{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 6.3904, "eval_steps": 100, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 2.528095572441816, "epoch": 0.032, "grad_norm": 251.0, "learning_rate": 1.8e-07, "loss": 6.6082, "mean_token_accuracy": 0.21971591785550118, "num_tokens": 166758.0, "step": 10 }, { "entropy": 2.540951229631901, "epoch": 0.064, "grad_norm": 255.0, "learning_rate": 3.8e-07, "loss": 6.521, "mean_token_accuracy": 0.22138903560116888, "num_tokens": 333231.0, "step": 20 }, { "entropy": 2.5206488400697706, "epoch": 0.096, "grad_norm": 260.0, "learning_rate": 5.800000000000001e-07, "loss": 6.4223, "mean_token_accuracy": 0.22258271211758257, "num_tokens": 494697.0, "step": 30 }, { "entropy": 2.5920443564653395, "epoch": 0.128, "grad_norm": 243.0, "learning_rate": 7.8e-07, "loss": 6.2586, "mean_token_accuracy": 0.22078513531014324, "num_tokens": 665636.0, "step": 40 }, { "entropy": 2.7184064492583273, "epoch": 0.16, "grad_norm": 188.0, "learning_rate": 9.800000000000001e-07, "loss": 5.9925, "mean_token_accuracy": 0.21972714476287364, "num_tokens": 831010.0, "step": 50 }, { "entropy": 2.7776166409254075, "epoch": 0.192, "grad_norm": 141.0, "learning_rate": 1.1800000000000001e-06, "loss": 5.3252, "mean_token_accuracy": 0.23665523305535316, "num_tokens": 997538.0, "step": 60 }, { "entropy": 2.8701344512403013, "epoch": 0.224, "grad_norm": 80.5, "learning_rate": 1.3800000000000001e-06, "loss": 4.6962, "mean_token_accuracy": 0.26214539231732487, "num_tokens": 1166249.0, "step": 70 }, { "entropy": 3.226949879527092, "epoch": 0.256, "grad_norm": 54.25, "learning_rate": 1.5800000000000001e-06, "loss": 4.2438, "mean_token_accuracy": 0.2808788095600903, "num_tokens": 1332878.0, "step": 80 }, { "entropy": 3.3381400883197783, "epoch": 0.288, "grad_norm": 35.75, "learning_rate": 1.7800000000000001e-06, "loss": 3.7944, "mean_token_accuracy": 0.31892537530511617, "num_tokens": 1499929.0, "step": 90 }, { "entropy": 3.3039391934871674, "epoch": 0.32, "grad_norm": 23.625, "learning_rate": 1.98e-06, "loss": 3.4785, "mean_token_accuracy": 0.34879792630672457, "num_tokens": 1660639.0, "step": 100 }, { "epoch": 0.32, "eval_coding_entropy": 1.9907222771644593, "eval_coding_loss": 2.2322070598602295, "eval_coding_mean_token_accuracy": 0.49504432117938996, "eval_coding_num_tokens": 1660639.0, "eval_coding_runtime": 80.8983, "eval_coding_samples_per_second": 6.181, "eval_coding_steps_per_second": 3.09, "step": 100 }, { "epoch": 0.32, "eval_physics_entropy": 3.267650173187256, "eval_physics_loss": 3.3989615440368652, "eval_physics_mean_token_accuracy": 0.35563090866804126, "eval_physics_num_tokens": 1660639.0, "eval_physics_runtime": 51.1457, "eval_physics_samples_per_second": 9.776, "eval_physics_steps_per_second": 4.888, "step": 100 }, { "entropy": 3.207504133880138, "epoch": 0.352, "grad_norm": 22.875, "learning_rate": 2.1800000000000003e-06, "loss": 3.2646, "mean_token_accuracy": 0.36884861923754214, "num_tokens": 1827104.0, "step": 110 }, { "entropy": 3.0256898537278176, "epoch": 0.384, "grad_norm": 17.625, "learning_rate": 2.38e-06, "loss": 3.0598, "mean_token_accuracy": 0.393247177824378, "num_tokens": 1991838.0, "step": 120 }, { "entropy": 2.9381186082959174, "epoch": 0.416, "grad_norm": 16.5, "learning_rate": 2.5800000000000003e-06, "loss": 2.9254, "mean_token_accuracy": 0.41124203372746704, "num_tokens": 2160667.0, "step": 130 }, { "entropy": 2.8182168558239935, "epoch": 0.448, "grad_norm": 15.625, "learning_rate": 2.7800000000000005e-06, "loss": 2.8359, "mean_token_accuracy": 0.42758033741265533, "num_tokens": 2318749.0, "step": 140 }, { "entropy": 2.7808817446231844, "epoch": 0.48, "grad_norm": 17.0, "learning_rate": 2.9800000000000003e-06, "loss": 2.7479, "mean_token_accuracy": 0.43509358577430246, "num_tokens": 2485149.0, "step": 150 }, { "entropy": 2.71549072638154, "epoch": 0.512, "grad_norm": 14.0, "learning_rate": 3.1800000000000005e-06, "loss": 2.6955, "mean_token_accuracy": 0.45029620360583067, "num_tokens": 2649860.0, "step": 160 }, { "entropy": 2.6384543806314467, "epoch": 0.544, "grad_norm": 16.875, "learning_rate": 3.3800000000000007e-06, "loss": 2.6629, "mean_token_accuracy": 0.4562853068113327, "num_tokens": 2808370.0, "step": 170 }, { "entropy": 2.550112411379814, "epoch": 0.576, "grad_norm": 15.6875, "learning_rate": 3.58e-06, "loss": 2.522, "mean_token_accuracy": 0.46982257775962355, "num_tokens": 2983767.0, "step": 180 }, { "entropy": 2.522789068520069, "epoch": 0.608, "grad_norm": 15.875, "learning_rate": 3.7800000000000002e-06, "loss": 2.5013, "mean_token_accuracy": 0.47677798476070166, "num_tokens": 3155652.0, "step": 190 }, { "entropy": 2.527734723687172, "epoch": 0.64, "grad_norm": 14.1875, "learning_rate": 3.980000000000001e-06, "loss": 2.5057, "mean_token_accuracy": 0.4807511504739523, "num_tokens": 3318780.0, "step": 200 }, { "epoch": 0.64, "eval_coding_entropy": 1.9231958236694335, "eval_coding_loss": 2.1203882694244385, "eval_coding_mean_token_accuracy": 0.5172480183839798, "eval_coding_num_tokens": 3318780.0, "eval_coding_runtime": 80.4856, "eval_coding_samples_per_second": 6.212, "eval_coding_steps_per_second": 3.106, "step": 200 }, { "epoch": 0.64, "eval_physics_entropy": 2.5159819135665895, "eval_physics_loss": 2.5135059356689453, "eval_physics_mean_token_accuracy": 0.4827461049556732, "eval_physics_num_tokens": 3318780.0, "eval_physics_runtime": 51.3771, "eval_physics_samples_per_second": 9.732, "eval_physics_steps_per_second": 4.866, "step": 200 }, { "entropy": 2.438960626721382, "epoch": 0.672, "grad_norm": 14.0, "learning_rate": 4.18e-06, "loss": 2.4172, "mean_token_accuracy": 0.49055377542972567, "num_tokens": 3487395.0, "step": 210 }, { "entropy": 2.472309985756874, "epoch": 0.704, "grad_norm": 13.6875, "learning_rate": 4.38e-06, "loss": 2.4486, "mean_token_accuracy": 0.49062253087759017, "num_tokens": 3651864.0, "step": 220 }, { "entropy": 2.414797979593277, "epoch": 0.736, "grad_norm": 14.6875, "learning_rate": 4.58e-06, "loss": 2.3461, "mean_token_accuracy": 0.5045956864953041, "num_tokens": 3818374.0, "step": 230 }, { "entropy": 2.353023274987936, "epoch": 0.768, "grad_norm": 13.0, "learning_rate": 4.78e-06, "loss": 2.3681, "mean_token_accuracy": 0.4942123286426067, "num_tokens": 3988751.0, "step": 240 }, { "entropy": 2.416274122148752, "epoch": 0.8, "grad_norm": 14.5625, "learning_rate": 4.980000000000001e-06, "loss": 2.3306, "mean_token_accuracy": 0.5045285696163774, "num_tokens": 4155352.0, "step": 250 }, { "entropy": 2.281172037869692, "epoch": 0.832, "grad_norm": 15.5, "learning_rate": 5.18e-06, "loss": 2.2632, "mean_token_accuracy": 0.5146352685987949, "num_tokens": 4322729.0, "step": 260 }, { "entropy": 2.2468128435313703, "epoch": 0.864, "grad_norm": 14.9375, "learning_rate": 5.380000000000001e-06, "loss": 2.2379, "mean_token_accuracy": 0.5204494217410683, "num_tokens": 4488640.0, "step": 270 }, { "entropy": 2.2410816878080366, "epoch": 0.896, "grad_norm": 16.875, "learning_rate": 5.580000000000001e-06, "loss": 2.1895, "mean_token_accuracy": 0.5250083984807133, "num_tokens": 4652901.0, "step": 280 }, { "entropy": 2.2374437876045703, "epoch": 0.928, "grad_norm": 14.0625, "learning_rate": 5.78e-06, "loss": 2.2064, "mean_token_accuracy": 0.5245540315285325, "num_tokens": 4816150.0, "step": 290 }, { "entropy": 2.2606516920030115, "epoch": 0.96, "grad_norm": 19.125, "learning_rate": 5.98e-06, "loss": 2.2002, "mean_token_accuracy": 0.5214386826381088, "num_tokens": 4979460.0, "step": 300 }, { "epoch": 0.96, "eval_coding_entropy": 1.8473192281723023, "eval_coding_loss": 2.0820884704589844, "eval_coding_mean_token_accuracy": 0.524997807264328, "eval_coding_num_tokens": 4979460.0, "eval_coding_runtime": 80.4582, "eval_coding_samples_per_second": 6.214, "eval_coding_steps_per_second": 3.107, "step": 300 }, { "epoch": 0.96, "eval_physics_entropy": 2.2321053309440613, "eval_physics_loss": 2.229076623916626, "eval_physics_mean_token_accuracy": 0.5284112887382507, "eval_physics_num_tokens": 4979460.0, "eval_physics_runtime": 51.2237, "eval_physics_samples_per_second": 9.761, "eval_physics_steps_per_second": 4.881, "step": 300 }, { "entropy": 2.2165822848677634, "epoch": 0.992, "grad_norm": 15.0625, "learning_rate": 6.18e-06, "loss": 2.1527, "mean_token_accuracy": 0.5346193177625537, "num_tokens": 5141579.0, "step": 310 }, { "entropy": 2.1579121876704064, "epoch": 1.0224, "grad_norm": 14.9375, "learning_rate": 6.380000000000001e-06, "loss": 2.154, "mean_token_accuracy": 0.5380644239485264, "num_tokens": 5293853.0, "step": 320 }, { "entropy": 2.174650950729847, "epoch": 1.0544, "grad_norm": 15.1875, "learning_rate": 6.5800000000000005e-06, "loss": 2.0969, "mean_token_accuracy": 0.5382843470200896, "num_tokens": 5468879.0, "step": 330 }, { "entropy": 2.1786041535437106, "epoch": 1.0864, "grad_norm": 16.375, "learning_rate": 6.780000000000001e-06, "loss": 2.134, "mean_token_accuracy": 0.5381590958684683, "num_tokens": 5631568.0, "step": 340 }, { "entropy": 2.1562098674476147, "epoch": 1.1184, "grad_norm": 12.8125, "learning_rate": 6.98e-06, "loss": 2.1148, "mean_token_accuracy": 0.5428470510989427, "num_tokens": 5791547.0, "step": 350 }, { "entropy": 2.059814189374447, "epoch": 1.1504, "grad_norm": 16.25, "learning_rate": 7.180000000000001e-06, "loss": 2.0175, "mean_token_accuracy": 0.5590213229879737, "num_tokens": 5956551.0, "step": 360 }, { "entropy": 2.0704366780817507, "epoch": 1.1824, "grad_norm": 14.8125, "learning_rate": 7.3800000000000005e-06, "loss": 2.0403, "mean_token_accuracy": 0.5531206054612994, "num_tokens": 6115916.0, "step": 370 }, { "entropy": 2.0873717822134497, "epoch": 1.2144, "grad_norm": 16.25, "learning_rate": 7.58e-06, "loss": 2.043, "mean_token_accuracy": 0.5543898642063141, "num_tokens": 6276148.0, "step": 380 }, { "entropy": 2.04577656313777, "epoch": 1.2464, "grad_norm": 13.9375, "learning_rate": 7.78e-06, "loss": 1.993, "mean_token_accuracy": 0.5662586340680719, "num_tokens": 6439971.0, "step": 390 }, { "entropy": 2.008312249928713, "epoch": 1.2784, "grad_norm": 16.625, "learning_rate": 7.980000000000002e-06, "loss": 1.9767, "mean_token_accuracy": 0.5602528670802712, "num_tokens": 6604463.0, "step": 400 }, { "epoch": 1.2784, "eval_coding_entropy": 1.8172951374053956, "eval_coding_loss": 2.0788559913635254, "eval_coding_mean_token_accuracy": 0.5274689586162568, "eval_coding_num_tokens": 6604463.0, "eval_coding_runtime": 80.4971, "eval_coding_samples_per_second": 6.211, "eval_coding_steps_per_second": 3.106, "step": 400 }, { "epoch": 1.2784, "eval_physics_entropy": 2.0293436307907102, "eval_physics_loss": 2.043572425842285, "eval_physics_mean_token_accuracy": 0.559833680510521, "eval_physics_num_tokens": 6604463.0, "eval_physics_runtime": 51.3417, "eval_physics_samples_per_second": 9.739, "eval_physics_steps_per_second": 4.869, "step": 400 }, { "entropy": 2.016567553579807, "epoch": 1.3104, "grad_norm": 14.3125, "learning_rate": 8.18e-06, "loss": 1.9446, "mean_token_accuracy": 0.5671767380088568, "num_tokens": 6769215.0, "step": 410 }, { "entropy": 1.9617419019341469, "epoch": 1.3424, "grad_norm": 25.875, "learning_rate": 8.380000000000001e-06, "loss": 1.9262, "mean_token_accuracy": 0.5718308322131633, "num_tokens": 6937523.0, "step": 420 }, { "entropy": 1.9939539097249508, "epoch": 1.3744, "grad_norm": 17.625, "learning_rate": 8.580000000000001e-06, "loss": 1.9598, "mean_token_accuracy": 0.5657142391428351, "num_tokens": 7103833.0, "step": 430 }, { "entropy": 2.021407524496317, "epoch": 1.4064, "grad_norm": 18.125, "learning_rate": 8.78e-06, "loss": 1.9777, "mean_token_accuracy": 0.5662051374092698, "num_tokens": 7266794.0, "step": 440 }, { "entropy": 2.0202359184622765, "epoch": 1.4384000000000001, "grad_norm": 14.875, "learning_rate": 8.98e-06, "loss": 1.975, "mean_token_accuracy": 0.5622007481753826, "num_tokens": 7438987.0, "step": 450 }, { "entropy": 2.0199016578495503, "epoch": 1.4704, "grad_norm": 14.75, "learning_rate": 9.180000000000002e-06, "loss": 1.9361, "mean_token_accuracy": 0.5685023127123714, "num_tokens": 7604024.0, "step": 460 }, { "entropy": 1.8527320049703122, "epoch": 1.5024, "grad_norm": 14.25, "learning_rate": 9.38e-06, "loss": 1.8364, "mean_token_accuracy": 0.5910809015855193, "num_tokens": 7772263.0, "step": 470 }, { "entropy": 1.8955925963819027, "epoch": 1.5344, "grad_norm": 13.0625, "learning_rate": 9.58e-06, "loss": 1.8493, "mean_token_accuracy": 0.5856360148638486, "num_tokens": 7944833.0, "step": 480 }, { "entropy": 1.8996771439909934, "epoch": 1.5664, "grad_norm": 15.125, "learning_rate": 9.780000000000001e-06, "loss": 1.8505, "mean_token_accuracy": 0.5866467090323567, "num_tokens": 8107703.0, "step": 490 }, { "entropy": 1.8238245747983455, "epoch": 1.5984, "grad_norm": 17.75, "learning_rate": 9.980000000000001e-06, "loss": 1.801, "mean_token_accuracy": 0.5916696371510625, "num_tokens": 8272928.0, "step": 500 }, { "epoch": 1.5984, "eval_coding_entropy": 1.8537267336845398, "eval_coding_loss": 2.075289011001587, "eval_coding_mean_token_accuracy": 0.5279264715909958, "eval_coding_num_tokens": 8272928.0, "eval_coding_runtime": 80.953, "eval_coding_samples_per_second": 6.176, "eval_coding_steps_per_second": 3.088, "step": 500 }, { "epoch": 1.5984, "eval_physics_entropy": 1.9223316903114318, "eval_physics_loss": 1.9002431631088257, "eval_physics_mean_token_accuracy": 0.5840845993757248, "eval_physics_num_tokens": 8272928.0, "eval_physics_runtime": 50.845, "eval_physics_samples_per_second": 9.834, "eval_physics_steps_per_second": 4.917, "step": 500 }, { "entropy": 1.8875005543231964, "epoch": 1.6303999999999998, "grad_norm": 13.5625, "learning_rate": 1.018e-05, "loss": 1.8381, "mean_token_accuracy": 0.5840727794915438, "num_tokens": 8436701.0, "step": 510 }, { "entropy": 1.9092106647789477, "epoch": 1.6623999999999999, "grad_norm": 16.75, "learning_rate": 1.038e-05, "loss": 1.8575, "mean_token_accuracy": 0.5808946831151843, "num_tokens": 8601859.0, "step": 520 }, { "entropy": 1.899788486212492, "epoch": 1.6944, "grad_norm": 14.5625, "learning_rate": 1.0580000000000002e-05, "loss": 1.8415, "mean_token_accuracy": 0.5858881402760744, "num_tokens": 8770215.0, "step": 530 }, { "entropy": 1.7706353828310966, "epoch": 1.7264, "grad_norm": 15.25, "learning_rate": 1.0780000000000002e-05, "loss": 1.7467, "mean_token_accuracy": 0.6009473634883762, "num_tokens": 8943490.0, "step": 540 }, { "entropy": 1.7995429947972297, "epoch": 1.7584, "grad_norm": 13.4375, "learning_rate": 1.0980000000000002e-05, "loss": 1.7282, "mean_token_accuracy": 0.6000586733222008, "num_tokens": 9105492.0, "step": 550 }, { "entropy": 1.7555545069277287, "epoch": 1.7904, "grad_norm": 13.625, "learning_rate": 1.1180000000000001e-05, "loss": 1.7087, "mean_token_accuracy": 0.6047776440158487, "num_tokens": 9279120.0, "step": 560 }, { "entropy": 1.7950463570654391, "epoch": 1.8224, "grad_norm": 14.5625, "learning_rate": 1.138e-05, "loss": 1.7523, "mean_token_accuracy": 0.5999677054584026, "num_tokens": 9449267.0, "step": 570 }, { "entropy": 1.7747433319687844, "epoch": 1.8544, "grad_norm": 22.25, "learning_rate": 1.1580000000000001e-05, "loss": 1.7373, "mean_token_accuracy": 0.6037633283063769, "num_tokens": 9617568.0, "step": 580 }, { "entropy": 1.772039385139942, "epoch": 1.8864, "grad_norm": 15.3125, "learning_rate": 1.178e-05, "loss": 1.735, "mean_token_accuracy": 0.606834676489234, "num_tokens": 9784216.0, "step": 590 }, { "entropy": 1.7735156528651714, "epoch": 1.9184, "grad_norm": 12.75, "learning_rate": 1.198e-05, "loss": 1.7123, "mean_token_accuracy": 0.6076807895675301, "num_tokens": 9943304.0, "step": 600 }, { "epoch": 1.9184, "eval_coding_entropy": 1.7977273602485657, "eval_coding_loss": 2.0856714248657227, "eval_coding_mean_token_accuracy": 0.5285422785282134, "eval_coding_num_tokens": 9943304.0, "eval_coding_runtime": 79.9716, "eval_coding_samples_per_second": 6.252, "eval_coding_steps_per_second": 3.126, "step": 600 }, { "epoch": 1.9184, "eval_physics_entropy": 1.749086142063141, "eval_physics_loss": 1.7814992666244507, "eval_physics_mean_token_accuracy": 0.6056386725902557, "eval_physics_num_tokens": 9943304.0, "eval_physics_runtime": 50.7965, "eval_physics_samples_per_second": 9.843, "eval_physics_steps_per_second": 4.922, "step": 600 }, { "entropy": 1.7359662670642138, "epoch": 1.9504000000000001, "grad_norm": 13.0625, "learning_rate": 1.218e-05, "loss": 1.7088, "mean_token_accuracy": 0.6099759945645928, "num_tokens": 10112076.0, "step": 610 }, { "entropy": 1.7528245896100998, "epoch": 1.9824000000000002, "grad_norm": 15.625, "learning_rate": 1.2380000000000002e-05, "loss": 1.7189, "mean_token_accuracy": 0.6103452138602734, "num_tokens": 10270035.0, "step": 620 }, { "entropy": 1.739827255669393, "epoch": 2.0128, "grad_norm": 13.9375, "learning_rate": 1.2580000000000002e-05, "loss": 1.6838, "mean_token_accuracy": 0.6105770368717218, "num_tokens": 10424317.0, "step": 630 }, { "entropy": 1.69152923040092, "epoch": 2.0448, "grad_norm": 13.125, "learning_rate": 1.2780000000000001e-05, "loss": 1.6453, "mean_token_accuracy": 0.620452726073563, "num_tokens": 10596317.0, "step": 640 }, { "entropy": 1.6712413053959607, "epoch": 2.0768, "grad_norm": 12.3125, "learning_rate": 1.2980000000000001e-05, "loss": 1.6189, "mean_token_accuracy": 0.6253741530701518, "num_tokens": 10761453.0, "step": 650 }, { "entropy": 1.6307136636227368, "epoch": 2.1088, "grad_norm": 14.75, "learning_rate": 1.3180000000000001e-05, "loss": 1.5991, "mean_token_accuracy": 0.6301249139010906, "num_tokens": 10921701.0, "step": 660 }, { "entropy": 1.687684478983283, "epoch": 2.1408, "grad_norm": 14.9375, "learning_rate": 1.3380000000000002e-05, "loss": 1.6328, "mean_token_accuracy": 0.6196143303066493, "num_tokens": 11087232.0, "step": 670 }, { "entropy": 1.6771961346268653, "epoch": 2.1728, "grad_norm": 14.125, "learning_rate": 1.3580000000000002e-05, "loss": 1.6292, "mean_token_accuracy": 0.6230741955339909, "num_tokens": 11253164.0, "step": 680 }, { "entropy": 1.611368629708886, "epoch": 2.2048, "grad_norm": 14.0, "learning_rate": 1.378e-05, "loss": 1.5649, "mean_token_accuracy": 0.6339864458888769, "num_tokens": 11421725.0, "step": 690 }, { "entropy": 1.6195241075009108, "epoch": 2.2368, "grad_norm": 16.5, "learning_rate": 1.398e-05, "loss": 1.5982, "mean_token_accuracy": 0.6278265208005905, "num_tokens": 11585449.0, "step": 700 }, { "epoch": 2.2368, "eval_coding_entropy": 1.7780175647735597, "eval_coding_loss": 2.0996527671813965, "eval_coding_mean_token_accuracy": 0.5274338216781617, "eval_coding_num_tokens": 11585449.0, "eval_coding_runtime": 80.0225, "eval_coding_samples_per_second": 6.248, "eval_coding_steps_per_second": 3.124, "step": 700 }, { "epoch": 2.2368, "eval_physics_entropy": 1.6218082146644592, "eval_physics_loss": 1.692482352256775, "eval_physics_mean_token_accuracy": 0.620885151386261, "eval_physics_num_tokens": 11585449.0, "eval_physics_runtime": 50.8225, "eval_physics_samples_per_second": 9.838, "eval_physics_steps_per_second": 4.919, "step": 700 }, { "entropy": 1.6410126857459546, "epoch": 2.2688, "grad_norm": 12.4375, "learning_rate": 1.418e-05, "loss": 1.6146, "mean_token_accuracy": 0.6292374039068818, "num_tokens": 11754276.0, "step": 710 }, { "entropy": 1.6849966041743756, "epoch": 2.3008, "grad_norm": 19.125, "learning_rate": 1.4380000000000001e-05, "loss": 1.6219, "mean_token_accuracy": 0.6232586612924933, "num_tokens": 11914373.0, "step": 720 }, { "entropy": 1.6184583768248557, "epoch": 2.3327999999999998, "grad_norm": 15.1875, "learning_rate": 1.4580000000000001e-05, "loss": 1.5756, "mean_token_accuracy": 0.6329402431845665, "num_tokens": 12075851.0, "step": 730 }, { "entropy": 1.5511272184550762, "epoch": 2.3648, "grad_norm": 16.25, "learning_rate": 1.478e-05, "loss": 1.505, "mean_token_accuracy": 0.6405650788918138, "num_tokens": 12243196.0, "step": 740 }, { "entropy": 1.6357920836657285, "epoch": 2.3968, "grad_norm": 14.9375, "learning_rate": 1.498e-05, "loss": 1.5965, "mean_token_accuracy": 0.6316607503220439, "num_tokens": 12408334.0, "step": 750 }, { "entropy": 1.5845110703259706, "epoch": 2.4288, "grad_norm": 17.0, "learning_rate": 1.5180000000000002e-05, "loss": 1.5585, "mean_token_accuracy": 0.6371361108496785, "num_tokens": 12577925.0, "step": 760 }, { "entropy": 1.583767046034336, "epoch": 2.4608, "grad_norm": 11.5, "learning_rate": 1.5380000000000002e-05, "loss": 1.5441, "mean_token_accuracy": 0.6363885937258601, "num_tokens": 12747689.0, "step": 770 }, { "entropy": 1.6484511096030474, "epoch": 2.4928, "grad_norm": 13.25, "learning_rate": 1.5580000000000003e-05, "loss": 1.622, "mean_token_accuracy": 0.627226597070694, "num_tokens": 12911304.0, "step": 780 }, { "entropy": 1.573851015418768, "epoch": 2.5248, "grad_norm": 13.875, "learning_rate": 1.578e-05, "loss": 1.5318, "mean_token_accuracy": 0.6389297921210527, "num_tokens": 13077988.0, "step": 790 }, { "entropy": 1.5163878366351127, "epoch": 2.5568, "grad_norm": 16.0, "learning_rate": 1.5980000000000003e-05, "loss": 1.4691, "mean_token_accuracy": 0.6486704317852855, "num_tokens": 13251116.0, "step": 800 }, { "epoch": 2.5568, "eval_coding_entropy": 1.8060252170562745, "eval_coding_loss": 2.092843532562256, "eval_coding_mean_token_accuracy": 0.5285344138145447, "eval_coding_num_tokens": 13251116.0, "eval_coding_runtime": 80.4848, "eval_coding_samples_per_second": 6.212, "eval_coding_steps_per_second": 3.106, "step": 800 }, { "epoch": 2.5568, "eval_physics_entropy": 1.5968217768669128, "eval_physics_loss": 1.6208738088607788, "eval_physics_mean_token_accuracy": 0.6335020518302917, "eval_physics_num_tokens": 13251116.0, "eval_physics_runtime": 50.8683, "eval_physics_samples_per_second": 9.829, "eval_physics_steps_per_second": 4.915, "step": 800 }, { "entropy": 1.5594662837684155, "epoch": 2.5888, "grad_norm": 13.75, "learning_rate": 1.618e-05, "loss": 1.5023, "mean_token_accuracy": 0.6443197656422853, "num_tokens": 13415037.0, "step": 810 }, { "entropy": 1.5624911203980445, "epoch": 2.6208, "grad_norm": 15.1875, "learning_rate": 1.638e-05, "loss": 1.5367, "mean_token_accuracy": 0.6421451514586807, "num_tokens": 13579275.0, "step": 820 }, { "entropy": 1.5679792653769256, "epoch": 2.6528, "grad_norm": 15.125, "learning_rate": 1.658e-05, "loss": 1.5404, "mean_token_accuracy": 0.6395369984209538, "num_tokens": 13743818.0, "step": 830 }, { "entropy": 1.542407462745905, "epoch": 2.6848, "grad_norm": 13.1875, "learning_rate": 1.6780000000000002e-05, "loss": 1.4875, "mean_token_accuracy": 0.6461015127599239, "num_tokens": 13906946.0, "step": 840 }, { "entropy": 1.6198145560920238, "epoch": 2.7168, "grad_norm": 14.5, "learning_rate": 1.698e-05, "loss": 1.567, "mean_token_accuracy": 0.6362641137093306, "num_tokens": 14075222.0, "step": 850 }, { "entropy": 1.554464604333043, "epoch": 2.7488, "grad_norm": 12.625, "learning_rate": 1.718e-05, "loss": 1.5116, "mean_token_accuracy": 0.6433709865435958, "num_tokens": 14239601.0, "step": 860 }, { "entropy": 1.5441818628460169, "epoch": 2.7808, "grad_norm": 12.5, "learning_rate": 1.7380000000000003e-05, "loss": 1.5182, "mean_token_accuracy": 0.6423825263977051, "num_tokens": 14408376.0, "step": 870 }, { "entropy": 1.5283652659505607, "epoch": 2.8128, "grad_norm": 13.5625, "learning_rate": 1.758e-05, "loss": 1.478, "mean_token_accuracy": 0.6480804061517119, "num_tokens": 14564818.0, "step": 880 }, { "entropy": 1.5146011773496866, "epoch": 2.8448, "grad_norm": 13.75, "learning_rate": 1.7780000000000003e-05, "loss": 1.4608, "mean_token_accuracy": 0.6502496190369129, "num_tokens": 14732642.0, "step": 890 }, { "entropy": 1.5364020358771087, "epoch": 2.8768000000000002, "grad_norm": 15.6875, "learning_rate": 1.798e-05, "loss": 1.509, "mean_token_accuracy": 0.6441155642271041, "num_tokens": 14906192.0, "step": 900 }, { "epoch": 2.8768000000000002, "eval_coding_entropy": 1.8139167137145995, "eval_coding_loss": 2.1154234409332275, "eval_coding_mean_token_accuracy": 0.524706524848938, "eval_coding_num_tokens": 14906192.0, "eval_coding_runtime": 80.7869, "eval_coding_samples_per_second": 6.189, "eval_coding_steps_per_second": 3.095, "step": 900 }, { "epoch": 2.8768000000000002, "eval_physics_entropy": 1.5320607974529266, "eval_physics_loss": 1.5520291328430176, "eval_physics_mean_token_accuracy": 0.6448649351596832, "eval_physics_num_tokens": 14906192.0, "eval_physics_runtime": 51.5462, "eval_physics_samples_per_second": 9.7, "eval_physics_steps_per_second": 4.85, "step": 900 }, { "entropy": 1.5022410597652196, "epoch": 2.9088000000000003, "grad_norm": 14.4375, "learning_rate": 1.8180000000000002e-05, "loss": 1.4513, "mean_token_accuracy": 0.6529894033446908, "num_tokens": 15070320.0, "step": 910 }, { "entropy": 1.5046488154679536, "epoch": 2.9408, "grad_norm": 20.125, "learning_rate": 1.8380000000000004e-05, "loss": 1.4568, "mean_token_accuracy": 0.6527702607214451, "num_tokens": 15231317.0, "step": 920 }, { "entropy": 1.5122195985168219, "epoch": 2.9728, "grad_norm": 12.5, "learning_rate": 1.858e-05, "loss": 1.4689, "mean_token_accuracy": 0.6519427731633186, "num_tokens": 15396833.0, "step": 930 }, { "entropy": 1.50565195005191, "epoch": 3.0032, "grad_norm": 13.8125, "learning_rate": 1.878e-05, "loss": 1.4562, "mean_token_accuracy": 0.6564571412378236, "num_tokens": 15557192.0, "step": 940 }, { "entropy": 1.4080224443227052, "epoch": 3.0352, "grad_norm": 12.1875, "learning_rate": 1.898e-05, "loss": 1.3597, "mean_token_accuracy": 0.6701016353443265, "num_tokens": 15722813.0, "step": 950 }, { "entropy": 1.4149111464619637, "epoch": 3.0672, "grad_norm": 13.375, "learning_rate": 1.918e-05, "loss": 1.365, "mean_token_accuracy": 0.6669646181166172, "num_tokens": 15886622.0, "step": 960 }, { "entropy": 1.4306254398077727, "epoch": 3.0992, "grad_norm": 11.125, "learning_rate": 1.938e-05, "loss": 1.3718, "mean_token_accuracy": 0.6666815469041467, "num_tokens": 16049773.0, "step": 970 }, { "entropy": 1.3589156921952963, "epoch": 3.1312, "grad_norm": 12.125, "learning_rate": 1.9580000000000002e-05, "loss": 1.3193, "mean_token_accuracy": 0.6735636530444026, "num_tokens": 16216938.0, "step": 980 }, { "entropy": 1.4204085629433394, "epoch": 3.1632, "grad_norm": 11.625, "learning_rate": 1.978e-05, "loss": 1.3887, "mean_token_accuracy": 0.6646887071430683, "num_tokens": 16384680.0, "step": 990 }, { "entropy": 1.4016960449516773, "epoch": 3.1952, "grad_norm": 11.8125, "learning_rate": 1.9980000000000002e-05, "loss": 1.355, "mean_token_accuracy": 0.6743173876777291, "num_tokens": 16560897.0, "step": 1000 }, { "epoch": 3.1952, "eval_coding_entropy": 1.724121112346649, "eval_coding_loss": 2.1316378116607666, "eval_coding_mean_token_accuracy": 0.5262920687198639, "eval_coding_num_tokens": 16560897.0, "eval_coding_runtime": 81.4781, "eval_coding_samples_per_second": 6.137, "eval_coding_steps_per_second": 3.068, "step": 1000 }, { "epoch": 3.1952, "eval_physics_entropy": 1.4079510734081269, "eval_physics_loss": 1.4921677112579346, "eval_physics_mean_token_accuracy": 0.6572906188964843, "eval_physics_num_tokens": 16560897.0, "eval_physics_runtime": 51.7808, "eval_physics_samples_per_second": 9.656, "eval_physics_steps_per_second": 4.828, "step": 1000 }, { "entropy": 1.3990164022892713, "epoch": 3.2272, "grad_norm": 11.9375, "learning_rate": 1.9980000000000002e-05, "loss": 1.3688, "mean_token_accuracy": 0.6717343915253877, "num_tokens": 16723316.0, "step": 1010 }, { "entropy": 1.4174137562513351, "epoch": 3.2592, "grad_norm": 12.8125, "learning_rate": 1.995777777777778e-05, "loss": 1.3817, "mean_token_accuracy": 0.6680277943611145, "num_tokens": 16889599.0, "step": 1020 }, { "entropy": 1.3461125120520592, "epoch": 3.2912, "grad_norm": 15.0625, "learning_rate": 1.9935555555555557e-05, "loss": 1.2978, "mean_token_accuracy": 0.6807450173422694, "num_tokens": 17062342.0, "step": 1030 }, { "entropy": 1.3572522435337304, "epoch": 3.3232, "grad_norm": 11.4375, "learning_rate": 1.9913333333333335e-05, "loss": 1.3296, "mean_token_accuracy": 0.6781903292983771, "num_tokens": 17230975.0, "step": 1040 }, { "entropy": 1.3926319386810064, "epoch": 3.3552, "grad_norm": 9.625, "learning_rate": 1.9891111111111112e-05, "loss": 1.3577, "mean_token_accuracy": 0.6729108918458223, "num_tokens": 17402449.0, "step": 1050 }, { "entropy": 1.3759503204375505, "epoch": 3.3872, "grad_norm": 11.75, "learning_rate": 1.986888888888889e-05, "loss": 1.3378, "mean_token_accuracy": 0.6787287183105946, "num_tokens": 17574961.0, "step": 1060 }, { "entropy": 1.3743376955389977, "epoch": 3.4192, "grad_norm": 11.8125, "learning_rate": 1.9846666666666668e-05, "loss": 1.3399, "mean_token_accuracy": 0.6763688886538148, "num_tokens": 17741134.0, "step": 1070 }, { "entropy": 1.370089204236865, "epoch": 3.4512, "grad_norm": 10.875, "learning_rate": 1.9824444444444445e-05, "loss": 1.3174, "mean_token_accuracy": 0.6793139725923538, "num_tokens": 17902781.0, "step": 1080 }, { "entropy": 1.3659917820245027, "epoch": 3.4832, "grad_norm": 14.125, "learning_rate": 1.9802222222222226e-05, "loss": 1.3486, "mean_token_accuracy": 0.6747965268790722, "num_tokens": 18067791.0, "step": 1090 }, { "entropy": 1.3515218559652566, "epoch": 3.5152, "grad_norm": 12.5, "learning_rate": 1.978e-05, "loss": 1.3149, "mean_token_accuracy": 0.6794558309018612, "num_tokens": 18235991.0, "step": 1100 }, { "epoch": 3.5152, "eval_coding_entropy": 1.7129438319206238, "eval_coding_loss": 2.139785051345825, "eval_coding_mean_token_accuracy": 0.524884427189827, "eval_coding_num_tokens": 18235991.0, "eval_coding_runtime": 80.5175, "eval_coding_samples_per_second": 6.21, "eval_coding_steps_per_second": 3.105, "step": 1100 }, { "epoch": 3.5152, "eval_physics_entropy": 1.3459106123447417, "eval_physics_loss": 1.4353532791137695, "eval_physics_mean_token_accuracy": 0.6661230815649033, "eval_physics_num_tokens": 18235991.0, "eval_physics_runtime": 51.4982, "eval_physics_samples_per_second": 9.709, "eval_physics_steps_per_second": 4.855, "step": 1100 }, { "entropy": 1.368555410206318, "epoch": 3.5472, "grad_norm": 12.6875, "learning_rate": 1.975777777777778e-05, "loss": 1.3236, "mean_token_accuracy": 0.6762216202914715, "num_tokens": 18401729.0, "step": 1110 }, { "entropy": 1.4057014767080545, "epoch": 3.5792, "grad_norm": 12.4375, "learning_rate": 1.9735555555555556e-05, "loss": 1.3441, "mean_token_accuracy": 0.6745940167456865, "num_tokens": 18561781.0, "step": 1120 }, { "entropy": 1.360729866847396, "epoch": 3.6112, "grad_norm": 10.5625, "learning_rate": 1.9713333333333337e-05, "loss": 1.3128, "mean_token_accuracy": 0.6782749250531197, "num_tokens": 18729784.0, "step": 1130 }, { "entropy": 1.3228930503129959, "epoch": 3.6432, "grad_norm": 11.0, "learning_rate": 1.969111111111111e-05, "loss": 1.2845, "mean_token_accuracy": 0.6857476118952036, "num_tokens": 18889241.0, "step": 1140 }, { "entropy": 1.3327897161245346, "epoch": 3.6752000000000002, "grad_norm": 10.1875, "learning_rate": 1.9668888888888892e-05, "loss": 1.2935, "mean_token_accuracy": 0.6824455298483372, "num_tokens": 19048271.0, "step": 1150 }, { "entropy": 1.333436906337738, "epoch": 3.7072000000000003, "grad_norm": 12.0625, "learning_rate": 1.9646666666666666e-05, "loss": 1.3031, "mean_token_accuracy": 0.6833435738459229, "num_tokens": 19217080.0, "step": 1160 }, { "entropy": 1.3309089098125697, "epoch": 3.7392, "grad_norm": 11.75, "learning_rate": 1.9624444444444447e-05, "loss": 1.2941, "mean_token_accuracy": 0.684115232154727, "num_tokens": 19374677.0, "step": 1170 }, { "entropy": 1.338182634487748, "epoch": 3.7712, "grad_norm": 10.8125, "learning_rate": 1.9602222222222225e-05, "loss": 1.3056, "mean_token_accuracy": 0.6812731333076953, "num_tokens": 19533723.0, "step": 1180 }, { "entropy": 1.296186040714383, "epoch": 3.8032, "grad_norm": 11.125, "learning_rate": 1.9580000000000002e-05, "loss": 1.2591, "mean_token_accuracy": 0.6897632556036115, "num_tokens": 19700672.0, "step": 1190 }, { "entropy": 1.3169755220413208, "epoch": 3.8352, "grad_norm": 12.125, "learning_rate": 1.955777777777778e-05, "loss": 1.2666, "mean_token_accuracy": 0.6897730944678188, "num_tokens": 19871261.0, "step": 1200 }, { "epoch": 3.8352, "eval_coding_entropy": 1.744208794593811, "eval_coding_loss": 2.159120559692383, "eval_coding_mean_token_accuracy": 0.5213203144073486, "eval_coding_num_tokens": 19871261.0, "eval_coding_runtime": 80.7654, "eval_coding_samples_per_second": 6.191, "eval_coding_steps_per_second": 3.095, "step": 1200 }, { "epoch": 3.8352, "eval_physics_entropy": 1.3578989911079407, "eval_physics_loss": 1.3836426734924316, "eval_physics_mean_token_accuracy": 0.6761476092338562, "eval_physics_num_tokens": 19871261.0, "eval_physics_runtime": 51.5431, "eval_physics_samples_per_second": 9.701, "eval_physics_steps_per_second": 4.85, "step": 1200 }, { "entropy": 1.2740023802965879, "epoch": 3.8672, "grad_norm": 9.4375, "learning_rate": 1.9535555555555557e-05, "loss": 1.2429, "mean_token_accuracy": 0.6932176874950529, "num_tokens": 20036482.0, "step": 1210 }, { "entropy": 1.3576739229261876, "epoch": 3.8992, "grad_norm": 10.125, "learning_rate": 1.9513333333333335e-05, "loss": 1.2989, "mean_token_accuracy": 0.6787684431299568, "num_tokens": 20200878.0, "step": 1220 }, { "entropy": 1.3019543394446373, "epoch": 3.9312, "grad_norm": 10.4375, "learning_rate": 1.9491111111111113e-05, "loss": 1.252, "mean_token_accuracy": 0.6888652168214321, "num_tokens": 20369285.0, "step": 1230 }, { "entropy": 1.2588012181222439, "epoch": 3.9632, "grad_norm": 10.0625, "learning_rate": 1.946888888888889e-05, "loss": 1.2125, "mean_token_accuracy": 0.6965269058942795, "num_tokens": 20532097.0, "step": 1240 }, { "entropy": 1.3045038145035506, "epoch": 3.9952, "grad_norm": 10.625, "learning_rate": 1.9446666666666668e-05, "loss": 1.2601, "mean_token_accuracy": 0.6899313658475876, "num_tokens": 20698863.0, "step": 1250 }, { "entropy": 1.2075176940936792, "epoch": 4.0256, "grad_norm": 9.25, "learning_rate": 1.9424444444444446e-05, "loss": 1.1716, "mean_token_accuracy": 0.7094790370840776, "num_tokens": 20857766.0, "step": 1260 }, { "entropy": 1.1558428648859262, "epoch": 4.0576, "grad_norm": 9.625, "learning_rate": 1.9402222222222223e-05, "loss": 1.1242, "mean_token_accuracy": 0.7157231424003839, "num_tokens": 21026679.0, "step": 1270 }, { "entropy": 1.1972203195095061, "epoch": 4.0896, "grad_norm": 9.4375, "learning_rate": 1.938e-05, "loss": 1.1517, "mean_token_accuracy": 0.7088419755920767, "num_tokens": 21186241.0, "step": 1280 }, { "entropy": 1.1963561417534947, "epoch": 4.1216, "grad_norm": 8.9375, "learning_rate": 1.935777777777778e-05, "loss": 1.1457, "mean_token_accuracy": 0.713546970486641, "num_tokens": 21350399.0, "step": 1290 }, { "entropy": 1.1925376821309328, "epoch": 4.1536, "grad_norm": 10.1875, "learning_rate": 1.9335555555555556e-05, "loss": 1.1521, "mean_token_accuracy": 0.7091899808496237, "num_tokens": 21518243.0, "step": 1300 }, { "epoch": 4.1536, "eval_coding_entropy": 1.5767053871154786, "eval_coding_loss": 2.2092390060424805, "eval_coding_mean_token_accuracy": 0.5204463745355606, "eval_coding_num_tokens": 21518243.0, "eval_coding_runtime": 80.6751, "eval_coding_samples_per_second": 6.198, "eval_coding_steps_per_second": 3.099, "step": 1300 }, { "epoch": 4.1536, "eval_physics_entropy": 1.151607351064682, "eval_physics_loss": 1.356305718421936, "eval_physics_mean_token_accuracy": 0.6846682960987092, "eval_physics_num_tokens": 21518243.0, "eval_physics_runtime": 52.0383, "eval_physics_samples_per_second": 9.608, "eval_physics_steps_per_second": 4.804, "step": 1300 }, { "entropy": 1.1801189385354518, "epoch": 4.1856, "grad_norm": 9.6875, "learning_rate": 1.9313333333333334e-05, "loss": 1.1425, "mean_token_accuracy": 0.7108678799122572, "num_tokens": 21677750.0, "step": 1310 }, { "entropy": 1.1682889927178621, "epoch": 4.2176, "grad_norm": 9.3125, "learning_rate": 1.9291111111111115e-05, "loss": 1.1079, "mean_token_accuracy": 0.7138631340116263, "num_tokens": 21845173.0, "step": 1320 }, { "entropy": 1.157709751278162, "epoch": 4.2496, "grad_norm": 9.625, "learning_rate": 1.926888888888889e-05, "loss": 1.1024, "mean_token_accuracy": 0.7179881976917386, "num_tokens": 22009137.0, "step": 1330 }, { "entropy": 1.2081427805125713, "epoch": 4.2816, "grad_norm": 11.5, "learning_rate": 1.924666666666667e-05, "loss": 1.1743, "mean_token_accuracy": 0.7052507167682052, "num_tokens": 22175046.0, "step": 1340 }, { "entropy": 1.2216685824096203, "epoch": 4.3136, "grad_norm": 8.875, "learning_rate": 1.9224444444444444e-05, "loss": 1.1592, "mean_token_accuracy": 0.7062308833003044, "num_tokens": 22341391.0, "step": 1350 }, { "entropy": 1.1411818325519563, "epoch": 4.3456, "grad_norm": 9.4375, "learning_rate": 1.9202222222222225e-05, "loss": 1.0984, "mean_token_accuracy": 0.7186709493398666, "num_tokens": 22507465.0, "step": 1360 }, { "entropy": 1.1621076967567205, "epoch": 4.3776, "grad_norm": 8.9375, "learning_rate": 1.918e-05, "loss": 1.1423, "mean_token_accuracy": 0.7130050586536527, "num_tokens": 22672707.0, "step": 1370 }, { "entropy": 1.1641780041158198, "epoch": 4.4096, "grad_norm": 9.375, "learning_rate": 1.915777777777778e-05, "loss": 1.1355, "mean_token_accuracy": 0.713141619041562, "num_tokens": 22838278.0, "step": 1380 }, { "entropy": 1.1436150528490543, "epoch": 4.4416, "grad_norm": 8.6875, "learning_rate": 1.9135555555555555e-05, "loss": 1.1021, "mean_token_accuracy": 0.7170177362859249, "num_tokens": 23006714.0, "step": 1390 }, { "entropy": 1.131415880098939, "epoch": 4.4736, "grad_norm": 9.375, "learning_rate": 1.9113333333333336e-05, "loss": 1.0921, "mean_token_accuracy": 0.7199389934539795, "num_tokens": 23171616.0, "step": 1400 }, { "epoch": 4.4736, "eval_coding_entropy": 1.6192174096107483, "eval_coding_loss": 2.2012040615081787, "eval_coding_mean_token_accuracy": 0.5209840197563171, "eval_coding_num_tokens": 23171616.0, "eval_coding_runtime": 81.8936, "eval_coding_samples_per_second": 6.105, "eval_coding_steps_per_second": 3.053, "step": 1400 }, { "epoch": 4.4736, "eval_physics_entropy": 1.2294665141105652, "eval_physics_loss": 1.3109028339385986, "eval_physics_mean_token_accuracy": 0.6908313782215119, "eval_physics_num_tokens": 23171616.0, "eval_physics_runtime": 52.4694, "eval_physics_samples_per_second": 9.529, "eval_physics_steps_per_second": 4.765, "step": 1400 }, { "entropy": 1.1691782031208278, "epoch": 4.5056, "grad_norm": 9.6875, "learning_rate": 1.9091111111111113e-05, "loss": 1.1276, "mean_token_accuracy": 0.7141140529885888, "num_tokens": 23339342.0, "step": 1410 }, { "entropy": 1.1408521559089422, "epoch": 4.5376, "grad_norm": 10.0, "learning_rate": 1.906888888888889e-05, "loss": 1.1334, "mean_token_accuracy": 0.717669415473938, "num_tokens": 23502858.0, "step": 1420 }, { "entropy": 1.1881117545068265, "epoch": 4.5696, "grad_norm": 10.3125, "learning_rate": 1.904666666666667e-05, "loss": 1.1501, "mean_token_accuracy": 0.7118328493088484, "num_tokens": 23671520.0, "step": 1430 }, { "entropy": 1.1651773374527692, "epoch": 4.6016, "grad_norm": 10.9375, "learning_rate": 1.9024444444444446e-05, "loss": 1.1427, "mean_token_accuracy": 0.7142679516226054, "num_tokens": 23832756.0, "step": 1440 }, { "entropy": 1.158542051911354, "epoch": 4.6336, "grad_norm": 10.0625, "learning_rate": 1.9002222222222224e-05, "loss": 1.1028, "mean_token_accuracy": 0.7187374413013459, "num_tokens": 23994203.0, "step": 1450 }, { "entropy": 1.1147582449018956, "epoch": 4.6655999999999995, "grad_norm": 8.875, "learning_rate": 1.898e-05, "loss": 1.0791, "mean_token_accuracy": 0.7234875354915857, "num_tokens": 24170398.0, "step": 1460 }, { "entropy": 1.16308904774487, "epoch": 4.6975999999999996, "grad_norm": 10.125, "learning_rate": 1.895777777777778e-05, "loss": 1.1331, "mean_token_accuracy": 0.7167198553681373, "num_tokens": 24333281.0, "step": 1470 }, { "entropy": 1.1451086029410362, "epoch": 4.7296, "grad_norm": 8.8125, "learning_rate": 1.8935555555555556e-05, "loss": 1.1031, "mean_token_accuracy": 0.7176411859691143, "num_tokens": 24502037.0, "step": 1480 }, { "entropy": 1.2100287709385156, "epoch": 4.7616, "grad_norm": 10.6875, "learning_rate": 1.8913333333333334e-05, "loss": 1.1568, "mean_token_accuracy": 0.7084289535880088, "num_tokens": 24667335.0, "step": 1490 }, { "entropy": 1.1385379381477834, "epoch": 4.7936, "grad_norm": 9.5625, "learning_rate": 1.8891111111111115e-05, "loss": 1.1007, "mean_token_accuracy": 0.7203466827049851, "num_tokens": 24829965.0, "step": 1500 }, { "epoch": 4.7936, "eval_coding_entropy": 1.6071018924713134, "eval_coding_loss": 2.2054996490478516, "eval_coding_mean_token_accuracy": 0.5207259600162506, "eval_coding_num_tokens": 24829965.0, "eval_coding_runtime": 82.6052, "eval_coding_samples_per_second": 6.053, "eval_coding_steps_per_second": 3.026, "step": 1500 }, { "epoch": 4.7936, "eval_physics_entropy": 1.1821390426158904, "eval_physics_loss": 1.2802668809890747, "eval_physics_mean_token_accuracy": 0.6976329164505005, "eval_physics_num_tokens": 24829965.0, "eval_physics_runtime": 50.6887, "eval_physics_samples_per_second": 9.864, "eval_physics_steps_per_second": 4.932, "step": 1500 }, { "entropy": 1.1339262820780278, "epoch": 4.8256, "grad_norm": 8.4375, "learning_rate": 1.886888888888889e-05, "loss": 1.0898, "mean_token_accuracy": 0.7229399343952536, "num_tokens": 24993001.0, "step": 1510 }, { "entropy": 1.1489319629967212, "epoch": 4.8576, "grad_norm": 9.0, "learning_rate": 1.884666666666667e-05, "loss": 1.0956, "mean_token_accuracy": 0.7196420207619667, "num_tokens": 25161270.0, "step": 1520 }, { "entropy": 1.1502934597432612, "epoch": 4.8896, "grad_norm": 8.875, "learning_rate": 1.8824444444444445e-05, "loss": 1.1174, "mean_token_accuracy": 0.7189344964921475, "num_tokens": 25325907.0, "step": 1530 }, { "entropy": 1.092420133575797, "epoch": 4.9216, "grad_norm": 9.8125, "learning_rate": 1.8802222222222226e-05, "loss": 1.0627, "mean_token_accuracy": 0.7274942602962255, "num_tokens": 25492085.0, "step": 1540 }, { "entropy": 1.196289550513029, "epoch": 4.9536, "grad_norm": 9.25, "learning_rate": 1.878e-05, "loss": 1.1418, "mean_token_accuracy": 0.7106173977255821, "num_tokens": 25653637.0, "step": 1550 }, { "entropy": 1.1429802037775516, "epoch": 4.9856, "grad_norm": 9.5, "learning_rate": 1.875777777777778e-05, "loss": 1.0915, "mean_token_accuracy": 0.7196958020329476, "num_tokens": 25825573.0, "step": 1560 }, { "entropy": 1.0252085781018985, "epoch": 5.016, "grad_norm": 9.125, "learning_rate": 1.873555555555556e-05, "loss": 0.9806, "mean_token_accuracy": 0.7431941052016459, "num_tokens": 25990067.0, "step": 1570 }, { "entropy": 0.9978800658136606, "epoch": 5.048, "grad_norm": 7.90625, "learning_rate": 1.8713333333333336e-05, "loss": 0.9496, "mean_token_accuracy": 0.7502539362758398, "num_tokens": 26157643.0, "step": 1580 }, { "entropy": 0.9946053113788367, "epoch": 5.08, "grad_norm": 7.3125, "learning_rate": 1.8691111111111114e-05, "loss": 0.9582, "mean_token_accuracy": 0.7463313773274421, "num_tokens": 26330383.0, "step": 1590 }, { "entropy": 1.0126261772587895, "epoch": 5.112, "grad_norm": 8.875, "learning_rate": 1.866888888888889e-05, "loss": 0.9684, "mean_token_accuracy": 0.7450104162096978, "num_tokens": 26496271.0, "step": 1600 }, { "epoch": 5.112, "eval_coding_entropy": 1.4595765166282655, "eval_coding_loss": 2.275820732116699, "eval_coding_mean_token_accuracy": 0.5172890294790268, "eval_coding_num_tokens": 26496271.0, "eval_coding_runtime": 80.0195, "eval_coding_samples_per_second": 6.248, "eval_coding_steps_per_second": 3.124, "step": 1600 }, { "epoch": 5.112, "eval_physics_entropy": 1.0461106979846955, "eval_physics_loss": 1.2792062759399414, "eval_physics_mean_token_accuracy": 0.7012547857761383, "eval_physics_num_tokens": 26496271.0, "eval_physics_runtime": 50.8139, "eval_physics_samples_per_second": 9.84, "eval_physics_steps_per_second": 4.92, "step": 1600 }, { "entropy": 1.0357391186058522, "epoch": 5.144, "grad_norm": 8.75, "learning_rate": 1.864666666666667e-05, "loss": 0.9946, "mean_token_accuracy": 0.7396486084908247, "num_tokens": 26657872.0, "step": 1610 }, { "entropy": 1.0501383509486915, "epoch": 5.176, "grad_norm": 8.5625, "learning_rate": 1.8624444444444446e-05, "loss": 1.0118, "mean_token_accuracy": 0.7364444840699435, "num_tokens": 26815558.0, "step": 1620 }, { "entropy": 0.9903883818536997, "epoch": 5.208, "grad_norm": 9.0625, "learning_rate": 1.8602222222222224e-05, "loss": 0.9495, "mean_token_accuracy": 0.7488659679889679, "num_tokens": 26988857.0, "step": 1630 }, { "entropy": 1.0144404012709856, "epoch": 5.24, "grad_norm": 7.5, "learning_rate": 1.858e-05, "loss": 0.9706, "mean_token_accuracy": 0.7453697588294744, "num_tokens": 27149125.0, "step": 1640 }, { "entropy": 1.0191889710724353, "epoch": 5.272, "grad_norm": 8.3125, "learning_rate": 1.855777777777778e-05, "loss": 0.9819, "mean_token_accuracy": 0.744130115583539, "num_tokens": 27316852.0, "step": 1650 }, { "entropy": 0.9761725923046469, "epoch": 5.304, "grad_norm": 8.125, "learning_rate": 1.8535555555555557e-05, "loss": 0.9475, "mean_token_accuracy": 0.7517474852502346, "num_tokens": 27481303.0, "step": 1660 }, { "entropy": 1.0315170247107743, "epoch": 5.336, "grad_norm": 8.1875, "learning_rate": 1.8513333333333335e-05, "loss": 0.9947, "mean_token_accuracy": 0.7406270373612642, "num_tokens": 27658752.0, "step": 1670 }, { "entropy": 1.0055052107200027, "epoch": 5.368, "grad_norm": 7.8125, "learning_rate": 1.8491111111111112e-05, "loss": 0.9678, "mean_token_accuracy": 0.7463656073436141, "num_tokens": 27825908.0, "step": 1680 }, { "entropy": 1.0419462624937297, "epoch": 5.4, "grad_norm": 8.25, "learning_rate": 1.846888888888889e-05, "loss": 0.9845, "mean_token_accuracy": 0.7397806786000729, "num_tokens": 27994598.0, "step": 1690 }, { "entropy": 1.042955220490694, "epoch": 5.432, "grad_norm": 8.5625, "learning_rate": 1.8446666666666667e-05, "loss": 0.9998, "mean_token_accuracy": 0.7378627855330706, "num_tokens": 28163244.0, "step": 1700 }, { "epoch": 5.432, "eval_coding_entropy": 1.4777437753677367, "eval_coding_loss": 2.277747631072998, "eval_coding_mean_token_accuracy": 0.5185715831518173, "eval_coding_num_tokens": 28163244.0, "eval_coding_runtime": 80.042, "eval_coding_samples_per_second": 6.247, "eval_coding_steps_per_second": 3.123, "step": 1700 }, { "epoch": 5.432, "eval_physics_entropy": 1.0643408155441285, "eval_physics_loss": 1.2596138715744019, "eval_physics_mean_token_accuracy": 0.7038933093547821, "eval_physics_num_tokens": 28163244.0, "eval_physics_runtime": 50.8348, "eval_physics_samples_per_second": 9.836, "eval_physics_steps_per_second": 4.918, "step": 1700 }, { "entropy": 0.9977170016616583, "epoch": 5.464, "grad_norm": 10.6875, "learning_rate": 1.842444444444445e-05, "loss": 0.9714, "mean_token_accuracy": 0.7471988730132579, "num_tokens": 28327234.0, "step": 1710 }, { "entropy": 0.982015180028975, "epoch": 5.496, "grad_norm": 9.5625, "learning_rate": 1.8402222222222223e-05, "loss": 0.9392, "mean_token_accuracy": 0.7512154206633568, "num_tokens": 28494226.0, "step": 1720 }, { "entropy": 1.012007206492126, "epoch": 5.5280000000000005, "grad_norm": 6.96875, "learning_rate": 1.8380000000000004e-05, "loss": 0.9818, "mean_token_accuracy": 0.7440147709101439, "num_tokens": 28662926.0, "step": 1730 }, { "entropy": 0.9774416748434305, "epoch": 5.5600000000000005, "grad_norm": 8.1875, "learning_rate": 1.8357777777777778e-05, "loss": 0.9452, "mean_token_accuracy": 0.7503319170325995, "num_tokens": 28827430.0, "step": 1740 }, { "entropy": 1.020398671925068, "epoch": 5.592, "grad_norm": 7.75, "learning_rate": 1.833555555555556e-05, "loss": 0.9773, "mean_token_accuracy": 0.7404747471213341, "num_tokens": 28993938.0, "step": 1750 }, { "entropy": 1.0490892603993416, "epoch": 5.624, "grad_norm": 8.6875, "learning_rate": 1.8313333333333333e-05, "loss": 1.016, "mean_token_accuracy": 0.7372140675783158, "num_tokens": 29159365.0, "step": 1760 }, { "entropy": 1.026135996170342, "epoch": 5.656, "grad_norm": 8.375, "learning_rate": 1.8291111111111114e-05, "loss": 1.0025, "mean_token_accuracy": 0.7405038315802812, "num_tokens": 29320125.0, "step": 1770 }, { "entropy": 1.047302521020174, "epoch": 5.688, "grad_norm": 8.0625, "learning_rate": 1.8268888888888888e-05, "loss": 0.9859, "mean_token_accuracy": 0.7409991217777133, "num_tokens": 29481876.0, "step": 1780 }, { "entropy": 1.0233549170196057, "epoch": 5.72, "grad_norm": 9.0625, "learning_rate": 1.824666666666667e-05, "loss": 0.987, "mean_token_accuracy": 0.7419757056981325, "num_tokens": 29641581.0, "step": 1790 }, { "entropy": 1.0335674609988927, "epoch": 5.752, "grad_norm": 8.0625, "learning_rate": 1.8224444444444447e-05, "loss": 0.9857, "mean_token_accuracy": 0.7423797022551298, "num_tokens": 29804639.0, "step": 1800 }, { "epoch": 5.752, "eval_coding_entropy": 1.4844380550384522, "eval_coding_loss": 2.3004150390625, "eval_coding_mean_token_accuracy": 0.5159263869524002, "eval_coding_num_tokens": 29804639.0, "eval_coding_runtime": 80.5137, "eval_coding_samples_per_second": 6.21, "eval_coding_steps_per_second": 3.105, "step": 1800 }, { "epoch": 5.752, "eval_physics_entropy": 1.067388994693756, "eval_physics_loss": 1.2464126348495483, "eval_physics_mean_token_accuracy": 0.7066913852691651, "eval_physics_num_tokens": 29804639.0, "eval_physics_runtime": 51.0316, "eval_physics_samples_per_second": 9.798, "eval_physics_steps_per_second": 4.899, "step": 1800 }, { "entropy": 1.0015105351805687, "epoch": 5.784, "grad_norm": 7.34375, "learning_rate": 1.8202222222222225e-05, "loss": 0.972, "mean_token_accuracy": 0.7444529678672552, "num_tokens": 29978576.0, "step": 1810 }, { "entropy": 1.0132002836093306, "epoch": 5.816, "grad_norm": 8.0625, "learning_rate": 1.8180000000000002e-05, "loss": 0.9771, "mean_token_accuracy": 0.7456060782074928, "num_tokens": 30141916.0, "step": 1820 }, { "entropy": 0.9955538790673018, "epoch": 5.848, "grad_norm": 7.375, "learning_rate": 1.815777777777778e-05, "loss": 0.9692, "mean_token_accuracy": 0.7480616871267557, "num_tokens": 30307900.0, "step": 1830 }, { "entropy": 1.0551919762045145, "epoch": 5.88, "grad_norm": 7.75, "learning_rate": 1.8135555555555557e-05, "loss": 0.9944, "mean_token_accuracy": 0.7364229299128056, "num_tokens": 30470302.0, "step": 1840 }, { "entropy": 1.0333939548581839, "epoch": 5.912, "grad_norm": 8.625, "learning_rate": 1.8113333333333335e-05, "loss": 0.9958, "mean_token_accuracy": 0.7395027175545692, "num_tokens": 30636029.0, "step": 1850 }, { "entropy": 1.0492048785090446, "epoch": 5.944, "grad_norm": 7.40625, "learning_rate": 1.8091111111111113e-05, "loss": 1.0063, "mean_token_accuracy": 0.7376182321459055, "num_tokens": 30799363.0, "step": 1860 }, { "entropy": 1.0491292778402568, "epoch": 5.976, "grad_norm": 8.6875, "learning_rate": 1.806888888888889e-05, "loss": 1.007, "mean_token_accuracy": 0.7397043209522962, "num_tokens": 30960267.0, "step": 1870 }, { "entropy": 1.0033901220089512, "epoch": 6.0064, "grad_norm": 7.21875, "learning_rate": 1.8046666666666668e-05, "loss": 0.9577, "mean_token_accuracy": 0.7508013134724215, "num_tokens": 31115221.0, "step": 1880 }, { "entropy": 0.8799053080379963, "epoch": 6.0384, "grad_norm": 8.5, "learning_rate": 1.8024444444444445e-05, "loss": 0.8421, "mean_token_accuracy": 0.7726955726742745, "num_tokens": 31282640.0, "step": 1890 }, { "entropy": 0.8743755616247654, "epoch": 6.0704, "grad_norm": 7.59375, "learning_rate": 1.8002222222222223e-05, "loss": 0.8413, "mean_token_accuracy": 0.7713052142411471, "num_tokens": 31452030.0, "step": 1900 }, { "epoch": 6.0704, "eval_coding_entropy": 1.4276922750473022, "eval_coding_loss": 2.3653318881988525, "eval_coding_mean_token_accuracy": 0.5115255815982819, "eval_coding_num_tokens": 31452030.0, "eval_coding_runtime": 80.5075, "eval_coding_samples_per_second": 6.211, "eval_coding_steps_per_second": 3.105, "step": 1900 }, { "epoch": 6.0704, "eval_physics_entropy": 0.9663202397823334, "eval_physics_loss": 1.2572896480560303, "eval_physics_mean_token_accuracy": 0.7080614182949067, "eval_physics_num_tokens": 31452030.0, "eval_physics_runtime": 51.1398, "eval_physics_samples_per_second": 9.777, "eval_physics_steps_per_second": 4.889, "step": 1900 }, { "entropy": 0.8911404553800821, "epoch": 6.1024, "grad_norm": 8.5, "learning_rate": 1.798e-05, "loss": 0.8417, "mean_token_accuracy": 0.7735247768461704, "num_tokens": 31617821.0, "step": 1910 }, { "entropy": 0.8949294181540608, "epoch": 6.1344, "grad_norm": 7.875, "learning_rate": 1.7957777777777778e-05, "loss": 0.856, "mean_token_accuracy": 0.7668255034834146, "num_tokens": 31783257.0, "step": 1920 }, { "entropy": 0.904043540544808, "epoch": 6.1664, "grad_norm": 8.0625, "learning_rate": 1.7935555555555556e-05, "loss": 0.8687, "mean_token_accuracy": 0.766658914834261, "num_tokens": 31945987.0, "step": 1930 }, { "entropy": 0.892748880572617, "epoch": 6.1984, "grad_norm": 8.1875, "learning_rate": 1.7913333333333337e-05, "loss": 0.8445, "mean_token_accuracy": 0.7715954016894102, "num_tokens": 32108923.0, "step": 1940 }, { "entropy": 0.8627868793904782, "epoch": 6.2304, "grad_norm": 7.34375, "learning_rate": 1.789111111111111e-05, "loss": 0.8205, "mean_token_accuracy": 0.774358106404543, "num_tokens": 32280527.0, "step": 1950 }, { "entropy": 0.935067780688405, "epoch": 6.2624, "grad_norm": 8.1875, "learning_rate": 1.7868888888888892e-05, "loss": 0.8771, "mean_token_accuracy": 0.7616540655493736, "num_tokens": 32448689.0, "step": 1960 }, { "entropy": 0.8619815381243825, "epoch": 6.2943999999999996, "grad_norm": 6.75, "learning_rate": 1.7846666666666666e-05, "loss": 0.8203, "mean_token_accuracy": 0.7761578068137169, "num_tokens": 32623655.0, "step": 1970 }, { "entropy": 0.9105080384761095, "epoch": 6.3264, "grad_norm": 8.75, "learning_rate": 1.7824444444444447e-05, "loss": 0.8749, "mean_token_accuracy": 0.7641179401427507, "num_tokens": 32788431.0, "step": 1980 }, { "entropy": 0.9150203362107276, "epoch": 6.3584, "grad_norm": 7.15625, "learning_rate": 1.780222222222222e-05, "loss": 0.8895, "mean_token_accuracy": 0.7654095780104399, "num_tokens": 32953331.0, "step": 1990 }, { "entropy": 0.9151443220674992, "epoch": 6.3904, "grad_norm": 6.96875, "learning_rate": 1.7780000000000003e-05, "loss": 0.8604, "mean_token_accuracy": 0.7665283579379321, "num_tokens": 33123102.0, "step": 2000 }, { "epoch": 6.3904, "eval_coding_entropy": 1.3934270286560058, "eval_coding_loss": 2.4072625637054443, "eval_coding_mean_token_accuracy": 0.5086399167776108, "eval_coding_num_tokens": 33123102.0, "eval_coding_runtime": 80.4742, "eval_coding_samples_per_second": 6.213, "eval_coding_steps_per_second": 3.107, "step": 2000 }, { "epoch": 6.3904, "eval_physics_entropy": 0.9661147429943084, "eval_physics_loss": 1.2546967267990112, "eval_physics_mean_token_accuracy": 0.7096827251911163, "eval_physics_num_tokens": 33123102.0, "eval_physics_runtime": 50.4983, "eval_physics_samples_per_second": 9.901, "eval_physics_steps_per_second": 4.951, "step": 2000 } ], "logging_steps": 10, "max_steps": 10000, "num_input_tokens_seen": 0, "num_train_epochs": 32, "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": 2.0810150016027402e+18, "train_batch_size": 2, "trial_name": null, "trial_params": null }