{ "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 54900, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04553734061930783, "grad_norm": 18.591150283813477, "learning_rate": 2.9726775956284154e-05, "loss": 2.5583, "step": 500 }, { "epoch": 0.09107468123861566, "grad_norm": 15.338476181030273, "learning_rate": 2.9453551912568308e-05, "loss": 1.6841, "step": 1000 }, { "epoch": 0.1366120218579235, "grad_norm": 14.975069999694824, "learning_rate": 2.9180327868852458e-05, "loss": 1.5423, "step": 1500 }, { "epoch": 0.18214936247723132, "grad_norm": 17.511743545532227, "learning_rate": 2.890710382513661e-05, "loss": 1.4113, "step": 2000 }, { "epoch": 0.22768670309653916, "grad_norm": 18.18260955810547, "learning_rate": 2.8633879781420765e-05, "loss": 1.3533, "step": 2500 }, { "epoch": 0.273224043715847, "grad_norm": 16.508344650268555, "learning_rate": 2.836065573770492e-05, "loss": 1.299, "step": 3000 }, { "epoch": 0.31876138433515483, "grad_norm": 25.282175064086914, "learning_rate": 2.8087431693989072e-05, "loss": 1.282, "step": 3500 }, { "epoch": 0.36429872495446264, "grad_norm": 24.085981369018555, "learning_rate": 2.7814207650273226e-05, "loss": 1.2146, "step": 4000 }, { "epoch": 0.4098360655737705, "grad_norm": 12.455412864685059, "learning_rate": 2.754098360655738e-05, "loss": 1.2332, "step": 4500 }, { "epoch": 0.4553734061930783, "grad_norm": 10.222314834594727, "learning_rate": 2.7267759562841533e-05, "loss": 1.1607, "step": 5000 }, { "epoch": 0.5009107468123861, "grad_norm": 10.9562406539917, "learning_rate": 2.6994535519125683e-05, "loss": 1.1293, "step": 5500 }, { "epoch": 0.546448087431694, "grad_norm": 16.84743309020996, "learning_rate": 2.6721311475409837e-05, "loss": 1.129, "step": 6000 }, { "epoch": 0.5919854280510018, "grad_norm": 21.29459571838379, "learning_rate": 2.644808743169399e-05, "loss": 1.1002, "step": 6500 }, { "epoch": 0.6375227686703097, "grad_norm": 25.021621704101562, "learning_rate": 2.6174863387978144e-05, "loss": 1.0397, "step": 7000 }, { "epoch": 0.6830601092896175, "grad_norm": 11.044733047485352, "learning_rate": 2.5901639344262294e-05, "loss": 1.0806, "step": 7500 }, { "epoch": 0.7285974499089253, "grad_norm": 10.266705513000488, "learning_rate": 2.5628415300546447e-05, "loss": 1.047, "step": 8000 }, { "epoch": 0.7741347905282332, "grad_norm": 13.432859420776367, "learning_rate": 2.53551912568306e-05, "loss": 1.0566, "step": 8500 }, { "epoch": 0.819672131147541, "grad_norm": 25.581703186035156, "learning_rate": 2.5081967213114754e-05, "loss": 1.0277, "step": 9000 }, { "epoch": 0.8652094717668488, "grad_norm": 14.602388381958008, "learning_rate": 2.4808743169398908e-05, "loss": 1.0154, "step": 9500 }, { "epoch": 0.9107468123861566, "grad_norm": 17.17100715637207, "learning_rate": 2.453551912568306e-05, "loss": 1.0149, "step": 10000 }, { "epoch": 0.9562841530054644, "grad_norm": 10.567970275878906, "learning_rate": 2.4262295081967215e-05, "loss": 1.007, "step": 10500 }, { "epoch": 1.0018214936247722, "grad_norm": 22.679931640625, "learning_rate": 2.398907103825137e-05, "loss": 0.995, "step": 11000 }, { "epoch": 1.04735883424408, "grad_norm": 12.259163856506348, "learning_rate": 2.371584699453552e-05, "loss": 0.7177, "step": 11500 }, { "epoch": 1.092896174863388, "grad_norm": 18.350513458251953, "learning_rate": 2.3442622950819672e-05, "loss": 0.7203, "step": 12000 }, { "epoch": 1.138433515482696, "grad_norm": 21.86613655090332, "learning_rate": 2.3169398907103826e-05, "loss": 0.7585, "step": 12500 }, { "epoch": 1.1839708561020037, "grad_norm": 18.372119903564453, "learning_rate": 2.289617486338798e-05, "loss": 0.7324, "step": 13000 }, { "epoch": 1.2295081967213115, "grad_norm": 25.320674896240234, "learning_rate": 2.262295081967213e-05, "loss": 0.7241, "step": 13500 }, { "epoch": 1.2750455373406193, "grad_norm": 10.435434341430664, "learning_rate": 2.2349726775956283e-05, "loss": 0.7322, "step": 14000 }, { "epoch": 1.3205828779599271, "grad_norm": 29.3476505279541, "learning_rate": 2.2076502732240437e-05, "loss": 0.745, "step": 14500 }, { "epoch": 1.366120218579235, "grad_norm": 8.349024772644043, "learning_rate": 2.180327868852459e-05, "loss": 0.7543, "step": 15000 }, { "epoch": 1.4116575591985427, "grad_norm": 10.698665618896484, "learning_rate": 2.153005464480874e-05, "loss": 0.7475, "step": 15500 }, { "epoch": 1.4571948998178508, "grad_norm": 10.810667037963867, "learning_rate": 2.1256830601092897e-05, "loss": 0.7336, "step": 16000 }, { "epoch": 1.5027322404371586, "grad_norm": 14.816246032714844, "learning_rate": 2.098360655737705e-05, "loss": 0.7393, "step": 16500 }, { "epoch": 1.5482695810564664, "grad_norm": 11.557518005371094, "learning_rate": 2.0710382513661204e-05, "loss": 0.7333, "step": 17000 }, { "epoch": 1.5938069216757742, "grad_norm": 16.669546127319336, "learning_rate": 2.0437158469945358e-05, "loss": 0.7255, "step": 17500 }, { "epoch": 1.639344262295082, "grad_norm": 14.28069019317627, "learning_rate": 2.0163934426229508e-05, "loss": 0.7369, "step": 18000 }, { "epoch": 1.6848816029143898, "grad_norm": 22.36986541748047, "learning_rate": 1.9890710382513662e-05, "loss": 0.7287, "step": 18500 }, { "epoch": 1.7304189435336976, "grad_norm": 11.109138488769531, "learning_rate": 1.9617486338797815e-05, "loss": 0.7406, "step": 19000 }, { "epoch": 1.7759562841530054, "grad_norm": 16.205177307128906, "learning_rate": 1.934426229508197e-05, "loss": 0.734, "step": 19500 }, { "epoch": 1.8214936247723132, "grad_norm": 16.029556274414062, "learning_rate": 1.907103825136612e-05, "loss": 0.7261, "step": 20000 }, { "epoch": 1.867030965391621, "grad_norm": 17.520740509033203, "learning_rate": 1.8797814207650273e-05, "loss": 0.7289, "step": 20500 }, { "epoch": 1.9125683060109289, "grad_norm": 31.18975257873535, "learning_rate": 1.8524590163934426e-05, "loss": 0.7012, "step": 21000 }, { "epoch": 1.9581056466302367, "grad_norm": 11.743003845214844, "learning_rate": 1.825136612021858e-05, "loss": 0.7185, "step": 21500 }, { "epoch": 2.0036429872495445, "grad_norm": 13.794853210449219, "learning_rate": 1.7978142076502733e-05, "loss": 0.6816, "step": 22000 }, { "epoch": 2.0491803278688523, "grad_norm": 28.844125747680664, "learning_rate": 1.7704918032786887e-05, "loss": 0.4469, "step": 22500 }, { "epoch": 2.09471766848816, "grad_norm": 5.327408790588379, "learning_rate": 1.743169398907104e-05, "loss": 0.4577, "step": 23000 }, { "epoch": 2.1402550091074684, "grad_norm": 29.065576553344727, "learning_rate": 1.7158469945355194e-05, "loss": 0.4617, "step": 23500 }, { "epoch": 2.185792349726776, "grad_norm": 7.028495788574219, "learning_rate": 1.6885245901639344e-05, "loss": 0.4542, "step": 24000 }, { "epoch": 2.231329690346084, "grad_norm": 17.614421844482422, "learning_rate": 1.6612021857923497e-05, "loss": 0.4809, "step": 24500 }, { "epoch": 2.276867030965392, "grad_norm": 16.79141616821289, "learning_rate": 1.633879781420765e-05, "loss": 0.4717, "step": 25000 }, { "epoch": 2.3224043715846996, "grad_norm": 29.323766708374023, "learning_rate": 1.6065573770491805e-05, "loss": 0.4758, "step": 25500 }, { "epoch": 2.3679417122040074, "grad_norm": 19.425329208374023, "learning_rate": 1.5792349726775955e-05, "loss": 0.4679, "step": 26000 }, { "epoch": 2.413479052823315, "grad_norm": 5.9673380851745605, "learning_rate": 1.5519125683060108e-05, "loss": 0.4885, "step": 26500 }, { "epoch": 2.459016393442623, "grad_norm": 12.733803749084473, "learning_rate": 1.5245901639344264e-05, "loss": 0.4811, "step": 27000 }, { "epoch": 2.504553734061931, "grad_norm": 22.212753295898438, "learning_rate": 1.4972677595628415e-05, "loss": 0.4613, "step": 27500 }, { "epoch": 2.5500910746812386, "grad_norm": 18.736804962158203, "learning_rate": 1.4699453551912569e-05, "loss": 0.4786, "step": 28000 }, { "epoch": 2.5956284153005464, "grad_norm": 20.595645904541016, "learning_rate": 1.442622950819672e-05, "loss": 0.4997, "step": 28500 }, { "epoch": 2.6411657559198543, "grad_norm": 18.30236053466797, "learning_rate": 1.4153005464480874e-05, "loss": 0.4792, "step": 29000 }, { "epoch": 2.686703096539162, "grad_norm": 19.671579360961914, "learning_rate": 1.3879781420765026e-05, "loss": 0.4556, "step": 29500 }, { "epoch": 2.73224043715847, "grad_norm": 14.210960388183594, "learning_rate": 1.3606557377049181e-05, "loss": 0.4737, "step": 30000 }, { "epoch": 2.7777777777777777, "grad_norm": 15.706062316894531, "learning_rate": 1.3333333333333333e-05, "loss": 0.4773, "step": 30500 }, { "epoch": 2.8233151183970855, "grad_norm": 2.883192300796509, "learning_rate": 1.3060109289617487e-05, "loss": 0.4734, "step": 31000 }, { "epoch": 2.8688524590163933, "grad_norm": 12.449463844299316, "learning_rate": 1.2786885245901639e-05, "loss": 0.4579, "step": 31500 }, { "epoch": 2.9143897996357016, "grad_norm": 19.76999855041504, "learning_rate": 1.2513661202185792e-05, "loss": 0.4772, "step": 32000 }, { "epoch": 2.959927140255009, "grad_norm": 38.29131317138672, "learning_rate": 1.2240437158469946e-05, "loss": 0.4689, "step": 32500 }, { "epoch": 3.0054644808743167, "grad_norm": 4.822471618652344, "learning_rate": 1.19672131147541e-05, "loss": 0.4374, "step": 33000 }, { "epoch": 3.051001821493625, "grad_norm": 21.936952590942383, "learning_rate": 1.1693989071038253e-05, "loss": 0.2893, "step": 33500 }, { "epoch": 3.096539162112933, "grad_norm": 25.08475685119629, "learning_rate": 1.1420765027322405e-05, "loss": 0.2888, "step": 34000 }, { "epoch": 3.1420765027322406, "grad_norm": 13.904535293579102, "learning_rate": 1.1147540983606558e-05, "loss": 0.2915, "step": 34500 }, { "epoch": 3.1876138433515484, "grad_norm": 3.9972009658813477, "learning_rate": 1.087431693989071e-05, "loss": 0.3081, "step": 35000 }, { "epoch": 3.233151183970856, "grad_norm": 30.3763370513916, "learning_rate": 1.0601092896174864e-05, "loss": 0.3158, "step": 35500 }, { "epoch": 3.278688524590164, "grad_norm": 4.742646217346191, "learning_rate": 1.0327868852459017e-05, "loss": 0.2869, "step": 36000 }, { "epoch": 3.324225865209472, "grad_norm": 42.35346984863281, "learning_rate": 1.005464480874317e-05, "loss": 0.2932, "step": 36500 }, { "epoch": 3.3697632058287796, "grad_norm": 13.786494255065918, "learning_rate": 9.781420765027323e-06, "loss": 0.2976, "step": 37000 }, { "epoch": 3.4153005464480874, "grad_norm": 11.841999053955078, "learning_rate": 9.508196721311476e-06, "loss": 0.2938, "step": 37500 }, { "epoch": 3.4608378870673953, "grad_norm": 29.609792709350586, "learning_rate": 9.234972677595628e-06, "loss": 0.3006, "step": 38000 }, { "epoch": 3.506375227686703, "grad_norm": 18.663509368896484, "learning_rate": 8.961748633879782e-06, "loss": 0.3039, "step": 38500 }, { "epoch": 3.551912568306011, "grad_norm": 1.889535903930664, "learning_rate": 8.688524590163935e-06, "loss": 0.3082, "step": 39000 }, { "epoch": 3.5974499089253187, "grad_norm": 19.884906768798828, "learning_rate": 8.415300546448089e-06, "loss": 0.3085, "step": 39500 }, { "epoch": 3.6429872495446265, "grad_norm": 12.94946002960205, "learning_rate": 8.14207650273224e-06, "loss": 0.3086, "step": 40000 }, { "epoch": 3.6885245901639343, "grad_norm": 27.61246681213379, "learning_rate": 7.868852459016394e-06, "loss": 0.3109, "step": 40500 }, { "epoch": 3.734061930783242, "grad_norm": 14.3275146484375, "learning_rate": 7.595628415300546e-06, "loss": 0.3025, "step": 41000 }, { "epoch": 3.7795992714025504, "grad_norm": 6.992326259613037, "learning_rate": 7.3224043715847e-06, "loss": 0.3108, "step": 41500 }, { "epoch": 3.8251366120218577, "grad_norm": 5.084273815155029, "learning_rate": 7.049180327868853e-06, "loss": 0.3012, "step": 42000 }, { "epoch": 3.870673952641166, "grad_norm": 27.192960739135742, "learning_rate": 6.775956284153006e-06, "loss": 0.2996, "step": 42500 }, { "epoch": 3.9162112932604733, "grad_norm": 42.71589279174805, "learning_rate": 6.502732240437159e-06, "loss": 0.31, "step": 43000 }, { "epoch": 3.9617486338797816, "grad_norm": 11.759929656982422, "learning_rate": 6.229508196721312e-06, "loss": 0.2953, "step": 43500 }, { "epoch": 4.007285974499089, "grad_norm": 30.232032775878906, "learning_rate": 5.956284153005465e-06, "loss": 0.2612, "step": 44000 }, { "epoch": 4.052823315118397, "grad_norm": 62.14134979248047, "learning_rate": 5.683060109289618e-06, "loss": 0.1843, "step": 44500 }, { "epoch": 4.098360655737705, "grad_norm": 7.216005802154541, "learning_rate": 5.409836065573771e-06, "loss": 0.1859, "step": 45000 }, { "epoch": 4.143897996357013, "grad_norm": 17.130714416503906, "learning_rate": 5.136612021857924e-06, "loss": 0.2106, "step": 45500 }, { "epoch": 4.18943533697632, "grad_norm": 4.9142985343933105, "learning_rate": 4.863387978142076e-06, "loss": 0.1932, "step": 46000 }, { "epoch": 4.2349726775956285, "grad_norm": 13.510531425476074, "learning_rate": 4.59016393442623e-06, "loss": 0.2081, "step": 46500 }, { "epoch": 4.280510018214937, "grad_norm": 5.9509172439575195, "learning_rate": 4.316939890710383e-06, "loss": 0.1861, "step": 47000 }, { "epoch": 4.326047358834244, "grad_norm": 7.964664936065674, "learning_rate": 4.043715846994535e-06, "loss": 0.1863, "step": 47500 }, { "epoch": 4.371584699453552, "grad_norm": 25.88454246520996, "learning_rate": 3.770491803278689e-06, "loss": 0.1938, "step": 48000 }, { "epoch": 4.41712204007286, "grad_norm": 2.440138339996338, "learning_rate": 3.4972677595628415e-06, "loss": 0.1963, "step": 48500 }, { "epoch": 4.462659380692168, "grad_norm": 6.778371334075928, "learning_rate": 3.2240437158469947e-06, "loss": 0.1829, "step": 49000 }, { "epoch": 4.508196721311475, "grad_norm": 31.79254722595215, "learning_rate": 2.9508196721311474e-06, "loss": 0.1897, "step": 49500 }, { "epoch": 4.553734061930784, "grad_norm": 42.17744064331055, "learning_rate": 2.6775956284153005e-06, "loss": 0.1921, "step": 50000 }, { "epoch": 4.599271402550091, "grad_norm": 0.5351423621177673, "learning_rate": 2.4043715846994536e-06, "loss": 0.2084, "step": 50500 }, { "epoch": 4.644808743169399, "grad_norm": 19.15989112854004, "learning_rate": 2.1311475409836063e-06, "loss": 0.1898, "step": 51000 }, { "epoch": 4.6903460837887065, "grad_norm": 3.171184539794922, "learning_rate": 1.8579234972677596e-06, "loss": 0.1928, "step": 51500 }, { "epoch": 4.735883424408015, "grad_norm": 61.36581802368164, "learning_rate": 1.5846994535519126e-06, "loss": 0.198, "step": 52000 }, { "epoch": 4.781420765027322, "grad_norm": 6.246685028076172, "learning_rate": 1.3114754098360657e-06, "loss": 0.1794, "step": 52500 }, { "epoch": 4.82695810564663, "grad_norm": 10.183932304382324, "learning_rate": 1.0382513661202186e-06, "loss": 0.1845, "step": 53000 }, { "epoch": 4.872495446265938, "grad_norm": 29.7720947265625, "learning_rate": 7.650273224043716e-07, "loss": 0.1889, "step": 53500 }, { "epoch": 4.918032786885246, "grad_norm": 9.350275039672852, "learning_rate": 4.918032786885246e-07, "loss": 0.1941, "step": 54000 }, { "epoch": 4.963570127504553, "grad_norm": 16.810739517211914, "learning_rate": 2.185792349726776e-07, "loss": 0.2008, "step": 54500 }, { "epoch": 5.0, "step": 54900, "total_flos": 1.2910084832623104e+17, "train_loss": 0.07113273273183131, "train_runtime": 1918.8519, "train_samples_per_second": 343.315, "train_steps_per_second": 28.611 } ], "logging_steps": 500, "max_steps": 54900, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 1.2910084832623104e+17, "train_batch_size": 12, "trial_name": null, "trial_params": null }