{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 565, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 0.3933267489075661, "epoch": 0.08888888888888889, "grad_norm": 19.091772079467773, "learning_rate": 2e-05, "loss": 4.2829, "mean_token_accuracy": 0.5681655570864678, "num_tokens": 29409.0, "step": 10 }, { "entropy": 0.7650148034095764, "epoch": 0.17777777777777778, "grad_norm": 3.8214948177337646, "learning_rate": 2e-05, "loss": 1.9461, "mean_token_accuracy": 0.6879387736320496, "num_tokens": 58827.0, "step": 20 }, { "entropy": 1.1828202903270721, "epoch": 0.26666666666666666, "grad_norm": 2.6364810466766357, "learning_rate": 2e-05, "loss": 1.4227, "mean_token_accuracy": 0.7338245347142219, "num_tokens": 88299.0, "step": 30 }, { "entropy": 1.134617891907692, "epoch": 0.35555555555555557, "grad_norm": 1.9795665740966797, "learning_rate": 2e-05, "loss": 1.1307, "mean_token_accuracy": 0.7887017637491226, "num_tokens": 117759.0, "step": 40 }, { "entropy": 0.877768449485302, "epoch": 0.4444444444444444, "grad_norm": 1.8397494554519653, "learning_rate": 2e-05, "loss": 0.8535, "mean_token_accuracy": 0.8351033940911293, "num_tokens": 147140.0, "step": 50 }, { "entropy": 0.587233804166317, "epoch": 0.5333333333333333, "grad_norm": 1.7626832723617554, "learning_rate": 2e-05, "loss": 0.5781, "mean_token_accuracy": 0.8860435307025909, "num_tokens": 176659.0, "step": 60 }, { "entropy": 0.3405880033969879, "epoch": 0.6222222222222222, "grad_norm": 1.520534634590149, "learning_rate": 2e-05, "loss": 0.3419, "mean_token_accuracy": 0.9315642505884171, "num_tokens": 206147.0, "step": 70 }, { "entropy": 0.19235755391418935, "epoch": 0.7111111111111111, "grad_norm": 1.268977403640747, "learning_rate": 2e-05, "loss": 0.1858, "mean_token_accuracy": 0.9728681713342666, "num_tokens": 235603.0, "step": 80 }, { "entropy": 0.11804858762770891, "epoch": 0.8, "grad_norm": 0.781975269317627, "learning_rate": 2e-05, "loss": 0.1064, "mean_token_accuracy": 0.9887924045324326, "num_tokens": 265047.0, "step": 90 }, { "entropy": 0.09983876422047615, "epoch": 0.8888888888888888, "grad_norm": 0.4874080419540405, "learning_rate": 2e-05, "loss": 0.0815, "mean_token_accuracy": 0.9895498856902123, "num_tokens": 294524.0, "step": 100 }, { "entropy": 0.08479245882481337, "epoch": 0.9777777777777777, "grad_norm": 0.3734425902366638, "learning_rate": 2e-05, "loss": 0.0768, "mean_token_accuracy": 0.9904760375618935, "num_tokens": 324032.0, "step": 110 }, { "entropy": 0.07308715611304108, "epoch": 1.0622222222222222, "grad_norm": 0.37292563915252686, "learning_rate": 2e-05, "loss": 0.0646, "mean_token_accuracy": 0.9918417679636102, "num_tokens": 351993.0, "step": 120 }, { "entropy": 0.06726833172142506, "epoch": 1.1511111111111112, "grad_norm": 0.5837728977203369, "learning_rate": 2e-05, "loss": 0.0625, "mean_token_accuracy": 0.9917700842022896, "num_tokens": 381506.0, "step": 130 }, { "entropy": 0.06390567375347019, "epoch": 1.24, "grad_norm": 0.3549947738647461, "learning_rate": 2e-05, "loss": 0.0606, "mean_token_accuracy": 0.9916005581617355, "num_tokens": 411017.0, "step": 140 }, { "entropy": 0.06265801694244147, "epoch": 1.3288888888888888, "grad_norm": 0.2998465597629547, "learning_rate": 2e-05, "loss": 0.0564, "mean_token_accuracy": 0.9918477952480316, "num_tokens": 440460.0, "step": 150 }, { "entropy": 0.060036468971520665, "epoch": 1.4177777777777778, "grad_norm": 0.5888973474502563, "learning_rate": 2e-05, "loss": 0.0557, "mean_token_accuracy": 0.9919296875596046, "num_tokens": 469970.0, "step": 160 }, { "entropy": 0.05825678938999772, "epoch": 1.5066666666666668, "grad_norm": 0.27591630816459656, "learning_rate": 2e-05, "loss": 0.0557, "mean_token_accuracy": 0.991797935962677, "num_tokens": 499471.0, "step": 170 }, { "entropy": 0.058804288040846586, "epoch": 1.5955555555555554, "grad_norm": 0.3655984401702881, "learning_rate": 2e-05, "loss": 0.0537, "mean_token_accuracy": 0.9921618834137916, "num_tokens": 528959.0, "step": 180 }, { "entropy": 0.05707454737275839, "epoch": 1.6844444444444444, "grad_norm": 0.3361314535140991, "learning_rate": 2e-05, "loss": 0.0514, "mean_token_accuracy": 0.9922538578510285, "num_tokens": 558384.0, "step": 190 }, { "entropy": 0.05885109649971128, "epoch": 1.7733333333333334, "grad_norm": 0.2926768958568573, "learning_rate": 2e-05, "loss": 0.0565, "mean_token_accuracy": 0.9916261032223701, "num_tokens": 587873.0, "step": 200 }, { "entropy": 0.05613070921972394, "epoch": 1.8622222222222222, "grad_norm": 0.2952570617198944, "learning_rate": 2e-05, "loss": 0.0495, "mean_token_accuracy": 0.9927162423729896, "num_tokens": 617263.0, "step": 210 }, { "entropy": 0.05452471813187003, "epoch": 1.951111111111111, "grad_norm": 0.2781422734260559, "learning_rate": 2e-05, "loss": 0.0503, "mean_token_accuracy": 0.9923128932714462, "num_tokens": 646673.0, "step": 220 }, { "entropy": 0.05329967241146063, "epoch": 2.0355555555555553, "grad_norm": 0.3413642942905426, "learning_rate": 2e-05, "loss": 0.0495, "mean_token_accuracy": 0.9925352836910047, "num_tokens": 674550.0, "step": 230 }, { "entropy": 0.055740222427994014, "epoch": 2.1244444444444444, "grad_norm": 0.3916967213153839, "learning_rate": 2e-05, "loss": 0.0494, "mean_token_accuracy": 0.992403993010521, "num_tokens": 704049.0, "step": 240 }, { "entropy": 0.05344773568212986, "epoch": 2.2133333333333334, "grad_norm": 0.41811126470565796, "learning_rate": 2e-05, "loss": 0.0458, "mean_token_accuracy": 0.9928064867854118, "num_tokens": 733527.0, "step": 250 }, { "entropy": 0.05095162307843566, "epoch": 2.3022222222222224, "grad_norm": 0.5080037117004395, "learning_rate": 2e-05, "loss": 0.0462, "mean_token_accuracy": 0.9926309958100319, "num_tokens": 762980.0, "step": 260 }, { "entropy": 0.05230198642238974, "epoch": 2.391111111111111, "grad_norm": 0.34135064482688904, "learning_rate": 2e-05, "loss": 0.047, "mean_token_accuracy": 0.9925719112157821, "num_tokens": 792457.0, "step": 270 }, { "entropy": 0.053009994141757485, "epoch": 2.48, "grad_norm": 0.261165976524353, "learning_rate": 2e-05, "loss": 0.044, "mean_token_accuracy": 0.9927724987268448, "num_tokens": 821928.0, "step": 280 }, { "entropy": 0.052336765173822644, "epoch": 2.568888888888889, "grad_norm": 0.2925412356853485, "learning_rate": 2e-05, "loss": 0.0459, "mean_token_accuracy": 0.9917180150747299, "num_tokens": 851523.0, "step": 290 }, { "entropy": 0.04876706637442112, "epoch": 2.6577777777777776, "grad_norm": 0.37404191493988037, "learning_rate": 2e-05, "loss": 0.0406, "mean_token_accuracy": 0.9927994713187218, "num_tokens": 880960.0, "step": 300 }, { "entropy": 0.051569243893027306, "epoch": 2.7466666666666666, "grad_norm": 0.33673104643821716, "learning_rate": 2e-05, "loss": 0.0408, "mean_token_accuracy": 0.9931992888450623, "num_tokens": 910363.0, "step": 310 }, { "entropy": 0.049042111821472646, "epoch": 2.8355555555555556, "grad_norm": 0.3380878269672394, "learning_rate": 2e-05, "loss": 0.0405, "mean_token_accuracy": 0.9932568341493606, "num_tokens": 939743.0, "step": 320 }, { "entropy": 0.04809595588594675, "epoch": 2.924444444444444, "grad_norm": 0.27717074751853943, "learning_rate": 2e-05, "loss": 0.0401, "mean_token_accuracy": 0.9928347066044807, "num_tokens": 969188.0, "step": 330 }, { "entropy": 0.047154336873638, "epoch": 3.008888888888889, "grad_norm": 0.26735636591911316, "learning_rate": 2e-05, "loss": 0.0388, "mean_token_accuracy": 0.9933515975349828, "num_tokens": 997173.0, "step": 340 }, { "entropy": 0.0476642238907516, "epoch": 3.097777777777778, "grad_norm": 0.3359168767929077, "learning_rate": 2e-05, "loss": 0.0405, "mean_token_accuracy": 0.9925565898418427, "num_tokens": 1026726.0, "step": 350 }, { "entropy": 0.04855702333152294, "epoch": 3.1866666666666665, "grad_norm": 0.29510918259620667, "learning_rate": 2e-05, "loss": 0.0364, "mean_token_accuracy": 0.993024954199791, "num_tokens": 1056268.0, "step": 360 }, { "entropy": 0.044791849609464404, "epoch": 3.2755555555555556, "grad_norm": 0.27017977833747864, "learning_rate": 2e-05, "loss": 0.0359, "mean_token_accuracy": 0.9939059600234031, "num_tokens": 1085652.0, "step": 370 }, { "entropy": 0.045806001592427495, "epoch": 3.3644444444444446, "grad_norm": 0.2858346700668335, "learning_rate": 2e-05, "loss": 0.036, "mean_token_accuracy": 0.9928093075752258, "num_tokens": 1115142.0, "step": 380 }, { "entropy": 0.04463256490416825, "epoch": 3.453333333333333, "grad_norm": 0.3520112931728363, "learning_rate": 2e-05, "loss": 0.0362, "mean_token_accuracy": 0.9932136535644531, "num_tokens": 1144607.0, "step": 390 }, { "entropy": 0.04314003074541688, "epoch": 3.542222222222222, "grad_norm": 0.3692231774330139, "learning_rate": 2e-05, "loss": 0.0353, "mean_token_accuracy": 0.9933312207460403, "num_tokens": 1173996.0, "step": 400 }, { "entropy": 0.0454170742072165, "epoch": 3.631111111111111, "grad_norm": 0.23268748819828033, "learning_rate": 2e-05, "loss": 0.0342, "mean_token_accuracy": 0.9934337288141251, "num_tokens": 1203400.0, "step": 410 }, { "entropy": 0.043088483065366744, "epoch": 3.7199999999999998, "grad_norm": 0.40086743235588074, "learning_rate": 2e-05, "loss": 0.0363, "mean_token_accuracy": 0.9924963280558586, "num_tokens": 1232863.0, "step": 420 }, { "entropy": 0.042456195782870056, "epoch": 3.8088888888888888, "grad_norm": 0.30352523922920227, "learning_rate": 2e-05, "loss": 0.035, "mean_token_accuracy": 0.9930051982402801, "num_tokens": 1262316.0, "step": 430 }, { "entropy": 0.04498578486964107, "epoch": 3.897777777777778, "grad_norm": 0.2815539836883545, "learning_rate": 2e-05, "loss": 0.0337, "mean_token_accuracy": 0.9933026045560837, "num_tokens": 1291738.0, "step": 440 }, { "entropy": 0.04180623982101679, "epoch": 3.986666666666667, "grad_norm": 0.4016154706478119, "learning_rate": 2e-05, "loss": 0.0335, "mean_token_accuracy": 0.9940232038497925, "num_tokens": 1321198.0, "step": 450 }, { "entropy": 0.040797956140809936, "epoch": 4.071111111111111, "grad_norm": 0.3967713415622711, "learning_rate": 2e-05, "loss": 0.0303, "mean_token_accuracy": 0.9949048961463728, "num_tokens": 1349259.0, "step": 460 }, { "entropy": 0.041362932836636904, "epoch": 4.16, "grad_norm": 0.3272438943386078, "learning_rate": 2e-05, "loss": 0.0313, "mean_token_accuracy": 0.9941667526960373, "num_tokens": 1378731.0, "step": 470 }, { "entropy": 0.042792328353971246, "epoch": 4.248888888888889, "grad_norm": 0.34763824939727783, "learning_rate": 2e-05, "loss": 0.0321, "mean_token_accuracy": 0.9943796172738075, "num_tokens": 1408249.0, "step": 480 }, { "entropy": 0.042336183181032536, "epoch": 4.337777777777778, "grad_norm": 0.2802582383155823, "learning_rate": 2e-05, "loss": 0.0317, "mean_token_accuracy": 0.9944384515285491, "num_tokens": 1437770.0, "step": 490 }, { "entropy": 0.04013953167013824, "epoch": 4.426666666666667, "grad_norm": 0.31569746136665344, "learning_rate": 2e-05, "loss": 0.028, "mean_token_accuracy": 0.9952725186944008, "num_tokens": 1467204.0, "step": 500 }, { "entropy": 0.039097797218710185, "epoch": 4.515555555555555, "grad_norm": 0.33069005608558655, "learning_rate": 2e-05, "loss": 0.0312, "mean_token_accuracy": 0.9946726128458977, "num_tokens": 1496671.0, "step": 510 }, { "entropy": 0.03892837380990386, "epoch": 4.604444444444445, "grad_norm": 0.24601057171821594, "learning_rate": 2e-05, "loss": 0.0288, "mean_token_accuracy": 0.9946699410676956, "num_tokens": 1526129.0, "step": 520 }, { "entropy": 0.039517662627622484, "epoch": 4.693333333333333, "grad_norm": 0.2797907292842865, "learning_rate": 2e-05, "loss": 0.0294, "mean_token_accuracy": 0.9946090206503868, "num_tokens": 1555591.0, "step": 530 }, { "entropy": 0.039668824058026075, "epoch": 4.782222222222222, "grad_norm": 0.2804340422153473, "learning_rate": 2e-05, "loss": 0.0286, "mean_token_accuracy": 0.9947286590933799, "num_tokens": 1584969.0, "step": 540 }, { "entropy": 0.038332745106890796, "epoch": 4.871111111111111, "grad_norm": 0.22508393228054047, "learning_rate": 2e-05, "loss": 0.0298, "mean_token_accuracy": 0.9944633066654205, "num_tokens": 1614402.0, "step": 550 }, { "entropy": 0.03850612454116344, "epoch": 4.96, "grad_norm": 0.29442259669303894, "learning_rate": 2e-05, "loss": 0.0263, "mean_token_accuracy": 0.9948647573590279, "num_tokens": 1643824.0, "step": 560 } ], "logging_steps": 10, "max_steps": 904, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1035206563987200.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }