| { |
| "best_global_step": null, |
| "best_metric": null, |
| "best_model_checkpoint": null, |
| "epoch": 1.6, |
| "eval_steps": 100, |
| "global_step": 1000, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "entropy": 1.0750614512711762, |
| "epoch": 0.016, |
| "grad_norm": 162.0, |
| "learning_rate": 6.000000000000001e-07, |
| "loss": 41.6591, |
| "mean_token_accuracy": 0.6122298210859298, |
| "num_tokens": 338352.0, |
| "step": 10 |
| }, |
| { |
| "entropy": 1.0839035604149103, |
| "epoch": 0.032, |
| "grad_norm": 155.0, |
| "learning_rate": 1.2666666666666669e-06, |
| "loss": 41.6397, |
| "mean_token_accuracy": 0.6166786661371588, |
| "num_tokens": 671193.0, |
| "step": 20 |
| }, |
| { |
| "entropy": 1.0894881710410118, |
| "epoch": 0.048, |
| "grad_norm": 132.0, |
| "learning_rate": 1.9333333333333336e-06, |
| "loss": 41.0461, |
| "mean_token_accuracy": 0.6147234473377466, |
| "num_tokens": 1001008.0, |
| "step": 30 |
| }, |
| { |
| "entropy": 1.138040168955922, |
| "epoch": 0.064, |
| "grad_norm": 126.0, |
| "learning_rate": 2.6e-06, |
| "loss": 41.8193, |
| "mean_token_accuracy": 0.6091248352080584, |
| "num_tokens": 1331208.0, |
| "step": 40 |
| }, |
| { |
| "entropy": 1.1673120155930519, |
| "epoch": 0.08, |
| "grad_norm": 114.5, |
| "learning_rate": 3.266666666666667e-06, |
| "loss": 39.7083, |
| "mean_token_accuracy": 0.6180085053667426, |
| "num_tokens": 1667532.0, |
| "step": 50 |
| }, |
| { |
| "entropy": 1.19383430108428, |
| "epoch": 0.096, |
| "grad_norm": 91.0, |
| "learning_rate": 3.9333333333333335e-06, |
| "loss": 37.505, |
| "mean_token_accuracy": 0.6295596646144986, |
| "num_tokens": 2007176.0, |
| "step": 60 |
| }, |
| { |
| "entropy": 1.354680097848177, |
| "epoch": 0.112, |
| "grad_norm": 78.5, |
| "learning_rate": 4.600000000000001e-06, |
| "loss": 37.0959, |
| "mean_token_accuracy": 0.6256176400929689, |
| "num_tokens": 2342259.0, |
| "step": 70 |
| }, |
| { |
| "entropy": 1.6070489153265952, |
| "epoch": 0.128, |
| "grad_norm": 55.0, |
| "learning_rate": 5.2666666666666665e-06, |
| "loss": 36.6385, |
| "mean_token_accuracy": 0.6223620869219303, |
| "num_tokens": 2663987.0, |
| "step": 80 |
| }, |
| { |
| "entropy": 1.682814510539174, |
| "epoch": 0.144, |
| "grad_norm": 37.0, |
| "learning_rate": 5.933333333333335e-06, |
| "loss": 32.9488, |
| "mean_token_accuracy": 0.6449975268915296, |
| "num_tokens": 2997824.0, |
| "step": 90 |
| }, |
| { |
| "entropy": 1.7247826386243106, |
| "epoch": 0.16, |
| "grad_norm": 32.0, |
| "learning_rate": 6.600000000000001e-06, |
| "loss": 30.8315, |
| "mean_token_accuracy": 0.6568072270601988, |
| "num_tokens": 3330597.0, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_biology_entropy": 3.8070496501922606, |
| "eval_biology_loss": 4.702436447143555, |
| "eval_biology_mean_token_accuracy": 0.3792178168296814, |
| "eval_biology_num_tokens": 3330597.0, |
| "eval_biology_runtime": 57.2423, |
| "eval_biology_samples_per_second": 8.735, |
| "eval_biology_steps_per_second": 2.184, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_chemistry_entropy": 2.312845594406128, |
| "eval_chemistry_loss": 2.5579307079315186, |
| "eval_chemistry_mean_token_accuracy": 0.5897436618804932, |
| "eval_chemistry_num_tokens": 3330597.0, |
| "eval_chemistry_runtime": 71.9394, |
| "eval_chemistry_samples_per_second": 6.95, |
| "eval_chemistry_steps_per_second": 1.738, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_math_entropy": 1.3987004208564757, |
| "eval_math_loss": 1.9521548748016357, |
| "eval_math_mean_token_accuracy": 0.6628584680557251, |
| "eval_math_num_tokens": 3330597.0, |
| "eval_math_runtime": 74.5287, |
| "eval_math_samples_per_second": 6.709, |
| "eval_math_steps_per_second": 1.677, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.16, |
| "eval_physics_entropy": 1.725432638168335, |
| "eval_physics_loss": 1.8779996633529663, |
| "eval_physics_mean_token_accuracy": 0.6590415091514588, |
| "eval_physics_num_tokens": 3330597.0, |
| "eval_physics_runtime": 85.2266, |
| "eval_physics_samples_per_second": 5.867, |
| "eval_physics_steps_per_second": 1.467, |
| "step": 100 |
| }, |
| { |
| "entropy": 1.7152024820446967, |
| "epoch": 0.176, |
| "grad_norm": 26.875, |
| "learning_rate": 7.266666666666668e-06, |
| "loss": 29.6512, |
| "mean_token_accuracy": 0.6657887665554881, |
| "num_tokens": 3658264.0, |
| "step": 110 |
| }, |
| { |
| "entropy": 1.622603354603052, |
| "epoch": 0.192, |
| "grad_norm": 19.375, |
| "learning_rate": 7.933333333333334e-06, |
| "loss": 28.3031, |
| "mean_token_accuracy": 0.6764084205031395, |
| "num_tokens": 3995568.0, |
| "step": 120 |
| }, |
| { |
| "entropy": 1.555612001568079, |
| "epoch": 0.208, |
| "grad_norm": 19.875, |
| "learning_rate": 8.6e-06, |
| "loss": 26.6387, |
| "mean_token_accuracy": 0.6902163974940777, |
| "num_tokens": 4321436.0, |
| "step": 130 |
| }, |
| { |
| "entropy": 1.512053081765771, |
| "epoch": 0.224, |
| "grad_norm": 17.875, |
| "learning_rate": 9.266666666666667e-06, |
| "loss": 26.0858, |
| "mean_token_accuracy": 0.694270471855998, |
| "num_tokens": 4648491.0, |
| "step": 140 |
| }, |
| { |
| "entropy": 1.4869094472378492, |
| "epoch": 0.24, |
| "grad_norm": 19.75, |
| "learning_rate": 9.933333333333334e-06, |
| "loss": 25.4417, |
| "mean_token_accuracy": 0.6989999961107969, |
| "num_tokens": 4986175.0, |
| "step": 150 |
| }, |
| { |
| "entropy": 1.4632187210023404, |
| "epoch": 0.256, |
| "grad_norm": 19.375, |
| "learning_rate": 1.0600000000000002e-05, |
| "loss": 25.0091, |
| "mean_token_accuracy": 0.7029873106628657, |
| "num_tokens": 5329320.0, |
| "step": 160 |
| }, |
| { |
| "entropy": 1.4810095187276602, |
| "epoch": 0.272, |
| "grad_norm": 20.25, |
| "learning_rate": 1.1266666666666668e-05, |
| "loss": 25.2607, |
| "mean_token_accuracy": 0.7004018183797598, |
| "num_tokens": 5658796.0, |
| "step": 170 |
| }, |
| { |
| "entropy": 1.4340823762118817, |
| "epoch": 0.288, |
| "grad_norm": 18.25, |
| "learning_rate": 1.1933333333333335e-05, |
| "loss": 24.6883, |
| "mean_token_accuracy": 0.7079170107841491, |
| "num_tokens": 5980201.0, |
| "step": 180 |
| }, |
| { |
| "entropy": 1.4303428437560797, |
| "epoch": 0.304, |
| "grad_norm": 22.125, |
| "learning_rate": 1.2600000000000001e-05, |
| "loss": 24.4539, |
| "mean_token_accuracy": 0.7080751962959766, |
| "num_tokens": 6298858.0, |
| "step": 190 |
| }, |
| { |
| "entropy": 1.399438175559044, |
| "epoch": 0.32, |
| "grad_norm": 18.875, |
| "learning_rate": 1.3266666666666668e-05, |
| "loss": 23.9145, |
| "mean_token_accuracy": 0.7128454186022282, |
| "num_tokens": 6622798.0, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_biology_entropy": 3.444120632171631, |
| "eval_biology_loss": 4.076927661895752, |
| "eval_biology_mean_token_accuracy": 0.42938668751716613, |
| "eval_biology_num_tokens": 6622798.0, |
| "eval_biology_runtime": 57.3705, |
| "eval_biology_samples_per_second": 8.715, |
| "eval_biology_steps_per_second": 2.179, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_chemistry_entropy": 1.8959890480041504, |
| "eval_chemistry_loss": 2.08449649810791, |
| "eval_chemistry_mean_token_accuracy": 0.6399502665996551, |
| "eval_chemistry_num_tokens": 6622798.0, |
| "eval_chemistry_runtime": 71.8716, |
| "eval_chemistry_samples_per_second": 6.957, |
| "eval_chemistry_steps_per_second": 1.739, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_math_entropy": 1.2845887546539307, |
| "eval_math_loss": 1.6543570756912231, |
| "eval_math_mean_token_accuracy": 0.6954182968139648, |
| "eval_math_num_tokens": 6622798.0, |
| "eval_math_runtime": 74.7507, |
| "eval_math_samples_per_second": 6.689, |
| "eval_math_steps_per_second": 1.672, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.32, |
| "eval_physics_entropy": 1.3866976137161255, |
| "eval_physics_loss": 1.4872251749038696, |
| "eval_physics_mean_token_accuracy": 0.7125752453804016, |
| "eval_physics_num_tokens": 6622798.0, |
| "eval_physics_runtime": 85.9206, |
| "eval_physics_samples_per_second": 5.819, |
| "eval_physics_steps_per_second": 1.455, |
| "step": 200 |
| }, |
| { |
| "entropy": 1.3804268836975098, |
| "epoch": 0.336, |
| "grad_norm": 18.5, |
| "learning_rate": 1.3933333333333334e-05, |
| "loss": 23.6643, |
| "mean_token_accuracy": 0.714659295603633, |
| "num_tokens": 6953611.0, |
| "step": 210 |
| }, |
| { |
| "entropy": 1.3354483414441347, |
| "epoch": 0.352, |
| "grad_norm": 18.125, |
| "learning_rate": 1.46e-05, |
| "loss": 22.9062, |
| "mean_token_accuracy": 0.722674485296011, |
| "num_tokens": 7290378.0, |
| "step": 220 |
| }, |
| { |
| "entropy": 1.3261277750134468, |
| "epoch": 0.368, |
| "grad_norm": 18.5, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 22.7576, |
| "mean_token_accuracy": 0.7249834384769202, |
| "num_tokens": 7621082.0, |
| "step": 230 |
| }, |
| { |
| "entropy": 1.3795554626733064, |
| "epoch": 0.384, |
| "grad_norm": 17.875, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 23.5828, |
| "mean_token_accuracy": 0.7127871386706829, |
| "num_tokens": 7955570.0, |
| "step": 240 |
| }, |
| { |
| "entropy": 1.3256618689745665, |
| "epoch": 0.4, |
| "grad_norm": 20.0, |
| "learning_rate": 1.66e-05, |
| "loss": 22.7361, |
| "mean_token_accuracy": 0.7222114279866219, |
| "num_tokens": 8291049.0, |
| "step": 250 |
| }, |
| { |
| "entropy": 1.298596952483058, |
| "epoch": 0.416, |
| "grad_norm": 22.0, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 22.2416, |
| "mean_token_accuracy": 0.7284637104719878, |
| "num_tokens": 8627310.0, |
| "step": 260 |
| }, |
| { |
| "entropy": 1.311914747953415, |
| "epoch": 0.432, |
| "grad_norm": 19.375, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 22.4984, |
| "mean_token_accuracy": 0.7248033240437508, |
| "num_tokens": 8958371.0, |
| "step": 270 |
| }, |
| { |
| "entropy": 1.2482076751068234, |
| "epoch": 0.448, |
| "grad_norm": 18.0, |
| "learning_rate": 1.86e-05, |
| "loss": 21.4775, |
| "mean_token_accuracy": 0.7356370355933904, |
| "num_tokens": 9294388.0, |
| "step": 280 |
| }, |
| { |
| "entropy": 1.2598353076726199, |
| "epoch": 0.464, |
| "grad_norm": 20.5, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 21.5863, |
| "mean_token_accuracy": 0.7334068417549133, |
| "num_tokens": 9620366.0, |
| "step": 290 |
| }, |
| { |
| "entropy": 1.2661810796707869, |
| "epoch": 0.48, |
| "grad_norm": 19.5, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 21.8336, |
| "mean_token_accuracy": 0.7298611674457789, |
| "num_tokens": 9955431.0, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_biology_entropy": 3.3976770553588866, |
| "eval_biology_loss": 3.904201030731201, |
| "eval_biology_mean_token_accuracy": 0.43922377967834475, |
| "eval_biology_num_tokens": 9955431.0, |
| "eval_biology_runtime": 57.4472, |
| "eval_biology_samples_per_second": 8.704, |
| "eval_biology_steps_per_second": 2.176, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_chemistry_entropy": 1.8206102285385133, |
| "eval_chemistry_loss": 1.956045389175415, |
| "eval_chemistry_mean_token_accuracy": 0.6531638257503509, |
| "eval_chemistry_num_tokens": 9955431.0, |
| "eval_chemistry_runtime": 71.9347, |
| "eval_chemistry_samples_per_second": 6.951, |
| "eval_chemistry_steps_per_second": 1.738, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_math_entropy": 1.2509758601188659, |
| "eval_math_loss": 1.5806307792663574, |
| "eval_math_mean_token_accuracy": 0.7045728435516357, |
| "eval_math_num_tokens": 9955431.0, |
| "eval_math_runtime": 75.0056, |
| "eval_math_samples_per_second": 6.666, |
| "eval_math_steps_per_second": 1.667, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.48, |
| "eval_physics_entropy": 1.304166310787201, |
| "eval_physics_loss": 1.3740965127944946, |
| "eval_physics_mean_token_accuracy": 0.7282451548576355, |
| "eval_physics_num_tokens": 9955431.0, |
| "eval_physics_runtime": 85.2346, |
| "eval_physics_samples_per_second": 5.866, |
| "eval_physics_steps_per_second": 1.467, |
| "step": 300 |
| }, |
| { |
| "entropy": 1.2894000235944987, |
| "epoch": 0.496, |
| "grad_norm": 18.875, |
| "learning_rate": 1.9933333333333334e-05, |
| "loss": 22.125, |
| "mean_token_accuracy": 0.7272629871964454, |
| "num_tokens": 10289883.0, |
| "step": 310 |
| }, |
| { |
| "entropy": 1.258072443306446, |
| "epoch": 0.512, |
| "grad_norm": 20.5, |
| "learning_rate": 1.985925925925926e-05, |
| "loss": 21.7519, |
| "mean_token_accuracy": 0.7323984511196613, |
| "num_tokens": 10619468.0, |
| "step": 320 |
| }, |
| { |
| "entropy": 1.2734836369752884, |
| "epoch": 0.528, |
| "grad_norm": 16.375, |
| "learning_rate": 1.9785185185185187e-05, |
| "loss": 21.9114, |
| "mean_token_accuracy": 0.7292184431105853, |
| "num_tokens": 10944904.0, |
| "step": 330 |
| }, |
| { |
| "entropy": 1.2483941707760096, |
| "epoch": 0.544, |
| "grad_norm": 19.25, |
| "learning_rate": 1.971111111111111e-05, |
| "loss": 21.5727, |
| "mean_token_accuracy": 0.7335125673562288, |
| "num_tokens": 11266409.0, |
| "step": 340 |
| }, |
| { |
| "entropy": 1.2357387099415065, |
| "epoch": 0.56, |
| "grad_norm": 16.625, |
| "learning_rate": 1.963703703703704e-05, |
| "loss": 21.1173, |
| "mean_token_accuracy": 0.7381447162479162, |
| "num_tokens": 11605544.0, |
| "step": 350 |
| }, |
| { |
| "entropy": 1.2104782849550246, |
| "epoch": 0.576, |
| "grad_norm": 19.25, |
| "learning_rate": 1.9562962962962964e-05, |
| "loss": 20.9845, |
| "mean_token_accuracy": 0.740512777864933, |
| "num_tokens": 11931715.0, |
| "step": 360 |
| }, |
| { |
| "entropy": 1.2183124080300332, |
| "epoch": 0.592, |
| "grad_norm": 19.375, |
| "learning_rate": 1.948888888888889e-05, |
| "loss": 21.0928, |
| "mean_token_accuracy": 0.7366720300167799, |
| "num_tokens": 12257243.0, |
| "step": 370 |
| }, |
| { |
| "entropy": 1.2145392388105392, |
| "epoch": 0.608, |
| "grad_norm": 16.625, |
| "learning_rate": 1.9414814814814817e-05, |
| "loss": 20.8598, |
| "mean_token_accuracy": 0.740410690754652, |
| "num_tokens": 12583154.0, |
| "step": 380 |
| }, |
| { |
| "entropy": 1.2197224445641042, |
| "epoch": 0.624, |
| "grad_norm": 17.5, |
| "learning_rate": 1.9340740740740743e-05, |
| "loss": 21.1959, |
| "mean_token_accuracy": 0.7364733774214983, |
| "num_tokens": 12905392.0, |
| "step": 390 |
| }, |
| { |
| "entropy": 1.2305814437568188, |
| "epoch": 0.64, |
| "grad_norm": 18.625, |
| "learning_rate": 1.926666666666667e-05, |
| "loss": 21.2803, |
| "mean_token_accuracy": 0.7369419563561678, |
| "num_tokens": 13232198.0, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_biology_entropy": 3.2428079328536987, |
| "eval_biology_loss": 3.81221866607666, |
| "eval_biology_mean_token_accuracy": 0.44962965536117555, |
| "eval_biology_num_tokens": 13232198.0, |
| "eval_biology_runtime": 57.9921, |
| "eval_biology_samples_per_second": 8.622, |
| "eval_biology_steps_per_second": 2.155, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_chemistry_entropy": 1.71326642370224, |
| "eval_chemistry_loss": 1.8857945203781128, |
| "eval_chemistry_mean_token_accuracy": 0.6629956634044647, |
| "eval_chemistry_num_tokens": 13232198.0, |
| "eval_chemistry_runtime": 72.1018, |
| "eval_chemistry_samples_per_second": 6.935, |
| "eval_chemistry_steps_per_second": 1.734, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_math_entropy": 1.1944113321304322, |
| "eval_math_loss": 1.5440242290496826, |
| "eval_math_mean_token_accuracy": 0.7086545734405517, |
| "eval_math_num_tokens": 13232198.0, |
| "eval_math_runtime": 75.1501, |
| "eval_math_samples_per_second": 6.653, |
| "eval_math_steps_per_second": 1.663, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.64, |
| "eval_physics_entropy": 1.211931779384613, |
| "eval_physics_loss": 1.3088711500167847, |
| "eval_physics_mean_token_accuracy": 0.737203718662262, |
| "eval_physics_num_tokens": 13232198.0, |
| "eval_physics_runtime": 85.7441, |
| "eval_physics_samples_per_second": 5.831, |
| "eval_physics_steps_per_second": 1.458, |
| "step": 400 |
| }, |
| { |
| "entropy": 1.2212170030921699, |
| "epoch": 0.656, |
| "grad_norm": 17.875, |
| "learning_rate": 1.9192592592592593e-05, |
| "loss": 20.9332, |
| "mean_token_accuracy": 0.7387504555284977, |
| "num_tokens": 13575902.0, |
| "step": 410 |
| }, |
| { |
| "entropy": 1.1882116444408894, |
| "epoch": 0.672, |
| "grad_norm": 20.25, |
| "learning_rate": 1.911851851851852e-05, |
| "loss": 20.6082, |
| "mean_token_accuracy": 0.743332651630044, |
| "num_tokens": 13895997.0, |
| "step": 420 |
| }, |
| { |
| "entropy": 1.207483420521021, |
| "epoch": 0.688, |
| "grad_norm": 18.0, |
| "learning_rate": 1.9044444444444446e-05, |
| "loss": 20.654, |
| "mean_token_accuracy": 0.7427127715200186, |
| "num_tokens": 14234888.0, |
| "step": 430 |
| }, |
| { |
| "entropy": 1.2052442319691181, |
| "epoch": 0.704, |
| "grad_norm": 19.0, |
| "learning_rate": 1.8970370370370372e-05, |
| "loss": 20.8893, |
| "mean_token_accuracy": 0.7387381002306939, |
| "num_tokens": 14567908.0, |
| "step": 440 |
| }, |
| { |
| "entropy": 1.181990123167634, |
| "epoch": 0.72, |
| "grad_norm": 21.625, |
| "learning_rate": 1.8896296296296295e-05, |
| "loss": 20.4926, |
| "mean_token_accuracy": 0.7439979754388333, |
| "num_tokens": 14882927.0, |
| "step": 450 |
| }, |
| { |
| "entropy": 1.1967087093740703, |
| "epoch": 0.736, |
| "grad_norm": 20.375, |
| "learning_rate": 1.8822222222222225e-05, |
| "loss": 20.5403, |
| "mean_token_accuracy": 0.7425415780395269, |
| "num_tokens": 15217342.0, |
| "step": 460 |
| }, |
| { |
| "entropy": 1.1514527130872012, |
| "epoch": 0.752, |
| "grad_norm": 16.75, |
| "learning_rate": 1.874814814814815e-05, |
| "loss": 19.9152, |
| "mean_token_accuracy": 0.7488316483795643, |
| "num_tokens": 15547710.0, |
| "step": 470 |
| }, |
| { |
| "entropy": 1.2158014349639417, |
| "epoch": 0.768, |
| "grad_norm": 21.375, |
| "learning_rate": 1.8674074074074075e-05, |
| "loss": 21.052, |
| "mean_token_accuracy": 0.7373728647828102, |
| "num_tokens": 15877177.0, |
| "step": 480 |
| }, |
| { |
| "entropy": 1.1517657596617936, |
| "epoch": 0.784, |
| "grad_norm": 16.125, |
| "learning_rate": 1.86e-05, |
| "loss": 19.9164, |
| "mean_token_accuracy": 0.7503607623279095, |
| "num_tokens": 16219640.0, |
| "step": 490 |
| }, |
| { |
| "entropy": 1.180898468568921, |
| "epoch": 0.8, |
| "grad_norm": 21.75, |
| "learning_rate": 1.8525925925925928e-05, |
| "loss": 20.3875, |
| "mean_token_accuracy": 0.7441588096320629, |
| "num_tokens": 16548261.0, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_biology_entropy": 3.2802926797866823, |
| "eval_biology_loss": 3.785775899887085, |
| "eval_biology_mean_token_accuracy": 0.4522908911705017, |
| "eval_biology_num_tokens": 16548261.0, |
| "eval_biology_runtime": 58.1484, |
| "eval_biology_samples_per_second": 8.599, |
| "eval_biology_steps_per_second": 2.15, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_chemistry_entropy": 1.712562572002411, |
| "eval_chemistry_loss": 1.8553112745285034, |
| "eval_chemistry_mean_token_accuracy": 0.6659346613883972, |
| "eval_chemistry_num_tokens": 16548261.0, |
| "eval_chemistry_runtime": 71.5095, |
| "eval_chemistry_samples_per_second": 6.992, |
| "eval_chemistry_steps_per_second": 1.748, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_math_entropy": 1.1794157824516296, |
| "eval_math_loss": 1.5209077596664429, |
| "eval_math_mean_token_accuracy": 0.7121200709342956, |
| "eval_math_num_tokens": 16548261.0, |
| "eval_math_runtime": 74.5115, |
| "eval_math_samples_per_second": 6.71, |
| "eval_math_steps_per_second": 1.678, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.8, |
| "eval_physics_entropy": 1.1884380350112915, |
| "eval_physics_loss": 1.2718405723571777, |
| "eval_physics_mean_token_accuracy": 0.742140392780304, |
| "eval_physics_num_tokens": 16548261.0, |
| "eval_physics_runtime": 85.7525, |
| "eval_physics_samples_per_second": 5.831, |
| "eval_physics_steps_per_second": 1.458, |
| "step": 500 |
| }, |
| { |
| "entropy": 1.167030330747366, |
| "epoch": 0.816, |
| "grad_norm": 18.625, |
| "learning_rate": 1.8451851851851855e-05, |
| "loss": 20.2717, |
| "mean_token_accuracy": 0.7453148473054171, |
| "num_tokens": 16870533.0, |
| "step": 510 |
| }, |
| { |
| "entropy": 1.1830362804234027, |
| "epoch": 0.832, |
| "grad_norm": 21.25, |
| "learning_rate": 1.8377777777777778e-05, |
| "loss": 20.3805, |
| "mean_token_accuracy": 0.743823428824544, |
| "num_tokens": 17196371.0, |
| "step": 520 |
| }, |
| { |
| "entropy": 1.1646822672337294, |
| "epoch": 0.848, |
| "grad_norm": 16.375, |
| "learning_rate": 1.8303703703703704e-05, |
| "loss": 20.0962, |
| "mean_token_accuracy": 0.7472099754959345, |
| "num_tokens": 17527066.0, |
| "step": 530 |
| }, |
| { |
| "entropy": 1.1752454269677401, |
| "epoch": 0.864, |
| "grad_norm": 17.875, |
| "learning_rate": 1.822962962962963e-05, |
| "loss": 20.2686, |
| "mean_token_accuracy": 0.7448990754783154, |
| "num_tokens": 17859605.0, |
| "step": 540 |
| }, |
| { |
| "entropy": 1.1999774873256683, |
| "epoch": 0.88, |
| "grad_norm": 20.25, |
| "learning_rate": 1.8155555555555557e-05, |
| "loss": 20.6029, |
| "mean_token_accuracy": 0.7425056725740433, |
| "num_tokens": 18187315.0, |
| "step": 550 |
| }, |
| { |
| "entropy": 1.1115015875548124, |
| "epoch": 0.896, |
| "grad_norm": 16.75, |
| "learning_rate": 1.8081481481481484e-05, |
| "loss": 19.1904, |
| "mean_token_accuracy": 0.755654676631093, |
| "num_tokens": 18536790.0, |
| "step": 560 |
| }, |
| { |
| "entropy": 1.1791554648429154, |
| "epoch": 0.912, |
| "grad_norm": 19.5, |
| "learning_rate": 1.800740740740741e-05, |
| "loss": 20.3039, |
| "mean_token_accuracy": 0.7430271036922932, |
| "num_tokens": 18869344.0, |
| "step": 570 |
| }, |
| { |
| "entropy": 1.160981795936823, |
| "epoch": 0.928, |
| "grad_norm": 24.0, |
| "learning_rate": 1.7933333333333333e-05, |
| "loss": 20.2025, |
| "mean_token_accuracy": 0.7445277851074934, |
| "num_tokens": 19199834.0, |
| "step": 580 |
| }, |
| { |
| "entropy": 1.1458067331463098, |
| "epoch": 0.944, |
| "grad_norm": 20.875, |
| "learning_rate": 1.785925925925926e-05, |
| "loss": 19.7237, |
| "mean_token_accuracy": 0.7498494196683169, |
| "num_tokens": 19525385.0, |
| "step": 590 |
| }, |
| { |
| "entropy": 1.1434341490268707, |
| "epoch": 0.96, |
| "grad_norm": 22.0, |
| "learning_rate": 1.7785185185185186e-05, |
| "loss": 19.8511, |
| "mean_token_accuracy": 0.7467116083949804, |
| "num_tokens": 19856973.0, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_biology_entropy": 3.09391410446167, |
| "eval_biology_loss": 3.76809024810791, |
| "eval_biology_mean_token_accuracy": 0.4543556985855103, |
| "eval_biology_num_tokens": 19856973.0, |
| "eval_biology_runtime": 57.6512, |
| "eval_biology_samples_per_second": 8.673, |
| "eval_biology_steps_per_second": 2.168, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_chemistry_entropy": 1.6207774982452392, |
| "eval_chemistry_loss": 1.829699993133545, |
| "eval_chemistry_mean_token_accuracy": 0.6696915452480316, |
| "eval_chemistry_num_tokens": 19856973.0, |
| "eval_chemistry_runtime": 71.7673, |
| "eval_chemistry_samples_per_second": 6.967, |
| "eval_chemistry_steps_per_second": 1.742, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_math_entropy": 1.1423851866722108, |
| "eval_math_loss": 1.512243390083313, |
| "eval_math_mean_token_accuracy": 0.7139626431465149, |
| "eval_math_num_tokens": 19856973.0, |
| "eval_math_runtime": 74.6709, |
| "eval_math_samples_per_second": 6.696, |
| "eval_math_steps_per_second": 1.674, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.96, |
| "eval_physics_entropy": 1.139296302318573, |
| "eval_physics_loss": 1.2478581666946411, |
| "eval_physics_mean_token_accuracy": 0.7462703113555909, |
| "eval_physics_num_tokens": 19856973.0, |
| "eval_physics_runtime": 85.2751, |
| "eval_physics_samples_per_second": 5.863, |
| "eval_physics_steps_per_second": 1.466, |
| "step": 600 |
| }, |
| { |
| "entropy": 1.147014268860221, |
| "epoch": 0.976, |
| "grad_norm": 20.875, |
| "learning_rate": 1.7711111111111113e-05, |
| "loss": 19.8475, |
| "mean_token_accuracy": 0.7499787386506795, |
| "num_tokens": 20190600.0, |
| "step": 610 |
| }, |
| { |
| "entropy": 1.1680770445615054, |
| "epoch": 0.992, |
| "grad_norm": 19.75, |
| "learning_rate": 1.763703703703704e-05, |
| "loss": 20.112, |
| "mean_token_accuracy": 0.7469341777265072, |
| "num_tokens": 20518014.0, |
| "step": 620 |
| }, |
| { |
| "entropy": 1.1299722768366336, |
| "epoch": 1.008, |
| "grad_norm": 20.375, |
| "learning_rate": 1.7562962962962962e-05, |
| "loss": 19.3733, |
| "mean_token_accuracy": 0.7531220152974129, |
| "num_tokens": 20859215.0, |
| "step": 630 |
| }, |
| { |
| "entropy": 1.1239742942154407, |
| "epoch": 1.024, |
| "grad_norm": 20.25, |
| "learning_rate": 1.7488888888888892e-05, |
| "loss": 19.6045, |
| "mean_token_accuracy": 0.7504096325486899, |
| "num_tokens": 21186658.0, |
| "step": 640 |
| }, |
| { |
| "entropy": 1.1457833401858806, |
| "epoch": 1.04, |
| "grad_norm": 18.125, |
| "learning_rate": 1.7414814814814815e-05, |
| "loss": 19.5576, |
| "mean_token_accuracy": 0.7513953182846308, |
| "num_tokens": 21517237.0, |
| "step": 650 |
| }, |
| { |
| "entropy": 1.0998740132898093, |
| "epoch": 1.056, |
| "grad_norm": 18.625, |
| "learning_rate": 1.7340740740740742e-05, |
| "loss": 19.212, |
| "mean_token_accuracy": 0.7547836307436228, |
| "num_tokens": 21852528.0, |
| "step": 660 |
| }, |
| { |
| "entropy": 1.1379598241299391, |
| "epoch": 1.072, |
| "grad_norm": 16.625, |
| "learning_rate": 1.726666666666667e-05, |
| "loss": 19.5156, |
| "mean_token_accuracy": 0.7515444949269294, |
| "num_tokens": 22192380.0, |
| "step": 670 |
| }, |
| { |
| "entropy": 1.1368626669049262, |
| "epoch": 1.088, |
| "grad_norm": 22.5, |
| "learning_rate": 1.7192592592592595e-05, |
| "loss": 19.7833, |
| "mean_token_accuracy": 0.7488166857510805, |
| "num_tokens": 22517971.0, |
| "step": 680 |
| }, |
| { |
| "entropy": 1.1213505759835243, |
| "epoch": 1.104, |
| "grad_norm": 17.625, |
| "learning_rate": 1.711851851851852e-05, |
| "loss": 19.3223, |
| "mean_token_accuracy": 0.7535126812756061, |
| "num_tokens": 22848694.0, |
| "step": 690 |
| }, |
| { |
| "entropy": 1.1373495645821095, |
| "epoch": 1.12, |
| "grad_norm": 18.125, |
| "learning_rate": 1.7044444444444445e-05, |
| "loss": 19.7462, |
| "mean_token_accuracy": 0.7481394957751035, |
| "num_tokens": 23183889.0, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_biology_entropy": 3.119599843978882, |
| "eval_biology_loss": 3.7430577278137207, |
| "eval_biology_mean_token_accuracy": 0.45569487643241885, |
| "eval_biology_num_tokens": 23183889.0, |
| "eval_biology_runtime": 57.756, |
| "eval_biology_samples_per_second": 8.657, |
| "eval_biology_steps_per_second": 2.164, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_chemistry_entropy": 1.62452432012558, |
| "eval_chemistry_loss": 1.812204360961914, |
| "eval_chemistry_mean_token_accuracy": 0.67113920378685, |
| "eval_chemistry_num_tokens": 23183889.0, |
| "eval_chemistry_runtime": 72.0304, |
| "eval_chemistry_samples_per_second": 6.942, |
| "eval_chemistry_steps_per_second": 1.735, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_math_entropy": 1.1421763606071471, |
| "eval_math_loss": 1.4993647336959839, |
| "eval_math_mean_token_accuracy": 0.715766981601715, |
| "eval_math_num_tokens": 23183889.0, |
| "eval_math_runtime": 75.1797, |
| "eval_math_samples_per_second": 6.651, |
| "eval_math_steps_per_second": 1.663, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.12, |
| "eval_physics_entropy": 1.137205484867096, |
| "eval_physics_loss": 1.2303540706634521, |
| "eval_physics_mean_token_accuracy": 0.7483545050621033, |
| "eval_physics_num_tokens": 23183889.0, |
| "eval_physics_runtime": 85.8421, |
| "eval_physics_samples_per_second": 5.825, |
| "eval_physics_steps_per_second": 1.456, |
| "step": 700 |
| }, |
| { |
| "entropy": 1.100171994790435, |
| "epoch": 1.1360000000000001, |
| "grad_norm": 18.375, |
| "learning_rate": 1.697037037037037e-05, |
| "loss": 18.9149, |
| "mean_token_accuracy": 0.7582110617309809, |
| "num_tokens": 23523903.0, |
| "step": 710 |
| }, |
| { |
| "entropy": 1.106547114998102, |
| "epoch": 1.152, |
| "grad_norm": 20.25, |
| "learning_rate": 1.6896296296296298e-05, |
| "loss": 19.3555, |
| "mean_token_accuracy": 0.755762941762805, |
| "num_tokens": 23848848.0, |
| "step": 720 |
| }, |
| { |
| "entropy": 1.1538855239748955, |
| "epoch": 1.168, |
| "grad_norm": 19.375, |
| "learning_rate": 1.6822222222222224e-05, |
| "loss": 19.7298, |
| "mean_token_accuracy": 0.748001191392541, |
| "num_tokens": 24174589.0, |
| "step": 730 |
| }, |
| { |
| "entropy": 1.1084443144500256, |
| "epoch": 1.184, |
| "grad_norm": 21.125, |
| "learning_rate": 1.6748148148148147e-05, |
| "loss": 19.4071, |
| "mean_token_accuracy": 0.7534149281680584, |
| "num_tokens": 24495981.0, |
| "step": 740 |
| }, |
| { |
| "entropy": 1.1029753223061562, |
| "epoch": 1.2, |
| "grad_norm": 18.25, |
| "learning_rate": 1.6674074074074077e-05, |
| "loss": 18.9968, |
| "mean_token_accuracy": 0.7581038322299719, |
| "num_tokens": 24826245.0, |
| "step": 750 |
| }, |
| { |
| "entropy": 1.1198973149061202, |
| "epoch": 1.216, |
| "grad_norm": 22.5, |
| "learning_rate": 1.66e-05, |
| "loss": 19.4468, |
| "mean_token_accuracy": 0.75144985280931, |
| "num_tokens": 25147775.0, |
| "step": 760 |
| }, |
| { |
| "entropy": 1.1077666085213422, |
| "epoch": 1.232, |
| "grad_norm": 21.5, |
| "learning_rate": 1.6525925925925927e-05, |
| "loss": 19.2235, |
| "mean_token_accuracy": 0.7555838622152805, |
| "num_tokens": 25480033.0, |
| "step": 770 |
| }, |
| { |
| "entropy": 1.1241751793771981, |
| "epoch": 1.248, |
| "grad_norm": 21.5, |
| "learning_rate": 1.6451851851851853e-05, |
| "loss": 19.354, |
| "mean_token_accuracy": 0.754213061928749, |
| "num_tokens": 25811978.0, |
| "step": 780 |
| }, |
| { |
| "entropy": 1.1038431864231826, |
| "epoch": 1.264, |
| "grad_norm": 20.75, |
| "learning_rate": 1.637777777777778e-05, |
| "loss": 19.1684, |
| "mean_token_accuracy": 0.7550360012799502, |
| "num_tokens": 26146299.0, |
| "step": 790 |
| }, |
| { |
| "entropy": 1.154108800366521, |
| "epoch": 1.28, |
| "grad_norm": 20.25, |
| "learning_rate": 1.6303703703703706e-05, |
| "loss": 19.8371, |
| "mean_token_accuracy": 0.7468210935592652, |
| "num_tokens": 26478207.0, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_biology_entropy": 3.1355883588790894, |
| "eval_biology_loss": 3.745408773422241, |
| "eval_biology_mean_token_accuracy": 0.45794152569770813, |
| "eval_biology_num_tokens": 26478207.0, |
| "eval_biology_runtime": 57.5193, |
| "eval_biology_samples_per_second": 8.693, |
| "eval_biology_steps_per_second": 2.173, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_chemistry_entropy": 1.6176510167121887, |
| "eval_chemistry_loss": 1.7935805320739746, |
| "eval_chemistry_mean_token_accuracy": 0.6746818594932557, |
| "eval_chemistry_num_tokens": 26478207.0, |
| "eval_chemistry_runtime": 72.1166, |
| "eval_chemistry_samples_per_second": 6.933, |
| "eval_chemistry_steps_per_second": 1.733, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_math_entropy": 1.1283973746299745, |
| "eval_math_loss": 1.4904797077178955, |
| "eval_math_mean_token_accuracy": 0.7178232269287109, |
| "eval_math_num_tokens": 26478207.0, |
| "eval_math_runtime": 75.0358, |
| "eval_math_samples_per_second": 6.663, |
| "eval_math_steps_per_second": 1.666, |
| "step": 800 |
| }, |
| { |
| "epoch": 1.28, |
| "eval_physics_entropy": 1.1170437216758728, |
| "eval_physics_loss": 1.2174808979034424, |
| "eval_physics_mean_token_accuracy": 0.7503818984031677, |
| "eval_physics_num_tokens": 26478207.0, |
| "eval_physics_runtime": 85.6504, |
| "eval_physics_samples_per_second": 5.838, |
| "eval_physics_steps_per_second": 1.459, |
| "step": 800 |
| }, |
| { |
| "entropy": 1.0819556184113026, |
| "epoch": 1.296, |
| "grad_norm": 21.875, |
| "learning_rate": 1.622962962962963e-05, |
| "loss": 18.8799, |
| "mean_token_accuracy": 0.759453434124589, |
| "num_tokens": 26806477.0, |
| "step": 810 |
| }, |
| { |
| "entropy": 1.1482679098844528, |
| "epoch": 1.312, |
| "grad_norm": 21.875, |
| "learning_rate": 1.6155555555555556e-05, |
| "loss": 19.6809, |
| "mean_token_accuracy": 0.7498604208230972, |
| "num_tokens": 27137528.0, |
| "step": 820 |
| }, |
| { |
| "entropy": 1.1160907682031393, |
| "epoch": 1.328, |
| "grad_norm": 24.25, |
| "learning_rate": 1.6081481481481482e-05, |
| "loss": 19.4066, |
| "mean_token_accuracy": 0.7520301517099142, |
| "num_tokens": 27465859.0, |
| "step": 830 |
| }, |
| { |
| "entropy": 1.1234158642590046, |
| "epoch": 1.3439999999999999, |
| "grad_norm": 21.875, |
| "learning_rate": 1.600740740740741e-05, |
| "loss": 19.5899, |
| "mean_token_accuracy": 0.7511072501540184, |
| "num_tokens": 27795568.0, |
| "step": 840 |
| }, |
| { |
| "entropy": 1.138951735943556, |
| "epoch": 1.3599999999999999, |
| "grad_norm": 20.875, |
| "learning_rate": 1.5933333333333336e-05, |
| "loss": 19.5108, |
| "mean_token_accuracy": 0.7510471243411303, |
| "num_tokens": 28129988.0, |
| "step": 850 |
| }, |
| { |
| "entropy": 1.0953974552452563, |
| "epoch": 1.376, |
| "grad_norm": 23.625, |
| "learning_rate": 1.5859259259259262e-05, |
| "loss": 19.0035, |
| "mean_token_accuracy": 0.7561734985560179, |
| "num_tokens": 28465903.0, |
| "step": 860 |
| }, |
| { |
| "entropy": 1.0946024935692549, |
| "epoch": 1.392, |
| "grad_norm": 21.375, |
| "learning_rate": 1.5785185185185185e-05, |
| "loss": 18.8209, |
| "mean_token_accuracy": 0.7587534476071596, |
| "num_tokens": 28801554.0, |
| "step": 870 |
| }, |
| { |
| "entropy": 1.085593356192112, |
| "epoch": 1.408, |
| "grad_norm": 19.5, |
| "learning_rate": 1.571111111111111e-05, |
| "loss": 18.9846, |
| "mean_token_accuracy": 0.7570537071675062, |
| "num_tokens": 29125114.0, |
| "step": 880 |
| }, |
| { |
| "entropy": 1.1382916759699584, |
| "epoch": 1.424, |
| "grad_norm": 18.25, |
| "learning_rate": 1.5637037037037038e-05, |
| "loss": 19.6386, |
| "mean_token_accuracy": 0.7486919555813074, |
| "num_tokens": 29454334.0, |
| "step": 890 |
| }, |
| { |
| "entropy": 1.0628450240939855, |
| "epoch": 1.44, |
| "grad_norm": 19.875, |
| "learning_rate": 1.5562962962962965e-05, |
| "loss": 18.4404, |
| "mean_token_accuracy": 0.7623223628848791, |
| "num_tokens": 29789253.0, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_biology_entropy": 3.1081992044448854, |
| "eval_biology_loss": 3.7266616821289062, |
| "eval_biology_mean_token_accuracy": 0.45933370518684385, |
| "eval_biology_num_tokens": 29789253.0, |
| "eval_biology_runtime": 58.0106, |
| "eval_biology_samples_per_second": 8.619, |
| "eval_biology_steps_per_second": 2.155, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_chemistry_entropy": 1.5958426017761231, |
| "eval_chemistry_loss": 1.7839316129684448, |
| "eval_chemistry_mean_token_accuracy": 0.675512980222702, |
| "eval_chemistry_num_tokens": 29789253.0, |
| "eval_chemistry_runtime": 71.9545, |
| "eval_chemistry_samples_per_second": 6.949, |
| "eval_chemistry_steps_per_second": 1.737, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_math_entropy": 1.1177569427490235, |
| "eval_math_loss": 1.485580563545227, |
| "eval_math_mean_token_accuracy": 0.7180696530342102, |
| "eval_math_num_tokens": 29789253.0, |
| "eval_math_runtime": 75.2492, |
| "eval_math_samples_per_second": 6.645, |
| "eval_math_steps_per_second": 1.661, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.44, |
| "eval_physics_entropy": 1.1015179448127748, |
| "eval_physics_loss": 1.20570707321167, |
| "eval_physics_mean_token_accuracy": 0.7521858010292053, |
| "eval_physics_num_tokens": 29789253.0, |
| "eval_physics_runtime": 86.0235, |
| "eval_physics_samples_per_second": 5.812, |
| "eval_physics_steps_per_second": 1.453, |
| "step": 900 |
| }, |
| { |
| "entropy": 1.0630920186638833, |
| "epoch": 1.456, |
| "grad_norm": 16.875, |
| "learning_rate": 1.548888888888889e-05, |
| "loss": 18.4751, |
| "mean_token_accuracy": 0.7624705236405134, |
| "num_tokens": 30128576.0, |
| "step": 910 |
| }, |
| { |
| "entropy": 1.1466537602245808, |
| "epoch": 1.472, |
| "grad_norm": 21.625, |
| "learning_rate": 1.5414814814814814e-05, |
| "loss": 19.847, |
| "mean_token_accuracy": 0.7475753095000982, |
| "num_tokens": 30452719.0, |
| "step": 920 |
| }, |
| { |
| "entropy": 1.116706547141075, |
| "epoch": 1.488, |
| "grad_norm": 18.75, |
| "learning_rate": 1.5340740740740744e-05, |
| "loss": 19.3164, |
| "mean_token_accuracy": 0.7528045650571584, |
| "num_tokens": 30782343.0, |
| "step": 930 |
| }, |
| { |
| "entropy": 1.0954343430697917, |
| "epoch": 1.504, |
| "grad_norm": 18.75, |
| "learning_rate": 1.5266666666666667e-05, |
| "loss": 18.8761, |
| "mean_token_accuracy": 0.7587096191942692, |
| "num_tokens": 31113238.0, |
| "step": 940 |
| }, |
| { |
| "entropy": 1.1062404930591583, |
| "epoch": 1.52, |
| "grad_norm": 20.625, |
| "learning_rate": 1.5192592592592594e-05, |
| "loss": 19.2361, |
| "mean_token_accuracy": 0.7530912421643734, |
| "num_tokens": 31444589.0, |
| "step": 950 |
| }, |
| { |
| "entropy": 1.1350872155278922, |
| "epoch": 1.536, |
| "grad_norm": 22.125, |
| "learning_rate": 1.5118518518518519e-05, |
| "loss": 19.5966, |
| "mean_token_accuracy": 0.7506488811224699, |
| "num_tokens": 31774137.0, |
| "step": 960 |
| }, |
| { |
| "entropy": 1.0756664339452982, |
| "epoch": 1.552, |
| "grad_norm": 22.375, |
| "learning_rate": 1.5044444444444445e-05, |
| "loss": 18.6153, |
| "mean_token_accuracy": 0.760128814727068, |
| "num_tokens": 32101776.0, |
| "step": 970 |
| }, |
| { |
| "entropy": 1.075929443538189, |
| "epoch": 1.568, |
| "grad_norm": 20.5, |
| "learning_rate": 1.497037037037037e-05, |
| "loss": 18.6699, |
| "mean_token_accuracy": 0.7611421547830105, |
| "num_tokens": 32428021.0, |
| "step": 980 |
| }, |
| { |
| "entropy": 1.1277167603373528, |
| "epoch": 1.584, |
| "grad_norm": 21.875, |
| "learning_rate": 1.4896296296296298e-05, |
| "loss": 19.5224, |
| "mean_token_accuracy": 0.749526159465313, |
| "num_tokens": 32752735.0, |
| "step": 990 |
| }, |
| { |
| "entropy": 1.1047262009233236, |
| "epoch": 1.6, |
| "grad_norm": 19.375, |
| "learning_rate": 1.4822222222222225e-05, |
| "loss": 19.3018, |
| "mean_token_accuracy": 0.7532294802367687, |
| "num_tokens": 33075822.0, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_biology_entropy": 3.1174922523498534, |
| "eval_biology_loss": 3.690537691116333, |
| "eval_biology_mean_token_accuracy": 0.46170222663879396, |
| "eval_biology_num_tokens": 33075822.0, |
| "eval_biology_runtime": 57.7123, |
| "eval_biology_samples_per_second": 8.664, |
| "eval_biology_steps_per_second": 2.166, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_chemistry_entropy": 1.6017069320678712, |
| "eval_chemistry_loss": 1.7750109434127808, |
| "eval_chemistry_mean_token_accuracy": 0.6766609756946563, |
| "eval_chemistry_num_tokens": 33075822.0, |
| "eval_chemistry_runtime": 71.5342, |
| "eval_chemistry_samples_per_second": 6.99, |
| "eval_chemistry_steps_per_second": 1.747, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_math_entropy": 1.1217774868011474, |
| "eval_math_loss": 1.4800317287445068, |
| "eval_math_mean_token_accuracy": 0.7193166851997376, |
| "eval_math_num_tokens": 33075822.0, |
| "eval_math_runtime": 75.3052, |
| "eval_math_samples_per_second": 6.64, |
| "eval_math_steps_per_second": 1.66, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.6, |
| "eval_physics_entropy": 1.0995629110336305, |
| "eval_physics_loss": 1.1977922916412354, |
| "eval_physics_mean_token_accuracy": 0.7535692925453186, |
| "eval_physics_num_tokens": 33075822.0, |
| "eval_physics_runtime": 85.6367, |
| "eval_physics_samples_per_second": 5.839, |
| "eval_physics_steps_per_second": 1.46, |
| "step": 1000 |
| } |
| ], |
| "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": 3.3005113980506685e+18, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
