| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 0.8, |
| "eval_steps": 100, |
| "global_step": 500, |
| "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 |
| } |
| ], |
| "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": 1.652179086470234e+18, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
