{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 27741, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05407159078620093, "grad_norm": 19.944881439208984, "learning_rate": 4.909880682022999e-05, "loss": 1.3976, "step": 500 }, { "epoch": 0.10814318157240187, "grad_norm": 35.43727493286133, "learning_rate": 4.819761364045997e-05, "loss": 0.9474, "step": 1000 }, { "epoch": 0.1622147723586028, "grad_norm": 21.795238494873047, "learning_rate": 4.7296420460689956e-05, "loss": 0.8589, "step": 1500 }, { "epoch": 0.21628636314480373, "grad_norm": 17.912302017211914, "learning_rate": 4.639522728091994e-05, "loss": 0.8071, "step": 2000 }, { "epoch": 0.27035795393100465, "grad_norm": 16.4758243560791, "learning_rate": 4.5494034101149925e-05, "loss": 0.7429, "step": 2500 }, { "epoch": 0.3244295447172056, "grad_norm": 14.498700141906738, "learning_rate": 4.459284092137991e-05, "loss": 0.7113, "step": 3000 }, { "epoch": 0.3785011355034065, "grad_norm": 14.779314041137695, "learning_rate": 4.3691647741609894e-05, "loss": 0.6666, "step": 3500 }, { "epoch": 0.43257272628960747, "grad_norm": 12.713911056518555, "learning_rate": 4.279045456183988e-05, "loss": 0.6366, "step": 4000 }, { "epoch": 0.48664431707580835, "grad_norm": 16.784982681274414, "learning_rate": 4.188926138206986e-05, "loss": 0.6234, "step": 4500 }, { "epoch": 0.5407159078620093, "grad_norm": 15.87082576751709, "learning_rate": 4.098806820229985e-05, "loss": 0.5871, "step": 5000 }, { "epoch": 0.5947874986482102, "grad_norm": 8.966830253601074, "learning_rate": 4.008687502252983e-05, "loss": 0.5652, "step": 5500 }, { "epoch": 0.6488590894344112, "grad_norm": 15.881940841674805, "learning_rate": 3.9185681842759816e-05, "loss": 0.5564, "step": 6000 }, { "epoch": 0.7029306802206121, "grad_norm": 17.01358985900879, "learning_rate": 3.82844886629898e-05, "loss": 0.527, "step": 6500 }, { "epoch": 0.757002271006813, "grad_norm": 16.689422607421875, "learning_rate": 3.7383295483219785e-05, "loss": 0.509, "step": 7000 }, { "epoch": 0.811073861793014, "grad_norm": 10.947444915771484, "learning_rate": 3.648210230344977e-05, "loss": 0.4878, "step": 7500 }, { "epoch": 0.8651454525792149, "grad_norm": 14.44914722442627, "learning_rate": 3.558090912367975e-05, "loss": 0.4656, "step": 8000 }, { "epoch": 0.9192170433654158, "grad_norm": 13.648640632629395, "learning_rate": 3.467971594390974e-05, "loss": 0.4636, "step": 8500 }, { "epoch": 0.9732886341516167, "grad_norm": 14.70873737335205, "learning_rate": 3.3778522764139723e-05, "loss": 0.4454, "step": 9000 }, { "epoch": 1.0273602249378178, "grad_norm": 13.827669143676758, "learning_rate": 3.287732958436971e-05, "loss": 0.3965, "step": 9500 }, { "epoch": 1.0814318157240186, "grad_norm": 13.648258209228516, "learning_rate": 3.197613640459969e-05, "loss": 0.3644, "step": 10000 }, { "epoch": 1.1355034065102196, "grad_norm": 7.754871368408203, "learning_rate": 3.107494322482968e-05, "loss": 0.3546, "step": 10500 }, { "epoch": 1.1895749972964205, "grad_norm": 10.9650239944458, "learning_rate": 3.017375004505966e-05, "loss": 0.3453, "step": 11000 }, { "epoch": 1.2436465880826213, "grad_norm": 9.524118423461914, "learning_rate": 2.9272556865289646e-05, "loss": 0.3451, "step": 11500 }, { "epoch": 1.2977181788688223, "grad_norm": 12.612396240234375, "learning_rate": 2.837136368551963e-05, "loss": 0.3447, "step": 12000 }, { "epoch": 1.3517897696550232, "grad_norm": 17.665691375732422, "learning_rate": 2.7470170505749615e-05, "loss": 0.3358, "step": 12500 }, { "epoch": 1.4058613604412242, "grad_norm": 15.416611671447754, "learning_rate": 2.65689773259796e-05, "loss": 0.3273, "step": 13000 }, { "epoch": 1.459932951227425, "grad_norm": 7.313694953918457, "learning_rate": 2.5667784146209584e-05, "loss": 0.3177, "step": 13500 }, { "epoch": 1.5140045420136259, "grad_norm": 7.84274435043335, "learning_rate": 2.476659096643957e-05, "loss": 0.3054, "step": 14000 }, { "epoch": 1.568076132799827, "grad_norm": 8.8153657913208, "learning_rate": 2.3865397786669553e-05, "loss": 0.3005, "step": 14500 }, { "epoch": 1.622147723586028, "grad_norm": 7.336580753326416, "learning_rate": 2.2964204606899537e-05, "loss": 0.2941, "step": 15000 }, { "epoch": 1.6762193143722288, "grad_norm": 8.88096809387207, "learning_rate": 2.2063011427129522e-05, "loss": 0.2957, "step": 15500 }, { "epoch": 1.7302909051584296, "grad_norm": 5.086656093597412, "learning_rate": 2.1161818247359506e-05, "loss": 0.2882, "step": 16000 }, { "epoch": 1.7843624959446307, "grad_norm": 10.830957412719727, "learning_rate": 2.026062506758949e-05, "loss": 0.2842, "step": 16500 }, { "epoch": 1.8384340867308318, "grad_norm": 8.022000312805176, "learning_rate": 1.9359431887819472e-05, "loss": 0.2724, "step": 17000 }, { "epoch": 1.8925056775170326, "grad_norm": 11.823745727539062, "learning_rate": 1.8458238708049457e-05, "loss": 0.2682, "step": 17500 }, { "epoch": 1.9465772683032334, "grad_norm": 10.353747367858887, "learning_rate": 1.755704552827944e-05, "loss": 0.2687, "step": 18000 }, { "epoch": 2.0006488590894342, "grad_norm": 5.618934154510498, "learning_rate": 1.6655852348509426e-05, "loss": 0.2584, "step": 18500 }, { "epoch": 2.0547204498756355, "grad_norm": 5.912876129150391, "learning_rate": 1.575465916873941e-05, "loss": 0.1984, "step": 19000 }, { "epoch": 2.1087920406618363, "grad_norm": 5.198564529418945, "learning_rate": 1.4853465988969395e-05, "loss": 0.1996, "step": 19500 }, { "epoch": 2.162863631448037, "grad_norm": 6.234917163848877, "learning_rate": 1.3952272809199379e-05, "loss": 0.195, "step": 20000 }, { "epoch": 2.216935222234238, "grad_norm": 5.457370758056641, "learning_rate": 1.3051079629429367e-05, "loss": 0.1928, "step": 20500 }, { "epoch": 2.2710068130204393, "grad_norm": 6.5635666847229, "learning_rate": 1.214988644965935e-05, "loss": 0.1949, "step": 21000 }, { "epoch": 2.32507840380664, "grad_norm": 4.495577335357666, "learning_rate": 1.1248693269889334e-05, "loss": 0.19, "step": 21500 }, { "epoch": 2.379149994592841, "grad_norm": 6.373176574707031, "learning_rate": 1.0347500090119317e-05, "loss": 0.1847, "step": 22000 }, { "epoch": 2.4332215853790418, "grad_norm": 4.968171119689941, "learning_rate": 9.446306910349303e-06, "loss": 0.1783, "step": 22500 }, { "epoch": 2.4872931761652426, "grad_norm": 5.412923812866211, "learning_rate": 8.545113730579288e-06, "loss": 0.177, "step": 23000 }, { "epoch": 2.541364766951444, "grad_norm": 5.907869815826416, "learning_rate": 7.643920550809272e-06, "loss": 0.1757, "step": 23500 }, { "epoch": 2.5954363577376447, "grad_norm": 5.753273010253906, "learning_rate": 6.742727371039257e-06, "loss": 0.1716, "step": 24000 }, { "epoch": 2.6495079485238455, "grad_norm": 4.856042861938477, "learning_rate": 5.84153419126924e-06, "loss": 0.1648, "step": 24500 }, { "epoch": 2.7035795393100464, "grad_norm": 4.939342498779297, "learning_rate": 4.940341011499225e-06, "loss": 0.1617, "step": 25000 }, { "epoch": 2.7576511300962476, "grad_norm": 5.477869987487793, "learning_rate": 4.03914783172921e-06, "loss": 0.1671, "step": 25500 }, { "epoch": 2.8117227208824485, "grad_norm": 6.977444648742676, "learning_rate": 3.1379546519591943e-06, "loss": 0.1592, "step": 26000 }, { "epoch": 2.8657943116686493, "grad_norm": 4.571088790893555, "learning_rate": 2.2367614721891784e-06, "loss": 0.1588, "step": 26500 }, { "epoch": 2.91986590245485, "grad_norm": 4.860353946685791, "learning_rate": 1.335568292419163e-06, "loss": 0.1518, "step": 27000 }, { "epoch": 2.973937493241051, "grad_norm": 3.7616257667541504, "learning_rate": 4.3437511264914753e-07, "loss": 0.1568, "step": 27500 }, { "epoch": 3.0, "step": 27741, "total_flos": 2.3702775297552e+17, "train_loss": 0.38246467155521724, "train_runtime": 9126.074, "train_samples_per_second": 194.526, "train_steps_per_second": 3.04 } ], "logging_steps": 500, "max_steps": 27741, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.3702775297552e+17, "train_batch_size": 64, "trial_name": null, "trial_params": null }