": 0.9030840078368783, |
| "epoch": 1.92, |
| "grad_norm": 19.5, |
| "learning_rate": 1.3340740740740741e-05, |
| "loss": 14.3564, |
| "mean_token_accuracy": 0.7748420361429453, |
| "num_tokens": 39710381.0, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_biology_entropy": 2.697428282737732, |
| "eval_biology_loss": 3.138005256652832, |
| "eval_biology_mean_token_accuracy": 0.47676516604423524, |
| "eval_biology_num_tokens": 39710381.0, |
| "eval_biology_runtime": 49.822, |
| "eval_biology_samples_per_second": 10.036, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_chemistry_entropy": 1.2482068204879762, |
| "eval_chemistry_loss": 1.3385791778564453, |
| "eval_chemistry_mean_token_accuracy": 0.7002091021537781, |
| "eval_chemistry_num_tokens": 39710381.0, |
| "eval_chemistry_runtime": 61.7709, |
| "eval_chemistry_samples_per_second": 8.094, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_math_entropy": 0.9588226528167725, |
| "eval_math_loss": 1.190582036972046, |
| "eval_math_mean_token_accuracy": 0.7330412902832031, |
| "eval_math_num_tokens": 39710381.0, |
| "eval_math_runtime": 63.3698, |
| "eval_math_samples_per_second": 7.89, |
| "eval_math_steps_per_second": 1.973, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_physics_entropy": 0.8757374310493469, |
| "eval_physics_loss": 0.9024468064308167, |
| "eval_physics_mean_token_accuracy": 0.7736027889251709, |
| "eval_physics_num_tokens": 39710381.0, |
| "eval_physics_runtime": 72.1456, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1200 |
| }, |
| { |
| "entropy": 0.8624950293451548, |
| "epoch": 1.936, |
| "grad_norm": 19.375, |
| "learning_rate": 1.3266666666666668e-05, |
| "loss": 13.9438, |
| "mean_token_accuracy": 0.7779798842966557, |
| "num_tokens": 40043354.0, |
| "step": 1210 |
| }, |
| { |
| "entropy": 0.8265730097889901, |
| "epoch": 1.952, |
| "grad_norm": 18.75, |
| "learning_rate": 1.3192592592592594e-05, |
| "loss": 13.1879, |
| "mean_token_accuracy": 0.7890967357903719, |
| "num_tokens": 40375790.0, |
| "step": 1220 |
| }, |
| { |
| "entropy": 0.8566216921433807, |
| "epoch": 1.968, |
| "grad_norm": 18.375, |
| "learning_rate": 1.311851851851852e-05, |
| "loss": 13.8742, |
| "mean_token_accuracy": 0.780952601134777, |
| "num_tokens": 40705451.0, |
| "step": 1230 |
| }, |
| { |
| "entropy": 0.8784732647240162, |
| "epoch": 1.984, |
| "grad_norm": 20.625, |
| "learning_rate": 1.3044444444444446e-05, |
| "loss": 14.1064, |
| "mean_token_accuracy": 0.776585515961051, |
| "num_tokens": 41040313.0, |
| "step": 1240 |
| }, |
| { |
| "entropy": 0.8804466765373945, |
| "epoch": 2.0, |
| "grad_norm": 18.5, |
| "learning_rate": 1.297037037037037e-05, |
| "loss": 14.0925, |
| "mean_token_accuracy": 0.7788621835410595, |
| "num_tokens": 41373608.0, |
| "step": 1250 |
| }, |
| { |
| "entropy": 0.8347923129796981, |
| "epoch": 2.016, |
| "grad_norm": 16.125, |
| "learning_rate": 1.2896296296296299e-05, |
| "loss": 13.3304, |
| "mean_token_accuracy": 0.7866924706846475, |
| "num_tokens": 41708226.0, |
| "step": 1260 |
| }, |
| { |
| "entropy": 0.8343301571905613, |
| "epoch": 2.032, |
| "grad_norm": 18.5, |
| "learning_rate": 1.2822222222222222e-05, |
| "loss": 13.426, |
| "mean_token_accuracy": 0.7863655511289835, |
| "num_tokens": 42045433.0, |
| "step": 1270 |
| }, |
| { |
| "entropy": 0.8626088196411729, |
| "epoch": 2.048, |
| "grad_norm": 19.75, |
| "learning_rate": 1.274814814814815e-05, |
| "loss": 13.9137, |
| "mean_token_accuracy": 0.7789722084999084, |
| "num_tokens": 42372694.0, |
| "step": 1280 |
| }, |
| { |
| "entropy": 0.8391540687531233, |
| "epoch": 2.064, |
| "grad_norm": 17.75, |
| "learning_rate": 1.2674074074074075e-05, |
| "loss": 13.4434, |
| "mean_token_accuracy": 0.7854840617626906, |
| "num_tokens": 42710240.0, |
| "step": 1290 |
| }, |
| { |
| "entropy": 0.8561890006065369, |
| "epoch": 2.08, |
| "grad_norm": 17.5, |
| "learning_rate": 1.2600000000000001e-05, |
| "loss": 13.7956, |
| "mean_token_accuracy": 0.7818153217434883, |
| "num_tokens": 43037844.0, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_biology_entropy": 2.680125617027283, |
| "eval_biology_loss": 3.154866933822632, |
| "eval_biology_mean_token_accuracy": 0.4771236026287079, |
| "eval_biology_num_tokens": 43037844.0, |
| "eval_biology_runtime": 49.8062, |
| "eval_biology_samples_per_second": 10.039, |
| "eval_biology_steps_per_second": 2.51, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_chemistry_entropy": 1.23085289478302, |
| "eval_chemistry_loss": 1.339719533920288, |
| "eval_chemistry_mean_token_accuracy": 0.700504720211029, |
| "eval_chemistry_num_tokens": 43037844.0, |
| "eval_chemistry_runtime": 61.7767, |
| "eval_chemistry_samples_per_second": 8.094, |
| "eval_chemistry_steps_per_second": 2.023, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_math_entropy": 0.9530718994140625, |
| "eval_math_loss": 1.1914963722229004, |
| "eval_math_mean_token_accuracy": 0.732671552658081, |
| "eval_math_num_tokens": 43037844.0, |
| "eval_math_runtime": 63.3384, |
| "eval_math_samples_per_second": 7.894, |
| "eval_math_steps_per_second": 1.974, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_physics_entropy": 0.863683602809906, |
| "eval_physics_loss": 0.898903489112854, |
| "eval_physics_mean_token_accuracy": 0.7743104872703552, |
| "eval_physics_num_tokens": 43037844.0, |
| "eval_physics_runtime": 72.1486, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1300 |
| }, |
| { |
| "entropy": 0.8574293557554483, |
| "epoch": 2.096, |
| "grad_norm": 19.5, |
| "learning_rate": 1.2525925925925928e-05, |
| "loss": 13.697, |
| "mean_token_accuracy": 0.7824351858347655, |
| "num_tokens": 43368675.0, |
| "step": 1310 |
| }, |
| { |
| "entropy": 0.8351046226918697, |
| "epoch": 2.112, |
| "grad_norm": 18.375, |
| "learning_rate": 1.2451851851851853e-05, |
| "loss": 13.452, |
| "mean_token_accuracy": 0.7861107390373945, |
| "num_tokens": 43699544.0, |
| "step": 1320 |
| }, |
| { |
| "entropy": 0.848756181821227, |
| "epoch": 2.128, |
| "grad_norm": 19.375, |
| "learning_rate": 1.237777777777778e-05, |
| "loss": 13.6014, |
| "mean_token_accuracy": 0.7825081821531057, |
| "num_tokens": 44012632.0, |
| "step": 1330 |
| }, |
| { |
| "entropy": 0.8376241635531188, |
| "epoch": 2.144, |
| "grad_norm": 17.875, |
| "learning_rate": 1.2303703703703704e-05, |
| "loss": 13.5012, |
| "mean_token_accuracy": 0.7842539783567191, |
| "num_tokens": 44349732.0, |
| "step": 1340 |
| }, |
| { |
| "entropy": 0.8786815196275711, |
| "epoch": 2.16, |
| "grad_norm": 19.75, |
| "learning_rate": 1.222962962962963e-05, |
| "loss": 14.1221, |
| "mean_token_accuracy": 0.7767074994742871, |
| "num_tokens": 44680410.0, |
| "step": 1350 |
| }, |
| { |
| "entropy": 0.8388923730701208, |
| "epoch": 2.176, |
| "grad_norm": 17.75, |
| "learning_rate": 1.2155555555555555e-05, |
| "loss": 13.4611, |
| "mean_token_accuracy": 0.7856471933424473, |
| "num_tokens": 45017922.0, |
| "step": 1360 |
| }, |
| { |
| "entropy": 0.8349485833197832, |
| "epoch": 2.192, |
| "grad_norm": 18.625, |
| "learning_rate": 1.2081481481481484e-05, |
| "loss": 13.3623, |
| "mean_token_accuracy": 0.7861445616930723, |
| "num_tokens": 45348179.0, |
| "step": 1370 |
| }, |
| { |
| "entropy": 0.8328462485224009, |
| "epoch": 2.208, |
| "grad_norm": 21.0, |
| "learning_rate": 1.2007407407407408e-05, |
| "loss": 13.3785, |
| "mean_token_accuracy": 0.7866237808018923, |
| "num_tokens": 45678397.0, |
| "step": 1380 |
| }, |
| { |
| "entropy": 0.8291925746947527, |
| "epoch": 2.224, |
| "grad_norm": 17.75, |
| "learning_rate": 1.1933333333333335e-05, |
| "loss": 13.328, |
| "mean_token_accuracy": 0.7863113507628441, |
| "num_tokens": 46010052.0, |
| "step": 1390 |
| }, |
| { |
| "entropy": 0.8287136562168598, |
| "epoch": 2.24, |
| "grad_norm": 18.0, |
| "learning_rate": 1.185925925925926e-05, |
| "loss": 13.3318, |
| "mean_token_accuracy": 0.7863692469894886, |
| "num_tokens": 46347116.0, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_biology_entropy": 2.6612108364105223, |
| "eval_biology_loss": 3.153256416320801, |
| "eval_biology_mean_token_accuracy": 0.4783942770957947, |
| "eval_biology_num_tokens": 46347116.0, |
| "eval_biology_runtime": 49.9149, |
| "eval_biology_samples_per_second": 10.017, |
| "eval_biology_steps_per_second": 2.504, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_chemistry_entropy": 1.2294214334487914, |
| "eval_chemistry_loss": 1.3362380266189575, |
| "eval_chemistry_mean_token_accuracy": 0.701572069644928, |
| "eval_chemistry_num_tokens": 46347116.0, |
| "eval_chemistry_runtime": 61.8559, |
| "eval_chemistry_samples_per_second": 8.083, |
| "eval_chemistry_steps_per_second": 2.021, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_math_entropy": 0.9489249901771546, |
| "eval_math_loss": 1.1918082237243652, |
| "eval_math_mean_token_accuracy": 0.7329039392471314, |
| "eval_math_num_tokens": 46347116.0, |
| "eval_math_runtime": 63.4236, |
| "eval_math_samples_per_second": 7.884, |
| "eval_math_steps_per_second": 1.971, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_physics_entropy": 0.8618579044342041, |
| "eval_physics_loss": 0.8958038687705994, |
| "eval_physics_mean_token_accuracy": 0.7750196180343628, |
| "eval_physics_num_tokens": 46347116.0, |
| "eval_physics_runtime": 72.3632, |
| "eval_physics_samples_per_second": 6.91, |
| "eval_physics_steps_per_second": 1.727, |
| "step": 1400 |
| }, |
| { |
| "entropy": 0.8701908178627491, |
| "epoch": 2.2560000000000002, |
| "grad_norm": 19.25, |
| "learning_rate": 1.1785185185185186e-05, |
| "loss": 13.9577, |
| "mean_token_accuracy": 0.7795143604278565, |
| "num_tokens": 46673074.0, |
| "step": 1410 |
| }, |
| { |
| "entropy": 0.8190190486609936, |
| "epoch": 2.2720000000000002, |
| "grad_norm": 18.875, |
| "learning_rate": 1.1711111111111113e-05, |
| "loss": 13.1852, |
| "mean_token_accuracy": 0.7890499792993069, |
| "num_tokens": 47009386.0, |
| "step": 1420 |
| }, |
| { |
| "entropy": 0.8609435971826315, |
| "epoch": 2.288, |
| "grad_norm": 19.75, |
| "learning_rate": 1.1637037037037037e-05, |
| "loss": 13.786, |
| "mean_token_accuracy": 0.7809262648224831, |
| "num_tokens": 47344231.0, |
| "step": 1430 |
| }, |
| { |
| "entropy": 0.8457425959408283, |
| "epoch": 2.304, |
| "grad_norm": 20.125, |
| "learning_rate": 1.1562962962962964e-05, |
| "loss": 13.6528, |
| "mean_token_accuracy": 0.7828251335769891, |
| "num_tokens": 47658392.0, |
| "step": 1440 |
| }, |
| { |
| "entropy": 0.8437560629099607, |
| "epoch": 2.32, |
| "grad_norm": 17.25, |
| "learning_rate": 1.1488888888888889e-05, |
| "loss": 13.4697, |
| "mean_token_accuracy": 0.7838904622942209, |
| "num_tokens": 47995015.0, |
| "step": 1450 |
| }, |
| { |
| "entropy": 0.8140388157218694, |
| "epoch": 2.336, |
| "grad_norm": 17.875, |
| "learning_rate": 1.1414814814814817e-05, |
| "loss": 13.1535, |
| "mean_token_accuracy": 0.7884997557848692, |
| "num_tokens": 48336708.0, |
| "step": 1460 |
| }, |
| { |
| "entropy": 0.8194112915545702, |
| "epoch": 2.352, |
| "grad_norm": 17.5, |
| "learning_rate": 1.1340740740740742e-05, |
| "loss": 13.0636, |
| "mean_token_accuracy": 0.7896034978330135, |
| "num_tokens": 48665311.0, |
| "step": 1470 |
| }, |
| { |
| "entropy": 0.8433867402374744, |
| "epoch": 2.368, |
| "grad_norm": 18.625, |
| "learning_rate": 1.1266666666666668e-05, |
| "loss": 13.5528, |
| "mean_token_accuracy": 0.7844488836824894, |
| "num_tokens": 49005334.0, |
| "step": 1480 |
| }, |
| { |
| "entropy": 0.8540257982909679, |
| "epoch": 2.384, |
| "grad_norm": 20.625, |
| "learning_rate": 1.1192592592592593e-05, |
| "loss": 13.7212, |
| "mean_token_accuracy": 0.781413323059678, |
| "num_tokens": 49331936.0, |
| "step": 1490 |
| }, |
| { |
| "entropy": 0.8498314812779426, |
| "epoch": 2.4, |
| "grad_norm": 19.25, |
| "learning_rate": 1.111851851851852e-05, |
| "loss": 13.604, |
| "mean_token_accuracy": 0.7828326590359211, |
| "num_tokens": 49671048.0, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_biology_entropy": 2.621306725502014, |
| "eval_biology_loss": 3.1416707038879395, |
| "eval_biology_mean_token_accuracy": 0.4782486002445221, |
| "eval_biology_num_tokens": 49671048.0, |
| "eval_biology_runtime": 49.9245, |
| "eval_biology_samples_per_second": 10.015, |
| "eval_biology_steps_per_second": 2.504, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_chemistry_entropy": 1.223756856918335, |
| "eval_chemistry_loss": 1.3346976041793823, |
| "eval_chemistry_mean_token_accuracy": 0.7012901954650879, |
| "eval_chemistry_num_tokens": 49671048.0, |
| "eval_chemistry_runtime": 61.475, |
| "eval_chemistry_samples_per_second": 8.133, |
| "eval_chemistry_steps_per_second": 2.033, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_math_entropy": 0.9483405375480651, |
| "eval_math_loss": 1.19205641746521, |
| "eval_math_mean_token_accuracy": 0.7328525404930115, |
| "eval_math_num_tokens": 49671048.0, |
| "eval_math_runtime": 63.2408, |
| "eval_math_samples_per_second": 7.906, |
| "eval_math_steps_per_second": 1.977, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_physics_entropy": 0.8615480012893677, |
| "eval_physics_loss": 0.8934000134468079, |
| "eval_physics_mean_token_accuracy": 0.7753945760726929, |
| "eval_physics_num_tokens": 49671048.0, |
| "eval_physics_runtime": 72.1452, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1500 |
| }, |
| { |
| "entropy": 0.8307130090892315, |
| "epoch": 2.416, |
| "grad_norm": 17.5, |
| "learning_rate": 1.1044444444444444e-05, |
| "loss": 13.3888, |
| "mean_token_accuracy": 0.7861995015293359, |
| "num_tokens": 50018182.0, |
| "step": 1510 |
| }, |
| { |
| "entropy": 0.8422547899186611, |
| "epoch": 2.432, |
| "grad_norm": 20.125, |
| "learning_rate": 1.0970370370370371e-05, |
| "loss": 13.4992, |
| "mean_token_accuracy": 0.7854960076510906, |
| "num_tokens": 50341187.0, |
| "step": 1520 |
| }, |
| { |
| "entropy": 0.8614559264853596, |
| "epoch": 2.448, |
| "grad_norm": 18.0, |
| "learning_rate": 1.0896296296296298e-05, |
| "loss": 13.915, |
| "mean_token_accuracy": 0.7800705958157778, |
| "num_tokens": 50667019.0, |
| "step": 1530 |
| }, |
| { |
| "entropy": 0.8549725610762835, |
| "epoch": 2.464, |
| "grad_norm": 19.75, |
| "learning_rate": 1.0822222222222222e-05, |
| "loss": 13.6406, |
| "mean_token_accuracy": 0.7828543521463871, |
| "num_tokens": 50991113.0, |
| "step": 1540 |
| }, |
| { |
| "entropy": 0.8388963419944048, |
| "epoch": 2.48, |
| "grad_norm": 18.875, |
| "learning_rate": 1.074814814814815e-05, |
| "loss": 13.562, |
| "mean_token_accuracy": 0.7833587605506181, |
| "num_tokens": 51319624.0, |
| "step": 1550 |
| }, |
| { |
| "entropy": 0.8547497015446425, |
| "epoch": 2.496, |
| "grad_norm": 17.875, |
| "learning_rate": 1.0674074074074074e-05, |
| "loss": 13.6692, |
| "mean_token_accuracy": 0.7828979298472405, |
| "num_tokens": 51654633.0, |
| "step": 1560 |
| }, |
| { |
| "entropy": 0.8275569640100002, |
| "epoch": 2.512, |
| "grad_norm": 20.75, |
| "learning_rate": 1.0600000000000002e-05, |
| "loss": 13.3135, |
| "mean_token_accuracy": 0.7875300694257021, |
| "num_tokens": 51980051.0, |
| "step": 1570 |
| }, |
| { |
| "entropy": 0.8288551384583116, |
| "epoch": 2.528, |
| "grad_norm": 17.25, |
| "learning_rate": 1.0525925925925927e-05, |
| "loss": 13.3319, |
| "mean_token_accuracy": 0.7867311630398035, |
| "num_tokens": 52316109.0, |
| "step": 1580 |
| }, |
| { |
| "entropy": 0.8469713069498539, |
| "epoch": 2.544, |
| "grad_norm": 20.375, |
| "learning_rate": 1.0451851851851853e-05, |
| "loss": 13.664, |
| "mean_token_accuracy": 0.7819825943559409, |
| "num_tokens": 52634528.0, |
| "step": 1590 |
| }, |
| { |
| "entropy": 0.8472158204764128, |
| "epoch": 2.56, |
| "grad_norm": 20.5, |
| "learning_rate": 1.0377777777777778e-05, |
| "loss": 13.4411, |
| "mean_token_accuracy": 0.7855797190219164, |
| "num_tokens": 52964035.0, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_biology_entropy": 2.636871319770813, |
| "eval_biology_loss": 3.152658224105835, |
| "eval_biology_mean_token_accuracy": 0.4772343513965607, |
| "eval_biology_num_tokens": 52964035.0, |
| "eval_biology_runtime": 50.2549, |
| "eval_biology_samples_per_second": 9.949, |
| "eval_biology_steps_per_second": 2.487, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_chemistry_entropy": 1.2150323610305787, |
| "eval_chemistry_loss": 1.332220435142517, |
| "eval_chemistry_mean_token_accuracy": 0.7014281511306762, |
| "eval_chemistry_num_tokens": 52964035.0, |
| "eval_chemistry_runtime": 62.5654, |
| "eval_chemistry_samples_per_second": 7.992, |
| "eval_chemistry_steps_per_second": 1.998, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_math_entropy": 0.9430220746994018, |
| "eval_math_loss": 1.1897228956222534, |
| "eval_math_mean_token_accuracy": 0.7337738809585571, |
| "eval_math_num_tokens": 52964035.0, |
| "eval_math_runtime": 63.65, |
| "eval_math_samples_per_second": 7.855, |
| "eval_math_steps_per_second": 1.964, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_physics_entropy": 0.8505253372192383, |
| "eval_physics_loss": 0.8909267783164978, |
| "eval_physics_mean_token_accuracy": 0.775915168762207, |
| "eval_physics_num_tokens": 52964035.0, |
| "eval_physics_runtime": 72.3847, |
| "eval_physics_samples_per_second": 6.908, |
| "eval_physics_steps_per_second": 1.727, |
| "step": 1600 |
| }, |
| { |
| "entropy": 0.8204018078744412, |
| "epoch": 2.576, |
| "grad_norm": 20.25, |
| "learning_rate": 1.0303703703703705e-05, |
| "loss": 13.224, |
| "mean_token_accuracy": 0.7873958699405194, |
| "num_tokens": 53293345.0, |
| "step": 1610 |
| }, |
| { |
| "entropy": 0.8367499966174364, |
| "epoch": 2.592, |
| "grad_norm": 16.0, |
| "learning_rate": 1.0229629629629631e-05, |
| "loss": 13.4302, |
| "mean_token_accuracy": 0.7862669274210929, |
| "num_tokens": 53620896.0, |
| "step": 1620 |
| }, |
| { |
| "entropy": 0.8095174605026841, |
| "epoch": 2.608, |
| "grad_norm": 18.125, |
| "learning_rate": 1.0155555555555556e-05, |
| "loss": 13.0771, |
| "mean_token_accuracy": 0.7906746052205562, |
| "num_tokens": 53950989.0, |
| "step": 1630 |
| }, |
| { |
| "entropy": 0.8320839395746589, |
| "epoch": 2.624, |
| "grad_norm": 18.625, |
| "learning_rate": 1.0081481481481484e-05, |
| "loss": 13.417, |
| "mean_token_accuracy": 0.7861438430845737, |
| "num_tokens": 54282732.0, |
| "step": 1640 |
| }, |
| { |
| "entropy": 0.8359093256294727, |
| "epoch": 2.64, |
| "grad_norm": 19.375, |
| "learning_rate": 1.0007407407407407e-05, |
| "loss": 13.4375, |
| "mean_token_accuracy": 0.7856674194335938, |
| "num_tokens": 54609748.0, |
| "step": 1650 |
| }, |
| { |
| "entropy": 0.8712694313377142, |
| "epoch": 2.656, |
| "grad_norm": 19.5, |
| "learning_rate": 9.933333333333334e-06, |
| "loss": 14.0354, |
| "mean_token_accuracy": 0.778102644905448, |
| "num_tokens": 54953583.0, |
| "step": 1660 |
| }, |
| { |
| "entropy": 0.8449299931526184, |
| "epoch": 2.672, |
| "grad_norm": 19.75, |
| "learning_rate": 9.85925925925926e-06, |
| "loss": 13.577, |
| "mean_token_accuracy": 0.7835838712751866, |
| "num_tokens": 55281945.0, |
| "step": 1670 |
| }, |
| { |
| "entropy": 0.8184873767197132, |
| "epoch": 2.6879999999999997, |
| "grad_norm": 19.625, |
| "learning_rate": 9.785185185185187e-06, |
| "loss": 13.0566, |
| "mean_token_accuracy": 0.7910151798278093, |
| "num_tokens": 55612391.0, |
| "step": 1680 |
| }, |
| { |
| "entropy": 0.827063605375588, |
| "epoch": 2.7039999999999997, |
| "grad_norm": 17.625, |
| "learning_rate": 9.711111111111111e-06, |
| "loss": 13.4211, |
| "mean_token_accuracy": 0.7862589839845896, |
| "num_tokens": 55949791.0, |
| "step": 1690 |
| }, |
| { |
| "entropy": 0.839899223856628, |
| "epoch": 2.7199999999999998, |
| "grad_norm": 21.0, |
| "learning_rate": 9.637037037037038e-06, |
| "loss": 13.3423, |
| "mean_token_accuracy": 0.7863923076540231, |
| "num_tokens": 56282204.0, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_biology_entropy": 2.5845158891677857, |
| "eval_biology_loss": 3.161525011062622, |
| "eval_biology_mean_token_accuracy": 0.47775351333618166, |
| "eval_biology_num_tokens": 56282204.0, |
| "eval_biology_runtime": 50.3616, |
| "eval_biology_samples_per_second": 9.928, |
| "eval_biology_steps_per_second": 2.482, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_chemistry_entropy": 1.2002769947052, |
| "eval_chemistry_loss": 1.3316991329193115, |
| "eval_chemistry_mean_token_accuracy": 0.7020627927780151, |
| "eval_chemistry_num_tokens": 56282204.0, |
| "eval_chemistry_runtime": 62.7009, |
| "eval_chemistry_samples_per_second": 7.974, |
| "eval_chemistry_steps_per_second": 1.994, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_math_entropy": 0.9366156039237976, |
| "eval_math_loss": 1.1879971027374268, |
| "eval_math_mean_token_accuracy": 0.7340071239471435, |
| "eval_math_num_tokens": 56282204.0, |
| "eval_math_runtime": 63.516, |
| "eval_math_samples_per_second": 7.872, |
| "eval_math_steps_per_second": 1.968, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_physics_entropy": 0.8443611931800842, |
| "eval_physics_loss": 0.8887805342674255, |
| "eval_physics_mean_token_accuracy": 0.7763362097740173, |
| "eval_physics_num_tokens": 56282204.0, |
| "eval_physics_runtime": 72.6341, |
| "eval_physics_samples_per_second": 6.884, |
| "eval_physics_steps_per_second": 1.721, |
| "step": 1700 |
| }, |
| { |
| "entropy": 0.8606409896165133, |
| "epoch": 2.7359999999999998, |
| "grad_norm": 19.25, |
| "learning_rate": 9.562962962962965e-06, |
| "loss": 13.9963, |
| "mean_token_accuracy": 0.7781527418643236, |
| "num_tokens": 56605478.0, |
| "step": 1710 |
| }, |
| { |
| "entropy": 0.8518755808472633, |
| "epoch": 2.752, |
| "grad_norm": 18.25, |
| "learning_rate": 9.48888888888889e-06, |
| "loss": 13.6621, |
| "mean_token_accuracy": 0.7833192612975836, |
| "num_tokens": 56935874.0, |
| "step": 1720 |
| }, |
| { |
| "entropy": 0.8237534828484059, |
| "epoch": 2.768, |
| "grad_norm": 19.625, |
| "learning_rate": 9.414814814814816e-06, |
| "loss": 13.2122, |
| "mean_token_accuracy": 0.7885770782828331, |
| "num_tokens": 57270552.0, |
| "step": 1730 |
| }, |
| { |
| "entropy": 0.8422744061797858, |
| "epoch": 2.784, |
| "grad_norm": 19.75, |
| "learning_rate": 9.34074074074074e-06, |
| "loss": 13.4941, |
| "mean_token_accuracy": 0.7843061711639165, |
| "num_tokens": 57602968.0, |
| "step": 1740 |
| }, |
| { |
| "entropy": 0.8839327782392502, |
| "epoch": 2.8, |
| "grad_norm": 20.375, |
| "learning_rate": 9.266666666666667e-06, |
| "loss": 14.309, |
| "mean_token_accuracy": 0.7745042227208614, |
| "num_tokens": 57925886.0, |
| "step": 1750 |
| }, |
| { |
| "entropy": 0.8240670500323176, |
| "epoch": 2.816, |
| "grad_norm": 18.375, |
| "learning_rate": 9.192592592592594e-06, |
| "loss": 13.0772, |
| "mean_token_accuracy": 0.7897984176874161, |
| "num_tokens": 58262960.0, |
| "step": 1760 |
| }, |
| { |
| "entropy": 0.8412995642051101, |
| "epoch": 2.832, |
| "grad_norm": 18.75, |
| "learning_rate": 9.118518518518518e-06, |
| "loss": 13.6619, |
| "mean_token_accuracy": 0.781951853260398, |
| "num_tokens": 58586324.0, |
| "step": 1770 |
| }, |
| { |
| "entropy": 0.842792528681457, |
| "epoch": 2.848, |
| "grad_norm": 18.5, |
| "learning_rate": 9.044444444444445e-06, |
| "loss": 13.4669, |
| "mean_token_accuracy": 0.7849409289658069, |
| "num_tokens": 58912949.0, |
| "step": 1780 |
| }, |
| { |
| "entropy": 0.8247644234448671, |
| "epoch": 2.864, |
| "grad_norm": 17.375, |
| "learning_rate": 8.970370370370372e-06, |
| "loss": 13.3001, |
| "mean_token_accuracy": 0.7879149217158556, |
| "num_tokens": 59252494.0, |
| "step": 1790 |
| }, |
| { |
| "entropy": 0.8388911845162511, |
| "epoch": 2.88, |
| "grad_norm": 22.75, |
| "learning_rate": 8.896296296296298e-06, |
| "loss": 13.4581, |
| "mean_token_accuracy": 0.7853025410324335, |
| "num_tokens": 59574951.0, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_biology_entropy": 2.6436156339645387, |
| "eval_biology_loss": 3.1234591007232666, |
| "eval_biology_mean_token_accuracy": 0.47976515793800356, |
| "eval_biology_num_tokens": 59574951.0, |
| "eval_biology_runtime": 49.9354, |
| "eval_biology_samples_per_second": 10.013, |
| "eval_biology_steps_per_second": 2.503, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_chemistry_entropy": 1.2157120180130006, |
| "eval_chemistry_loss": 1.327707052230835, |
| "eval_chemistry_mean_token_accuracy": 0.7026024498939514, |
| "eval_chemistry_num_tokens": 59574951.0, |
| "eval_chemistry_runtime": 61.896, |
| "eval_chemistry_samples_per_second": 8.078, |
| "eval_chemistry_steps_per_second": 2.02, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_math_entropy": 0.9411606469154358, |
| "eval_math_loss": 1.1865390539169312, |
| "eval_math_mean_token_accuracy": 0.733888931274414, |
| "eval_math_num_tokens": 59574951.0, |
| "eval_math_runtime": 63.4329, |
| "eval_math_samples_per_second": 7.882, |
| "eval_math_steps_per_second": 1.971, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_physics_entropy": 0.8502533750534058, |
| "eval_physics_loss": 0.8870522379875183, |
| "eval_physics_mean_token_accuracy": 0.7766082410812378, |
| "eval_physics_num_tokens": 59574951.0, |
| "eval_physics_runtime": 72.3169, |
| "eval_physics_samples_per_second": 6.914, |
| "eval_physics_steps_per_second": 1.729, |
| "step": 1800 |
| }, |
| { |
| "entropy": 0.831662517786026, |
| "epoch": 2.896, |
| "grad_norm": 19.125, |
| "learning_rate": 8.822222222222223e-06, |
| "loss": 13.3788, |
| "mean_token_accuracy": 0.7865715123713016, |
| "num_tokens": 59903274.0, |
| "step": 1810 |
| }, |
| { |
| "entropy": 0.8292084554210305, |
| "epoch": 2.912, |
| "grad_norm": 19.625, |
| "learning_rate": 8.74814814814815e-06, |
| "loss": 13.3071, |
| "mean_token_accuracy": 0.7875285055488348, |
| "num_tokens": 60234203.0, |
| "step": 1820 |
| }, |
| { |
| "entropy": 0.8230883669108152, |
| "epoch": 2.928, |
| "grad_norm": 19.0, |
| "learning_rate": 8.674074074074074e-06, |
| "loss": 13.2304, |
| "mean_token_accuracy": 0.7883638426661491, |
| "num_tokens": 60559123.0, |
| "step": 1830 |
| }, |
| { |
| "entropy": 0.8234717439860105, |
| "epoch": 2.944, |
| "grad_norm": 21.125, |
| "learning_rate": 8.6e-06, |
| "loss": 13.2157, |
| "mean_token_accuracy": 0.7892068441957235, |
| "num_tokens": 60893423.0, |
| "step": 1840 |
| }, |
| { |
| "entropy": 0.834986207447946, |
| "epoch": 2.96, |
| "grad_norm": 17.5, |
| "learning_rate": 8.525925925925927e-06, |
| "loss": 13.4812, |
| "mean_token_accuracy": 0.7855305273085833, |
| "num_tokens": 61228692.0, |
| "step": 1850 |
| }, |
| { |
| "entropy": 0.839332346059382, |
| "epoch": 2.976, |
| "grad_norm": 18.375, |
| "learning_rate": 8.451851851851852e-06, |
| "loss": 13.4263, |
| "mean_token_accuracy": 0.7843829181045294, |
| "num_tokens": 61560852.0, |
| "step": 1860 |
| }, |
| { |
| "entropy": 0.8094001712277532, |
| "epoch": 2.992, |
| "grad_norm": 18.625, |
| "learning_rate": 8.377777777777779e-06, |
| "loss": 13.0269, |
| "mean_token_accuracy": 0.7902657438069582, |
| "num_tokens": 61898951.0, |
| "step": 1870 |
| }, |
| { |
| "entropy": 0.8142060209065676, |
| "epoch": 3.008, |
| "grad_norm": 17.625, |
| "learning_rate": 8.303703703703705e-06, |
| "loss": 13.047, |
| "mean_token_accuracy": 0.7903710417449474, |
| "num_tokens": 62223875.0, |
| "step": 1880 |
| }, |
| { |
| "entropy": 0.8257684953510761, |
| "epoch": 3.024, |
| "grad_norm": 18.5, |
| "learning_rate": 8.229629629629632e-06, |
| "loss": 13.2072, |
| "mean_token_accuracy": 0.7877598956227303, |
| "num_tokens": 62553166.0, |
| "step": 1890 |
| }, |
| { |
| "entropy": 0.8063547797501087, |
| "epoch": 3.04, |
| "grad_norm": 19.375, |
| "learning_rate": 8.155555555555556e-06, |
| "loss": 12.9977, |
| "mean_token_accuracy": 0.7906218387186528, |
| "num_tokens": 62893113.0, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_biology_entropy": 2.6121346549987794, |
| "eval_biology_loss": 3.140951633453369, |
| "eval_biology_mean_token_accuracy": 0.4791584732532501, |
| "eval_biology_num_tokens": 62893113.0, |
| "eval_biology_runtime": 50.0258, |
| "eval_biology_samples_per_second": 9.995, |
| "eval_biology_steps_per_second": 2.499, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_chemistry_entropy": 1.2029799346923828, |
| "eval_chemistry_loss": 1.3304651975631714, |
| "eval_chemistry_mean_token_accuracy": 0.7021719708442687, |
| "eval_chemistry_num_tokens": 62893113.0, |
| "eval_chemistry_runtime": 61.9254, |
| "eval_chemistry_samples_per_second": 8.074, |
| "eval_chemistry_steps_per_second": 2.019, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_math_entropy": 0.9358730678558349, |
| "eval_math_loss": 1.189276099205017, |
| "eval_math_mean_token_accuracy": 0.7338773818016052, |
| "eval_math_num_tokens": 62893113.0, |
| "eval_math_runtime": 63.449, |
| "eval_math_samples_per_second": 7.88, |
| "eval_math_steps_per_second": 1.97, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_physics_entropy": 0.8415746116638183, |
| "eval_physics_loss": 0.88661128282547, |
| "eval_physics_mean_token_accuracy": 0.7766357960700989, |
| "eval_physics_num_tokens": 62893113.0, |
| "eval_physics_runtime": 72.4553, |
| "eval_physics_samples_per_second": 6.901, |
| "eval_physics_steps_per_second": 1.725, |
| "step": 1900 |
| }, |
| { |
| "entropy": 0.8349037554115057, |
| "epoch": 3.056, |
| "grad_norm": 20.25, |
| "learning_rate": 8.081481481481483e-06, |
| "loss": 13.4095, |
| "mean_token_accuracy": 0.7856102827936411, |
| "num_tokens": 63218088.0, |
| "step": 1910 |
| }, |
| { |
| "entropy": 0.8310254758223892, |
| "epoch": 3.072, |
| "grad_norm": 20.625, |
| "learning_rate": 8.007407407407408e-06, |
| "loss": 13.3177, |
| "mean_token_accuracy": 0.7858017560094595, |
| "num_tokens": 63551201.0, |
| "step": 1920 |
| }, |
| { |
| "entropy": 0.8434441756457091, |
| "epoch": 3.088, |
| "grad_norm": 19.5, |
| "learning_rate": 7.933333333333334e-06, |
| "loss": 13.5925, |
| "mean_token_accuracy": 0.7826492808759212, |
| "num_tokens": 63876362.0, |
| "step": 1930 |
| }, |
| { |
| "entropy": 0.8093680031597614, |
| "epoch": 3.104, |
| "grad_norm": 18.75, |
| "learning_rate": 7.859259259259259e-06, |
| "loss": 12.9195, |
| "mean_token_accuracy": 0.7914323821663857, |
| "num_tokens": 64208171.0, |
| "step": 1940 |
| }, |
| { |
| "entropy": 0.8109165525063873, |
| "epoch": 3.12, |
| "grad_norm": 18.625, |
| "learning_rate": 7.785185185185185e-06, |
| "loss": 12.965, |
| "mean_token_accuracy": 0.7911074563860894, |
| "num_tokens": 64544493.0, |
| "step": 1950 |
| }, |
| { |
| "entropy": 0.8407998465001583, |
| "epoch": 3.136, |
| "grad_norm": 19.375, |
| "learning_rate": 7.711111111111112e-06, |
| "loss": 13.5943, |
| "mean_token_accuracy": 0.7827663112431764, |
| "num_tokens": 64872488.0, |
| "step": 1960 |
| }, |
| { |
| "entropy": 0.8074584787711501, |
| "epoch": 3.152, |
| "grad_norm": 18.875, |
| "learning_rate": 7.637037037037037e-06, |
| "loss": 12.897, |
| "mean_token_accuracy": 0.7921464066952467, |
| "num_tokens": 65201124.0, |
| "step": 1970 |
| }, |
| { |
| "entropy": 0.8256604298949242, |
| "epoch": 3.168, |
| "grad_norm": 17.5, |
| "learning_rate": 7.562962962962963e-06, |
| "loss": 13.3492, |
| "mean_token_accuracy": 0.7878177661448718, |
| "num_tokens": 65525868.0, |
| "step": 1980 |
| }, |
| { |
| "entropy": 0.8148544320836664, |
| "epoch": 3.184, |
| "grad_norm": 19.5, |
| "learning_rate": 7.48888888888889e-06, |
| "loss": 13.0185, |
| "mean_token_accuracy": 0.7923109978437424, |
| "num_tokens": 65861603.0, |
| "step": 1990 |
| }, |
| { |
| "entropy": 0.825370734743774, |
| "epoch": 3.2, |
| "grad_norm": 18.25, |
| "learning_rate": 7.4148148148148155e-06, |
| "loss": 13.3044, |
| "mean_token_accuracy": 0.7872026544064283, |
| "num_tokens": 66193675.0, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_biology_entropy": 2.592471206665039, |
| "eval_biology_loss": 3.1430797576904297, |
| "eval_biology_mean_token_accuracy": 0.47978607106208804, |
| "eval_biology_num_tokens": 66193675.0, |
| "eval_biology_runtime": 49.8434, |
| "eval_biology_samples_per_second": 10.031, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_chemistry_entropy": 1.1954125108718872, |
| "eval_chemistry_loss": 1.3291075229644775, |
| "eval_chemistry_mean_token_accuracy": 0.7032857236862182, |
| "eval_chemistry_num_tokens": 66193675.0, |
| "eval_chemistry_runtime": 61.4502, |
| "eval_chemistry_samples_per_second": 8.137, |
| "eval_chemistry_steps_per_second": 2.034, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_math_entropy": 0.932641517162323, |
| "eval_math_loss": 1.1883680820465088, |
| "eval_math_mean_token_accuracy": 0.7337643942832947, |
| "eval_math_num_tokens": 66193675.0, |
| "eval_math_runtime": 63.2406, |
| "eval_math_samples_per_second": 7.906, |
| "eval_math_steps_per_second": 1.977, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_physics_entropy": 0.8384064409732819, |
| "eval_physics_loss": 0.885689377784729, |
| "eval_physics_mean_token_accuracy": 0.7765848093032837, |
| "eval_physics_num_tokens": 66193675.0, |
| "eval_physics_runtime": 72.1348, |
| "eval_physics_samples_per_second": 6.931, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 2000 |
| }, |
| { |
| "entropy": 0.817348986491561, |
| "epoch": 3.216, |
| "grad_norm": 20.0, |
| "learning_rate": 7.340740740740742e-06, |
| "loss": 13.1509, |
| "mean_token_accuracy": 0.7882370110601187, |
| "num_tokens": 66522835.0, |
| "step": 2010 |
| }, |
| { |
| "entropy": 0.854836180433631, |
| "epoch": 3.232, |
| "grad_norm": 19.375, |
| "learning_rate": 7.266666666666668e-06, |
| "loss": 13.7487, |
| "mean_token_accuracy": 0.7814681313931942, |
| "num_tokens": 66853693.0, |
| "step": 2020 |
| }, |
| { |
| "entropy": 0.7906106799840927, |
| "epoch": 3.248, |
| "grad_norm": 20.625, |
| "learning_rate": 7.192592592592593e-06, |
| "loss": 12.6765, |
| "mean_token_accuracy": 0.7941000793129206, |
| "num_tokens": 67192299.0, |
| "step": 2030 |
| }, |
| { |
| "entropy": 0.814421945810318, |
| "epoch": 3.2640000000000002, |
| "grad_norm": 19.875, |
| "learning_rate": 7.118518518518519e-06, |
| "loss": 13.1479, |
| "mean_token_accuracy": 0.7905503310263157, |
| "num_tokens": 67517068.0, |
| "step": 2040 |
| }, |
| { |
| "entropy": 0.8242502415552735, |
| "epoch": 3.2800000000000002, |
| "grad_norm": 19.5, |
| "learning_rate": 7.044444444444445e-06, |
| "loss": 13.1118, |
| "mean_token_accuracy": 0.7895435027778148, |
| "num_tokens": 67841380.0, |
| "step": 2050 |
| }, |
| { |
| "entropy": 0.8079620378091932, |
| "epoch": 3.296, |
| "grad_norm": 18.125, |
| "learning_rate": 6.97037037037037e-06, |
| "loss": 13.0632, |
| "mean_token_accuracy": 0.7900959871709347, |
| "num_tokens": 68175287.0, |
| "step": 2060 |
| }, |
| { |
| "entropy": 0.821021930873394, |
| "epoch": 3.312, |
| "grad_norm": 19.5, |
| "learning_rate": 6.896296296296297e-06, |
| "loss": 13.1696, |
| "mean_token_accuracy": 0.7892089109867811, |
| "num_tokens": 68513030.0, |
| "step": 2070 |
| }, |
| { |
| "entropy": 0.8524089317768813, |
| "epoch": 3.328, |
| "grad_norm": 20.125, |
| "learning_rate": 6.8222222222222225e-06, |
| "loss": 13.7199, |
| "mean_token_accuracy": 0.7818126205354929, |
| "num_tokens": 68839883.0, |
| "step": 2080 |
| }, |
| { |
| "entropy": 0.8236784156411886, |
| "epoch": 3.344, |
| "grad_norm": 21.25, |
| "learning_rate": 6.748148148148149e-06, |
| "loss": 13.2044, |
| "mean_token_accuracy": 0.7871458046138287, |
| "num_tokens": 69173450.0, |
| "step": 2090 |
| }, |
| { |
| "entropy": 0.8218971570953727, |
| "epoch": 3.36, |
| "grad_norm": 19.125, |
| "learning_rate": 6.674074074074075e-06, |
| "loss": 13.258, |
| "mean_token_accuracy": 0.788434125483036, |
| "num_tokens": 69510512.0, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_biology_entropy": 2.6040579748153685, |
| "eval_biology_loss": 3.151533365249634, |
| "eval_biology_mean_token_accuracy": 0.47923961186409, |
| "eval_biology_num_tokens": 69510512.0, |
| "eval_biology_runtime": 49.823, |
| "eval_biology_samples_per_second": 10.036, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_chemistry_entropy": 1.204939450263977, |
| "eval_chemistry_loss": 1.3286526203155518, |
| "eval_chemistry_mean_token_accuracy": 0.7025578045845031, |
| "eval_chemistry_num_tokens": 69510512.0, |
| "eval_chemistry_runtime": 61.7492, |
| "eval_chemistry_samples_per_second": 8.097, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_math_entropy": 0.938358835697174, |
| "eval_math_loss": 1.1868449449539185, |
| "eval_math_mean_token_accuracy": 0.733868212223053, |
| "eval_math_num_tokens": 69510512.0, |
| "eval_math_runtime": 63.3033, |
| "eval_math_samples_per_second": 7.898, |
| "eval_math_steps_per_second": 1.975, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_physics_entropy": 0.8448640689849853, |
| "eval_physics_loss": 0.8845359086990356, |
| "eval_physics_mean_token_accuracy": 0.7768239378929138, |
| "eval_physics_num_tokens": 69510512.0, |
| "eval_physics_runtime": 72.1284, |
| "eval_physics_samples_per_second": 6.932, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 2100 |
| }, |
| { |
| "entropy": 0.7963997656479478, |
| "epoch": 3.376, |
| "grad_norm": 17.625, |
| "learning_rate": 6.600000000000001e-06, |
| "loss": 12.7732, |
| "mean_token_accuracy": 0.7945189572870731, |
| "num_tokens": 69853992.0, |
| "step": 2110 |
| }, |
| { |
| "entropy": 0.8507452296093106, |
| "epoch": 3.392, |
| "grad_norm": 19.75, |
| "learning_rate": 6.525925925925927e-06, |
| "loss": 13.6131, |
| "mean_token_accuracy": 0.7810999616980553, |
| "num_tokens": 70178388.0, |
| "step": 2120 |
| }, |
| { |
| "entropy": 0.8109092302620411, |
| "epoch": 3.408, |
| "grad_norm": 19.625, |
| "learning_rate": 6.4518518518518525e-06, |
| "loss": 12.9974, |
| "mean_token_accuracy": 0.7911774169653654, |
| "num_tokens": 70507903.0, |
| "step": 2130 |
| }, |
| { |
| "entropy": 0.8097791658714414, |
| "epoch": 3.424, |
| "grad_norm": 20.125, |
| "learning_rate": 6.377777777777778e-06, |
| "loss": 12.9972, |
| "mean_token_accuracy": 0.7909738626331091, |
| "num_tokens": 70835982.0, |
| "step": 2140 |
| }, |
| { |
| "entropy": 0.8342178747057915, |
| "epoch": 3.44, |
| "grad_norm": 19.25, |
| "learning_rate": 6.303703703703704e-06, |
| "loss": 13.5081, |
| "mean_token_accuracy": 0.7840817723423242, |
| "num_tokens": 71172338.0, |
| "step": 2150 |
| }, |
| { |
| "entropy": 0.835791602730751, |
| "epoch": 3.456, |
| "grad_norm": 20.5, |
| "learning_rate": 6.2296296296296295e-06, |
| "loss": 13.3876, |
| "mean_token_accuracy": 0.7847528338432312, |
| "num_tokens": 71506904.0, |
| "step": 2160 |
| }, |
| { |
| "entropy": 0.8411149365827442, |
| "epoch": 3.472, |
| "grad_norm": 20.25, |
| "learning_rate": 6.155555555555556e-06, |
| "loss": 13.5361, |
| "mean_token_accuracy": 0.7834794349968434, |
| "num_tokens": 71830111.0, |
| "step": 2170 |
| }, |
| { |
| "entropy": 0.8058004789054394, |
| "epoch": 3.488, |
| "grad_norm": 19.125, |
| "learning_rate": 6.081481481481482e-06, |
| "loss": 12.8852, |
| "mean_token_accuracy": 0.7940779197961092, |
| "num_tokens": 72162307.0, |
| "step": 2180 |
| }, |
| { |
| "entropy": 0.8313451528549194, |
| "epoch": 3.504, |
| "grad_norm": 20.5, |
| "learning_rate": 6.007407407407407e-06, |
| "loss": 13.4177, |
| "mean_token_accuracy": 0.7863111417740584, |
| "num_tokens": 72492324.0, |
| "step": 2190 |
| }, |
| { |
| "entropy": 0.8189271073788404, |
| "epoch": 3.52, |
| "grad_norm": 20.0, |
| "learning_rate": 5.933333333333335e-06, |
| "loss": 13.2294, |
| "mean_token_accuracy": 0.7890881035476923, |
| "num_tokens": 72814868.0, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_biology_entropy": 2.6062594680786133, |
| "eval_biology_loss": 3.1397392749786377, |
| "eval_biology_mean_token_accuracy": 0.4786659035682678, |
| "eval_biology_num_tokens": 72814868.0, |
| "eval_biology_runtime": 49.8201, |
| "eval_biology_samples_per_second": 10.036, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_chemistry_entropy": 1.2033264746665955, |
| "eval_chemistry_loss": 1.3279136419296265, |
| "eval_chemistry_mean_token_accuracy": 0.7024473180770874, |
| "eval_chemistry_num_tokens": 72814868.0, |
| "eval_chemistry_runtime": 61.7534, |
| "eval_chemistry_samples_per_second": 8.097, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_math_entropy": 0.936860782623291, |
| "eval_math_loss": 1.1871042251586914, |
| "eval_math_mean_token_accuracy": 0.7336988892555237, |
| "eval_math_num_tokens": 72814868.0, |
| "eval_math_runtime": 63.3178, |
| "eval_math_samples_per_second": 7.897, |
| "eval_math_steps_per_second": 1.974, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_physics_entropy": 0.8426528668403626, |
| "eval_physics_loss": 0.8837320804595947, |
| "eval_physics_mean_token_accuracy": 0.7770564141273498, |
| "eval_physics_num_tokens": 72814868.0, |
| "eval_physics_runtime": 72.1699, |
| "eval_physics_samples_per_second": 6.928, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 2200 |
| }, |
| { |
| "entropy": 0.8303699800744653, |
| "epoch": 3.536, |
| "grad_norm": 17.875, |
| "learning_rate": 5.85925925925926e-06, |
| "loss": 13.3117, |
| "mean_token_accuracy": 0.7869497302919626, |
| "num_tokens": 73144676.0, |
| "step": 2210 |
| }, |
| { |
| "entropy": 0.8237640831619502, |
| "epoch": 3.552, |
| "grad_norm": 17.0, |
| "learning_rate": 5.785185185185186e-06, |
| "loss": 13.134, |
| "mean_token_accuracy": 0.7901033364236355, |
| "num_tokens": 73474150.0, |
| "step": 2220 |
| }, |
| { |
| "entropy": 0.8104285070672631, |
| "epoch": 3.568, |
| "grad_norm": 20.0, |
| "learning_rate": 5.711111111111112e-06, |
| "loss": 13.0371, |
| "mean_token_accuracy": 0.7900369968265295, |
| "num_tokens": 73814337.0, |
| "step": 2230 |
| }, |
| { |
| "entropy": 0.847630956210196, |
| "epoch": 3.584, |
| "grad_norm": 19.75, |
| "learning_rate": 5.637037037037037e-06, |
| "loss": 13.8021, |
| "mean_token_accuracy": 0.7800593625754118, |
| "num_tokens": 74139916.0, |
| "step": 2240 |
| }, |
| { |
| "entropy": 0.8181004714220762, |
| "epoch": 3.6, |
| "grad_norm": 20.625, |
| "learning_rate": 5.562962962962963e-06, |
| "loss": 12.9809, |
| "mean_token_accuracy": 0.7909910753369331, |
| "num_tokens": 74481410.0, |
| "step": 2250 |
| }, |
| { |
| "entropy": 0.8192324381321668, |
| "epoch": 3.616, |
| "grad_norm": 18.375, |
| "learning_rate": 5.4888888888888895e-06, |
| "loss": 13.1107, |
| "mean_token_accuracy": 0.7886204149574041, |
| "num_tokens": 74818399.0, |
| "step": 2260 |
| }, |
| { |
| "entropy": 0.818259296566248, |
| "epoch": 3.632, |
| "grad_norm": 19.0, |
| "learning_rate": 5.414814814814815e-06, |
| "loss": 13.1013, |
| "mean_token_accuracy": 0.7898475378751755, |
| "num_tokens": 75148445.0, |
| "step": 2270 |
| }, |
| { |
| "entropy": 0.8245074760168791, |
| "epoch": 3.648, |
| "grad_norm": 19.0, |
| "learning_rate": 5.340740740740741e-06, |
| "loss": 13.3386, |
| "mean_token_accuracy": 0.7864024586975574, |
| "num_tokens": 75475448.0, |
| "step": 2280 |
| }, |
| { |
| "entropy": 0.8122432397678494, |
| "epoch": 3.664, |
| "grad_norm": 18.25, |
| "learning_rate": 5.2666666666666665e-06, |
| "loss": 12.9921, |
| "mean_token_accuracy": 0.7909019440412521, |
| "num_tokens": 75811516.0, |
| "step": 2290 |
| }, |
| { |
| "entropy": 0.8354866733774543, |
| "epoch": 3.68, |
| "grad_norm": 18.625, |
| "learning_rate": 5.192592592592594e-06, |
| "loss": 13.5011, |
| "mean_token_accuracy": 0.7843391906470061, |
| "num_tokens": 76131750.0, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_biology_entropy": 2.605925470352173, |
| "eval_biology_loss": 3.1485085487365723, |
| "eval_biology_mean_token_accuracy": 0.4793458366394043, |
| "eval_biology_num_tokens": 76131750.0, |
| "eval_biology_runtime": 49.8966, |
| "eval_biology_samples_per_second": 10.021, |
| "eval_biology_steps_per_second": 2.505, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_chemistry_entropy": 1.2000784149169923, |
| "eval_chemistry_loss": 1.3273272514343262, |
| "eval_chemistry_mean_token_accuracy": 0.7031446852684021, |
| "eval_chemistry_num_tokens": 76131750.0, |
| "eval_chemistry_runtime": 61.8443, |
| "eval_chemistry_samples_per_second": 8.085, |
| "eval_chemistry_steps_per_second": 2.021, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_math_entropy": 0.9317488698959351, |
| "eval_math_loss": 1.1878645420074463, |
| "eval_math_mean_token_accuracy": 0.7335646581649781, |
| "eval_math_num_tokens": 76131750.0, |
| "eval_math_runtime": 63.4072, |
| "eval_math_samples_per_second": 7.886, |
| "eval_math_steps_per_second": 1.971, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_physics_entropy": 0.840427505493164, |
| "eval_physics_loss": 0.8833025097846985, |
| "eval_physics_mean_token_accuracy": 0.7773792266845703, |
| "eval_physics_num_tokens": 76131750.0, |
| "eval_physics_runtime": 72.28, |
| "eval_physics_samples_per_second": 6.918, |
| "eval_physics_steps_per_second": 1.729, |
| "step": 2300 |
| }, |
| { |
| "entropy": 0.8487831071019173, |
| "epoch": 3.6959999999999997, |
| "grad_norm": 19.5, |
| "learning_rate": 5.1185185185185195e-06, |
| "loss": 13.6905, |
| "mean_token_accuracy": 0.782705707848072, |
| "num_tokens": 76460225.0, |
| "step": 2310 |
| }, |
| { |
| "entropy": 0.816498682461679, |
| "epoch": 3.7119999999999997, |
| "grad_norm": 21.5, |
| "learning_rate": 5.044444444444445e-06, |
| "loss": 13.0929, |
| "mean_token_accuracy": 0.7900269690901041, |
| "num_tokens": 76793614.0, |
| "step": 2320 |
| }, |
| { |
| "entropy": 0.8413596417754888, |
| "epoch": 3.7279999999999998, |
| "grad_norm": 18.625, |
| "learning_rate": 4.970370370370371e-06, |
| "loss": 13.5577, |
| "mean_token_accuracy": 0.7830862667411566, |
| "num_tokens": 77121009.0, |
| "step": 2330 |
| }, |
| { |
| "entropy": 0.8246031574904918, |
| "epoch": 3.7439999999999998, |
| "grad_norm": 20.25, |
| "learning_rate": 4.8962962962962965e-06, |
| "loss": 13.2587, |
| "mean_token_accuracy": 0.7871674124151469, |
| "num_tokens": 77446311.0, |
| "step": 2340 |
| }, |
| { |
| "entropy": 0.8347618822008371, |
| "epoch": 3.76, |
| "grad_norm": 19.0, |
| "learning_rate": 4.822222222222222e-06, |
| "loss": 13.3709, |
| "mean_token_accuracy": 0.7857745707035064, |
| "num_tokens": 77781488.0, |
| "step": 2350 |
| }, |
| { |
| "entropy": 0.8304801799356938, |
| "epoch": 3.776, |
| "grad_norm": 20.375, |
| "learning_rate": 4.748148148148149e-06, |
| "loss": 13.3514, |
| "mean_token_accuracy": 0.7865095619112253, |
| "num_tokens": 78108138.0, |
| "step": 2360 |
| }, |
| { |
| "entropy": 0.808137602545321, |
| "epoch": 3.792, |
| "grad_norm": 18.75, |
| "learning_rate": 4.674074074074074e-06, |
| "loss": 12.9843, |
| "mean_token_accuracy": 0.7931205939501524, |
| "num_tokens": 78449177.0, |
| "step": 2370 |
| }, |
| { |
| "entropy": 0.8280873820185661, |
| "epoch": 3.808, |
| "grad_norm": 18.5, |
| "learning_rate": 4.600000000000001e-06, |
| "loss": 13.3025, |
| "mean_token_accuracy": 0.7860911298543215, |
| "num_tokens": 78778761.0, |
| "step": 2380 |
| }, |
| { |
| "entropy": 0.8410927448421717, |
| "epoch": 3.824, |
| "grad_norm": 19.25, |
| "learning_rate": 4.5259259259259265e-06, |
| "loss": 13.5029, |
| "mean_token_accuracy": 0.784429706633091, |
| "num_tokens": 79102912.0, |
| "step": 2390 |
| }, |
| { |
| "entropy": 0.821617573313415, |
| "epoch": 3.84, |
| "grad_norm": 20.125, |
| "learning_rate": 4.451851851851852e-06, |
| "loss": 13.2334, |
| "mean_token_accuracy": 0.7883923355489969, |
| "num_tokens": 79436236.0, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_biology_entropy": 2.608323128700256, |
| "eval_biology_loss": 3.1368472576141357, |
| "eval_biology_mean_token_accuracy": 0.47951707887649536, |
| "eval_biology_num_tokens": 79436236.0, |
| "eval_biology_runtime": 49.8217, |
| "eval_biology_samples_per_second": 10.036, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_chemistry_entropy": 1.2032200002670288, |
| "eval_chemistry_loss": 1.3268632888793945, |
| "eval_chemistry_mean_token_accuracy": 0.702893283367157, |
| "eval_chemistry_num_tokens": 79436236.0, |
| "eval_chemistry_runtime": 62.1592, |
| "eval_chemistry_samples_per_second": 8.044, |
| "eval_chemistry_steps_per_second": 2.011, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_math_entropy": 0.9371942892074585, |
| "eval_math_loss": 1.1872590780258179, |
| "eval_math_mean_token_accuracy": 0.7340162506103516, |
| "eval_math_num_tokens": 79436236.0, |
| "eval_math_runtime": 63.6063, |
| "eval_math_samples_per_second": 7.861, |
| "eval_math_steps_per_second": 1.965, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_physics_entropy": 0.8427950644493103, |
| "eval_physics_loss": 0.8829500675201416, |
| "eval_physics_mean_token_accuracy": 0.7773289399147034, |
| "eval_physics_num_tokens": 79436236.0, |
| "eval_physics_runtime": 72.2234, |
| "eval_physics_samples_per_second": 6.923, |
| "eval_physics_steps_per_second": 1.731, |
| "step": 2400 |
| }, |
| { |
| "entropy": 0.8030849374830723, |
| "epoch": 3.856, |
| "grad_norm": 18.375, |
| "learning_rate": 4.377777777777778e-06, |
| "loss": 12.8811, |
| "mean_token_accuracy": 0.7927878838032484, |
| "num_tokens": 79772163.0, |
| "step": 2410 |
| }, |
| { |
| "entropy": 0.8331086363643407, |
| "epoch": 3.872, |
| "grad_norm": 20.75, |
| "learning_rate": 4.3037037037037035e-06, |
| "loss": 13.2838, |
| "mean_token_accuracy": 0.7862316433340311, |
| "num_tokens": 80099967.0, |
| "step": 2420 |
| }, |
| { |
| "entropy": 0.8246728168800473, |
| "epoch": 3.888, |
| "grad_norm": 20.25, |
| "learning_rate": 4.22962962962963e-06, |
| "loss": 13.2966, |
| "mean_token_accuracy": 0.7876805573701858, |
| "num_tokens": 80430055.0, |
| "step": 2430 |
| }, |
| { |
| "entropy": 0.859740087762475, |
| "epoch": 3.904, |
| "grad_norm": 22.0, |
| "learning_rate": 4.155555555555556e-06, |
| "loss": 13.8673, |
| "mean_token_accuracy": 0.7792655471712351, |
| "num_tokens": 80763923.0, |
| "step": 2440 |
| }, |
| { |
| "entropy": 0.8212427636608481, |
| "epoch": 3.92, |
| "grad_norm": 20.75, |
| "learning_rate": 4.081481481481482e-06, |
| "loss": 13.1513, |
| "mean_token_accuracy": 0.7892008528113366, |
| "num_tokens": 81098568.0, |
| "step": 2450 |
| }, |
| { |
| "entropy": 0.832253485918045, |
| "epoch": 3.936, |
| "grad_norm": 19.0, |
| "learning_rate": 4.007407407407408e-06, |
| "loss": 13.3578, |
| "mean_token_accuracy": 0.7863949816673994, |
| "num_tokens": 81423109.0, |
| "step": 2460 |
| }, |
| { |
| "entropy": 0.8406696753576398, |
| "epoch": 3.952, |
| "grad_norm": 21.875, |
| "learning_rate": 3.9333333333333335e-06, |
| "loss": 13.5337, |
| "mean_token_accuracy": 0.7836084965616464, |
| "num_tokens": 81753214.0, |
| "step": 2470 |
| }, |
| { |
| "entropy": 0.8148748876526952, |
| "epoch": 3.968, |
| "grad_norm": 22.125, |
| "learning_rate": 3.85925925925926e-06, |
| "loss": 13.0495, |
| "mean_token_accuracy": 0.7895875804126262, |
| "num_tokens": 82076472.0, |
| "step": 2480 |
| }, |
| { |
| "entropy": 0.8054082557559014, |
| "epoch": 3.984, |
| "grad_norm": 18.5, |
| "learning_rate": 3.7851851851851857e-06, |
| "loss": 12.8509, |
| "mean_token_accuracy": 0.7923774540424346, |
| "num_tokens": 82418472.0, |
| "step": 2490 |
| }, |
| { |
| "entropy": 0.8139926699921489, |
| "epoch": 4.0, |
| "grad_norm": 21.125, |
| "learning_rate": 3.7111111111111113e-06, |
| "loss": 13.094, |
| "mean_token_accuracy": 0.789514297619462, |
| "num_tokens": 82747216.0, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_biology_entropy": 2.596646837234497, |
| "eval_biology_loss": 3.1402840614318848, |
| "eval_biology_mean_token_accuracy": 0.47984995126724245, |
| "eval_biology_num_tokens": 82747216.0, |
| "eval_biology_runtime": 49.7911, |
| "eval_biology_samples_per_second": 10.042, |
| "eval_biology_steps_per_second": 2.51, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_chemistry_entropy": 1.19823095703125, |
| "eval_chemistry_loss": 1.3272966146469116, |
| "eval_chemistry_mean_token_accuracy": 0.702995774269104, |
| "eval_chemistry_num_tokens": 82747216.0, |
| "eval_chemistry_runtime": 61.3566, |
| "eval_chemistry_samples_per_second": 8.149, |
| "eval_chemistry_steps_per_second": 2.037, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_math_entropy": 0.9340950083732605, |
| "eval_math_loss": 1.187938928604126, |
| "eval_math_mean_token_accuracy": 0.733943380355835, |
| "eval_math_num_tokens": 82747216.0, |
| "eval_math_runtime": 63.2435, |
| "eval_math_samples_per_second": 7.906, |
| "eval_math_steps_per_second": 1.976, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_physics_entropy": 0.8391828942298889, |
| "eval_physics_loss": 0.8828689455986023, |
| "eval_physics_mean_token_accuracy": 0.7774432940483094, |
| "eval_physics_num_tokens": 82747216.0, |
| "eval_physics_runtime": 72.1271, |
| "eval_physics_samples_per_second": 6.932, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 2500 |
| } |
| ], |
| "logging_steps": 10, |
| "max_steps": 3000, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "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": 8.272635579032348e+18, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
