{ "best_global_step": 800, "best_metric": 0.5327131748199463, "best_model_checkpoint": "models/generation/query/checkpoint-800", "epoch": 17.5, "eval_steps": 400, "global_step": 3500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "grad_norm": 4.102665424346924, "learning_rate": 8.166666666666667e-05, "loss": 9.566, "step": 50 }, { "epoch": 0.5, "grad_norm": 3.9690704345703125, "learning_rate": 9.996828927498017e-05, "loss": 2.8146, "step": 100 }, { "epoch": 0.75, "grad_norm": 3.130918502807617, "learning_rate": 9.983493166277486e-05, "loss": 2.4341, "step": 150 }, { "epoch": 1.0, "grad_norm": 2.8213088512420654, "learning_rate": 9.959768225002347e-05, "loss": 2.3782, "step": 200 }, { "epoch": 1.25, "grad_norm": 2.7424190044403076, "learning_rate": 9.925703563494947e-05, "loss": 2.2545, "step": 250 }, { "epoch": 1.5, "grad_norm": 2.545445442199707, "learning_rate": 9.881370196982982e-05, "loss": 2.2209, "step": 300 }, { "epoch": 1.75, "grad_norm": 2.717111587524414, "learning_rate": 9.826860548052725e-05, "loss": 2.2043, "step": 350 }, { "epoch": 2.0, "grad_norm": 2.9653303623199463, "learning_rate": 9.76228825397397e-05, "loss": 2.1926, "step": 400 }, { "epoch": 2.0, "eval_loss": 0.5487204194068909, "eval_runtime": 18.2132, "eval_samples_per_second": 21.962, "eval_steps_per_second": 5.491, "step": 400 }, { "epoch": 2.25, "grad_norm": 2.5305309295654297, "learning_rate": 9.687787929798317e-05, "loss": 2.0739, "step": 450 }, { "epoch": 2.5, "grad_norm": 2.5425493717193604, "learning_rate": 9.603514887724691e-05, "loss": 2.0889, "step": 500 }, { "epoch": 2.75, "grad_norm": 2.6191768646240234, "learning_rate": 9.509644813317144e-05, "loss": 2.0782, "step": 550 }, { "epoch": 3.0, "grad_norm": 2.3347673416137695, "learning_rate": 9.406373399249911e-05, "loss": 2.0794, "step": 600 }, { "epoch": 3.25, "grad_norm": 2.630434274673462, "learning_rate": 9.293915937343299e-05, "loss": 1.971, "step": 650 }, { "epoch": 3.5, "grad_norm": 2.6370699405670166, "learning_rate": 9.172506869740849e-05, "loss": 1.964, "step": 700 }, { "epoch": 3.75, "grad_norm": 2.5607361793518066, "learning_rate": 9.042399300163484e-05, "loss": 1.9781, "step": 750 }, { "epoch": 4.0, "grad_norm": 2.5376696586608887, "learning_rate": 8.90386446625952e-05, "loss": 1.9771, "step": 800 }, { "epoch": 4.0, "eval_loss": 0.5327131748199463, "eval_runtime": 18.1107, "eval_samples_per_second": 22.086, "eval_steps_per_second": 5.522, "step": 800 }, { "epoch": 4.25, "grad_norm": 2.8353099822998047, "learning_rate": 8.757191174150532e-05, "loss": 1.8681, "step": 850 }, { "epoch": 4.5, "grad_norm": 2.8943753242492676, "learning_rate": 8.60268519635192e-05, "loss": 1.8682, "step": 900 }, { "epoch": 4.75, "grad_norm": 2.9507288932800293, "learning_rate": 8.440668634323305e-05, "loss": 1.8892, "step": 950 }, { "epoch": 5.0, "grad_norm": 2.7886505126953125, "learning_rate": 8.271479246977678e-05, "loss": 1.8694, "step": 1000 }, { "epoch": 5.25, "grad_norm": 3.3199687004089355, "learning_rate": 8.095469746549172e-05, "loss": 1.7663, "step": 1050 }, { "epoch": 5.5, "grad_norm": 3.080099105834961, "learning_rate": 7.913007063287361e-05, "loss": 1.7902, "step": 1100 }, { "epoch": 5.75, "grad_norm": 2.8006722927093506, "learning_rate": 7.724471580511021e-05, "loss": 1.7655, "step": 1150 }, { "epoch": 6.0, "grad_norm": 3.0085508823394775, "learning_rate": 7.530256341615994e-05, "loss": 1.7722, "step": 1200 }, { "epoch": 6.0, "eval_loss": 0.5345460176467896, "eval_runtime": 18.3119, "eval_samples_per_second": 21.844, "eval_steps_per_second": 5.461, "step": 1200 }, { "epoch": 6.25, "grad_norm": 3.3692119121551514, "learning_rate": 7.33076623069039e-05, "loss": 1.6605, "step": 1250 }, { "epoch": 6.5, "grad_norm": 3.402806282043457, "learning_rate": 7.126417128445263e-05, "loss": 1.662, "step": 1300 }, { "epoch": 6.75, "grad_norm": 3.5842807292938232, "learning_rate": 6.917635045220425e-05, "loss": 1.6779, "step": 1350 }, { "epoch": 7.0, "grad_norm": 3.314953565597534, "learning_rate": 6.704855232872843e-05, "loss": 1.6842, "step": 1400 }, { "epoch": 7.25, "grad_norm": 4.195573329925537, "learning_rate": 6.488521277399067e-05, "loss": 1.5449, "step": 1450 }, { "epoch": 7.5, "grad_norm": 3.56549334526062, "learning_rate": 6.26908417418333e-05, "loss": 1.564, "step": 1500 }, { "epoch": 7.75, "grad_norm": 3.6120212078094482, "learning_rate": 6.0470013877991525e-05, "loss": 1.5727, "step": 1550 }, { "epoch": 8.0, "grad_norm": 3.4173295497894287, "learning_rate": 5.8227358983245274e-05, "loss": 1.5821, "step": 1600 }, { "epoch": 8.0, "eval_loss": 0.5576403737068176, "eval_runtime": 18.1898, "eval_samples_per_second": 21.99, "eval_steps_per_second": 5.498, "step": 1600 }, { "epoch": 8.25, "grad_norm": 4.163740158081055, "learning_rate": 5.5967552361588e-05, "loss": 1.4497, "step": 1650 }, { "epoch": 8.5, "grad_norm": 4.105224132537842, "learning_rate": 5.3695305073534455e-05, "loss": 1.4493, "step": 1700 }, { "epoch": 8.75, "grad_norm": 4.076621055603027, "learning_rate": 5.141535411488584e-05, "loss": 1.4613, "step": 1750 }, { "epoch": 9.0, "grad_norm": 4.06991720199585, "learning_rate": 4.913245254142751e-05, "loss": 1.475, "step": 1800 }, { "epoch": 9.25, "grad_norm": 4.908267021179199, "learning_rate": 4.685135956014587e-05, "loss": 1.3275, "step": 1850 }, { "epoch": 9.5, "grad_norm": 4.249743938446045, "learning_rate": 4.4576830607621834e-05, "loss": 1.3592, "step": 1900 }, { "epoch": 9.75, "grad_norm": 4.3078932762146, "learning_rate": 4.231360743628464e-05, "loss": 1.3674, "step": 1950 }, { "epoch": 10.0, "grad_norm": 4.63353157043457, "learning_rate": 4.00664082291931e-05, "loss": 1.3652, "step": 2000 }, { "epoch": 10.0, "eval_loss": 0.6032015681266785, "eval_runtime": 18.102, "eval_samples_per_second": 22.097, "eval_steps_per_second": 5.524, "step": 2000 }, { "epoch": 10.25, "grad_norm": 4.48530912399292, "learning_rate": 3.78399177639524e-05, "loss": 1.247, "step": 2050 }, { "epoch": 10.5, "grad_norm": 4.907229423522949, "learning_rate": 3.563877764627195e-05, "loss": 1.2537, "step": 2100 }, { "epoch": 10.75, "grad_norm": 5.136667728424072, "learning_rate": 3.34675766335243e-05, "loss": 1.2556, "step": 2150 }, { "epoch": 11.0, "grad_norm": 4.633574962615967, "learning_rate": 3.13308410684782e-05, "loss": 1.2624, "step": 2200 }, { "epoch": 11.25, "grad_norm": 4.862861156463623, "learning_rate": 2.9233025443148317e-05, "loss": 1.1407, "step": 2250 }, { "epoch": 11.5, "grad_norm": 5.060881614685059, "learning_rate": 2.7178503112433672e-05, "loss": 1.1681, "step": 2300 }, { "epoch": 11.75, "grad_norm": 5.76928186416626, "learning_rate": 2.517155717690404e-05, "loss": 1.1701, "step": 2350 }, { "epoch": 12.0, "grad_norm": 5.6520094871521, "learning_rate": 2.3216371553741295e-05, "loss": 1.1729, "step": 2400 }, { "epoch": 12.0, "eval_loss": 0.6796687245368958, "eval_runtime": 18.1622, "eval_samples_per_second": 22.024, "eval_steps_per_second": 5.506, "step": 2400 }, { "epoch": 12.25, "grad_norm": 5.579859256744385, "learning_rate": 2.131702225445008e-05, "loss": 1.0688, "step": 2450 }, { "epoch": 12.5, "grad_norm": 5.693879127502441, "learning_rate": 1.9477468887521627e-05, "loss": 1.0746, "step": 2500 }, { "epoch": 12.75, "grad_norm": 5.642828941345215, "learning_rate": 1.770154640376479e-05, "loss": 1.0922, "step": 2550 }, { "epoch": 13.0, "grad_norm": 5.785156726837158, "learning_rate": 1.5992957101513524e-05, "loss": 1.0954, "step": 2600 }, { "epoch": 13.25, "grad_norm": 5.720382213592529, "learning_rate": 1.4355262908377271e-05, "loss": 1.0076, "step": 2650 }, { "epoch": 13.5, "grad_norm": 5.837440490722656, "learning_rate": 1.2791877955624859e-05, "loss": 1.0198, "step": 2700 }, { "epoch": 13.75, "grad_norm": 5.974554061889648, "learning_rate": 1.1306061460682072e-05, "loss": 1.0281, "step": 2750 }, { "epoch": 14.0, "grad_norm": 6.06301736831665, "learning_rate": 9.90091093258102e-06, "loss": 1.0109, "step": 2800 }, { "epoch": 14.0, "eval_loss": 0.7651693820953369, "eval_runtime": 18.0723, "eval_samples_per_second": 22.133, "eval_steps_per_second": 5.533, "step": 2800 }, { "epoch": 14.25, "grad_norm": 6.1065473556518555, "learning_rate": 8.579355714525994e-06, "loss": 0.959, "step": 2850 }, { "epoch": 14.5, "grad_norm": 5.750560283660889, "learning_rate": 7.3441508770376975e-06, "loss": 0.9667, "step": 2900 }, { "epoch": 14.75, "grad_norm": 6.242477893829346, "learning_rate": 6.197871474406936e-06, "loss": 0.9692, "step": 2950 }, { "epoch": 15.0, "grad_norm": 6.384776592254639, "learning_rate": 5.142907176431455e-06, "loss": 0.9755, "step": 3000 }, { "epoch": 15.25, "grad_norm": 5.764701843261719, "learning_rate": 4.181457286627316e-06, "loss": 0.9159, "step": 3050 }, { "epoch": 15.5, "grad_norm": 5.83530855178833, "learning_rate": 3.3155261573003195e-06, "loss": 0.9422, "step": 3100 }, { "epoch": 15.75, "grad_norm": 6.114677429199219, "learning_rate": 2.5469190110357475e-06, "loss": 0.939, "step": 3150 }, { "epoch": 16.0, "grad_norm": 6.1888628005981445, "learning_rate": 1.8772381773176417e-06, "loss": 0.9391, "step": 3200 }, { "epoch": 16.0, "eval_loss": 0.8231673240661621, "eval_runtime": 18.0722, "eval_samples_per_second": 22.133, "eval_steps_per_second": 5.533, "step": 3200 }, { "epoch": 16.25, "grad_norm": 6.108009338378906, "learning_rate": 1.307879752122948e-06, "loss": 0.907, "step": 3250 }, { "epoch": 16.5, "grad_norm": 6.366396903991699, "learning_rate": 8.40030687454535e-07, "loss": 0.9297, "step": 3300 }, { "epoch": 16.75, "grad_norm": 6.0306901931762695, "learning_rate": 4.746663168804566e-07, "loss": 0.9071, "step": 3350 }, { "epoch": 17.0, "grad_norm": 6.2290215492248535, "learning_rate": 2.1254832223808196e-07, "loss": 0.9209, "step": 3400 }, { "epoch": 17.25, "grad_norm": 6.210936069488525, "learning_rate": 5.4223145741943983e-08, "loss": 0.913, "step": 3450 }, { "epoch": 17.5, "grad_norm": 6.788633823394775, "learning_rate": 2.08508055765666e-11, "loss": 0.9034, "step": 3500 } ], "logging_steps": 50, "max_steps": 3500, "num_input_tokens_seen": 0, "num_train_epochs": 18, "save_steps": 400, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.323066342987053e+17, "train_batch_size": 4, "trial_name": null, "trial_params": null }