{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.2, "eval_steps": 100, "global_step": 500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "entropy": 0.3589675037190318, "epoch": 0.004, "grad_norm": 221.0, "learning_rate": 1.8e-07, "loss": 14.235, "mean_token_accuracy": 0.8023731399327516, "num_tokens": 89176.0, "step": 10 }, { "entropy": 0.381451623653993, "epoch": 0.008, "grad_norm": 251.0, "learning_rate": 3.8e-07, "loss": 16.438, "mean_token_accuracy": 0.7818928115069866, "num_tokens": 173886.0, "step": 20 }, { "entropy": 0.36998924349900336, "epoch": 0.012, "grad_norm": 284.0, "learning_rate": 5.800000000000001e-07, "loss": 15.3069, "mean_token_accuracy": 0.7961655277758837, "num_tokens": 258970.0, "step": 30 }, { "entropy": 0.3889644297771156, "epoch": 0.016, "grad_norm": 296.0, "learning_rate": 7.8e-07, "loss": 15.6587, "mean_token_accuracy": 0.7874974697828293, "num_tokens": 338352.0, "step": 40 }, { "entropy": 0.3830348197836429, "epoch": 0.02, "grad_norm": 330.0, "learning_rate": 9.800000000000001e-07, "loss": 15.0754, "mean_token_accuracy": 0.7973605334758759, "num_tokens": 424243.0, "step": 50 }, { "entropy": 0.40132593517191706, "epoch": 0.024, "grad_norm": 284.0, "learning_rate": 1.1800000000000001e-06, "loss": 15.9374, "mean_token_accuracy": 0.7853362146764994, "num_tokens": 505613.0, "step": 60 }, { "entropy": 0.41173397554084656, "epoch": 0.028, "grad_norm": 201.0, "learning_rate": 1.3800000000000001e-06, "loss": 15.1473, "mean_token_accuracy": 0.7896888509392739, "num_tokens": 584157.0, "step": 70 }, { "entropy": 0.4223371436353773, "epoch": 0.032, "grad_norm": 164.0, "learning_rate": 1.5800000000000001e-06, "loss": 13.7069, "mean_token_accuracy": 0.8018626874312759, "num_tokens": 671193.0, "step": 80 }, { "entropy": 0.4982604907825589, "epoch": 0.036, "grad_norm": 240.0, "learning_rate": 1.7800000000000001e-06, "loss": 14.6572, "mean_token_accuracy": 0.7824514407664538, "num_tokens": 753947.0, "step": 90 }, { "entropy": 0.4913600580766797, "epoch": 0.04, "grad_norm": 155.0, "learning_rate": 1.98e-06, "loss": 13.0149, "mean_token_accuracy": 0.8003234412521124, "num_tokens": 835868.0, "step": 100 }, { "epoch": 0.04, "eval_chemistry_entropy": 0.41473443768918516, "eval_chemistry_loss": 0.7713431119918823, "eval_chemistry_mean_token_accuracy": 0.8103395719528198, "eval_chemistry_num_tokens": 835868.0, "eval_chemistry_runtime": 53.7203, "eval_chemistry_samples_per_second": 9.307, "eval_chemistry_steps_per_second": 9.307, "step": 100 }, { "epoch": 0.04, "eval_physics_entropy": 0.5291771245449781, "eval_physics_loss": 0.8209348917007446, "eval_physics_mean_token_accuracy": 0.7944456633925437, "eval_physics_num_tokens": 835868.0, "eval_physics_runtime": 62.4292, "eval_physics_samples_per_second": 8.009, "eval_physics_steps_per_second": 8.009, "step": 100 }, { "entropy": 0.5052730706520379, "epoch": 0.044, "grad_norm": 132.0, "learning_rate": 2.1800000000000003e-06, "loss": 11.9999, "mean_token_accuracy": 0.807476469874382, "num_tokens": 917534.0, "step": 110 }, { "entropy": 0.5510593980550766, "epoch": 0.048, "grad_norm": 100.5, "learning_rate": 2.38e-06, "loss": 11.8438, "mean_token_accuracy": 0.8063667319715023, "num_tokens": 1001008.0, "step": 120 }, { "entropy": 0.59730707956478, "epoch": 0.052, "grad_norm": 87.5, "learning_rate": 2.5800000000000003e-06, "loss": 11.8941, "mean_token_accuracy": 0.8023553561419249, "num_tokens": 1085098.0, "step": 130 }, { "entropy": 0.6581894762814045, "epoch": 0.056, "grad_norm": 102.0, "learning_rate": 2.7800000000000005e-06, "loss": 12.6245, "mean_token_accuracy": 0.7945734079927206, "num_tokens": 1166615.0, "step": 140 }, { "entropy": 0.6519844191148877, "epoch": 0.06, "grad_norm": 70.5, "learning_rate": 2.9800000000000003e-06, "loss": 11.5194, "mean_token_accuracy": 0.8026637583971024, "num_tokens": 1248387.0, "step": 150 }, { "entropy": 0.7085968372412026, "epoch": 0.064, "grad_norm": 72.0, "learning_rate": 3.1800000000000005e-06, "loss": 12.4073, "mean_token_accuracy": 0.7906260795891284, "num_tokens": 1331208.0, "step": 160 }, { "entropy": 0.6624301395379006, "epoch": 0.068, "grad_norm": 66.5, "learning_rate": 3.3800000000000007e-06, "loss": 11.3744, "mean_token_accuracy": 0.8067036394029856, "num_tokens": 1416841.0, "step": 170 }, { "entropy": 0.664617495983839, "epoch": 0.072, "grad_norm": 70.5, "learning_rate": 3.58e-06, "loss": 11.3264, "mean_token_accuracy": 0.8068108163774014, "num_tokens": 1499449.0, "step": 180 }, { "entropy": 0.6721668383106589, "epoch": 0.076, "grad_norm": 70.5, "learning_rate": 3.7800000000000002e-06, "loss": 11.2874, "mean_token_accuracy": 0.8029039859771728, "num_tokens": 1585982.0, "step": 190 }, { "entropy": 0.6800463449209928, "epoch": 0.08, "grad_norm": 58.5, "learning_rate": 3.980000000000001e-06, "loss": 11.4959, "mean_token_accuracy": 0.8001787267625332, "num_tokens": 1667532.0, "step": 200 }, { "epoch": 0.08, "eval_chemistry_entropy": 0.579608644425869, "eval_chemistry_loss": 0.6572756171226501, "eval_chemistry_mean_token_accuracy": 0.8160659775733948, "eval_chemistry_num_tokens": 1667532.0, "eval_chemistry_runtime": 53.9736, "eval_chemistry_samples_per_second": 9.264, "eval_chemistry_steps_per_second": 9.264, "step": 200 }, { "epoch": 0.08, "eval_physics_entropy": 0.6811966061294079, "eval_physics_loss": 0.714818000793457, "eval_physics_mean_token_accuracy": 0.8037424722313881, "eval_physics_num_tokens": 1667532.0, "eval_physics_runtime": 62.6745, "eval_physics_samples_per_second": 7.978, "eval_physics_steps_per_second": 7.978, "step": 200 }, { "entropy": 0.6441303874365986, "epoch": 0.084, "grad_norm": 65.5, "learning_rate": 4.18e-06, "loss": 10.9679, "mean_token_accuracy": 0.8105842903256416, "num_tokens": 1750813.0, "step": 210 }, { "entropy": 0.7001293174922466, "epoch": 0.088, "grad_norm": 63.5, "learning_rate": 4.38e-06, "loss": 11.3739, "mean_token_accuracy": 0.8039855100214481, "num_tokens": 1835489.0, "step": 220 }, { "entropy": 0.7212686208076775, "epoch": 0.092, "grad_norm": 68.5, "learning_rate": 4.58e-06, "loss": 11.9056, "mean_token_accuracy": 0.7951413784176111, "num_tokens": 1915115.0, "step": 230 }, { "entropy": 0.6619318895973265, "epoch": 0.096, "grad_norm": 66.5, "learning_rate": 4.78e-06, "loss": 10.9428, "mean_token_accuracy": 0.8108693141490221, "num_tokens": 2007176.0, "step": 240 }, { "entropy": 0.6880421325564384, "epoch": 0.1, "grad_norm": 55.5, "learning_rate": 4.980000000000001e-06, "loss": 11.3231, "mean_token_accuracy": 0.8026650555431842, "num_tokens": 2088696.0, "step": 250 }, { "entropy": 0.7066576741635799, "epoch": 0.104, "grad_norm": 58.25, "learning_rate": 5.18e-06, "loss": 11.6232, "mean_token_accuracy": 0.799198641628027, "num_tokens": 2171335.0, "step": 260 }, { "entropy": 0.6949395652860403, "epoch": 0.108, "grad_norm": 69.5, "learning_rate": 5.380000000000001e-06, "loss": 11.2549, "mean_token_accuracy": 0.8055713165551424, "num_tokens": 2254168.0, "step": 270 }, { "entropy": 0.666729858610779, "epoch": 0.112, "grad_norm": 67.0, "learning_rate": 5.580000000000001e-06, "loss": 10.8193, "mean_token_accuracy": 0.8086711473762989, "num_tokens": 2342259.0, "step": 280 }, { "entropy": 0.6924487132579088, "epoch": 0.116, "grad_norm": 60.5, "learning_rate": 5.78e-06, "loss": 11.1656, "mean_token_accuracy": 0.8066085658967495, "num_tokens": 2426289.0, "step": 290 }, { "entropy": 0.7209857527166605, "epoch": 0.12, "grad_norm": 53.75, "learning_rate": 5.98e-06, "loss": 11.7716, "mean_token_accuracy": 0.7946148321032525, "num_tokens": 2504279.0, "step": 300 }, { "epoch": 0.12, "eval_chemistry_entropy": 0.6136138401329517, "eval_chemistry_loss": 0.6401469707489014, "eval_chemistry_mean_token_accuracy": 0.8167599263191223, "eval_chemistry_num_tokens": 2504279.0, "eval_chemistry_runtime": 53.6939, "eval_chemistry_samples_per_second": 9.312, "eval_chemistry_steps_per_second": 9.312, "step": 300 }, { "epoch": 0.12, "eval_physics_entropy": 0.678692765057087, "eval_physics_loss": 0.6855186820030212, "eval_physics_mean_token_accuracy": 0.8083885474801064, "eval_physics_num_tokens": 2504279.0, "eval_physics_runtime": 62.4413, "eval_physics_samples_per_second": 8.008, "eval_physics_steps_per_second": 8.008, "step": 300 }, { "entropy": 0.7016886103898287, "epoch": 0.124, "grad_norm": 51.0, "learning_rate": 6.18e-06, "loss": 11.5109, "mean_token_accuracy": 0.79740143828094, "num_tokens": 2583599.0, "step": 310 }, { "entropy": 0.6659886735491455, "epoch": 0.128, "grad_norm": 50.5, "learning_rate": 6.380000000000001e-06, "loss": 10.6687, "mean_token_accuracy": 0.8114107441157102, "num_tokens": 2663987.0, "step": 320 }, { "entropy": 0.6984131418168544, "epoch": 0.132, "grad_norm": 55.5, "learning_rate": 6.5800000000000005e-06, "loss": 11.5084, "mean_token_accuracy": 0.8018826052546502, "num_tokens": 2743933.0, "step": 330 }, { "entropy": 0.685006461199373, "epoch": 0.136, "grad_norm": 43.25, "learning_rate": 6.780000000000001e-06, "loss": 11.0885, "mean_token_accuracy": 0.8083073671907186, "num_tokens": 2829720.0, "step": 340 }, { "entropy": 0.6919135926291347, "epoch": 0.14, "grad_norm": 44.25, "learning_rate": 6.98e-06, "loss": 11.1629, "mean_token_accuracy": 0.8035723548382521, "num_tokens": 2915814.0, "step": 350 }, { "entropy": 0.6693393810652196, "epoch": 0.144, "grad_norm": 68.5, "learning_rate": 7.180000000000001e-06, "loss": 10.8935, "mean_token_accuracy": 0.8098476737737655, "num_tokens": 2997824.0, "step": 360 }, { "entropy": 0.6817218182608485, "epoch": 0.148, "grad_norm": 55.0, "learning_rate": 7.3800000000000005e-06, "loss": 10.9932, "mean_token_accuracy": 0.8062656305730342, "num_tokens": 3076422.0, "step": 370 }, { "entropy": 0.6472045814618468, "epoch": 0.152, "grad_norm": 48.5, "learning_rate": 7.58e-06, "loss": 10.5274, "mean_token_accuracy": 0.8134200550615788, "num_tokens": 3159946.0, "step": 380 }, { "entropy": 0.639185450039804, "epoch": 0.156, "grad_norm": 54.25, "learning_rate": 7.78e-06, "loss": 10.3706, "mean_token_accuracy": 0.8159802399575711, "num_tokens": 3247218.0, "step": 390 }, { "entropy": 0.6741150500252843, "epoch": 0.16, "grad_norm": 53.25, "learning_rate": 7.980000000000002e-06, "loss": 10.9071, "mean_token_accuracy": 0.8088992539793253, "num_tokens": 3330597.0, "step": 400 }, { "epoch": 0.16, "eval_chemistry_entropy": 0.6244144983887673, "eval_chemistry_loss": 0.6363974809646606, "eval_chemistry_mean_token_accuracy": 0.8181359567642212, "eval_chemistry_num_tokens": 3330597.0, "eval_chemistry_runtime": 53.6338, "eval_chemistry_samples_per_second": 9.322, "eval_chemistry_steps_per_second": 9.322, "step": 400 }, { "epoch": 0.16, "eval_physics_entropy": 0.6705876287817955, "eval_physics_loss": 0.6704522371292114, "eval_physics_mean_token_accuracy": 0.8111195236444473, "eval_physics_num_tokens": 3330597.0, "eval_physics_runtime": 62.3611, "eval_physics_samples_per_second": 8.018, "eval_physics_steps_per_second": 8.018, "step": 400 }, { "entropy": 0.6919050188735127, "epoch": 0.164, "grad_norm": 57.25, "learning_rate": 8.18e-06, "loss": 11.1447, "mean_token_accuracy": 0.8047709062695503, "num_tokens": 3414445.0, "step": 410 }, { "entropy": 0.6699288227595389, "epoch": 0.168, "grad_norm": 59.75, "learning_rate": 8.380000000000001e-06, "loss": 10.7791, "mean_token_accuracy": 0.8070078935474158, "num_tokens": 3496104.0, "step": 420 }, { "entropy": 0.6792626342736184, "epoch": 0.172, "grad_norm": 48.75, "learning_rate": 8.580000000000001e-06, "loss": 11.0757, "mean_token_accuracy": 0.8060608543455601, "num_tokens": 3576979.0, "step": 430 }, { "entropy": 0.6533824939280748, "epoch": 0.176, "grad_norm": 61.0, "learning_rate": 8.78e-06, "loss": 10.5681, "mean_token_accuracy": 0.8110670737922192, "num_tokens": 3658264.0, "step": 440 }, { "entropy": 0.6711471493355929, "epoch": 0.18, "grad_norm": 57.25, "learning_rate": 8.98e-06, "loss": 10.9005, "mean_token_accuracy": 0.8076804723590613, "num_tokens": 3739142.0, "step": 450 }, { "entropy": 0.6721100191585719, "epoch": 0.184, "grad_norm": 55.0, "learning_rate": 9.180000000000002e-06, "loss": 10.792, "mean_token_accuracy": 0.8070170730352402, "num_tokens": 3821352.0, "step": 460 }, { "entropy": 0.6371375021524728, "epoch": 0.188, "grad_norm": 45.75, "learning_rate": 9.38e-06, "loss": 10.3376, "mean_token_accuracy": 0.8134377617388964, "num_tokens": 3905291.0, "step": 470 }, { "entropy": 0.6436822958290577, "epoch": 0.192, "grad_norm": 45.75, "learning_rate": 9.58e-06, "loss": 10.4275, "mean_token_accuracy": 0.8145703230053186, "num_tokens": 3995568.0, "step": 480 }, { "entropy": 0.6615747599862516, "epoch": 0.196, "grad_norm": 55.25, "learning_rate": 9.780000000000001e-06, "loss": 10.75, "mean_token_accuracy": 0.8106145299971104, "num_tokens": 4075670.0, "step": 490 }, { "entropy": 0.6414908402599394, "epoch": 0.2, "grad_norm": 55.0, "learning_rate": 9.980000000000001e-06, "loss": 10.318, "mean_token_accuracy": 0.8157790113240481, "num_tokens": 4160918.0, "step": 500 }, { "epoch": 0.2, "eval_chemistry_entropy": 0.6180844354629517, "eval_chemistry_loss": 0.6358755230903625, "eval_chemistry_mean_token_accuracy": 0.8190241982936859, "eval_chemistry_num_tokens": 4160918.0, "eval_chemistry_runtime": 53.6, "eval_chemistry_samples_per_second": 9.328, "eval_chemistry_steps_per_second": 9.328, "step": 500 }, { "epoch": 0.2, "eval_physics_entropy": 0.6517913154959679, "eval_physics_loss": 0.6597976088523865, "eval_physics_mean_token_accuracy": 0.8130922448635102, "eval_physics_num_tokens": 4160918.0, "eval_physics_runtime": 62.5405, "eval_physics_samples_per_second": 7.995, "eval_physics_steps_per_second": 7.995, "step": 500 } ], "logging_steps": 10, "max_steps": 10000, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2.7900771999920582e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }