{ "best_metric": null, "best_model_checkpoint": null, "epoch": 6.187560425394779, "eval_steps": 100, "global_step": 2400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.12890750886239125, "grad_norm": 5.744519798404323, "learning_rate": 1e-05, "loss": 3.8898, "step": 50 }, { "epoch": 0.2578150177247825, "grad_norm": 7.663336118255639, "learning_rate": 9.999766822485166e-06, "loss": 2.7367, "step": 100 }, { "epoch": 0.2578150177247825, "eval_loss": 2.547008991241455, "eval_runtime": 13.6928, "eval_samples_per_second": 73.031, "eval_steps_per_second": 2.337, "step": 100 }, { "epoch": 0.3867225265871737, "grad_norm": 6.687747513820881, "learning_rate": 9.999067314105889e-06, "loss": 2.4915, "step": 150 }, { "epoch": 0.515630035449565, "grad_norm": 3.3619995730848027, "learning_rate": 9.997901547355329e-06, "loss": 2.3844, "step": 200 }, { "epoch": 0.515630035449565, "eval_loss": 2.2610087394714355, "eval_runtime": 13.0766, "eval_samples_per_second": 76.472, "eval_steps_per_second": 2.447, "step": 200 }, { "epoch": 0.6445375443119562, "grad_norm": 5.032691180052785, "learning_rate": 9.996269643047091e-06, "loss": 2.2534, "step": 250 }, { "epoch": 0.7734450531743474, "grad_norm": 3.975968794985624, "learning_rate": 9.99417177030268e-06, "loss": 2.1781, "step": 300 }, { "epoch": 0.7734450531743474, "eval_loss": 2.0959012508392334, "eval_runtime": 13.0524, "eval_samples_per_second": 76.614, "eval_steps_per_second": 2.452, "step": 300 }, { "epoch": 0.9023525620367386, "grad_norm": 3.795190451013864, "learning_rate": 9.991608146533984e-06, "loss": 2.1342, "step": 350 }, { "epoch": 1.03126007089913, "grad_norm": 3.850079627270192, "learning_rate": 9.988579037420745e-06, "loss": 2.0796, "step": 400 }, { "epoch": 1.03126007089913, "eval_loss": 2.029681921005249, "eval_runtime": 13.0552, "eval_samples_per_second": 76.598, "eval_steps_per_second": 2.451, "step": 400 }, { "epoch": 1.1601675797615212, "grad_norm": 2.0860401247438722, "learning_rate": 9.985084756883026e-06, "loss": 2.0583, "step": 450 }, { "epoch": 1.2890750886239124, "grad_norm": 1.7587705935004414, "learning_rate": 9.98112566704867e-06, "loss": 2.0388, "step": 500 }, { "epoch": 1.2890750886239124, "eval_loss": 1.9869602918624878, "eval_runtime": 13.1308, "eval_samples_per_second": 76.157, "eval_steps_per_second": 2.437, "step": 500 }, { "epoch": 1.4179825974863036, "grad_norm": 2.675426697648005, "learning_rate": 9.97670217821578e-06, "loss": 2.0418, "step": 550 }, { "epoch": 1.5468901063486948, "grad_norm": 2.1347946648640694, "learning_rate": 9.971814748810192e-06, "loss": 2.0001, "step": 600 }, { "epoch": 1.5468901063486948, "eval_loss": 1.963959813117981, "eval_runtime": 13.0814, "eval_samples_per_second": 76.444, "eval_steps_per_second": 2.446, "step": 600 }, { "epoch": 1.675797615211086, "grad_norm": 2.8870637538075505, "learning_rate": 9.96646388533797e-06, "loss": 1.9743, "step": 650 }, { "epoch": 1.8047051240734773, "grad_norm": 4.178579445918737, "learning_rate": 9.960650142332914e-06, "loss": 1.9717, "step": 700 }, { "epoch": 1.8047051240734773, "eval_loss": 1.9353902339935303, "eval_runtime": 13.1146, "eval_samples_per_second": 76.251, "eval_steps_per_second": 2.44, "step": 700 }, { "epoch": 1.9336126329358685, "grad_norm": 2.199357001490578, "learning_rate": 9.954374122299082e-06, "loss": 1.9634, "step": 750 }, { "epoch": 2.06252014179826, "grad_norm": 2.166363542050421, "learning_rate": 9.947636475648373e-06, "loss": 1.9475, "step": 800 }, { "epoch": 2.06252014179826, "eval_loss": 1.9235832691192627, "eval_runtime": 13.0977, "eval_samples_per_second": 76.349, "eval_steps_per_second": 2.443, "step": 800 }, { "epoch": 2.191427650660651, "grad_norm": 2.467046686495788, "learning_rate": 9.940437900633096e-06, "loss": 1.9309, "step": 850 }, { "epoch": 2.3203351595230424, "grad_norm": 2.855139647937512, "learning_rate": 9.932779143273619e-06, "loss": 1.9347, "step": 900 }, { "epoch": 2.3203351595230424, "eval_loss": 1.9101444482803345, "eval_runtime": 13.1292, "eval_samples_per_second": 76.166, "eval_steps_per_second": 2.437, "step": 900 }, { "epoch": 2.4492426683854336, "grad_norm": 1.9014562925621068, "learning_rate": 9.92466099728106e-06, "loss": 1.9278, "step": 950 }, { "epoch": 2.578150177247825, "grad_norm": 1.3665703880188187, "learning_rate": 9.91608430397502e-06, "loss": 1.9157, "step": 1000 }, { "epoch": 2.578150177247825, "eval_loss": 1.8934762477874756, "eval_runtime": 13.0864, "eval_samples_per_second": 76.415, "eval_steps_per_second": 2.445, "step": 1000 }, { "epoch": 2.707057686110216, "grad_norm": 1.2319877018351602, "learning_rate": 9.907049952196403e-06, "loss": 1.9105, "step": 1050 }, { "epoch": 2.8359651949726072, "grad_norm": 1.5481172638750316, "learning_rate": 9.897558878215295e-06, "loss": 1.907, "step": 1100 }, { "epoch": 2.8359651949726072, "eval_loss": 1.8839563131332397, "eval_runtime": 13.153, "eval_samples_per_second": 76.028, "eval_steps_per_second": 2.433, "step": 1100 }, { "epoch": 2.9648727038349985, "grad_norm": 2.045794673210496, "learning_rate": 9.887612065633936e-06, "loss": 1.8945, "step": 1150 }, { "epoch": 3.0937802126973897, "grad_norm": 1.1757006962680892, "learning_rate": 9.877210545284792e-06, "loss": 1.888, "step": 1200 }, { "epoch": 3.0937802126973897, "eval_loss": 1.874881386756897, "eval_runtime": 13.1346, "eval_samples_per_second": 76.135, "eval_steps_per_second": 2.436, "step": 1200 }, { "epoch": 3.222687721559781, "grad_norm": 4.950973442850626, "learning_rate": 9.86635539512371e-06, "loss": 1.8811, "step": 1250 }, { "epoch": 3.351595230422172, "grad_norm": 1.8124376039297767, "learning_rate": 9.855047740118221e-06, "loss": 1.876, "step": 1300 }, { "epoch": 3.351595230422172, "eval_loss": 1.86701238155365, "eval_runtime": 13.0772, "eval_samples_per_second": 76.469, "eval_steps_per_second": 2.447, "step": 1300 }, { "epoch": 3.4805027392845633, "grad_norm": 1.0286338189260262, "learning_rate": 9.843288752130942e-06, "loss": 1.8683, "step": 1350 }, { "epoch": 3.6094102481469545, "grad_norm": 1.9894455905335977, "learning_rate": 9.831079649798138e-06, "loss": 1.8731, "step": 1400 }, { "epoch": 3.6094102481469545, "eval_loss": 1.8612475395202637, "eval_runtime": 13.1177, "eval_samples_per_second": 76.233, "eval_steps_per_second": 2.439, "step": 1400 }, { "epoch": 3.7383177570093458, "grad_norm": 1.7685619948548048, "learning_rate": 9.818421698403429e-06, "loss": 1.8648, "step": 1450 }, { "epoch": 3.867225265871737, "grad_norm": 1.5478355130519232, "learning_rate": 9.805316209746655e-06, "loss": 1.8665, "step": 1500 }, { "epoch": 3.867225265871737, "eval_loss": 1.8537719249725342, "eval_runtime": 13.1085, "eval_samples_per_second": 76.286, "eval_steps_per_second": 2.441, "step": 1500 }, { "epoch": 3.996132774734128, "grad_norm": 2.1355502302510447, "learning_rate": 9.791764542007945e-06, "loss": 1.8655, "step": 1550 }, { "epoch": 4.12504028359652, "grad_norm": 1.1480708382569662, "learning_rate": 9.777768099606938e-06, "loss": 1.8346, "step": 1600 }, { "epoch": 4.12504028359652, "eval_loss": 1.8495159149169922, "eval_runtime": 13.1242, "eval_samples_per_second": 76.195, "eval_steps_per_second": 2.438, "step": 1600 }, { "epoch": 4.253947792458911, "grad_norm": 1.4360213593754323, "learning_rate": 9.763328333057263e-06, "loss": 1.8265, "step": 1650 }, { "epoch": 4.382855301321302, "grad_norm": 1.8676589580299272, "learning_rate": 9.748446738816201e-06, "loss": 1.8391, "step": 1700 }, { "epoch": 4.382855301321302, "eval_loss": 1.8443361520767212, "eval_runtime": 13.1311, "eval_samples_per_second": 76.155, "eval_steps_per_second": 2.437, "step": 1700 }, { "epoch": 4.5117628101836935, "grad_norm": 1.2690786695530565, "learning_rate": 9.733124859129598e-06, "loss": 1.8434, "step": 1750 }, { "epoch": 4.640670319046085, "grad_norm": 1.0388627604335856, "learning_rate": 9.717364281872047e-06, "loss": 1.842, "step": 1800 }, { "epoch": 4.640670319046085, "eval_loss": 1.8362445831298828, "eval_runtime": 13.1151, "eval_samples_per_second": 76.248, "eval_steps_per_second": 2.44, "step": 1800 }, { "epoch": 4.769577827908476, "grad_norm": 1.8674582891348575, "learning_rate": 9.701166640382317e-06, "loss": 1.8308, "step": 1850 }, { "epoch": 4.898485336770867, "grad_norm": 1.4621440377933717, "learning_rate": 9.684533613294096e-06, "loss": 1.8382, "step": 1900 }, { "epoch": 4.898485336770867, "eval_loss": 1.831936240196228, "eval_runtime": 13.0768, "eval_samples_per_second": 76.472, "eval_steps_per_second": 2.447, "step": 1900 }, { "epoch": 5.027392845633258, "grad_norm": 1.0861177702948985, "learning_rate": 9.667466924362013e-06, "loss": 1.8308, "step": 1950 }, { "epoch": 5.15630035449565, "grad_norm": 1.8095526457252593, "learning_rate": 9.649968342283005e-06, "loss": 1.8161, "step": 2000 }, { "epoch": 5.15630035449565, "eval_loss": 1.829033374786377, "eval_runtime": 13.067, "eval_samples_per_second": 76.529, "eval_steps_per_second": 2.449, "step": 2000 }, { "epoch": 5.285207863358041, "grad_norm": 1.518641242728159, "learning_rate": 9.632039680513024e-06, "loss": 1.8007, "step": 2050 }, { "epoch": 5.414115372220432, "grad_norm": 1.0542508895398046, "learning_rate": 9.613682797079086e-06, "loss": 1.7999, "step": 2100 }, { "epoch": 5.414115372220432, "eval_loss": 1.8255321979522705, "eval_runtime": 13.0764, "eval_samples_per_second": 76.474, "eval_steps_per_second": 2.447, "step": 2100 }, { "epoch": 5.543022881082823, "grad_norm": 1.9568398940474616, "learning_rate": 9.594899594386732e-06, "loss": 1.8189, "step": 2150 }, { "epoch": 5.6719303899452145, "grad_norm": 0.8933581069243784, "learning_rate": 9.57569201902286e-06, "loss": 1.8066, "step": 2200 }, { "epoch": 5.6719303899452145, "eval_loss": 1.8212575912475586, "eval_runtime": 13.0944, "eval_samples_per_second": 76.369, "eval_steps_per_second": 2.444, "step": 2200 }, { "epoch": 5.800837898807606, "grad_norm": 0.7789642769876175, "learning_rate": 9.556062061553995e-06, "loss": 1.8068, "step": 2250 }, { "epoch": 5.929745407669997, "grad_norm": 1.0394842073428503, "learning_rate": 9.536011756320011e-06, "loss": 1.8165, "step": 2300 }, { "epoch": 5.929745407669997, "eval_loss": 1.8185018301010132, "eval_runtime": 13.0777, "eval_samples_per_second": 76.466, "eval_steps_per_second": 2.447, "step": 2300 }, { "epoch": 6.058652916532388, "grad_norm": 1.9360605440141716, "learning_rate": 9.515543181223277e-06, "loss": 1.7866, "step": 2350 }, { "epoch": 6.187560425394779, "grad_norm": 1.2520661239107576, "learning_rate": 9.494658457513341e-06, "loss": 1.7824, "step": 2400 }, { "epoch": 6.187560425394779, "eval_loss": 1.8156663179397583, "eval_runtime": 13.1655, "eval_samples_per_second": 75.956, "eval_steps_per_second": 2.431, "step": 2400 } ], "logging_steps": 50, "max_steps": 15480, "num_input_tokens_seen": 0, "num_train_epochs": 40, "save_steps": 800, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 2134166405644288.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }