| { |
| "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": 1.4832931827753781, |
| "epoch": 0.016, |
| "grad_norm": 145.0, |
| "learning_rate": 6.000000000000001e-07, |
| "loss": 35.8107, |
| "mean_token_accuracy": 0.5946215284988284, |
| "num_tokens": 338352.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 1.4921929031610488, |
| "epoch": 0.032, |
| "grad_norm": 139.0, |
| "learning_rate": 1.2666666666666669e-06, |
| "loss": 35.6429, |
| "mean_token_accuracy": 0.5987227037549019, |
| "num_tokens": 671193.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 1.5176027774810792, |
| "epoch": 0.048, |
| "grad_norm": 120.0, |
| "learning_rate": 1.9333333333333336e-06, |
| "loss": 34.7928, |
| "mean_token_accuracy": 0.6018522759899497, |
| "num_tokens": 1001008.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 1.6286215644329787, |
| "epoch": 0.064, |
| "grad_norm": 94.0, |
| "learning_rate": 2.6e-06, |
| "loss": 34.3313, |
| "mean_token_accuracy": 0.5992800608277321, |
| "num_tokens": 1331208.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 1.6960565708577633, |
| "epoch": 0.08, |
| "grad_norm": 70.0, |
| "learning_rate": 3.266666666666667e-06, |
| "loss": 31.8029, |
| "mean_token_accuracy": 0.6178880449384451, |
| "num_tokens": 1667532.0, |
| "step": 50 |
| }, |
| { |
| "entropy": 1.6291456781327724, |
| "epoch": 0.096, |
| "grad_norm": 46.25, |
| "learning_rate": 3.9333333333333335e-06, |
| "loss": 28.5587, |
| "mean_token_accuracy": 0.6474138081073761, |
| "num_tokens": 2007176.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 1.6484372481703757, |
| "epoch": 0.112, |
| "grad_norm": 38.75, |
| "learning_rate": 4.600000000000001e-06, |
| "loss": 27.1023, |
| "mean_token_accuracy": 0.6544294429942965, |
| "num_tokens": 2342259.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 1.6191057547926904, |
| "epoch": 0.128, |
| "grad_norm": 31.625, |
| "learning_rate": 5.2666666666666665e-06, |
| "loss": 25.9215, |
| "mean_token_accuracy": 0.6600364238023758, |
| "num_tokens": 2663987.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 1.4830621395260095, |
| "epoch": 0.144, |
| "grad_norm": 23.25, |
| "learning_rate": 5.933333333333335e-06, |
| "loss": 23.6014, |
| "mean_token_accuracy": 0.6834562920033932, |
| "num_tokens": 2997824.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 1.426737917587161, |
| "epoch": 0.16, |
| "grad_norm": 21.25, |
| "learning_rate": 6.600000000000001e-06, |
| "loss": 22.4685, |
| "mean_token_accuracy": 0.6952182710170746, |
| "num_tokens": 3330597.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_biology_entropy": 3.0376483097076417, |
| "eval_biology_loss": 3.875791549682617, |
| "eval_biology_mean_token_accuracy": 0.41260506939888003, |
| "eval_biology_num_tokens": 3330597.0, |
| "eval_biology_runtime": 49.8433, |
| "eval_biology_samples_per_second": 10.031, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_chemistry_entropy": 1.7663879008293153, |
| "eval_chemistry_loss": 1.816375732421875, |
| "eval_chemistry_mean_token_accuracy": 0.6312954430580139, |
| "eval_chemistry_num_tokens": 3330597.0, |
| "eval_chemistry_runtime": 61.8081, |
| "eval_chemistry_samples_per_second": 8.09, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_math_entropy": 1.1983131990432738, |
| "eval_math_loss": 1.485450029373169, |
| "eval_math_mean_token_accuracy": 0.6917262263298035, |
| "eval_math_num_tokens": 3330597.0, |
| "eval_math_runtime": 63.351, |
| "eval_math_samples_per_second": 7.893, |
| "eval_math_steps_per_second": 1.973, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_physics_entropy": 1.4052113437652587, |
| "eval_physics_loss": 1.3870269060134888, |
| "eval_physics_mean_token_accuracy": 0.69519624376297, |
| "eval_physics_num_tokens": 3330597.0, |
| "eval_physics_runtime": 72.2152, |
| "eval_physics_samples_per_second": 6.924, |
| "eval_physics_steps_per_second": 1.731, |
| "step": 100 |
| }, |
| { |
| "entropy": 1.4028880976140499, |
| "epoch": 0.176, |
| "grad_norm": 23.125, |
| "learning_rate": 7.266666666666668e-06, |
| "loss": 21.8268, |
| "mean_token_accuracy": 0.6981963120400906, |
| "num_tokens": 3658264.0, |
| "step": 110 |
| }, |
| { |
| "entropy": 1.3301444135606288, |
| "epoch": 0.192, |
| "grad_norm": 17.375, |
| "learning_rate": 7.933333333333334e-06, |
| "loss": 20.9681, |
| "mean_token_accuracy": 0.7033475987613201, |
| "num_tokens": 3995568.0, |
| "step": 120 |
| }, |
| { |
| "entropy": 1.2701803509145975, |
| "epoch": 0.208, |
| "grad_norm": 18.25, |
| "learning_rate": 8.6e-06, |
| "loss": 19.9173, |
| "mean_token_accuracy": 0.7150526810437441, |
| "num_tokens": 4321436.0, |
| "step": 130 |
| }, |
| { |
| "entropy": 1.2350537855178119, |
| "epoch": 0.224, |
| "grad_norm": 16.625, |
| "learning_rate": 9.266666666666667e-06, |
| "loss": 19.5032, |
| "mean_token_accuracy": 0.717908713966608, |
| "num_tokens": 4648491.0, |
| "step": 140 |
| }, |
| { |
| "entropy": 1.2139144621789455, |
| "epoch": 0.24, |
| "grad_norm": 20.0, |
| "learning_rate": 9.933333333333334e-06, |
| "loss": 19.3976, |
| "mean_token_accuracy": 0.7190249029546976, |
| "num_tokens": 4986175.0, |
| "step": 150 |
| }, |
| { |
| "entropy": 1.2034844245761633, |
| "epoch": 0.256, |
| "grad_norm": 18.125, |
| "learning_rate": 1.0600000000000002e-05, |
| "loss": 19.0035, |
| "mean_token_accuracy": 0.7240409322082997, |
| "num_tokens": 5329320.0, |
| "step": 160 |
| }, |
| { |
| "entropy": 1.19539747312665, |
| "epoch": 0.272, |
| "grad_norm": 19.125, |
| "learning_rate": 1.1266666666666668e-05, |
| "loss": 18.9941, |
| "mean_token_accuracy": 0.7230293404310941, |
| "num_tokens": 5658796.0, |
| "step": 170 |
| }, |
| { |
| "entropy": 1.1726421393454074, |
| "epoch": 0.288, |
| "grad_norm": 16.75, |
| "learning_rate": 1.1933333333333335e-05, |
| "loss": 18.6802, |
| "mean_token_accuracy": 0.7282810874283314, |
| "num_tokens": 5980201.0, |
| "step": 180 |
| }, |
| { |
| "entropy": 1.16094581335783, |
| "epoch": 0.304, |
| "grad_norm": 20.5, |
| "learning_rate": 1.2600000000000001e-05, |
| "loss": 18.4063, |
| "mean_token_accuracy": 0.7304705370217561, |
| "num_tokens": 6298858.0, |
| "step": 190 |
| }, |
| { |
| "entropy": 1.1420196149498225, |
| "epoch": 0.32, |
| "grad_norm": 18.375, |
| "learning_rate": 1.3266666666666668e-05, |
| "loss": 18.2034, |
| "mean_token_accuracy": 0.7318542957305908, |
| "num_tokens": 6622798.0, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_biology_entropy": 2.920998822212219, |
| "eval_biology_loss": 3.363135814666748, |
| "eval_biology_mean_token_accuracy": 0.4486829369068146, |
| "eval_biology_num_tokens": 6622798.0, |
| "eval_biology_runtime": 49.8146, |
| "eval_biology_samples_per_second": 10.037, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_chemistry_entropy": 1.4927990851402282, |
| "eval_chemistry_loss": 1.5301882028579712, |
| "eval_chemistry_mean_token_accuracy": 0.6676614291667938, |
| "eval_chemistry_num_tokens": 6622798.0, |
| "eval_chemistry_runtime": 61.7412, |
| "eval_chemistry_samples_per_second": 8.098, |
| "eval_chemistry_steps_per_second": 2.025, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_math_entropy": 1.087874176979065, |
| "eval_math_loss": 1.2984504699707031, |
| "eval_math_mean_token_accuracy": 0.7132572102546691, |
| "eval_math_num_tokens": 6622798.0, |
| "eval_math_runtime": 63.3429, |
| "eval_math_samples_per_second": 7.894, |
| "eval_math_steps_per_second": 1.973, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_physics_entropy": 1.1195718150138856, |
| "eval_physics_loss": 1.1357909440994263, |
| "eval_physics_mean_token_accuracy": 0.7332857141494751, |
| "eval_physics_num_tokens": 6622798.0, |
| "eval_physics_runtime": 72.1176, |
| "eval_physics_samples_per_second": 6.933, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 200 |
| }, |
| { |
| "entropy": 1.1236778676509858, |
| "epoch": 0.336, |
| "grad_norm": 14.25, |
| "learning_rate": 1.3933333333333334e-05, |
| "loss": 17.9874, |
| "mean_token_accuracy": 0.7355770241469145, |
| "num_tokens": 6953611.0, |
| "step": 210 |
| }, |
| { |
| "entropy": 1.0880652230232954, |
| "epoch": 0.352, |
| "grad_norm": 18.0, |
| "learning_rate": 1.46e-05, |
| "loss": 17.3415, |
| "mean_token_accuracy": 0.7432329464703799, |
| "num_tokens": 7290378.0, |
| "step": 220 |
| }, |
| { |
| "entropy": 1.0688236601650716, |
| "epoch": 0.368, |
| "grad_norm": 17.875, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 17.0985, |
| "mean_token_accuracy": 0.7455301389098168, |
| "num_tokens": 7621082.0, |
| "step": 230 |
| }, |
| { |
| "entropy": 1.1190654184669255, |
| "epoch": 0.384, |
| "grad_norm": 17.375, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 17.8397, |
| "mean_token_accuracy": 0.7339698273688555, |
| "num_tokens": 7955570.0, |
| "step": 240 |
| }, |
| { |
| "entropy": 1.0598117262125015, |
| "epoch": 0.4, |
| "grad_norm": 18.0, |
| "learning_rate": 1.66e-05, |
| "loss": 16.9636, |
| "mean_token_accuracy": 0.7449962131679058, |
| "num_tokens": 8291049.0, |
| "step": 250 |
| }, |
| { |
| "entropy": 1.0420986939221621, |
| "epoch": 0.416, |
| "grad_norm": 16.625, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 16.6593, |
| "mean_token_accuracy": 0.7490336105227471, |
| "num_tokens": 8627310.0, |
| "step": 260 |
| }, |
| { |
| "entropy": 1.0523861989378929, |
| "epoch": 0.432, |
| "grad_norm": 19.0, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 16.8565, |
| "mean_token_accuracy": 0.7475517597049475, |
| "num_tokens": 8958371.0, |
| "step": 270 |
| }, |
| { |
| "entropy": 1.0093163922429085, |
| "epoch": 0.448, |
| "grad_norm": 16.75, |
| "learning_rate": 1.86e-05, |
| "loss": 16.2024, |
| "mean_token_accuracy": 0.7556655522435903, |
| "num_tokens": 9294388.0, |
| "step": 280 |
| }, |
| { |
| "entropy": 1.006963584944606, |
| "epoch": 0.464, |
| "grad_norm": 17.875, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 16.0211, |
| "mean_token_accuracy": 0.7555320005863905, |
| "num_tokens": 9620366.0, |
| "step": 290 |
| }, |
| { |
| "entropy": 1.0118312349542975, |
| "epoch": 0.48, |
| "grad_norm": 18.25, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 16.2777, |
| "mean_token_accuracy": 0.7526854898780584, |
| "num_tokens": 9955431.0, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_biology_entropy": 2.8107905416488648, |
| "eval_biology_loss": 3.2179975509643555, |
| "eval_biology_mean_token_accuracy": 0.46178966522216797, |
| "eval_biology_num_tokens": 9955431.0, |
| "eval_biology_runtime": 49.8514, |
| "eval_biology_samples_per_second": 10.03, |
| "eval_biology_steps_per_second": 2.507, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_chemistry_entropy": 1.406659827709198, |
| "eval_chemistry_loss": 1.4287575483322144, |
| "eval_chemistry_mean_token_accuracy": 0.6827028579711915, |
| "eval_chemistry_num_tokens": 9955431.0, |
| "eval_chemistry_runtime": 61.8676, |
| "eval_chemistry_samples_per_second": 8.082, |
| "eval_chemistry_steps_per_second": 2.02, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_math_entropy": 1.0421963691711427, |
| "eval_math_loss": 1.2314904928207397, |
| "eval_math_mean_token_accuracy": 0.7236453113555908, |
| "eval_math_num_tokens": 9955431.0, |
| "eval_math_runtime": 63.3661, |
| "eval_math_samples_per_second": 7.891, |
| "eval_math_steps_per_second": 1.973, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_physics_entropy": 1.0351716361045837, |
| "eval_physics_loss": 1.0356038808822632, |
| "eval_physics_mean_token_accuracy": 0.7498980407714844, |
| "eval_physics_num_tokens": 9955431.0, |
| "eval_physics_runtime": 72.1536, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 300 |
| }, |
| { |
| "entropy": 1.0259150266647339, |
| "epoch": 0.496, |
| "grad_norm": 15.8125, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 16.4439, |
| "mean_token_accuracy": 0.7514661472290755, |
| "num_tokens": 10289883.0, |
| "step": 310 |
| }, |
| { |
| "entropy": 1.0062489442527294, |
| "epoch": 0.512, |
| "grad_norm": 19.5, |
| "learning_rate": 1.985925925925926e-05, |
| "loss": 16.2084, |
| "mean_token_accuracy": 0.7547577202320099, |
| "num_tokens": 10619468.0, |
| "step": 320 |
| }, |
| { |
| "entropy": 1.0211657840758561, |
| "epoch": 0.528, |
| "grad_norm": 17.0, |
| "learning_rate": 1.9785185185185187e-05, |
| "loss": 16.3421, |
| "mean_token_accuracy": 0.75145508274436, |
| "num_tokens": 10944904.0, |
| "step": 330 |
| }, |
| { |
| "entropy": 1.0024307239800692, |
| "epoch": 0.544, |
| "grad_norm": 17.375, |
| "learning_rate": 1.971111111111111e-05, |
| "loss": 16.1168, |
| "mean_token_accuracy": 0.7545490644872188, |
| "num_tokens": 11266409.0, |
| "step": 340 |
| }, |
| { |
| "entropy": 0.9814366064965725, |
| "epoch": 0.56, |
| "grad_norm": 15.6875, |
| "learning_rate": 1.963703703703704e-05, |
| "loss": 15.6974, |
| "mean_token_accuracy": 0.759765500202775, |
| "num_tokens": 11605544.0, |
| "step": 350 |
| }, |
| { |
| "entropy": 0.974255072697997, |
| "epoch": 0.576, |
| "grad_norm": 17.625, |
| "learning_rate": 1.9562962962962964e-05, |
| "loss": 15.6108, |
| "mean_token_accuracy": 0.762177936732769, |
| "num_tokens": 11931715.0, |
| "step": 360 |
| }, |
| { |
| "entropy": 0.9886789865791797, |
| "epoch": 0.592, |
| "grad_norm": 17.75, |
| "learning_rate": 1.948888888888889e-05, |
| "loss": 15.8091, |
| "mean_token_accuracy": 0.7574512097984553, |
| "num_tokens": 12257243.0, |
| "step": 370 |
| }, |
| { |
| "entropy": 0.9611615493893624, |
| "epoch": 0.608, |
| "grad_norm": 15.5625, |
| "learning_rate": 1.9414814814814817e-05, |
| "loss": 15.4695, |
| "mean_token_accuracy": 0.7621630631387234, |
| "num_tokens": 12583154.0, |
| "step": 380 |
| }, |
| { |
| "entropy": 0.9780517250299454, |
| "epoch": 0.624, |
| "grad_norm": 16.25, |
| "learning_rate": 1.9340740740740743e-05, |
| "loss": 15.7482, |
| "mean_token_accuracy": 0.7585811104625464, |
| "num_tokens": 12905392.0, |
| "step": 390 |
| }, |
| { |
| "entropy": 0.9820186741650104, |
| "epoch": 0.64, |
| "grad_norm": 15.6875, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 15.7619, |
| "mean_token_accuracy": 0.7589227013289929, |
| "num_tokens": 13232198.0, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_biology_entropy": 2.7366416778564453, |
| "eval_biology_loss": 3.0968964099884033, |
| "eval_biology_mean_token_accuracy": 0.47410999417304994, |
| "eval_biology_num_tokens": 13232198.0, |
| "eval_biology_runtime": 49.8326, |
| "eval_biology_samples_per_second": 10.034, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_chemistry_entropy": 1.3320539832115172, |
| "eval_chemistry_loss": 1.3684444427490234, |
| "eval_chemistry_mean_token_accuracy": 0.693352394104004, |
| "eval_chemistry_num_tokens": 13232198.0, |
| "eval_chemistry_runtime": 61.7471, |
| "eval_chemistry_samples_per_second": 8.098, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_math_entropy": 0.9903823466300964, |
| "eval_math_loss": 1.1989392042160034, |
| "eval_math_mean_token_accuracy": 0.7292539710998536, |
| "eval_math_num_tokens": 13232198.0, |
| "eval_math_runtime": 63.2924, |
| "eval_math_samples_per_second": 7.9, |
| "eval_math_steps_per_second": 1.975, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_physics_entropy": 0.9698497958183289, |
| "eval_physics_loss": 0.9801211357116699, |
| "eval_physics_mean_token_accuracy": 0.7597138810157776, |
| "eval_physics_num_tokens": 13232198.0, |
| "eval_physics_runtime": 72.1491, |
| "eval_physics_samples_per_second": 6.93, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 400 |
| }, |
| { |
| "entropy": 0.9678926695138216, |
| "epoch": 0.656, |
| "grad_norm": 17.625, |
| "learning_rate": 1.9192592592592593e-05, |
| "loss": 15.5332, |
| "mean_token_accuracy": 0.7619860425591469, |
| "num_tokens": 13575902.0, |
| "step": 410 |
| }, |
| { |
| "entropy": 0.9481775723397732, |
| "epoch": 0.672, |
| "grad_norm": 18.875, |
| "learning_rate": 1.911851851851852e-05, |
| "loss": 15.1784, |
| "mean_token_accuracy": 0.7657071366906166, |
| "num_tokens": 13895997.0, |
| "step": 420 |
| }, |
| { |
| "entropy": 0.9527117524296045, |
| "epoch": 0.688, |
| "grad_norm": 16.125, |
| "learning_rate": 1.9044444444444446e-05, |
| "loss": 15.2982, |
| "mean_token_accuracy": 0.7649280011653901, |
| "num_tokens": 14234888.0, |
| "step": 430 |
| }, |
| { |
| "entropy": 0.9615373708307743, |
| "epoch": 0.704, |
| "grad_norm": 17.25, |
| "learning_rate": 1.8970370370370372e-05, |
| "loss": 15.5115, |
| "mean_token_accuracy": 0.7601466745138168, |
| "num_tokens": 14567908.0, |
| "step": 440 |
| }, |
| { |
| "entropy": 0.9485624451190233, |
| "epoch": 0.72, |
| "grad_norm": 18.5, |
| "learning_rate": 1.8896296296296295e-05, |
| "loss": 15.1719, |
| "mean_token_accuracy": 0.7653266172856092, |
| "num_tokens": 14882927.0, |
| "step": 450 |
| }, |
| { |
| "entropy": 0.9433321110904217, |
| "epoch": 0.736, |
| "grad_norm": 18.375, |
| "learning_rate": 1.8822222222222225e-05, |
| "loss": 15.1447, |
| "mean_token_accuracy": 0.765366930142045, |
| "num_tokens": 15217342.0, |
| "step": 460 |
| }, |
| { |
| "entropy": 0.9253723874688149, |
| "epoch": 0.752, |
| "grad_norm": 16.75, |
| "learning_rate": 1.874814814814815e-05, |
| "loss": 14.7655, |
| "mean_token_accuracy": 0.7691089898347855, |
| "num_tokens": 15547710.0, |
| "step": 470 |
| }, |
| { |
| "entropy": 0.9615132443606853, |
| "epoch": 0.768, |
| "grad_norm": 17.375, |
| "learning_rate": 1.8674074074074075e-05, |
| "loss": 15.4996, |
| "mean_token_accuracy": 0.7604613497853279, |
| "num_tokens": 15877177.0, |
| "step": 480 |
| }, |
| { |
| "entropy": 0.9211561907082796, |
| "epoch": 0.784, |
| "grad_norm": 14.875, |
| "learning_rate": 1.86e-05, |
| "loss": 14.8121, |
| "mean_token_accuracy": 0.7703294314444065, |
| "num_tokens": 16219640.0, |
| "step": 490 |
| }, |
| { |
| "entropy": 0.939649223536253, |
| "epoch": 0.8, |
| "grad_norm": 16.75, |
| "learning_rate": 1.8525925925925928e-05, |
| "loss": 15.0708, |
| "mean_token_accuracy": 0.7668382901698351, |
| "num_tokens": 16548261.0, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_biology_entropy": 2.762967661857605, |
| "eval_biology_loss": 3.090928792953491, |
| "eval_biology_mean_token_accuracy": 0.47848794198036193, |
| "eval_biology_num_tokens": 16548261.0, |
| "eval_biology_runtime": 50.0005, |
| "eval_biology_samples_per_second": 10.0, |
| "eval_biology_steps_per_second": 2.5, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_chemistry_entropy": 1.333887234210968, |
| "eval_chemistry_loss": 1.340030550956726, |
| "eval_chemistry_mean_token_accuracy": 0.6984462032318115, |
| "eval_chemistry_num_tokens": 16548261.0, |
| "eval_chemistry_runtime": 61.3452, |
| "eval_chemistry_samples_per_second": 8.151, |
| "eval_chemistry_steps_per_second": 2.038, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_math_entropy": 0.9834395766258239, |
| "eval_math_loss": 1.1809327602386475, |
| "eval_math_mean_token_accuracy": 0.7322900333404541, |
| "eval_math_num_tokens": 16548261.0, |
| "eval_math_runtime": 63.2493, |
| "eval_math_samples_per_second": 7.905, |
| "eval_math_steps_per_second": 1.976, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_physics_entropy": 0.9553510432243347, |
| "eval_physics_loss": 0.948321521282196, |
| "eval_physics_mean_token_accuracy": 0.7648878183364868, |
| "eval_physics_num_tokens": 16548261.0, |
| "eval_physics_runtime": 72.2375, |
| "eval_physics_samples_per_second": 6.922, |
| "eval_physics_steps_per_second": 1.73, |
| "step": 500 |
| }, |
| { |
| "entropy": 0.9261549940332771, |
| "epoch": 0.816, |
| "grad_norm": 15.875, |
| "learning_rate": 1.8451851851851855e-05, |
| "loss": 14.9311, |
| "mean_token_accuracy": 0.7663508132100105, |
| "num_tokens": 16870533.0, |
| "step": 510 |
| }, |
| { |
| "entropy": 0.9406310219317675, |
| "epoch": 0.832, |
| "grad_norm": 17.375, |
| "learning_rate": 1.8377777777777778e-05, |
| "loss": 15.084, |
| "mean_token_accuracy": 0.7663453005254268, |
| "num_tokens": 17196371.0, |
| "step": 520 |
| }, |
| { |
| "entropy": 0.923311448097229, |
| "epoch": 0.848, |
| "grad_norm": 14.875, |
| "learning_rate": 1.8303703703703704e-05, |
| "loss": 14.8032, |
| "mean_token_accuracy": 0.7687445022165775, |
| "num_tokens": 17527066.0, |
| "step": 530 |
| }, |
| { |
| "entropy": 0.928763821348548, |
| "epoch": 0.864, |
| "grad_norm": 15.3125, |
| "learning_rate": 1.822962962962963e-05, |
| "loss": 14.9482, |
| "mean_token_accuracy": 0.768150870129466, |
| "num_tokens": 17859605.0, |
| "step": 540 |
| }, |
| { |
| "entropy": 0.9416768305003643, |
| "epoch": 0.88, |
| "grad_norm": 18.125, |
| "learning_rate": 1.8155555555555557e-05, |
| "loss": 15.1468, |
| "mean_token_accuracy": 0.7654529243707657, |
| "num_tokens": 18187315.0, |
| "step": 550 |
| }, |
| { |
| "entropy": 0.8831863407045603, |
| "epoch": 0.896, |
| "grad_norm": 15.4375, |
| "learning_rate": 1.8081481481481484e-05, |
| "loss": 14.1869, |
| "mean_token_accuracy": 0.7778372533619404, |
| "num_tokens": 18536790.0, |
| "step": 560 |
| }, |
| { |
| "entropy": 0.9270613711327315, |
| "epoch": 0.912, |
| "grad_norm": 16.875, |
| "learning_rate": 1.800740740740741e-05, |
| "loss": 14.9239, |
| "mean_token_accuracy": 0.7662449024617672, |
| "num_tokens": 18869344.0, |
| "step": 570 |
| }, |
| { |
| "entropy": 0.9144386522471905, |
| "epoch": 0.928, |
| "grad_norm": 17.5, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 14.7368, |
| "mean_token_accuracy": 0.7688823513686657, |
| "num_tokens": 19199834.0, |
| "step": 580 |
| }, |
| { |
| "entropy": 0.901116743683815, |
| "epoch": 0.944, |
| "grad_norm": 17.125, |
| "learning_rate": 1.785925925925926e-05, |
| "loss": 14.4066, |
| "mean_token_accuracy": 0.7740797866135836, |
| "num_tokens": 19525385.0, |
| "step": 590 |
| }, |
| { |
| "entropy": 0.9039361864328385, |
| "epoch": 0.96, |
| "grad_norm": 17.25, |
| "learning_rate": 1.7785185185185186e-05, |
| "loss": 14.5915, |
| "mean_token_accuracy": 0.7717896085232496, |
| "num_tokens": 19856973.0, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_biology_entropy": 2.677727264404297, |
| "eval_biology_loss": 3.0516796112060547, |
| "eval_biology_mean_token_accuracy": 0.48141900229454043, |
| "eval_biology_num_tokens": 19856973.0, |
| "eval_biology_runtime": 50.8661, |
| "eval_biology_samples_per_second": 9.83, |
| "eval_biology_steps_per_second": 2.457, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_chemistry_entropy": 1.2866523551940918, |
| "eval_chemistry_loss": 1.317436695098877, |
| "eval_chemistry_mean_token_accuracy": 0.7019241213798523, |
| "eval_chemistry_num_tokens": 19856973.0, |
| "eval_chemistry_runtime": 63.0731, |
| "eval_chemistry_samples_per_second": 7.927, |
| "eval_chemistry_steps_per_second": 1.982, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_math_entropy": 0.9717253613471984, |
| "eval_math_loss": 1.1687127351760864, |
| "eval_math_mean_token_accuracy": 0.7343572587966919, |
| "eval_math_num_tokens": 19856973.0, |
| "eval_math_runtime": 63.3923, |
| "eval_math_samples_per_second": 7.887, |
| "eval_math_steps_per_second": 1.972, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_physics_entropy": 0.9267163248062134, |
| "eval_physics_loss": 0.9278588891029358, |
| "eval_physics_mean_token_accuracy": 0.768565085887909, |
| "eval_physics_num_tokens": 19856973.0, |
| "eval_physics_runtime": 72.1894, |
| "eval_physics_samples_per_second": 6.926, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 600 |
| }, |
| { |
| "entropy": 0.9027096323668957, |
| "epoch": 0.976, |
| "grad_norm": 17.25, |
| "learning_rate": 1.7711111111111113e-05, |
| "loss": 14.4739, |
| "mean_token_accuracy": 0.7739130385220051, |
| "num_tokens": 20190600.0, |
| "step": 610 |
| }, |
| { |
| "entropy": 0.911938888207078, |
| "epoch": 0.992, |
| "grad_norm": 16.25, |
| "learning_rate": 1.763703703703704e-05, |
| "loss": 14.6737, |
| "mean_token_accuracy": 0.7710133928805589, |
| "num_tokens": 20518014.0, |
| "step": 620 |
| }, |
| { |
| "entropy": 0.8859073698520661, |
| "epoch": 1.008, |
| "grad_norm": 15.6875, |
| "learning_rate": 1.7562962962962962e-05, |
| "loss": 14.139, |
| "mean_token_accuracy": 0.7765034466981888, |
| "num_tokens": 20859215.0, |
| "step": 630 |
| }, |
| { |
| "entropy": 0.8853944804519415, |
| "epoch": 1.024, |
| "grad_norm": 16.125, |
| "learning_rate": 1.7488888888888892e-05, |
| "loss": 14.2419, |
| "mean_token_accuracy": 0.7756760004907847, |
| "num_tokens": 21186658.0, |
| "step": 640 |
| }, |
| { |
| "entropy": 0.8869342122226953, |
| "epoch": 1.04, |
| "grad_norm": 15.625, |
| "learning_rate": 1.7414814814814815e-05, |
| "loss": 14.2479, |
| "mean_token_accuracy": 0.7757201492786407, |
| "num_tokens": 21517237.0, |
| "step": 650 |
| }, |
| { |
| "entropy": 0.8696011204272509, |
| "epoch": 1.056, |
| "grad_norm": 16.0, |
| "learning_rate": 1.7340740740740742e-05, |
| "loss": 13.9805, |
| "mean_token_accuracy": 0.779824410751462, |
| "num_tokens": 21852528.0, |
| "step": 660 |
| }, |
| { |
| "entropy": 0.8888028047978878, |
| "epoch": 1.072, |
| "grad_norm": 14.75, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 14.2631, |
| "mean_token_accuracy": 0.775978759303689, |
| "num_tokens": 22192380.0, |
| "step": 670 |
| }, |
| { |
| "entropy": 0.8862319141626358, |
| "epoch": 1.088, |
| "grad_norm": 18.125, |
| "learning_rate": 1.7192592592592595e-05, |
| "loss": 14.2198, |
| "mean_token_accuracy": 0.776379656419158, |
| "num_tokens": 22517971.0, |
| "step": 680 |
| }, |
| { |
| "entropy": 0.8709126710891724, |
| "epoch": 1.104, |
| "grad_norm": 14.8125, |
| "learning_rate": 1.711851851851852e-05, |
| "loss": 14.002, |
| "mean_token_accuracy": 0.7780292049050331, |
| "num_tokens": 22848694.0, |
| "step": 690 |
| }, |
| { |
| "entropy": 0.8840448129922152, |
| "epoch": 1.12, |
| "grad_norm": 16.375, |
| "learning_rate": 1.7044444444444445e-05, |
| "loss": 14.264, |
| "mean_token_accuracy": 0.7752253647893668, |
| "num_tokens": 23183889.0, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_biology_entropy": 2.627446077346802, |
| "eval_biology_loss": 3.060105085372925, |
| "eval_biology_mean_token_accuracy": 0.4816924409866333, |
| "eval_biology_num_tokens": 23183889.0, |
| "eval_biology_runtime": 50.5624, |
| "eval_biology_samples_per_second": 9.889, |
| "eval_biology_steps_per_second": 2.472, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_chemistry_entropy": 1.257134593486786, |
| "eval_chemistry_loss": 1.306192398071289, |
| "eval_chemistry_mean_token_accuracy": 0.7035604500770569, |
| "eval_chemistry_num_tokens": 23183889.0, |
| "eval_chemistry_runtime": 61.7362, |
| "eval_chemistry_samples_per_second": 8.099, |
| "eval_chemistry_steps_per_second": 2.025, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_math_entropy": 0.9475419321060181, |
| "eval_math_loss": 1.162497639656067, |
| "eval_math_mean_token_accuracy": 0.735723156452179, |
| "eval_math_num_tokens": 23183889.0, |
| "eval_math_runtime": 63.3016, |
| "eval_math_samples_per_second": 7.899, |
| "eval_math_steps_per_second": 1.975, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_physics_entropy": 0.9011278233528137, |
| "eval_physics_loss": 0.9133982062339783, |
| "eval_physics_mean_token_accuracy": 0.7716574244499207, |
| "eval_physics_num_tokens": 23183889.0, |
| "eval_physics_runtime": 72.1196, |
| "eval_physics_samples_per_second": 6.933, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 700 |
| }, |
| { |
| "entropy": 0.8449788447469473, |
| "epoch": 1.1360000000000001, |
| "grad_norm": 14.5, |
| "learning_rate": 1.697037037037037e-05, |
| "loss": 13.571, |
| "mean_token_accuracy": 0.7838629804551601, |
| "num_tokens": 23523903.0, |
| "step": 710 |
| }, |
| { |
| "entropy": 0.8750829499214887, |
| "epoch": 1.152, |
| "grad_norm": 18.125, |
| "learning_rate": 1.6896296296296298e-05, |
| "loss": 14.0535, |
| "mean_token_accuracy": 0.7792033236473799, |
| "num_tokens": 23848848.0, |
| "step": 720 |
| }, |
| { |
| "entropy": 0.8909317035228014, |
| "epoch": 1.168, |
| "grad_norm": 17.125, |
| "learning_rate": 1.6822222222222224e-05, |
| "loss": 14.2108, |
| "mean_token_accuracy": 0.7754395861178637, |
| "num_tokens": 24174589.0, |
| "step": 730 |
| }, |
| { |
| "entropy": 0.8695099549368024, |
| "epoch": 1.184, |
| "grad_norm": 17.5, |
| "learning_rate": 1.6748148148148147e-05, |
| "loss": 14.0066, |
| "mean_token_accuracy": 0.7783829633146524, |
| "num_tokens": 24495981.0, |
| "step": 740 |
| }, |
| { |
| "entropy": 0.8525647681206465, |
| "epoch": 1.2, |
| "grad_norm": 17.25, |
| "learning_rate": 1.6674074074074077e-05, |
| "loss": 13.7868, |
| "mean_token_accuracy": 0.7816724233329296, |
| "num_tokens": 24826245.0, |
| "step": 750 |
| }, |
| { |
| "entropy": 0.8792602054774761, |
| "epoch": 1.216, |
| "grad_norm": 20.25, |
| "learning_rate": 1.66e-05, |
| "loss": 14.0613, |
| "mean_token_accuracy": 0.7764780439436436, |
| "num_tokens": 25147775.0, |
| "step": 760 |
| }, |
| { |
| "entropy": 0.8663859061896801, |
| "epoch": 1.232, |
| "grad_norm": 17.125, |
| "learning_rate": 1.6525925925925927e-05, |
| "loss": 13.9083, |
| "mean_token_accuracy": 0.7811534900218249, |
| "num_tokens": 25480033.0, |
| "step": 770 |
| }, |
| { |
| "entropy": 0.8663209840655327, |
| "epoch": 1.248, |
| "grad_norm": 17.25, |
| "learning_rate": 1.6451851851851853e-05, |
| "loss": 13.8854, |
| "mean_token_accuracy": 0.7800497461110354, |
| "num_tokens": 25811978.0, |
| "step": 780 |
| }, |
| { |
| "entropy": 0.856946163251996, |
| "epoch": 1.264, |
| "grad_norm": 17.75, |
| "learning_rate": 1.637777777777778e-05, |
| "loss": 13.8279, |
| "mean_token_accuracy": 0.7810843765735627, |
| "num_tokens": 26146299.0, |
| "step": 790 |
| }, |
| { |
| "entropy": 0.8911789767444134, |
| "epoch": 1.28, |
| "grad_norm": 17.0, |
| "learning_rate": 1.6303703703703706e-05, |
| "loss": 14.3363, |
| "mean_token_accuracy": 0.7737658254802227, |
| "num_tokens": 26478207.0, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_biology_entropy": 2.59397083568573, |
| "eval_biology_loss": 3.0740294456481934, |
| "eval_biology_mean_token_accuracy": 0.4842085497379303, |
| "eval_biology_num_tokens": 26478207.0, |
| "eval_biology_runtime": 49.7902, |
| "eval_biology_samples_per_second": 10.042, |
| "eval_biology_steps_per_second": 2.511, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_chemistry_entropy": 1.2249236187934875, |
| "eval_chemistry_loss": 1.2970499992370605, |
| "eval_chemistry_mean_token_accuracy": 0.7058695545196533, |
| "eval_chemistry_num_tokens": 26478207.0, |
| "eval_chemistry_runtime": 61.7992, |
| "eval_chemistry_samples_per_second": 8.091, |
| "eval_chemistry_steps_per_second": 2.023, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_math_entropy": 0.9352578225135804, |
| "eval_math_loss": 1.1583356857299805, |
| "eval_math_mean_token_accuracy": 0.7370887098312378, |
| "eval_math_num_tokens": 26478207.0, |
| "eval_math_runtime": 63.2982, |
| "eval_math_samples_per_second": 7.899, |
| "eval_math_steps_per_second": 1.975, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_physics_entropy": 0.8803811745643616, |
| "eval_physics_loss": 0.9023361802101135, |
| "eval_physics_mean_token_accuracy": 0.7736921410560608, |
| "eval_physics_num_tokens": 26478207.0, |
| "eval_physics_runtime": 72.1443, |
| "eval_physics_samples_per_second": 6.931, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 800 |
| }, |
| { |
| "entropy": 0.8500199999660254, |
| "epoch": 1.296, |
| "grad_norm": 17.375, |
| "learning_rate": 1.622962962962963e-05, |
| "loss": 13.6729, |
| "mean_token_accuracy": 0.7830070056021213, |
| "num_tokens": 26806477.0, |
| "step": 810 |
| }, |
| { |
| "entropy": 0.8865886203944683, |
| "epoch": 1.312, |
| "grad_norm": 18.0, |
| "learning_rate": 1.6155555555555556e-05, |
| "loss": 14.1733, |
| "mean_token_accuracy": 0.7760876413434744, |
| "num_tokens": 27137528.0, |
| "step": 820 |
| }, |
| { |
| "entropy": 0.8618463430553674, |
| "epoch": 1.328, |
| "grad_norm": 18.75, |
| "learning_rate": 1.6081481481481482e-05, |
| "loss": 13.8875, |
| "mean_token_accuracy": 0.7796577278524637, |
| "num_tokens": 27465859.0, |
| "step": 830 |
| }, |
| { |
| "entropy": 0.8727495713159442, |
| "epoch": 1.3439999999999999, |
| "grad_norm": 18.0, |
| "learning_rate": 1.600740740740741e-05, |
| "loss": 14.0654, |
| "mean_token_accuracy": 0.7770151857286691, |
| "num_tokens": 27795568.0, |
| "step": 840 |
| }, |
| { |
| "entropy": 0.8694380177184939, |
| "epoch": 1.3599999999999999, |
| "grad_norm": 17.125, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 13.9903, |
| "mean_token_accuracy": 0.7778833784162998, |
| "num_tokens": 28129988.0, |
| "step": 850 |
| }, |
| { |
| "entropy": 0.8656781645491719, |
| "epoch": 1.376, |
| "grad_norm": 18.875, |
| "learning_rate": 1.5859259259259262e-05, |
| "loss": 13.8313, |
| "mean_token_accuracy": 0.7801834944635629, |
| "num_tokens": 28465903.0, |
| "step": 860 |
| }, |
| { |
| "entropy": 0.8433871390298009, |
| "epoch": 1.392, |
| "grad_norm": 17.875, |
| "learning_rate": 1.5785185185185185e-05, |
| "loss": 13.5092, |
| "mean_token_accuracy": 0.7850066836923361, |
| "num_tokens": 28801554.0, |
| "step": 870 |
| }, |
| { |
| "entropy": 0.8494528220966459, |
| "epoch": 1.408, |
| "grad_norm": 16.875, |
| "learning_rate": 1.571111111111111e-05, |
| "loss": 13.7082, |
| "mean_token_accuracy": 0.7817110113799572, |
| "num_tokens": 29125114.0, |
| "step": 880 |
| }, |
| { |
| "entropy": 0.88326512016356, |
| "epoch": 1.424, |
| "grad_norm": 16.125, |
| "learning_rate": 1.5637037037037038e-05, |
| "loss": 14.2467, |
| "mean_token_accuracy": 0.7743587661534548, |
| "num_tokens": 29454334.0, |
| "step": 890 |
| }, |
| { |
| "entropy": 0.8315953454002738, |
| "epoch": 1.44, |
| "grad_norm": 16.25, |
| "learning_rate": 1.5562962962962965e-05, |
| "loss": 13.3551, |
| "mean_token_accuracy": 0.7856587562710047, |
| "num_tokens": 29789253.0, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_biology_entropy": 2.6302443017959596, |
| "eval_biology_loss": 3.0371100902557373, |
| "eval_biology_mean_token_accuracy": 0.48449889016151426, |
| "eval_biology_num_tokens": 29789253.0, |
| "eval_biology_runtime": 49.9234, |
| "eval_biology_samples_per_second": 10.015, |
| "eval_biology_steps_per_second": 2.504, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_chemistry_entropy": 1.228422354221344, |
| "eval_chemistry_loss": 1.2853810787200928, |
| "eval_chemistry_mean_token_accuracy": 0.7073793506622315, |
| "eval_chemistry_num_tokens": 29789253.0, |
| "eval_chemistry_runtime": 61.8217, |
| "eval_chemistry_samples_per_second": 8.088, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_math_entropy": 0.9464052295684815, |
| "eval_math_loss": 1.1523010730743408, |
| "eval_math_mean_token_accuracy": 0.7370671148300171, |
| "eval_math_num_tokens": 29789253.0, |
| "eval_math_runtime": 63.3892, |
| "eval_math_samples_per_second": 7.888, |
| "eval_math_steps_per_second": 1.972, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_physics_entropy": 0.8797389287948608, |
| "eval_physics_loss": 0.8921938538551331, |
| "eval_physics_mean_token_accuracy": 0.7752533774375916, |
| "eval_physics_num_tokens": 29789253.0, |
| "eval_physics_runtime": 72.2272, |
| "eval_physics_samples_per_second": 6.923, |
| "eval_physics_steps_per_second": 1.731, |
| "step": 900 |
| }, |
| { |
| "entropy": 0.8377421669661999, |
| "epoch": 1.456, |
| "grad_norm": 14.75, |
| "learning_rate": 1.548888888888889e-05, |
| "loss": 13.5018, |
| "mean_token_accuracy": 0.7858919285237789, |
| "num_tokens": 30128576.0, |
| "step": 910 |
| }, |
| { |
| "entropy": 0.8895138014107943, |
| "epoch": 1.472, |
| "grad_norm": 18.5, |
| "learning_rate": 1.5414814814814814e-05, |
| "loss": 14.3264, |
| "mean_token_accuracy": 0.7742519076913595, |
| "num_tokens": 30452719.0, |
| "step": 920 |
| }, |
| { |
| "entropy": 0.8661323908716441, |
| "epoch": 1.488, |
| "grad_norm": 16.375, |
| "learning_rate": 1.5340740740740744e-05, |
| "loss": 13.9071, |
| "mean_token_accuracy": 0.7790522363036871, |
| "num_tokens": 30782343.0, |
| "step": 930 |
| }, |
| { |
| "entropy": 0.8495663637295365, |
| "epoch": 1.504, |
| "grad_norm": 15.3125, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 13.6016, |
| "mean_token_accuracy": 0.7836384274065494, |
| "num_tokens": 31113238.0, |
| "step": 940 |
| }, |
| { |
| "entropy": 0.8703195974230766, |
| "epoch": 1.52, |
| "grad_norm": 17.25, |
| "learning_rate": 1.5192592592592594e-05, |
| "loss": 13.9447, |
| "mean_token_accuracy": 0.7785820949822664, |
| "num_tokens": 31444589.0, |
| "step": 950 |
| }, |
| { |
| "entropy": 0.8683951802551746, |
| "epoch": 1.536, |
| "grad_norm": 18.25, |
| "learning_rate": 1.5118518518518519e-05, |
| "loss": 14.0464, |
| "mean_token_accuracy": 0.7769809190183878, |
| "num_tokens": 31774137.0, |
| "step": 960 |
| }, |
| { |
| "entropy": 0.8442707929760218, |
| "epoch": 1.552, |
| "grad_norm": 17.5, |
| "learning_rate": 1.5044444444444445e-05, |
| "loss": 13.4756, |
| "mean_token_accuracy": 0.7855445120483637, |
| "num_tokens": 32101776.0, |
| "step": 970 |
| }, |
| { |
| "entropy": 0.8429634341970086, |
| "epoch": 1.568, |
| "grad_norm": 16.75, |
| "learning_rate": 1.497037037037037e-05, |
| "loss": 13.5629, |
| "mean_token_accuracy": 0.7842523407191038, |
| "num_tokens": 32428021.0, |
| "step": 980 |
| }, |
| { |
| "entropy": 0.8717077055945992, |
| "epoch": 1.584, |
| "grad_norm": 17.25, |
| "learning_rate": 1.4896296296296298e-05, |
| "loss": 14.057, |
| "mean_token_accuracy": 0.7751756615936756, |
| "num_tokens": 32752735.0, |
| "step": 990 |
| }, |
| { |
| "entropy": 0.8670839730650186, |
| "epoch": 1.6, |
| "grad_norm": 16.75, |
| "learning_rate": 1.4822222222222225e-05, |
| "loss": 13.8733, |
| "mean_token_accuracy": 0.7796571251004935, |
| "num_tokens": 33075822.0, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_biology_entropy": 2.5688937005996704, |
| "eval_biology_loss": 3.027909994125366, |
| "eval_biology_mean_token_accuracy": 0.4863655905723572, |
| "eval_biology_num_tokens": 33075822.0, |
| "eval_biology_runtime": 49.9141, |
| "eval_biology_samples_per_second": 10.017, |
| "eval_biology_steps_per_second": 2.504, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_chemistry_entropy": 1.2045018038749695, |
| "eval_chemistry_loss": 1.281038761138916, |
| "eval_chemistry_mean_token_accuracy": 0.707553605556488, |
| "eval_chemistry_num_tokens": 33075822.0, |
| "eval_chemistry_runtime": 61.4373, |
| "eval_chemistry_samples_per_second": 8.138, |
| "eval_chemistry_steps_per_second": 2.035, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_math_entropy": 0.9304646430015564, |
| "eval_math_loss": 1.1519391536712646, |
| "eval_math_mean_token_accuracy": 0.7375589380264282, |
| "eval_math_num_tokens": 33075822.0, |
| "eval_math_runtime": 63.2339, |
| "eval_math_samples_per_second": 7.907, |
| "eval_math_steps_per_second": 1.977, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_physics_entropy": 0.8599038424491883, |
| "eval_physics_loss": 0.885993480682373, |
| "eval_physics_mean_token_accuracy": 0.7767008581161499, |
| "eval_physics_num_tokens": 33075822.0, |
| "eval_physics_runtime": 72.1075, |
| "eval_physics_samples_per_second": 6.934, |
| "eval_physics_steps_per_second": 1.734, |
| "step": 1000 |
| }, |
| { |
| "entropy": 0.8235349113121628, |
| "epoch": 1.616, |
| "grad_norm": 17.5, |
| "learning_rate": 1.474814814814815e-05, |
| "loss": 13.3243, |
| "mean_token_accuracy": 0.7873352337628603, |
| "num_tokens": 33411850.0, |
| "step": 1010 |
| }, |
| { |
| "entropy": 0.8450564581900835, |
| "epoch": 1.6320000000000001, |
| "grad_norm": 17.375, |
| "learning_rate": 1.4674074074074076e-05, |
| "loss": 13.5454, |
| "mean_token_accuracy": 0.7839825380593538, |
| "num_tokens": 33739456.0, |
| "step": 1020 |
| }, |
| { |
| "entropy": 0.8137065678834915, |
| "epoch": 1.6480000000000001, |
| "grad_norm": 16.625, |
| "learning_rate": 1.46e-05, |
| "loss": 13.0726, |
| "mean_token_accuracy": 0.7894206911325454, |
| "num_tokens": 34072022.0, |
| "step": 1030 |
| }, |
| { |
| "entropy": 0.8465166810899973, |
| "epoch": 1.6640000000000001, |
| "grad_norm": 18.625, |
| "learning_rate": 1.4525925925925927e-05, |
| "loss": 13.565, |
| "mean_token_accuracy": 0.7846160337328911, |
| "num_tokens": 34398959.0, |
| "step": 1040 |
| }, |
| { |
| "entropy": 0.8240113854408264, |
| "epoch": 1.6800000000000002, |
| "grad_norm": 16.125, |
| "learning_rate": 1.4451851851851852e-05, |
| "loss": 13.3644, |
| "mean_token_accuracy": 0.786401529237628, |
| "num_tokens": 34732284.0, |
| "step": 1050 |
| }, |
| { |
| "entropy": 0.8502342702820898, |
| "epoch": 1.696, |
| "grad_norm": 17.625, |
| "learning_rate": 1.4377777777777779e-05, |
| "loss": 13.5728, |
| "mean_token_accuracy": 0.7834321312606335, |
| "num_tokens": 35053712.0, |
| "step": 1060 |
| }, |
| { |
| "entropy": 0.8552145214751363, |
| "epoch": 1.712, |
| "grad_norm": 18.375, |
| "learning_rate": 1.4303703703703703e-05, |
| "loss": 13.7943, |
| "mean_token_accuracy": 0.7798704143613577, |
| "num_tokens": 35393088.0, |
| "step": 1070 |
| }, |
| { |
| "entropy": 0.8368038963526487, |
| "epoch": 1.728, |
| "grad_norm": 17.0, |
| "learning_rate": 1.4229629629629632e-05, |
| "loss": 13.42, |
| "mean_token_accuracy": 0.7853118624538183, |
| "num_tokens": 35729007.0, |
| "step": 1080 |
| }, |
| { |
| "entropy": 0.8420057747513056, |
| "epoch": 1.744, |
| "grad_norm": 17.75, |
| "learning_rate": 1.4155555555555556e-05, |
| "loss": 13.5284, |
| "mean_token_accuracy": 0.7845802444964647, |
| "num_tokens": 36072489.0, |
| "step": 1090 |
| }, |
| { |
| "entropy": 0.8349423199892044, |
| "epoch": 1.76, |
| "grad_norm": 16.875, |
| "learning_rate": 1.4081481481481483e-05, |
| "loss": 13.3871, |
| "mean_token_accuracy": 0.7846417732536792, |
| "num_tokens": 36398285.0, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_biology_entropy": 2.555653926849365, |
| "eval_biology_loss": 3.0194432735443115, |
| "eval_biology_mean_token_accuracy": 0.4884138941764832, |
| "eval_biology_num_tokens": 36398285.0, |
| "eval_biology_runtime": 49.8041, |
| "eval_biology_samples_per_second": 10.039, |
| "eval_biology_steps_per_second": 2.51, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_chemistry_entropy": 1.1974089312553406, |
| "eval_chemistry_loss": 1.2756012678146362, |
| "eval_chemistry_mean_token_accuracy": 0.7093247275352478, |
| "eval_chemistry_num_tokens": 36398285.0, |
| "eval_chemistry_runtime": 62.0097, |
| "eval_chemistry_samples_per_second": 8.063, |
| "eval_chemistry_steps_per_second": 2.016, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_math_entropy": 0.9289093766212463, |
| "eval_math_loss": 1.1466560363769531, |
| "eval_math_mean_token_accuracy": 0.7382361373901367, |
| "eval_math_num_tokens": 36398285.0, |
| "eval_math_runtime": 63.3872, |
| "eval_math_samples_per_second": 7.888, |
| "eval_math_steps_per_second": 1.972, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.76, |
| "eval_physics_entropy": 0.855881242275238, |
| "eval_physics_loss": 0.880148708820343, |
| "eval_physics_mean_token_accuracy": 0.7775014510154724, |
| "eval_physics_num_tokens": 36398285.0, |
| "eval_physics_runtime": 72.1346, |
| "eval_physics_samples_per_second": 6.931, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1100 |
| }, |
| { |
| "entropy": 0.8676729390397668, |
| "epoch": 1.776, |
| "grad_norm": 16.875, |
| "learning_rate": 1.400740740740741e-05, |
| "loss": 13.9824, |
| "mean_token_accuracy": 0.7772907704114914, |
| "num_tokens": 36730479.0, |
| "step": 1110 |
| }, |
| { |
| "entropy": 0.8294270180165768, |
| "epoch": 1.792, |
| "grad_norm": 20.625, |
| "learning_rate": 1.3933333333333334e-05, |
| "loss": 13.3857, |
| "mean_token_accuracy": 0.7853363569825887, |
| "num_tokens": 37057425.0, |
| "step": 1120 |
| }, |
| { |
| "entropy": 0.8251689115539194, |
| "epoch": 1.808, |
| "grad_norm": 17.125, |
| "learning_rate": 1.385925925925926e-05, |
| "loss": 13.2245, |
| "mean_token_accuracy": 0.7889013431966305, |
| "num_tokens": 37395449.0, |
| "step": 1130 |
| }, |
| { |
| "entropy": 0.8390438333153725, |
| "epoch": 1.8239999999999998, |
| "grad_norm": 17.0, |
| "learning_rate": 1.3785185185185186e-05, |
| "loss": 13.4561, |
| "mean_token_accuracy": 0.7853912770748138, |
| "num_tokens": 37729535.0, |
| "step": 1140 |
| }, |
| { |
| "entropy": 0.836634048819542, |
| "epoch": 1.8399999999999999, |
| "grad_norm": 17.625, |
| "learning_rate": 1.3711111111111112e-05, |
| "loss": 13.4197, |
| "mean_token_accuracy": 0.7858145259320736, |
| "num_tokens": 38057839.0, |
| "step": 1150 |
| }, |
| { |
| "entropy": 0.8325331646949052, |
| "epoch": 1.8559999999999999, |
| "grad_norm": 16.875, |
| "learning_rate": 1.3637037037037037e-05, |
| "loss": 13.4691, |
| "mean_token_accuracy": 0.78513167463243, |
| "num_tokens": 38398033.0, |
| "step": 1160 |
| }, |
| { |
| "entropy": 0.8332853283733129, |
| "epoch": 1.8719999999999999, |
| "grad_norm": 16.375, |
| "learning_rate": 1.3562962962962965e-05, |
| "loss": 13.3377, |
| "mean_token_accuracy": 0.7850610390305519, |
| "num_tokens": 38729203.0, |
| "step": 1170 |
| }, |
| { |
| "entropy": 0.8507293021306396, |
| "epoch": 1.888, |
| "grad_norm": 17.75, |
| "learning_rate": 1.3488888888888888e-05, |
| "loss": 13.7269, |
| "mean_token_accuracy": 0.7809833358973265, |
| "num_tokens": 39058791.0, |
| "step": 1180 |
| }, |
| { |
| "entropy": 0.8589327406138182, |
| "epoch": 1.904, |
| "grad_norm": 17.625, |
| "learning_rate": 1.3414814814814817e-05, |
| "loss": 13.9451, |
| "mean_token_accuracy": 0.7795876618474722, |
| "num_tokens": 39386170.0, |
| "step": 1190 |
| }, |
| { |
| "entropy": 0.8757910108193755, |
| "epoch": 1.92, |
| "grad_norm": 17.25, |
| "learning_rate": 1.3340740740740741e-05, |
| "loss": 13.9202, |
| "mean_token_accuracy": 0.7796670190989972, |
| "num_tokens": 39710381.0, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_biology_entropy": 2.5806034650802614, |
| "eval_biology_loss": 2.9976675510406494, |
| "eval_biology_mean_token_accuracy": 0.489067396402359, |
| "eval_biology_num_tokens": 39710381.0, |
| "eval_biology_runtime": 49.9313, |
| "eval_biology_samples_per_second": 10.014, |
| "eval_biology_steps_per_second": 2.503, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_chemistry_entropy": 1.189872570991516, |
| "eval_chemistry_loss": 1.2703872919082642, |
| "eval_chemistry_mean_token_accuracy": 0.7104025254249573, |
| "eval_chemistry_num_tokens": 39710381.0, |
| "eval_chemistry_runtime": 61.7636, |
| "eval_chemistry_samples_per_second": 8.095, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_math_entropy": 0.9202042121887207, |
| "eval_math_loss": 1.1432040929794312, |
| "eval_math_mean_token_accuracy": 0.7393214902877807, |
| "eval_math_num_tokens": 39710381.0, |
| "eval_math_runtime": 63.3516, |
| "eval_math_samples_per_second": 7.892, |
| "eval_math_steps_per_second": 1.973, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.92, |
| "eval_physics_entropy": 0.8482071080207825, |
| "eval_physics_loss": 0.8750180602073669, |
| "eval_physics_mean_token_accuracy": 0.7784125237464905, |
| "eval_physics_num_tokens": 39710381.0, |
| "eval_physics_runtime": 72.1428, |
| "eval_physics_samples_per_second": 6.931, |
| "eval_physics_steps_per_second": 1.733, |
| "step": 1200 |
| }, |
| { |
| "entropy": 0.8378945112228393, |
| "epoch": 1.936, |
| "grad_norm": 17.375, |
| "learning_rate": 1.3266666666666668e-05, |
| "loss": 13.5373, |
| "mean_token_accuracy": 0.7823467884212733, |
| "num_tokens": 40043354.0, |
| "step": 1210 |
| }, |
| { |
| "entropy": 0.8021389935165644, |
| "epoch": 1.952, |
| "grad_norm": 16.5, |
| "learning_rate": 1.3192592592592594e-05, |
| "loss": 12.8276, |
| "mean_token_accuracy": 0.7932522356510162, |
| "num_tokens": 40375790.0, |
| "step": 1220 |
| }, |
| { |
| "entropy": 0.8322626123204827, |
| "epoch": 1.968, |
| "grad_norm": 16.875, |
| "learning_rate": 1.311851851851852e-05, |
| "loss": 13.4748, |
| "mean_token_accuracy": 0.7855609647929669, |
| "num_tokens": 40705451.0, |
| "step": 1230 |
| }, |
| { |
| "entropy": 0.8527568828314542, |
| "epoch": 1.984, |
| "grad_norm": 18.375, |
| "learning_rate": 1.3044444444444446e-05, |
| "loss": 13.6777, |
| "mean_token_accuracy": 0.7815342791378498, |
| "num_tokens": 41040313.0, |
| "step": 1240 |
| }, |
| { |
| "entropy": 0.8515846587717533, |
| "epoch": 2.0, |
| "grad_norm": 16.75, |
| "learning_rate": 1.297037037037037e-05, |
| "loss": 13.6678, |
| "mean_token_accuracy": 0.7835123162716627, |
| "num_tokens": 41373608.0, |
| "step": 1250 |
| }, |
| { |
| "entropy": 0.8105791673064232, |
| "epoch": 2.016, |
| "grad_norm": 14.75, |
| "learning_rate": 1.2896296296296299e-05, |
| "loss": 12.94, |
| "mean_token_accuracy": 0.7908968936651946, |
| "num_tokens": 41708226.0, |
| "step": 1260 |
| }, |
| { |
| "entropy": 0.810917510278523, |
| "epoch": 2.032, |
| "grad_norm": 16.875, |
| "learning_rate": 1.2822222222222222e-05, |
| "loss": 13.0378, |
| "mean_token_accuracy": 0.7905050247907639, |
| "num_tokens": 42045433.0, |
| "step": 1270 |
| }, |
| { |
| "entropy": 0.8347248645499349, |
| "epoch": 2.048, |
| "grad_norm": 18.0, |
| "learning_rate": 1.274814814814815e-05, |
| "loss": 13.5033, |
| "mean_token_accuracy": 0.7835712507367134, |
| "num_tokens": 42372694.0, |
| "step": 1280 |
| }, |
| { |
| "entropy": 0.8173987654969096, |
| "epoch": 2.064, |
| "grad_norm": 16.125, |
| "learning_rate": 1.2674074074074075e-05, |
| "loss": 13.044, |
| "mean_token_accuracy": 0.7898124691098929, |
| "num_tokens": 42710240.0, |
| "step": 1290 |
| }, |
| { |
| "entropy": 0.8316412966698408, |
| "epoch": 2.08, |
| "grad_norm": 16.25, |
| "learning_rate": 1.2600000000000001e-05, |
| "loss": 13.3883, |
| "mean_token_accuracy": 0.7858571786433458, |
| "num_tokens": 43037844.0, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_biology_entropy": 2.5521722202301027, |
| "eval_biology_loss": 3.0149927139282227, |
| "eval_biology_mean_token_accuracy": 0.4876684684753418, |
| "eval_biology_num_tokens": 43037844.0, |
| "eval_biology_runtime": 49.814, |
| "eval_biology_samples_per_second": 10.037, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_chemistry_entropy": 1.176895384788513, |
| "eval_chemistry_loss": 1.271460771560669, |
| "eval_chemistry_mean_token_accuracy": 0.709957902431488, |
| "eval_chemistry_num_tokens": 43037844.0, |
| "eval_chemistry_runtime": 61.7814, |
| "eval_chemistry_samples_per_second": 8.093, |
| "eval_chemistry_steps_per_second": 2.023, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_math_entropy": 0.9160779042243957, |
| "eval_math_loss": 1.144756555557251, |
| "eval_math_mean_token_accuracy": 0.7386934194564819, |
| "eval_math_num_tokens": 43037844.0, |
| "eval_math_runtime": 63.3256, |
| "eval_math_samples_per_second": 7.896, |
| "eval_math_steps_per_second": 1.974, |
| "step": 1300 |
| }, |
| { |
| "epoch": 2.08, |
| "eval_physics_entropy": 0.8399050388336181, |
| "eval_physics_loss": 0.8716227412223816, |
| "eval_physics_mean_token_accuracy": 0.7787612590789795, |
| "eval_physics_num_tokens": 43037844.0, |
| "eval_physics_runtime": 72.3388, |
| "eval_physics_samples_per_second": 6.912, |
| "eval_physics_steps_per_second": 1.728, |
| "step": 1300 |
| }, |
| { |
| "entropy": 0.8293728087097406, |
| "epoch": 2.096, |
| "grad_norm": 17.75, |
| "learning_rate": 1.2525925925925928e-05, |
| "loss": 13.2913, |
| "mean_token_accuracy": 0.7866353880614042, |
| "num_tokens": 43368675.0, |
| "step": 1310 |
| }, |
| { |
| "entropy": 0.8099473301321268, |
| "epoch": 2.112, |
| "grad_norm": 16.625, |
| "learning_rate": 1.2451851851851853e-05, |
| "loss": 13.0447, |
| "mean_token_accuracy": 0.7900471687316895, |
| "num_tokens": 43699544.0, |
| "step": 1320 |
| }, |
| { |
| "entropy": 0.8236053828150034, |
| "epoch": 2.128, |
| "grad_norm": 17.5, |
| "learning_rate": 1.237777777777778e-05, |
| "loss": 13.1993, |
| "mean_token_accuracy": 0.7866601809859276, |
| "num_tokens": 44012632.0, |
| "step": 1330 |
| }, |
| { |
| "entropy": 0.8101952638477087, |
| "epoch": 2.144, |
| "grad_norm": 16.125, |
| "learning_rate": 1.2303703703703704e-05, |
| "loss": 13.1048, |
| "mean_token_accuracy": 0.7884116806089878, |
| "num_tokens": 44349732.0, |
| "step": 1340 |
| }, |
| { |
| "entropy": 0.8528481485322118, |
| "epoch": 2.16, |
| "grad_norm": 17.375, |
| "learning_rate": 1.222962962962963e-05, |
| "loss": 13.706, |
| "mean_token_accuracy": 0.7812714777886868, |
| "num_tokens": 44680410.0, |
| "step": 1350 |
| }, |
| { |
| "entropy": 0.8150178231298923, |
| "epoch": 2.176, |
| "grad_norm": 16.125, |
| "learning_rate": 1.2155555555555555e-05, |
| "loss": 13.0736, |
| "mean_token_accuracy": 0.789815029129386, |
| "num_tokens": 45017922.0, |
| "step": 1360 |
| }, |
| { |
| "entropy": 0.8112508501857519, |
| "epoch": 2.192, |
| "grad_norm": 16.75, |
| "learning_rate": 1.2081481481481484e-05, |
| "loss": 12.962, |
| "mean_token_accuracy": 0.7903204344213008, |
| "num_tokens": 45348179.0, |
| "step": 1370 |
| }, |
| { |
| "entropy": 0.8060232829302549, |
| "epoch": 2.208, |
| "grad_norm": 18.75, |
| "learning_rate": 1.2007407407407408e-05, |
| "loss": 12.9808, |
| "mean_token_accuracy": 0.7912364609539508, |
| "num_tokens": 45678397.0, |
| "step": 1380 |
| }, |
| { |
| "entropy": 0.801847311295569, |
| "epoch": 2.224, |
| "grad_norm": 15.4375, |
| "learning_rate": 1.1933333333333335e-05, |
| "loss": 12.9152, |
| "mean_token_accuracy": 0.7912111356854439, |
| "num_tokens": 46010052.0, |
| "step": 1390 |
| }, |
| { |
| "entropy": 0.8080146696418524, |
| "epoch": 2.24, |
| "grad_norm": 16.375, |
| "learning_rate": 1.185925925925926e-05, |
| "loss": 12.9823, |
| "mean_token_accuracy": 0.790325066447258, |
| "num_tokens": 46347116.0, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_biology_entropy": 2.5362069902420044, |
| "eval_biology_loss": 3.014728307723999, |
| "eval_biology_mean_token_accuracy": 0.489130656003952, |
| "eval_biology_num_tokens": 46347116.0, |
| "eval_biology_runtime": 49.8869, |
| "eval_biology_samples_per_second": 10.023, |
| "eval_biology_steps_per_second": 2.506, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_chemistry_entropy": 1.1747996592521668, |
| "eval_chemistry_loss": 1.2685794830322266, |
| "eval_chemistry_mean_token_accuracy": 0.7108006677627563, |
| "eval_chemistry_num_tokens": 46347116.0, |
| "eval_chemistry_runtime": 61.8867, |
| "eval_chemistry_samples_per_second": 8.079, |
| "eval_chemistry_steps_per_second": 2.02, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_math_entropy": 0.9145697908401489, |
| "eval_math_loss": 1.1440415382385254, |
| "eval_math_mean_token_accuracy": 0.7391237573623657, |
| "eval_math_num_tokens": 46347116.0, |
| "eval_math_runtime": 63.3857, |
| "eval_math_samples_per_second": 7.888, |
| "eval_math_steps_per_second": 1.972, |
| "step": 1400 |
| }, |
| { |
| "epoch": 2.24, |
| "eval_physics_entropy": 0.8387198600769042, |
| "eval_physics_loss": 0.8690110445022583, |
| "eval_physics_mean_token_accuracy": 0.7796805229187012, |
| "eval_physics_num_tokens": 46347116.0, |
| "eval_physics_runtime": 72.3681, |
| "eval_physics_samples_per_second": 6.909, |
| "eval_physics_steps_per_second": 1.727, |
| "step": 1400 |
| }, |
| { |
| "entropy": 0.8407515358179808, |
| "epoch": 2.2560000000000002, |
| "grad_norm": 17.5, |
| "learning_rate": 1.1785185185185186e-05, |
| "loss": 13.5299, |
| "mean_token_accuracy": 0.7844579003751277, |
| "num_tokens": 46673074.0, |
| "step": 1410 |
| }, |
| { |
| "entropy": 0.7986599007621408, |
| "epoch": 2.2720000000000002, |
| "grad_norm": 17.125, |
| "learning_rate": 1.1711111111111113e-05, |
| "loss": 12.801, |
| "mean_token_accuracy": 0.7931681673973798, |
| "num_tokens": 47009386.0, |
| "step": 1420 |
| }, |
| { |
| "entropy": 0.832692601531744, |
| "epoch": 2.288, |
| "grad_norm": 17.625, |
| "learning_rate": 1.1637037037037037e-05, |
| "loss": 13.3743, |
| "mean_token_accuracy": 0.7854725748300553, |
| "num_tokens": 47344231.0, |
| "step": 1430 |
| }, |
| { |
| "entropy": 0.822732993401587, |
| "epoch": 2.304, |
| "grad_norm": 18.25, |
| "learning_rate": 1.1562962962962964e-05, |
| "loss": 13.2472, |
| "mean_token_accuracy": 0.787301842868328, |
| "num_tokens": 47658392.0, |
| "step": 1440 |
| }, |
| { |
| "entropy": 0.816081466525793, |
| "epoch": 2.32, |
| "grad_norm": 15.75, |
| "learning_rate": 1.1488888888888889e-05, |
| "loss": 13.0771, |
| "mean_token_accuracy": 0.7877950664609671, |
| "num_tokens": 47995015.0, |
| "step": 1450 |
| }, |
| { |
| "entropy": 0.7912156611680985, |
| "epoch": 2.336, |
| "grad_norm": 16.5, |
| "learning_rate": 1.1414814814814817e-05, |
| "loss": 12.7775, |
| "mean_token_accuracy": 0.7924822468310595, |
| "num_tokens": 48336708.0, |
| "step": 1460 |
| }, |
| { |
| "entropy": 0.7956573387607933, |
| "epoch": 2.352, |
| "grad_norm": 16.0, |
| "learning_rate": 1.1340740740740742e-05, |
| "loss": 12.6835, |
| "mean_token_accuracy": 0.7935895614326001, |
| "num_tokens": 48665311.0, |
| "step": 1470 |
| }, |
| { |
| "entropy": 0.8168220078572631, |
| "epoch": 2.368, |
| "grad_norm": 17.0, |
| "learning_rate": 1.1266666666666668e-05, |
| "loss": 13.1569, |
| "mean_token_accuracy": 0.7885483611375094, |
| "num_tokens": 49005334.0, |
| "step": 1480 |
| }, |
| { |
| "entropy": 0.8288948491215706, |
| "epoch": 2.384, |
| "grad_norm": 18.25, |
| "learning_rate": 1.1192592592592593e-05, |
| "loss": 13.3051, |
| "mean_token_accuracy": 0.7858261972665787, |
| "num_tokens": 49331936.0, |
| "step": 1490 |
| }, |
| { |
| "entropy": 0.8256178490817547, |
| "epoch": 2.4, |
| "grad_norm": 17.125, |
| "learning_rate": 1.111851851851852e-05, |
| "loss": 13.2133, |
| "mean_token_accuracy": 0.7874985858798027, |
| "num_tokens": 49671048.0, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_biology_entropy": 2.5136468687057496, |
| "eval_biology_loss": 3.0059711933135986, |
| "eval_biology_mean_token_accuracy": 0.48898950242996214, |
| "eval_biology_num_tokens": 49671048.0, |
| "eval_biology_runtime": 49.8803, |
| "eval_biology_samples_per_second": 10.024, |
| "eval_biology_steps_per_second": 2.506, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_chemistry_entropy": 1.1712419180870055, |
| "eval_chemistry_loss": 1.2678245306015015, |
| "eval_chemistry_mean_token_accuracy": 0.7101301984786987, |
| "eval_chemistry_num_tokens": 49671048.0, |
| "eval_chemistry_runtime": 61.3799, |
| "eval_chemistry_samples_per_second": 8.146, |
| "eval_chemistry_steps_per_second": 2.036, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_math_entropy": 0.9104172115325928, |
| "eval_math_loss": 1.1439919471740723, |
| "eval_math_mean_token_accuracy": 0.7392911777496338, |
| "eval_math_num_tokens": 49671048.0, |
| "eval_math_runtime": 63.275, |
| "eval_math_samples_per_second": 7.902, |
| "eval_math_steps_per_second": 1.976, |
| "step": 1500 |
| }, |
| { |
| "epoch": 2.4, |
| "eval_physics_entropy": 0.8380388784408569, |
| "eval_physics_loss": 0.8667259812355042, |
| "eval_physics_mean_token_accuracy": 0.7799293994903564, |
| "eval_physics_num_tokens": 49671048.0, |
| "eval_physics_runtime": 72.3034, |
| "eval_physics_samples_per_second": 6.915, |
| "eval_physics_steps_per_second": 1.729, |
| "step": 1500 |
| }, |
| { |
| "entropy": 0.8068066079169511, |
| "epoch": 2.416, |
| "grad_norm": 16.75, |
| "learning_rate": 1.1044444444444444e-05, |
| "loss": 13.0195, |
| "mean_token_accuracy": 0.7899820879101753, |
| "num_tokens": 50018182.0, |
| "step": 1510 |
| }, |
| { |
| "entropy": 0.8188721906393767, |
| "epoch": 2.432, |
| "grad_norm": 18.5, |
| "learning_rate": 1.0970370370370371e-05, |
| "loss": 13.1238, |
| "mean_token_accuracy": 0.789657450094819, |
| "num_tokens": 50341187.0, |
| "step": 1520 |
| }, |
| { |
| "entropy": 0.8350767683237791, |
| "epoch": 2.448, |
| "grad_norm": 16.375, |
| "learning_rate": 1.0896296296296298e-05, |
| "loss": 13.4868, |
| "mean_token_accuracy": 0.7843202859163284, |
| "num_tokens": 50667019.0, |
| "step": 1530 |
| }, |
| { |
| "entropy": 0.8286553211510181, |
| "epoch": 2.464, |
| "grad_norm": 18.0, |
| "learning_rate": 1.0822222222222222e-05, |
| "loss": 13.2374, |
| "mean_token_accuracy": 0.787796426564455, |
| "num_tokens": 50991113.0, |
| "step": 1540 |
| }, |
| { |
| "entropy": 0.8140665043145419, |
| "epoch": 2.48, |
| "grad_norm": 17.25, |
| "learning_rate": 1.074814814814815e-05, |
| "loss": 13.1668, |
| "mean_token_accuracy": 0.7878118209540844, |
| "num_tokens": 51319624.0, |
| "step": 1550 |
| }, |
| { |
| "entropy": 0.8287572022527456, |
| "epoch": 2.496, |
| "grad_norm": 16.375, |
| "learning_rate": 1.0674074074074074e-05, |
| "loss": 13.2657, |
| "mean_token_accuracy": 0.7874793462455273, |
| "num_tokens": 51654633.0, |
| "step": 1560 |
| }, |
| { |
| "entropy": 0.8008298767730594, |
| "epoch": 2.512, |
| "grad_norm": 18.875, |
| "learning_rate": 1.0600000000000002e-05, |
| "loss": 12.9202, |
| "mean_token_accuracy": 0.791350769251585, |
| "num_tokens": 51980051.0, |
| "step": 1570 |
| }, |
| { |
| "entropy": 0.8046136885881424, |
| "epoch": 2.528, |
| "grad_norm": 16.25, |
| "learning_rate": 1.0525925925925927e-05, |
| "loss": 12.933, |
| "mean_token_accuracy": 0.7911055952310562, |
| "num_tokens": 52316109.0, |
| "step": 1580 |
| }, |
| { |
| "entropy": 0.8215494090691209, |
| "epoch": 2.544, |
| "grad_norm": 18.75, |
| "learning_rate": 1.0451851851851853e-05, |
| "loss": 13.2795, |
| "mean_token_accuracy": 0.786406721919775, |
| "num_tokens": 52634528.0, |
| "step": 1590 |
| }, |
| { |
| "entropy": 0.8231798518449068, |
| "epoch": 2.56, |
| "grad_norm": 18.125, |
| "learning_rate": 1.0377777777777778e-05, |
| "loss": 13.0478, |
| "mean_token_accuracy": 0.7896040949970484, |
| "num_tokens": 52964035.0, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_biology_entropy": 2.51357483959198, |
| "eval_biology_loss": 3.008274793624878, |
| "eval_biology_mean_token_accuracy": 0.4892403426170349, |
| "eval_biology_num_tokens": 52964035.0, |
| "eval_biology_runtime": 50.0462, |
| "eval_biology_samples_per_second": 9.991, |
| "eval_biology_steps_per_second": 2.498, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_chemistry_entropy": 1.1565793409347533, |
| "eval_chemistry_loss": 1.2655391693115234, |
| "eval_chemistry_mean_token_accuracy": 0.7113845334053039, |
| "eval_chemistry_num_tokens": 52964035.0, |
| "eval_chemistry_runtime": 61.9092, |
| "eval_chemistry_samples_per_second": 8.076, |
| "eval_chemistry_steps_per_second": 2.019, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_math_entropy": 0.902139217376709, |
| "eval_math_loss": 1.1428073644638062, |
| "eval_math_mean_token_accuracy": 0.739846918106079, |
| "eval_math_num_tokens": 52964035.0, |
| "eval_math_runtime": 63.492, |
| "eval_math_samples_per_second": 7.875, |
| "eval_math_steps_per_second": 1.969, |
| "step": 1600 |
| }, |
| { |
| "epoch": 2.56, |
| "eval_physics_entropy": 0.8253551514148713, |
| "eval_physics_loss": 0.8642763495445251, |
| "eval_physics_mean_token_accuracy": 0.7805017833709716, |
| "eval_physics_num_tokens": 52964035.0, |
| "eval_physics_runtime": 72.994, |
| "eval_physics_samples_per_second": 6.85, |
| "eval_physics_steps_per_second": 1.712, |
| "step": 1600 |
| }, |
| { |
| "entropy": 0.7979077056050301, |
| "epoch": 2.576, |
| "grad_norm": 18.375, |
| "learning_rate": 1.0303703703703705e-05, |
| "loss": 12.8472, |
| "mean_token_accuracy": 0.7914734333753586, |
| "num_tokens": 53293345.0, |
| "step": 1610 |
| }, |
| { |
| "entropy": 0.8134908404201269, |
| "epoch": 2.592, |
| "grad_norm": 14.8125, |
| "learning_rate": 1.0229629629629631e-05, |
| "loss": 13.0572, |
| "mean_token_accuracy": 0.7907055057585239, |
| "num_tokens": 53620896.0, |
| "step": 1620 |
| }, |
| { |
| "entropy": 0.7859407916665078, |
| "epoch": 2.608, |
| "grad_norm": 16.375, |
| "learning_rate": 1.0155555555555556e-05, |
| "loss": 12.7158, |
| "mean_token_accuracy": 0.7942901607602835, |
| "num_tokens": 53950989.0, |
| "step": 1630 |
| }, |
| { |
| "entropy": 0.8090131890028716, |
| "epoch": 2.624, |
| "grad_norm": 16.75, |
| "learning_rate": 1.0081481481481484e-05, |
| "loss": 13.0312, |
| "mean_token_accuracy": 0.7899593055248261, |
| "num_tokens": 54282732.0, |
| "step": 1640 |
| }, |
| { |
| "entropy": 0.8099012725055218, |
| "epoch": 2.64, |
| "grad_norm": 17.625, |
| "learning_rate": 1.0007407407407407e-05, |
| "loss": 13.0171, |
| "mean_token_accuracy": 0.7907546170055866, |
| "num_tokens": 54609748.0, |
| "step": 1650 |
| }, |
| { |
| "entropy": 0.8474382936954499, |
| "epoch": 2.656, |
| "grad_norm": 17.875, |
| "learning_rate": 9.933333333333334e-06, |
| "loss": 13.6484, |
| "mean_token_accuracy": 0.7823971558362246, |
| "num_tokens": 54953583.0, |
| "step": 1660 |
| }, |
| { |
| "entropy": 0.8184938356280327, |
| "epoch": 2.672, |
| "grad_norm": 17.75, |
| "learning_rate": 9.85925925925926e-06, |
| "loss": 13.1878, |
| "mean_token_accuracy": 0.7879120871424675, |
| "num_tokens": 55281945.0, |
| "step": 1670 |
| }, |
| { |
| "entropy": 0.7947592413052916, |
| "epoch": 2.6879999999999997, |
| "grad_norm": 17.625, |
| "learning_rate": 9.785185185185187e-06, |
| "loss": 12.6828, |
| "mean_token_accuracy": 0.7949017755687237, |
| "num_tokens": 55612391.0, |
| "step": 1680 |
| }, |
| { |
| "entropy": 0.8030332267284394, |
| "epoch": 2.7039999999999997, |
| "grad_norm": 16.0, |
| "learning_rate": 9.711111111111111e-06, |
| "loss": 13.0333, |
| "mean_token_accuracy": 0.7908818315714597, |
| "num_tokens": 55949791.0, |
| "step": 1690 |
| }, |
| { |
| "entropy": 0.813567541912198, |
| "epoch": 2.7199999999999998, |
| "grad_norm": 19.25, |
| "learning_rate": 9.637037037037038e-06, |
| "loss": 12.9476, |
| "mean_token_accuracy": 0.7907637499272824, |
| "num_tokens": 56282204.0, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_biology_entropy": 2.4613250551223755, |
| "eval_biology_loss": 3.027848958969116, |
| "eval_biology_mean_token_accuracy": 0.48847622537612917, |
| "eval_biology_num_tokens": 56282204.0, |
| "eval_biology_runtime": 50.4799, |
| "eval_biology_samples_per_second": 9.905, |
| "eval_biology_steps_per_second": 2.476, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_chemistry_entropy": 1.1412961044311523, |
| "eval_chemistry_loss": 1.2647969722747803, |
| "eval_chemistry_mean_token_accuracy": 0.7117968564033508, |
| "eval_chemistry_num_tokens": 56282204.0, |
| "eval_chemistry_runtime": 62.0012, |
| "eval_chemistry_samples_per_second": 8.064, |
| "eval_chemistry_steps_per_second": 2.016, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_math_entropy": 0.8986919198036194, |
| "eval_math_loss": 1.14143705368042, |
| "eval_math_mean_token_accuracy": 0.7399654779434204, |
| "eval_math_num_tokens": 56282204.0, |
| "eval_math_runtime": 63.4321, |
| "eval_math_samples_per_second": 7.882, |
| "eval_math_steps_per_second": 1.971, |
| "step": 1700 |
| }, |
| { |
| "epoch": 2.7199999999999998, |
| "eval_physics_entropy": 0.8178641319274902, |
| "eval_physics_loss": 0.862618625164032, |
| "eval_physics_mean_token_accuracy": 0.7811606640815735, |
| "eval_physics_num_tokens": 56282204.0, |
| "eval_physics_runtime": 72.6927, |
| "eval_physics_samples_per_second": 6.878, |
| "eval_physics_steps_per_second": 1.72, |
| "step": 1700 |
| }, |
| { |
| "entropy": 0.833752753958106, |
| "epoch": 2.7359999999999998, |
| "grad_norm": 17.625, |
| "learning_rate": 9.562962962962965e-06, |
| "loss": 13.5456, |
| "mean_token_accuracy": 0.7830413796007634, |
| "num_tokens": 56605478.0, |
| "step": 1710 |
| }, |
| { |
| "entropy": 0.8262990560382605, |
| "epoch": 2.752, |
| "grad_norm": 16.5, |
| "learning_rate": 9.48888888888889e-06, |
| "loss": 13.2637, |
| "mean_token_accuracy": 0.787689670175314, |
| "num_tokens": 56935874.0, |
| "step": 1720 |
| }, |
| { |
| "entropy": 0.8006830558180809, |
| "epoch": 2.768, |
| "grad_norm": 18.0, |
| "learning_rate": 9.414814814814816e-06, |
| "loss": 12.8185, |
| "mean_token_accuracy": 0.7925874296575784, |
| "num_tokens": 57270552.0, |
| "step": 1730 |
| }, |
| { |
| "entropy": 0.8151656309142709, |
| "epoch": 2.784, |
| "grad_norm": 17.875, |
| "learning_rate": 9.34074074074074e-06, |
| "loss": 13.0998, |
| "mean_token_accuracy": 0.788911472633481, |
| "num_tokens": 57602968.0, |
| "step": 1740 |
| }, |
| { |
| "entropy": 0.8569422919303179, |
| "epoch": 2.8, |
| "grad_norm": 18.25, |
| "learning_rate": 9.266666666666667e-06, |
| "loss": 13.8572, |
| "mean_token_accuracy": 0.7788108222186565, |
| "num_tokens": 57925886.0, |
| "step": 1750 |
| }, |
| { |
| "entropy": 0.8001469722017646, |
| "epoch": 2.816, |
| "grad_norm": 16.75, |
| "learning_rate": 9.192592592592594e-06, |
| "loss": 12.6895, |
| "mean_token_accuracy": 0.7940869968384504, |
| "num_tokens": 58262960.0, |
| "step": 1760 |
| }, |
| { |
| "entropy": 0.8144458586350083, |
| "epoch": 2.832, |
| "grad_norm": 17.125, |
| "learning_rate": 9.118518518518518e-06, |
| "loss": 13.258, |
| "mean_token_accuracy": 0.7859390754252672, |
| "num_tokens": 58586324.0, |
| "step": 1770 |
| }, |
| { |
| "entropy": 0.8187485463917256, |
| "epoch": 2.848, |
| "grad_norm": 16.25, |
| "learning_rate": 9.044444444444445e-06, |
| "loss": 13.0923, |
| "mean_token_accuracy": 0.7889409240335226, |
| "num_tokens": 58912949.0, |
| "step": 1780 |
| }, |
| { |
| "entropy": 0.8013842988759279, |
| "epoch": 2.864, |
| "grad_norm": 15.9375, |
| "learning_rate": 8.970370370370372e-06, |
| "loss": 12.9237, |
| "mean_token_accuracy": 0.7916461985558272, |
| "num_tokens": 59252494.0, |
| "step": 1790 |
| }, |
| { |
| "entropy": 0.8138244587928056, |
| "epoch": 2.88, |
| "grad_norm": 20.625, |
| "learning_rate": 8.896296296296298e-06, |
| "loss": 13.081, |
| "mean_token_accuracy": 0.7896058142185212, |
| "num_tokens": 59574951.0, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_biology_entropy": 2.517832468032837, |
| "eval_biology_loss": 2.9910948276519775, |
| "eval_biology_mean_token_accuracy": 0.491009064912796, |
| "eval_biology_num_tokens": 59574951.0, |
| "eval_biology_runtime": 50.0281, |
| "eval_biology_samples_per_second": 9.994, |
| "eval_biology_steps_per_second": 2.499, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_chemistry_entropy": 1.1583227319717406, |
| "eval_chemistry_loss": 1.2615896463394165, |
| "eval_chemistry_mean_token_accuracy": 0.7119167141914368, |
| "eval_chemistry_num_tokens": 59574951.0, |
| "eval_chemistry_runtime": 61.944, |
| "eval_chemistry_samples_per_second": 8.072, |
| "eval_chemistry_steps_per_second": 2.018, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_math_entropy": 0.9031689348220825, |
| "eval_math_loss": 1.1404438018798828, |
| "eval_math_mean_token_accuracy": 0.7399563612937927, |
| "eval_math_num_tokens": 59574951.0, |
| "eval_math_runtime": 63.8736, |
| "eval_math_samples_per_second": 7.828, |
| "eval_math_steps_per_second": 1.957, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.88, |
| "eval_physics_entropy": 0.8247539691925049, |
| "eval_physics_loss": 0.8607794046401978, |
| "eval_physics_mean_token_accuracy": 0.7810482344627381, |
| "eval_physics_num_tokens": 59574951.0, |
| "eval_physics_runtime": 72.4938, |
| "eval_physics_samples_per_second": 6.897, |
| "eval_physics_steps_per_second": 1.724, |
| "step": 1800 |
| }, |
| { |
| "entropy": 0.8088404158130288, |
| "epoch": 2.896, |
| "grad_norm": 17.5, |
| "learning_rate": 8.822222222222223e-06, |
| "loss": 12.9999, |
| "mean_token_accuracy": 0.7911344520747662, |
| "num_tokens": 59903274.0, |
| "step": 1810 |
| }, |
| { |
| "entropy": 0.8048945292830467, |
| "epoch": 2.912, |
| "grad_norm": 17.5, |
| "learning_rate": 8.74814814814815e-06, |
| "loss": 12.9083, |
| "mean_token_accuracy": 0.7916154999285936, |
| "num_tokens": 60234203.0, |
| "step": 1820 |
| }, |
| { |
| "entropy": 0.7997408710420132, |
| "epoch": 2.928, |
| "grad_norm": 17.625, |
| "learning_rate": 8.674074074074074e-06, |
| "loss": 12.8469, |
| "mean_token_accuracy": 0.7927624244242907, |
| "num_tokens": 60559123.0, |
| "step": 1830 |
| }, |
| { |
| "entropy": 0.799671963043511, |
| "epoch": 2.944, |
| "grad_norm": 19.5, |
| "learning_rate": 8.6e-06, |
| "loss": 12.8479, |
| "mean_token_accuracy": 0.7929738946259022, |
| "num_tokens": 60893423.0, |
| "step": 1840 |
| }, |
| { |
| "entropy": 0.8103774160146713, |
| "epoch": 2.96, |
| "grad_norm": 16.375, |
| "learning_rate": 8.525925925925927e-06, |
| "loss": 13.0871, |
| "mean_token_accuracy": 0.789578789100051, |
| "num_tokens": 61228692.0, |
| "step": 1850 |
| }, |
| { |
| "entropy": 0.813435361161828, |
| "epoch": 2.976, |
| "grad_norm": 16.875, |
| "learning_rate": 8.451851851851852e-06, |
| "loss": 13.0494, |
| "mean_token_accuracy": 0.7886098399758339, |
| "num_tokens": 61560852.0, |
| "step": 1860 |
| }, |
| { |
| "entropy": 0.7873949326574803, |
| "epoch": 2.992, |
| "grad_norm": 17.0, |
| "learning_rate": 8.377777777777779e-06, |
| "loss": 12.6489, |
| "mean_token_accuracy": 0.7942363824695349, |
| "num_tokens": 61898951.0, |
| "step": 1870 |
| }, |
| { |
| "entropy": 0.7897056974470615, |
| "epoch": 3.008, |
| "grad_norm": 16.125, |
| "learning_rate": 8.303703703703705e-06, |
| "loss": 12.6796, |
| "mean_token_accuracy": 0.7947975434362888, |
| "num_tokens": 62223875.0, |
| "step": 1880 |
| }, |
| { |
| "entropy": 0.8028375385329127, |
| "epoch": 3.024, |
| "grad_norm": 16.875, |
| "learning_rate": 8.229629629629632e-06, |
| "loss": 12.8036, |
| "mean_token_accuracy": 0.792441963031888, |
| "num_tokens": 62553166.0, |
| "step": 1890 |
| }, |
| { |
| "entropy": 0.7828883344307542, |
| "epoch": 3.04, |
| "grad_norm": 17.5, |
| "learning_rate": 8.155555555555556e-06, |
| "loss": 12.6348, |
| "mean_token_accuracy": 0.7942964274436235, |
| "num_tokens": 62893113.0, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_biology_entropy": 2.50356245803833, |
| "eval_biology_loss": 3.003526449203491, |
| "eval_biology_mean_token_accuracy": 0.4901131451129913, |
| "eval_biology_num_tokens": 62893113.0, |
| "eval_biology_runtime": 49.8515, |
| "eval_biology_samples_per_second": 10.03, |
| "eval_biology_steps_per_second": 2.507, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_chemistry_entropy": 1.150402109146118, |
| "eval_chemistry_loss": 1.2631772756576538, |
| "eval_chemistry_mean_token_accuracy": 0.7117339906692505, |
| "eval_chemistry_num_tokens": 62893113.0, |
| "eval_chemistry_runtime": 61.7676, |
| "eval_chemistry_samples_per_second": 8.095, |
| "eval_chemistry_steps_per_second": 2.024, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_math_entropy": 0.8996168537139893, |
| "eval_math_loss": 1.1427340507507324, |
| "eval_math_mean_token_accuracy": 0.7398220405578614, |
| "eval_math_num_tokens": 62893113.0, |
| "eval_math_runtime": 63.662, |
| "eval_math_samples_per_second": 7.854, |
| "eval_math_steps_per_second": 1.963, |
| "step": 1900 |
| }, |
| { |
| "epoch": 3.04, |
| "eval_physics_entropy": 0.818979761838913, |
| "eval_physics_loss": 0.8601692914962769, |
| "eval_physics_mean_token_accuracy": 0.7813335127830505, |
| "eval_physics_num_tokens": 62893113.0, |
| "eval_physics_runtime": 72.4072, |
| "eval_physics_samples_per_second": 6.905, |
| "eval_physics_steps_per_second": 1.726, |
| "step": 1900 |
| }, |
| { |
| "entropy": 0.8113107359036803, |
| "epoch": 3.056, |
| "grad_norm": 18.375, |
| "learning_rate": 8.081481481481483e-06, |
| "loss": 12.9961, |
| "mean_token_accuracy": 0.7898518111556768, |
| "num_tokens": 63218088.0, |
| "step": 1910 |
| }, |
| { |
| "entropy": 0.805760845914483, |
| "epoch": 3.072, |
| "grad_norm": 18.75, |
| "learning_rate": 8.007407407407408e-06, |
| "loss": 12.9227, |
| "mean_token_accuracy": 0.7900473494082689, |
| "num_tokens": 63551201.0, |
| "step": 1920 |
| }, |
| { |
| "entropy": 0.8170072333887219, |
| "epoch": 3.088, |
| "grad_norm": 17.875, |
| "learning_rate": 7.933333333333334e-06, |
| "loss": 13.2105, |
| "mean_token_accuracy": 0.7866270847618579, |
| "num_tokens": 63876362.0, |
| "step": 1930 |
| }, |
| { |
| "entropy": 0.7876848684623837, |
| "epoch": 3.104, |
| "grad_norm": 17.375, |
| "learning_rate": 7.859259259259259e-06, |
| "loss": 12.5329, |
| "mean_token_accuracy": 0.7958414383232594, |
| "num_tokens": 64208171.0, |
| "step": 1940 |
| }, |
| { |
| "entropy": 0.784156777150929, |
| "epoch": 3.12, |
| "grad_norm": 17.25, |
| "learning_rate": 7.785185185185185e-06, |
| "loss": 12.5755, |
| "mean_token_accuracy": 0.7954553622752428, |
| "num_tokens": 64544493.0, |
| "step": 1950 |
| }, |
| { |
| "entropy": 0.8146663185209035, |
| "epoch": 3.136, |
| "grad_norm": 17.875, |
| "learning_rate": 7.711111111111112e-06, |
| "loss": 13.2047, |
| "mean_token_accuracy": 0.7866963110864162, |
| "num_tokens": 64872488.0, |
| "step": 1960 |
| }, |
| { |
| "entropy": 0.7842913199216127, |
| "epoch": 3.152, |
| "grad_norm": 17.375, |
| "learning_rate": 7.637037037037037e-06, |
| "loss": 12.5105, |
| "mean_token_accuracy": 0.7967761281877757, |
| "num_tokens": 65201124.0, |
| "step": 1970 |
| }, |
| { |
| "entropy": 0.8004832187667489, |
| "epoch": 3.168, |
| "grad_norm": 16.125, |
| "learning_rate": 7.562962962962963e-06, |
| "loss": 12.9651, |
| "mean_token_accuracy": 0.7915269497781992, |
| "num_tokens": 65525868.0, |
| "step": 1980 |
| }, |
| { |
| "entropy": 0.790750872157514, |
| "epoch": 3.184, |
| "grad_norm": 17.875, |
| "learning_rate": 7.48888888888889e-06, |
| "loss": 12.6417, |
| "mean_token_accuracy": 0.7964012406766414, |
| "num_tokens": 65861603.0, |
| "step": 1990 |
| }, |
| { |
| "entropy": 0.8021171147003769, |
| "epoch": 3.2, |
| "grad_norm": 16.625, |
| "learning_rate": 7.4148148148148155e-06, |
| "loss": 12.912, |
| "mean_token_accuracy": 0.7916875142604113, |
| "num_tokens": 66193675.0, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_biology_entropy": 2.470094334602356, |
| "eval_biology_loss": 3.0078163146972656, |
| "eval_biology_mean_token_accuracy": 0.49014620304107664, |
| "eval_biology_num_tokens": 66193675.0, |
| "eval_biology_runtime": 49.9577, |
| "eval_biology_samples_per_second": 10.008, |
| "eval_biology_steps_per_second": 2.502, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_chemistry_entropy": 1.1386250944137573, |
| "eval_chemistry_loss": 1.2633483409881592, |
| "eval_chemistry_mean_token_accuracy": 0.71189799118042, |
| "eval_chemistry_num_tokens": 66193675.0, |
| "eval_chemistry_runtime": 61.4075, |
| "eval_chemistry_samples_per_second": 8.142, |
| "eval_chemistry_steps_per_second": 2.036, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_math_entropy": 0.8969358072280884, |
| "eval_math_loss": 1.1421797275543213, |
| "eval_math_mean_token_accuracy": 0.7401115093231201, |
| "eval_math_num_tokens": 66193675.0, |
| "eval_math_runtime": 63.315, |
| "eval_math_samples_per_second": 7.897, |
| "eval_math_steps_per_second": 1.974, |
| "step": 2000 |
| }, |
| { |
| "epoch": 3.2, |
| "eval_physics_entropy": 0.8138435740470886, |
| "eval_physics_loss": 0.8593137860298157, |
| "eval_physics_mean_token_accuracy": 0.7811777157783508, |
| "eval_physics_num_tokens": 66193675.0, |
| "eval_physics_runtime": 72.1799, |
| "eval_physics_samples_per_second": 6.927, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 2000 |
| }, |
| { |
| "entropy": 0.7921612739562989, |
| "epoch": 3.216, |
| "grad_norm": 18.125, |
| "learning_rate": 7.340740740740742e-06, |
| "loss": 12.7707, |
| "mean_token_accuracy": 0.7925254683941603, |
| "num_tokens": 66522835.0, |
| "step": 2010 |
| }, |
| { |
| "entropy": 0.829443721473217, |
| "epoch": 3.232, |
| "grad_norm": 17.75, |
| "learning_rate": 7.266666666666668e-06, |
| "loss": 13.3302, |
| "mean_token_accuracy": 0.7857878033071757, |
| "num_tokens": 66853693.0, |
| "step": 2020 |
| }, |
| { |
| "entropy": 0.7663173181936145, |
| "epoch": 3.248, |
| "grad_norm": 18.375, |
| "learning_rate": 7.192592592592593e-06, |
| "loss": 12.3159, |
| "mean_token_accuracy": 0.7985509064048528, |
| "num_tokens": 67192299.0, |
| "step": 2030 |
| }, |
| { |
| "entropy": 0.7895545920357108, |
| "epoch": 3.2640000000000002, |
| "grad_norm": 17.75, |
| "learning_rate": 7.118518518518519e-06, |
| "loss": 12.7685, |
| "mean_token_accuracy": 0.7944346476346255, |
| "num_tokens": 67517068.0, |
| "step": 2040 |
| }, |
| { |
| "entropy": 0.801218194887042, |
| "epoch": 3.2800000000000002, |
| "grad_norm": 17.625, |
| "learning_rate": 7.044444444444445e-06, |
| "loss": 12.7416, |
| "mean_token_accuracy": 0.7935682334005832, |
| "num_tokens": 67841380.0, |
| "step": 2050 |
| }, |
| { |
| "entropy": 0.786173316463828, |
| "epoch": 3.296, |
| "grad_norm": 16.5, |
| "learning_rate": 6.97037037037037e-06, |
| "loss": 12.695, |
| "mean_token_accuracy": 0.79406350068748, |
| "num_tokens": 68175287.0, |
| "step": 2060 |
| }, |
| { |
| "entropy": 0.7954026944935322, |
| "epoch": 3.312, |
| "grad_norm": 18.0, |
| "learning_rate": 6.896296296296297e-06, |
| "loss": 12.7967, |
| "mean_token_accuracy": 0.7934347588568926, |
| "num_tokens": 68513030.0, |
| "step": 2070 |
| }, |
| { |
| "entropy": 0.8265415087342263, |
| "epoch": 3.328, |
| "grad_norm": 18.5, |
| "learning_rate": 6.8222222222222225e-06, |
| "loss": 13.3081, |
| "mean_token_accuracy": 0.7859519779682159, |
| "num_tokens": 68839883.0, |
| "step": 2080 |
| }, |
| { |
| "entropy": 0.8022375550121069, |
| "epoch": 3.344, |
| "grad_norm": 19.25, |
| "learning_rate": 6.748148148148149e-06, |
| "loss": 12.8368, |
| "mean_token_accuracy": 0.791323509812355, |
| "num_tokens": 69173450.0, |
| "step": 2090 |
| }, |
| { |
| "entropy": 0.7997627248987556, |
| "epoch": 3.36, |
| "grad_norm": 17.625, |
| "learning_rate": 6.674074074074075e-06, |
| "loss": 12.905, |
| "mean_token_accuracy": 0.7927103146910668, |
| "num_tokens": 69510512.0, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_biology_entropy": 2.480081204414368, |
| "eval_biology_loss": 3.014317274093628, |
| "eval_biology_mean_token_accuracy": 0.49056104898452757, |
| "eval_biology_num_tokens": 69510512.0, |
| "eval_biology_runtime": 49.8261, |
| "eval_biology_samples_per_second": 10.035, |
| "eval_biology_steps_per_second": 2.509, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_chemistry_entropy": 1.1460778632164002, |
| "eval_chemistry_loss": 1.262313723564148, |
| "eval_chemistry_mean_token_accuracy": 0.7124251260757446, |
| "eval_chemistry_num_tokens": 69510512.0, |
| "eval_chemistry_runtime": 61.7856, |
| "eval_chemistry_samples_per_second": 8.092, |
| "eval_chemistry_steps_per_second": 2.023, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_math_entropy": 0.9010528683662414, |
| "eval_math_loss": 1.1404390335083008, |
| "eval_math_mean_token_accuracy": 0.7402434344291687, |
| "eval_math_num_tokens": 69510512.0, |
| "eval_math_runtime": 63.5967, |
| "eval_math_samples_per_second": 7.862, |
| "eval_math_steps_per_second": 1.966, |
| "step": 2100 |
| }, |
| { |
| "epoch": 3.36, |
| "eval_physics_entropy": 0.8187825033664703, |
| "eval_physics_loss": 0.858341634273529, |
| "eval_physics_mean_token_accuracy": 0.7814857354164123, |
| "eval_physics_num_tokens": 69510512.0, |
| "eval_physics_runtime": 72.1906, |
| "eval_physics_samples_per_second": 6.926, |
| "eval_physics_steps_per_second": 1.732, |
| "step": 2100 |
| }, |
| { |
| "entropy": 0.772541718557477, |
| "epoch": 3.376, |
| "grad_norm": 16.125, |
| "learning_rate": 6.600000000000001e-06, |
| "loss": 12.4046, |
| "mean_token_accuracy": 0.7991201918572187, |
| "num_tokens": 69853992.0, |
| "step": 2110 |
| }, |
| { |
| "entropy": 0.824666154384613, |
| "epoch": 3.392, |
| "grad_norm": 17.875, |
| "learning_rate": 6.525925925925927e-06, |
| "loss": 13.2013, |
| "mean_token_accuracy": 0.7854650605469942, |
| "num_tokens": 70178388.0, |
| "step": 2120 |
| }, |
| { |
| "entropy": 0.787809319794178, |
| "epoch": 3.408, |
| "grad_norm": 18.25, |
| "learning_rate": 6.4518518518518525e-06, |
| "loss": 12.6522, |
| "mean_token_accuracy": 0.794764668866992, |
| "num_tokens": 70507903.0, |
| "step": 2130 |
| }, |
| { |
| "entropy": 0.7877073505893349, |
| "epoch": 3.424, |
| "grad_norm": 18.0, |
| "learning_rate": 6.377777777777778e-06, |
| "loss": 12.6351, |
| "mean_token_accuracy": 0.7949817195534706, |
| "num_tokens": 70835982.0, |
| "step": 2140 |
| }, |
| { |
| "entropy": 0.8121343495324254, |
| "epoch": 3.44, |
| "grad_norm": 17.5, |
| "learning_rate": 6.303703703703704e-06, |
| "loss": 13.1399, |
| "mean_token_accuracy": 0.7877719759941101, |
| "num_tokens": 71172338.0, |
| "step": 2150 |
| }, |
| { |
| "entropy": 0.8116744419559836, |
| "epoch": 3.456, |
| "grad_norm": 18.25, |
| "learning_rate": 6.2296296296296295e-06, |
| "loss": 13.0305, |
| "mean_token_accuracy": 0.7885824784636497, |
| "num_tokens": 71506904.0, |
| "step": 2160 |
| }, |
| { |
| "entropy": 0.8163298014551401, |
| "epoch": 3.472, |
| "grad_norm": 18.125, |
| "learning_rate": 6.155555555555556e-06, |
| "loss": 13.1392, |
| "mean_token_accuracy": 0.7880806677043438, |
| "num_tokens": 71830111.0, |
| "step": 2170 |
| }, |
| { |
| "entropy": 0.7843415776267648, |
| "epoch": 3.488, |
| "grad_norm": 17.625, |
| "learning_rate": 6.081481481481482e-06, |
| "loss": 12.5195, |
| "mean_token_accuracy": 0.7982313647866249, |
| "num_tokens": 72162307.0, |
| "step": 2180 |
| }, |
| { |
| "entropy": 0.8081060107797384, |
| "epoch": 3.504, |
| "grad_norm": 18.75, |
| "learning_rate": 6.007407407407407e-06, |
| "loss": 13.0465, |
| "mean_token_accuracy": 0.7899345368146896, |
| "num_tokens": 72492324.0, |
| "step": 2190 |
| }, |
| { |
| "entropy": 0.7964632350951433, |
| "epoch": 3.52, |
| "grad_norm": 18.25, |
| "learning_rate": 5.933333333333335e-06, |
| "loss": 12.8622, |
| "mean_token_accuracy": 0.7926870550960302, |
| "num_tokens": 72814868.0, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_biology_entropy": 2.484531102180481, |
| "eval_biology_loss": 3.003647804260254, |
| "eval_biology_mean_token_accuracy": 0.4901256234645843, |
| "eval_biology_num_tokens": 72814868.0, |
| "eval_biology_runtime": 49.9141, |
| "eval_biology_samples_per_second": 10.017, |
| "eval_biology_steps_per_second": 2.504, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_chemistry_entropy": 1.1463134574890137, |
| "eval_chemistry_loss": 1.261918306350708, |
| "eval_chemistry_mean_token_accuracy": 0.7117061018943787, |
| "eval_chemistry_num_tokens": 72814868.0, |
| "eval_chemistry_runtime": 61.8204, |
| "eval_chemistry_samples_per_second": 8.088, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_math_entropy": 0.8994995903968811, |
| "eval_math_loss": 1.1406532526016235, |
| "eval_math_mean_token_accuracy": 0.7399827222824097, |
| "eval_math_num_tokens": 72814868.0, |
| "eval_math_runtime": 63.5794, |
| "eval_math_samples_per_second": 7.864, |
| "eval_math_steps_per_second": 1.966, |
| "step": 2200 |
| }, |
| { |
| "epoch": 3.52, |
| "eval_physics_entropy": 0.8177375242710113, |
| "eval_physics_loss": 0.8577298521995544, |
| "eval_physics_mean_token_accuracy": 0.7814569849967956, |
| "eval_physics_num_tokens": 72814868.0, |
| "eval_physics_runtime": 72.6689, |
| "eval_physics_samples_per_second": 6.881, |
| "eval_physics_steps_per_second": 1.72, |
| "step": 2200 |
| }, |
| { |
| "entropy": 0.8043171558529139, |
| "epoch": 3.536, |
| "grad_norm": 16.25, |
| "learning_rate": 5.85925925925926e-06, |
| "loss": 12.9022, |
| "mean_token_accuracy": 0.7911262758076191, |
| "num_tokens": 73144676.0, |
| "step": 2210 |
| }, |
| { |
| "entropy": 0.8001729313284158, |
| "epoch": 3.552, |
| "grad_norm": 15.75, |
| "learning_rate": 5.785185185185186e-06, |
| "loss": 12.7439, |
| "mean_token_accuracy": 0.7945221561938525, |
| "num_tokens": 73474150.0, |
| "step": 2220 |
| }, |
| { |
| "entropy": 0.7879581512883306, |
| "epoch": 3.568, |
| "grad_norm": 18.375, |
| "learning_rate": 5.711111111111112e-06, |
| "loss": 12.6712, |
| "mean_token_accuracy": 0.7943290121853351, |
| "num_tokens": 73814337.0, |
| "step": 2230 |
| }, |
| { |
| "entropy": 0.8236944487318396, |
| "epoch": 3.584, |
| "grad_norm": 17.75, |
| "learning_rate": 5.637037037037037e-06, |
| "loss": 13.4206, |
| "mean_token_accuracy": 0.7838957156985998, |
| "num_tokens": 74139916.0, |
| "step": 2240 |
| }, |
| { |
| "entropy": 0.7940308267250658, |
| "epoch": 3.6, |
| "grad_norm": 18.625, |
| "learning_rate": 5.562962962962963e-06, |
| "loss": 12.5958, |
| "mean_token_accuracy": 0.7954386703670024, |
| "num_tokens": 74481410.0, |
| "step": 2250 |
| }, |
| { |
| "entropy": 0.7940249260514974, |
| "epoch": 3.616, |
| "grad_norm": 17.375, |
| "learning_rate": 5.4888888888888895e-06, |
| "loss": 12.7409, |
| "mean_token_accuracy": 0.7927557546645403, |
| "num_tokens": 74818399.0, |
| "step": 2260 |
| }, |
| { |
| "entropy": 0.7933648740872741, |
| "epoch": 3.632, |
| "grad_norm": 17.25, |
| "learning_rate": 5.414814814814815e-06, |
| "loss": 12.7148, |
| "mean_token_accuracy": 0.7937173150479794, |
| "num_tokens": 75148445.0, |
| "step": 2270 |
| }, |
| { |
| "entropy": 0.8004923764616251, |
| "epoch": 3.648, |
| "grad_norm": 17.625, |
| "learning_rate": 5.340740740740741e-06, |
| "loss": 12.9717, |
| "mean_token_accuracy": 0.7907850630581379, |
| "num_tokens": 75475448.0, |
| "step": 2280 |
| }, |
| { |
| "entropy": 0.7910401994362474, |
| "epoch": 3.664, |
| "grad_norm": 16.75, |
| "learning_rate": 5.2666666666666665e-06, |
| "loss": 12.6453, |
| "mean_token_accuracy": 0.7947485193610191, |
| "num_tokens": 75811516.0, |
| "step": 2290 |
| }, |
| { |
| "entropy": 0.8122350828722119, |
| "epoch": 3.68, |
| "grad_norm": 17.375, |
| "learning_rate": 5.192592592592594e-06, |
| "loss": 13.1267, |
| "mean_token_accuracy": 0.7880386158823967, |
| "num_tokens": 76131750.0, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_biology_entropy": 2.4879787940979003, |
| "eval_biology_loss": 3.0091187953948975, |
| "eval_biology_mean_token_accuracy": 0.4910128047466278, |
| "eval_biology_num_tokens": 76131750.0, |
| "eval_biology_runtime": 49.8735, |
| "eval_biology_samples_per_second": 10.025, |
| "eval_biology_steps_per_second": 2.506, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_chemistry_entropy": 1.146693642616272, |
| "eval_chemistry_loss": 1.2613716125488281, |
| "eval_chemistry_mean_token_accuracy": 0.7124113698005676, |
| "eval_chemistry_num_tokens": 76131750.0, |
| "eval_chemistry_runtime": 61.8096, |
| "eval_chemistry_samples_per_second": 8.089, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_math_entropy": 0.8972381176948547, |
| "eval_math_loss": 1.141001582145691, |
| "eval_math_mean_token_accuracy": 0.7400426187515259, |
| "eval_math_num_tokens": 76131750.0, |
| "eval_math_runtime": 63.4249, |
| "eval_math_samples_per_second": 7.883, |
| "eval_math_steps_per_second": 1.971, |
| "step": 2300 |
| }, |
| { |
| "epoch": 3.68, |
| "eval_physics_entropy": 0.8186536066532135, |
| "eval_physics_loss": 0.8571553230285645, |
| "eval_physics_mean_token_accuracy": 0.7815062079429627, |
| "eval_physics_num_tokens": 76131750.0, |
| "eval_physics_runtime": 72.2085, |
| "eval_physics_samples_per_second": 6.924, |
| "eval_physics_steps_per_second": 1.731, |
| "step": 2300 |
| }, |
| { |
| "entropy": 0.8261356288567185, |
| "epoch": 3.6959999999999997, |
| "grad_norm": 18.125, |
| "learning_rate": 5.1185185185185195e-06, |
| "loss": 13.2921, |
| "mean_token_accuracy": 0.7866732176393271, |
| "num_tokens": 76460225.0, |
| "step": 2310 |
| }, |
| { |
| "entropy": 0.7932228075340391, |
| "epoch": 3.7119999999999997, |
| "grad_norm": 19.125, |
| "learning_rate": 5.044444444444445e-06, |
| "loss": 12.7199, |
| "mean_token_accuracy": 0.7937006145715714, |
| "num_tokens": 76793614.0, |
| "step": 2320 |
| }, |
| { |
| "entropy": 0.8164208957925438, |
| "epoch": 3.7279999999999998, |
| "grad_norm": 17.0, |
| "learning_rate": 4.970370370370371e-06, |
| "loss": 13.1811, |
| "mean_token_accuracy": 0.7872148770838976, |
| "num_tokens": 77121009.0, |
| "step": 2330 |
| }, |
| { |
| "entropy": 0.8028501404449344, |
| "epoch": 3.7439999999999998, |
| "grad_norm": 18.125, |
| "learning_rate": 4.8962962962962965e-06, |
| "loss": 12.8896, |
| "mean_token_accuracy": 0.7913309291005135, |
| "num_tokens": 77446311.0, |
| "step": 2340 |
| }, |
| { |
| "entropy": 0.8100664691999555, |
| "epoch": 3.76, |
| "grad_norm": 17.375, |
| "learning_rate": 4.822222222222222e-06, |
| "loss": 12.9901, |
| "mean_token_accuracy": 0.789349377527833, |
| "num_tokens": 77781488.0, |
| "step": 2350 |
| }, |
| { |
| "entropy": 0.8052188634872437, |
| "epoch": 3.776, |
| "grad_norm": 18.75, |
| "learning_rate": 4.748148148148149e-06, |
| "loss": 12.9672, |
| "mean_token_accuracy": 0.7903082646429539, |
| "num_tokens": 78108138.0, |
| "step": 2360 |
| }, |
| { |
| "entropy": 0.7854003531858325, |
| "epoch": 3.792, |
| "grad_norm": 17.125, |
| "learning_rate": 4.674074074074074e-06, |
| "loss": 12.6051, |
| "mean_token_accuracy": 0.7969572100788355, |
| "num_tokens": 78449177.0, |
| "step": 2370 |
| }, |
| { |
| "entropy": 0.804776719585061, |
| "epoch": 3.808, |
| "grad_norm": 16.875, |
| "learning_rate": 4.600000000000001e-06, |
| "loss": 12.9076, |
| "mean_token_accuracy": 0.7905494842678309, |
| "num_tokens": 78778761.0, |
| "step": 2380 |
| }, |
| { |
| "entropy": 0.817225544527173, |
| "epoch": 3.824, |
| "grad_norm": 17.875, |
| "learning_rate": 4.5259259259259265e-06, |
| "loss": 13.1296, |
| "mean_token_accuracy": 0.7879973672330379, |
| "num_tokens": 79102912.0, |
| "step": 2390 |
| }, |
| { |
| "entropy": 0.7974447071552276, |
| "epoch": 3.84, |
| "grad_norm": 17.5, |
| "learning_rate": 4.451851851851852e-06, |
| "loss": 12.8469, |
| "mean_token_accuracy": 0.7920668609440327, |
| "num_tokens": 79436236.0, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_biology_entropy": 2.486952880859375, |
| "eval_biology_loss": 3.0059683322906494, |
| "eval_biology_mean_token_accuracy": 0.49017577290534975, |
| "eval_biology_num_tokens": 79436236.0, |
| "eval_biology_runtime": 50.069, |
| "eval_biology_samples_per_second": 9.986, |
| "eval_biology_steps_per_second": 2.497, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_chemistry_entropy": 1.1472082695961, |
| "eval_chemistry_loss": 1.2613314390182495, |
| "eval_chemistry_mean_token_accuracy": 0.7123120713233948, |
| "eval_chemistry_num_tokens": 79436236.0, |
| "eval_chemistry_runtime": 61.8189, |
| "eval_chemistry_samples_per_second": 8.088, |
| "eval_chemistry_steps_per_second": 2.022, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_math_entropy": 0.9007806525230407, |
| "eval_math_loss": 1.1408295631408691, |
| "eval_math_mean_token_accuracy": 0.7399366483688354, |
| "eval_math_num_tokens": 79436236.0, |
| "eval_math_runtime": 63.3314, |
| "eval_math_samples_per_second": 7.895, |
| "eval_math_steps_per_second": 1.974, |
| "step": 2400 |
| }, |
| { |
| "epoch": 3.84, |
| "eval_physics_entropy": 0.8190191547870636, |
| "eval_physics_loss": 0.8569294214248657, |
| "eval_physics_mean_token_accuracy": 0.7818823776245117, |
| "eval_physics_num_tokens": 79436236.0, |
| "eval_physics_runtime": 72.5771, |
| "eval_physics_samples_per_second": 6.889, |
| "eval_physics_steps_per_second": 1.722, |
| "step": 2400 |
| }, |
| { |
| "entropy": 0.7811166772618889, |
| "epoch": 3.856, |
| "grad_norm": 17.0, |
| "learning_rate": 4.377777777777778e-06, |
| "loss": 12.5334, |
| "mean_token_accuracy": 0.7964712589979172, |
| "num_tokens": 79772163.0, |
| "step": 2410 |
| }, |
| { |
| "entropy": 0.8073545757681131, |
| "epoch": 3.872, |
| "grad_norm": 18.5, |
| "learning_rate": 4.3037037037037035e-06, |
| "loss": 12.8932, |
| "mean_token_accuracy": 0.7909647975116968, |
| "num_tokens": 80099967.0, |
| "step": 2420 |
| }, |
| { |
| "entropy": 0.8008806597441435, |
| "epoch": 3.888, |
| "grad_norm": 18.375, |
| "learning_rate": 4.22962962962963e-06, |
| "loss": 12.9345, |
| "mean_token_accuracy": 0.7915704354643822, |
| "num_tokens": 80430055.0, |
| "step": 2430 |
| }, |
| { |
| "entropy": 0.8328071933239698, |
| "epoch": 3.904, |
| "grad_norm": 20.125, |
| "learning_rate": 4.155555555555556e-06, |
| "loss": 13.4493, |
| "mean_token_accuracy": 0.7839287407696247, |
| "num_tokens": 80763923.0, |
| "step": 2440 |
| }, |
| { |
| "entropy": 0.7978027690201998, |
| "epoch": 3.92, |
| "grad_norm": 18.875, |
| "learning_rate": 4.081481481481482e-06, |
| "loss": 12.7918, |
| "mean_token_accuracy": 0.7934749405831099, |
| "num_tokens": 81098568.0, |
| "step": 2450 |
| }, |
| { |
| "entropy": 0.8075996682047843, |
| "epoch": 3.936, |
| "grad_norm": 17.5, |
| "learning_rate": 4.007407407407408e-06, |
| "loss": 12.9714, |
| "mean_token_accuracy": 0.7904196504503489, |
| "num_tokens": 81423109.0, |
| "step": 2460 |
| }, |
| { |
| "entropy": 0.8154539056122303, |
| "epoch": 3.952, |
| "grad_norm": 19.75, |
| "learning_rate": 3.9333333333333335e-06, |
| "loss": 13.1029, |
| "mean_token_accuracy": 0.7884767297655344, |
| "num_tokens": 81753214.0, |
| "step": 2470 |
| }, |
| { |
| "entropy": 0.7908139565959573, |
| "epoch": 3.968, |
| "grad_norm": 19.875, |
| "learning_rate": 3.85925925925926e-06, |
| "loss": 12.6902, |
| "mean_token_accuracy": 0.7936715561896562, |
| "num_tokens": 82076472.0, |
| "step": 2480 |
| }, |
| { |
| "entropy": 0.7808545615524054, |
| "epoch": 3.984, |
| "grad_norm": 16.875, |
| "learning_rate": 3.7851851851851857e-06, |
| "loss": 12.4941, |
| "mean_token_accuracy": 0.7965636719018221, |
| "num_tokens": 82418472.0, |
| "step": 2490 |
| }, |
| { |
| "entropy": 0.7908104166388512, |
| "epoch": 4.0, |
| "grad_norm": 18.875, |
| "learning_rate": 3.7111111111111113e-06, |
| "loss": 12.7267, |
| "mean_token_accuracy": 0.7932475034147501, |
| "num_tokens": 82747216.0, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_biology_entropy": 2.4771251888275145, |
| "eval_biology_loss": 3.006816864013672, |
| "eval_biology_mean_token_accuracy": 0.49003281354904177, |
| "eval_biology_num_tokens": 82747216.0, |
| "eval_biology_runtime": 49.8413, |
| "eval_biology_samples_per_second": 10.032, |
| "eval_biology_steps_per_second": 2.508, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_chemistry_entropy": 1.1426447529792785, |
| "eval_chemistry_loss": 1.2616218328475952, |
| "eval_chemistry_mean_token_accuracy": 0.7119665017127991, |
| "eval_chemistry_num_tokens": 82747216.0, |
| "eval_chemistry_runtime": 61.4018, |
| "eval_chemistry_samples_per_second": 8.143, |
| "eval_chemistry_steps_per_second": 2.036, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_math_entropy": 0.898317488193512, |
| "eval_math_loss": 1.1417402029037476, |
| "eval_math_mean_token_accuracy": 0.7399371833801269, |
| "eval_math_num_tokens": 82747216.0, |
| "eval_math_runtime": 63.2462, |
| "eval_math_samples_per_second": 7.906, |
| "eval_math_steps_per_second": 1.976, |
| "step": 2500 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_physics_entropy": 0.8161102538108825, |
| "eval_physics_loss": 0.8568674325942993, |
| "eval_physics_mean_token_accuracy": 0.7817758975028992, |
| "eval_physics_num_tokens": 82747216.0, |
| "eval_physics_runtime": 72.3314, |
| "eval_physics_samples_per_second": 6.913, |
| "eval_physics_steps_per_second": 1.728, |
| "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 |
| } |
|
|
