{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.8927444794952681, "eval_steps": 500, "global_step": 12000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 9.999684542586752e-05, "loss": 12.4787, "step": 1 }, { "epoch": 0.02, "learning_rate": 9.96845425867508e-05, "loss": 1.3146, "step": 100 }, { "epoch": 0.03, "learning_rate": 9.936908517350158e-05, "loss": 0.0928, "step": 200 }, { "epoch": 0.05, "learning_rate": 9.905362776025237e-05, "loss": 0.0903, "step": 300 }, { "epoch": 0.06, "learning_rate": 9.873817034700316e-05, "loss": 0.0675, "step": 400 }, { "epoch": 0.08, "learning_rate": 9.842271293375394e-05, "loss": 0.0744, "step": 500 }, { "epoch": 0.08, "eval_loss": 0.06298290193080902, "eval_runtime": 191.3725, "eval_samples_per_second": 113.574, "eval_steps_per_second": 14.197, "step": 500 }, { "epoch": 0.09, "learning_rate": 9.810725552050474e-05, "loss": 0.0682, "step": 600 }, { "epoch": 0.11, "learning_rate": 9.779179810725552e-05, "loss": 0.072, "step": 700 }, { "epoch": 0.13, "learning_rate": 9.747634069400632e-05, "loss": 0.0731, "step": 800 }, { "epoch": 0.14, "learning_rate": 9.71608832807571e-05, "loss": 0.0638, "step": 900 }, { "epoch": 0.16, "learning_rate": 9.684542586750788e-05, "loss": 0.062, "step": 1000 }, { "epoch": 0.16, "eval_loss": 0.056409742683172226, "eval_runtime": 191.8919, "eval_samples_per_second": 113.267, "eval_steps_per_second": 14.159, "step": 1000 }, { "epoch": 0.17, "learning_rate": 9.652996845425868e-05, "loss": 0.0663, "step": 1100 }, { "epoch": 0.19, "learning_rate": 9.621451104100947e-05, "loss": 0.0598, "step": 1200 }, { "epoch": 0.21, "learning_rate": 9.589905362776026e-05, "loss": 0.0625, "step": 1300 }, { "epoch": 0.22, "learning_rate": 9.558359621451105e-05, "loss": 0.0673, "step": 1400 }, { "epoch": 0.24, "learning_rate": 9.526813880126184e-05, "loss": 0.0625, "step": 1500 }, { "epoch": 0.24, "eval_loss": 0.05498537793755531, "eval_runtime": 191.898, "eval_samples_per_second": 113.263, "eval_steps_per_second": 14.159, "step": 1500 }, { "epoch": 0.25, "learning_rate": 9.495268138801262e-05, "loss": 0.0606, "step": 1600 }, { "epoch": 0.27, "learning_rate": 9.463722397476341e-05, "loss": 0.0684, "step": 1700 }, { "epoch": 0.28, "learning_rate": 9.43217665615142e-05, "loss": 0.0607, "step": 1800 }, { "epoch": 0.3, "learning_rate": 9.400630914826499e-05, "loss": 0.0679, "step": 1900 }, { "epoch": 0.32, "learning_rate": 9.369085173501577e-05, "loss": 0.0633, "step": 2000 }, { "epoch": 0.32, "eval_loss": 0.052233804017305374, "eval_runtime": 191.8762, "eval_samples_per_second": 113.276, "eval_steps_per_second": 14.16, "step": 2000 }, { "epoch": 0.33, "learning_rate": 9.337539432176656e-05, "loss": 0.061, "step": 2100 }, { "epoch": 0.35, "learning_rate": 9.305993690851735e-05, "loss": 0.0715, "step": 2200 }, { "epoch": 0.36, "learning_rate": 9.274447949526815e-05, "loss": 0.0586, "step": 2300 }, { "epoch": 0.38, "learning_rate": 9.242902208201893e-05, "loss": 0.0581, "step": 2400 }, { "epoch": 0.39, "learning_rate": 9.211356466876973e-05, "loss": 0.0588, "step": 2500 }, { "epoch": 0.39, "eval_loss": 0.05040860176086426, "eval_runtime": 191.6049, "eval_samples_per_second": 113.437, "eval_steps_per_second": 14.18, "step": 2500 }, { "epoch": 0.41, "learning_rate": 9.179810725552051e-05, "loss": 0.0572, "step": 2600 }, { "epoch": 0.43, "learning_rate": 9.148264984227129e-05, "loss": 0.0555, "step": 2700 }, { "epoch": 0.44, "learning_rate": 9.116719242902209e-05, "loss": 0.0547, "step": 2800 }, { "epoch": 0.46, "learning_rate": 9.085173501577287e-05, "loss": 0.0596, "step": 2900 }, { "epoch": 0.47, "learning_rate": 9.053627760252367e-05, "loss": 0.0593, "step": 3000 }, { "epoch": 0.47, "eval_loss": 0.04637610912322998, "eval_runtime": 192.1829, "eval_samples_per_second": 113.095, "eval_steps_per_second": 14.138, "step": 3000 }, { "epoch": 0.49, "learning_rate": 9.022082018927446e-05, "loss": 0.0536, "step": 3100 }, { "epoch": 0.5, "learning_rate": 8.990536277602523e-05, "loss": 0.0506, "step": 3200 }, { "epoch": 0.52, "learning_rate": 8.958990536277603e-05, "loss": 0.0601, "step": 3300 }, { "epoch": 0.54, "learning_rate": 8.927444794952682e-05, "loss": 0.05, "step": 3400 }, { "epoch": 0.55, "learning_rate": 8.89589905362776e-05, "loss": 0.0492, "step": 3500 }, { "epoch": 0.55, "eval_loss": 0.0455920547246933, "eval_runtime": 192.0796, "eval_samples_per_second": 113.156, "eval_steps_per_second": 14.145, "step": 3500 }, { "epoch": 0.57, "learning_rate": 8.86435331230284e-05, "loss": 0.0547, "step": 3600 }, { "epoch": 0.58, "learning_rate": 8.832807570977918e-05, "loss": 0.0582, "step": 3700 }, { "epoch": 0.6, "learning_rate": 8.801261829652997e-05, "loss": 0.0535, "step": 3800 }, { "epoch": 0.62, "learning_rate": 8.769716088328076e-05, "loss": 0.0554, "step": 3900 }, { "epoch": 0.63, "learning_rate": 8.738170347003154e-05, "loss": 0.0506, "step": 4000 }, { "epoch": 0.63, "eval_loss": 0.04419832304120064, "eval_runtime": 192.193, "eval_samples_per_second": 113.089, "eval_steps_per_second": 14.137, "step": 4000 }, { "epoch": 0.65, "learning_rate": 8.706624605678234e-05, "loss": 0.0508, "step": 4100 }, { "epoch": 0.66, "learning_rate": 8.675078864353314e-05, "loss": 0.0566, "step": 4200 }, { "epoch": 0.68, "learning_rate": 8.64353312302839e-05, "loss": 0.0556, "step": 4300 }, { "epoch": 0.69, "learning_rate": 8.61198738170347e-05, "loss": 0.0595, "step": 4400 }, { "epoch": 0.71, "learning_rate": 8.58044164037855e-05, "loss": 0.0584, "step": 4500 }, { "epoch": 0.71, "eval_loss": 0.043363627046346664, "eval_runtime": 191.6803, "eval_samples_per_second": 113.392, "eval_steps_per_second": 14.175, "step": 4500 }, { "epoch": 0.73, "learning_rate": 8.548895899053628e-05, "loss": 0.0546, "step": 4600 }, { "epoch": 0.74, "learning_rate": 8.517350157728708e-05, "loss": 0.0457, "step": 4700 }, { "epoch": 0.76, "learning_rate": 8.485804416403787e-05, "loss": 0.0531, "step": 4800 }, { "epoch": 0.77, "learning_rate": 8.454258675078864e-05, "loss": 0.0506, "step": 4900 }, { "epoch": 0.79, "learning_rate": 8.422712933753944e-05, "loss": 0.0455, "step": 5000 }, { "epoch": 0.79, "eval_loss": 0.04175921157002449, "eval_runtime": 192.0012, "eval_samples_per_second": 113.202, "eval_steps_per_second": 14.151, "step": 5000 }, { "epoch": 0.8, "learning_rate": 8.391167192429022e-05, "loss": 0.053, "step": 5100 }, { "epoch": 0.82, "learning_rate": 8.359621451104101e-05, "loss": 0.0499, "step": 5200 }, { "epoch": 0.84, "learning_rate": 8.328075709779181e-05, "loss": 0.0407, "step": 5300 }, { "epoch": 0.85, "learning_rate": 8.296529968454258e-05, "loss": 0.0559, "step": 5400 }, { "epoch": 0.87, "learning_rate": 8.264984227129337e-05, "loss": 0.0477, "step": 5500 }, { "epoch": 0.87, "eval_loss": 0.042047169059515, "eval_runtime": 192.1, "eval_samples_per_second": 113.144, "eval_steps_per_second": 14.144, "step": 5500 }, { "epoch": 0.88, "learning_rate": 8.233438485804417e-05, "loss": 0.0488, "step": 5600 }, { "epoch": 0.9, "learning_rate": 8.201892744479495e-05, "loss": 0.0537, "step": 5700 }, { "epoch": 0.91, "learning_rate": 8.170347003154575e-05, "loss": 0.0515, "step": 5800 }, { "epoch": 0.93, "learning_rate": 8.138801261829655e-05, "loss": 0.0511, "step": 5900 }, { "epoch": 0.95, "learning_rate": 8.107255520504731e-05, "loss": 0.0548, "step": 6000 }, { "epoch": 0.95, "eval_loss": 0.039724551141262054, "eval_runtime": 191.9769, "eval_samples_per_second": 113.217, "eval_steps_per_second": 14.153, "step": 6000 }, { "epoch": 0.96, "learning_rate": 8.075709779179811e-05, "loss": 0.0482, "step": 6100 }, { "epoch": 0.98, "learning_rate": 8.04416403785489e-05, "loss": 0.0474, "step": 6200 }, { "epoch": 0.99, "learning_rate": 8.012618296529969e-05, "loss": 0.0488, "step": 6300 }, { "epoch": 1.01, "learning_rate": 7.981072555205048e-05, "loss": 0.0346, "step": 6400 }, { "epoch": 1.03, "learning_rate": 7.949526813880127e-05, "loss": 0.035, "step": 6500 }, { "epoch": 1.03, "eval_loss": 0.039325978606939316, "eval_runtime": 191.6608, "eval_samples_per_second": 113.403, "eval_steps_per_second": 14.176, "step": 6500 }, { "epoch": 1.04, "learning_rate": 7.917981072555205e-05, "loss": 0.0355, "step": 6600 }, { "epoch": 1.06, "learning_rate": 7.886435331230284e-05, "loss": 0.0363, "step": 6700 }, { "epoch": 1.07, "learning_rate": 7.854889589905363e-05, "loss": 0.0407, "step": 6800 }, { "epoch": 1.09, "learning_rate": 7.823343848580442e-05, "loss": 0.0385, "step": 6900 }, { "epoch": 1.1, "learning_rate": 7.791798107255522e-05, "loss": 0.0347, "step": 7000 }, { "epoch": 1.1, "eval_loss": 0.03924637660384178, "eval_runtime": 192.1827, "eval_samples_per_second": 113.096, "eval_steps_per_second": 14.138, "step": 7000 }, { "epoch": 1.12, "learning_rate": 7.760252365930599e-05, "loss": 0.0357, "step": 7100 }, { "epoch": 1.14, "learning_rate": 7.728706624605678e-05, "loss": 0.041, "step": 7200 }, { "epoch": 1.15, "learning_rate": 7.697160883280758e-05, "loss": 0.0313, "step": 7300 }, { "epoch": 1.17, "learning_rate": 7.665615141955836e-05, "loss": 0.0336, "step": 7400 }, { "epoch": 1.18, "learning_rate": 7.634069400630916e-05, "loss": 0.0303, "step": 7500 }, { "epoch": 1.18, "eval_loss": 0.03979608044028282, "eval_runtime": 192.103, "eval_samples_per_second": 113.142, "eval_steps_per_second": 14.143, "step": 7500 }, { "epoch": 1.2, "learning_rate": 7.602523659305994e-05, "loss": 0.0356, "step": 7600 }, { "epoch": 1.21, "learning_rate": 7.570977917981072e-05, "loss": 0.0379, "step": 7700 }, { "epoch": 1.23, "learning_rate": 7.539432176656152e-05, "loss": 0.0365, "step": 7800 }, { "epoch": 1.25, "learning_rate": 7.50788643533123e-05, "loss": 0.0393, "step": 7900 }, { "epoch": 1.26, "learning_rate": 7.47634069400631e-05, "loss": 0.0374, "step": 8000 }, { "epoch": 1.26, "eval_loss": 0.038463614881038666, "eval_runtime": 192.1601, "eval_samples_per_second": 113.109, "eval_steps_per_second": 14.139, "step": 8000 }, { "epoch": 1.28, "learning_rate": 7.444794952681389e-05, "loss": 0.0303, "step": 8100 }, { "epoch": 1.29, "learning_rate": 7.413249211356468e-05, "loss": 0.0384, "step": 8200 }, { "epoch": 1.31, "learning_rate": 7.381703470031546e-05, "loss": 0.0383, "step": 8300 }, { "epoch": 1.32, "learning_rate": 7.350157728706625e-05, "loss": 0.0378, "step": 8400 }, { "epoch": 1.34, "learning_rate": 7.318611987381704e-05, "loss": 0.0343, "step": 8500 }, { "epoch": 1.34, "eval_loss": 0.03961439058184624, "eval_runtime": 192.1114, "eval_samples_per_second": 113.137, "eval_steps_per_second": 14.143, "step": 8500 }, { "epoch": 1.36, "learning_rate": 7.287066246056783e-05, "loss": 0.0362, "step": 8600 }, { "epoch": 1.37, "learning_rate": 7.255520504731861e-05, "loss": 0.0435, "step": 8700 }, { "epoch": 1.39, "learning_rate": 7.22397476340694e-05, "loss": 0.0382, "step": 8800 }, { "epoch": 1.4, "learning_rate": 7.192429022082019e-05, "loss": 0.0439, "step": 8900 }, { "epoch": 1.42, "learning_rate": 7.160883280757098e-05, "loss": 0.0374, "step": 9000 }, { "epoch": 1.42, "eval_loss": 0.037410151213407516, "eval_runtime": 192.1572, "eval_samples_per_second": 113.111, "eval_steps_per_second": 14.139, "step": 9000 }, { "epoch": 1.44, "learning_rate": 7.129337539432177e-05, "loss": 0.0342, "step": 9100 }, { "epoch": 1.45, "learning_rate": 7.097791798107257e-05, "loss": 0.0337, "step": 9200 }, { "epoch": 1.47, "learning_rate": 7.066246056782335e-05, "loss": 0.0358, "step": 9300 }, { "epoch": 1.48, "learning_rate": 7.034700315457413e-05, "loss": 0.0301, "step": 9400 }, { "epoch": 1.5, "learning_rate": 7.003154574132493e-05, "loss": 0.0362, "step": 9500 }, { "epoch": 1.5, "eval_loss": 0.03637044504284859, "eval_runtime": 192.1621, "eval_samples_per_second": 113.108, "eval_steps_per_second": 14.139, "step": 9500 }, { "epoch": 1.51, "learning_rate": 6.971608832807571e-05, "loss": 0.037, "step": 9600 }, { "epoch": 1.53, "learning_rate": 6.94006309148265e-05, "loss": 0.0374, "step": 9700 }, { "epoch": 1.55, "learning_rate": 6.908517350157729e-05, "loss": 0.0379, "step": 9800 }, { "epoch": 1.56, "learning_rate": 6.876971608832808e-05, "loss": 0.0328, "step": 9900 }, { "epoch": 1.58, "learning_rate": 6.845425867507887e-05, "loss": 0.0315, "step": 10000 }, { "epoch": 1.58, "eval_loss": 0.03636159375309944, "eval_runtime": 192.0641, "eval_samples_per_second": 113.165, "eval_steps_per_second": 14.146, "step": 10000 }, { "epoch": 1.59, "learning_rate": 6.813880126182965e-05, "loss": 0.0328, "step": 10100 }, { "epoch": 1.61, "learning_rate": 6.782334384858045e-05, "loss": 0.0355, "step": 10200 }, { "epoch": 1.62, "learning_rate": 6.750788643533124e-05, "loss": 0.0398, "step": 10300 }, { "epoch": 1.64, "learning_rate": 6.719242902208202e-05, "loss": 0.0372, "step": 10400 }, { "epoch": 1.66, "learning_rate": 6.68769716088328e-05, "loss": 0.0399, "step": 10500 }, { "epoch": 1.66, "eval_loss": 0.03677404299378395, "eval_runtime": 191.6576, "eval_samples_per_second": 113.405, "eval_steps_per_second": 14.176, "step": 10500 }, { "epoch": 1.67, "learning_rate": 6.65615141955836e-05, "loss": 0.0394, "step": 10600 }, { "epoch": 1.69, "learning_rate": 6.624605678233438e-05, "loss": 0.0355, "step": 10700 }, { "epoch": 1.7, "learning_rate": 6.593059936908518e-05, "loss": 0.0326, "step": 10800 }, { "epoch": 1.72, "learning_rate": 6.561514195583596e-05, "loss": 0.0307, "step": 10900 }, { "epoch": 1.74, "learning_rate": 6.529968454258676e-05, "loss": 0.0372, "step": 11000 }, { "epoch": 1.74, "eval_loss": 0.03506915271282196, "eval_runtime": 192.4202, "eval_samples_per_second": 112.956, "eval_steps_per_second": 14.12, "step": 11000 }, { "epoch": 1.75, "learning_rate": 6.498422712933754e-05, "loss": 0.0321, "step": 11100 }, { "epoch": 1.77, "learning_rate": 6.466876971608832e-05, "loss": 0.0272, "step": 11200 }, { "epoch": 1.78, "learning_rate": 6.435331230283912e-05, "loss": 0.0322, "step": 11300 }, { "epoch": 1.8, "learning_rate": 6.403785488958992e-05, "loss": 0.0355, "step": 11400 }, { "epoch": 1.81, "learning_rate": 6.37223974763407e-05, "loss": 0.0324, "step": 11500 }, { "epoch": 1.81, "eval_loss": 0.034638404846191406, "eval_runtime": 192.5205, "eval_samples_per_second": 112.897, "eval_steps_per_second": 14.113, "step": 11500 }, { "epoch": 1.83, "learning_rate": 6.34069400630915e-05, "loss": 0.0362, "step": 11600 }, { "epoch": 1.85, "learning_rate": 6.309148264984228e-05, "loss": 0.03, "step": 11700 }, { "epoch": 1.86, "learning_rate": 6.277602523659306e-05, "loss": 0.0313, "step": 11800 }, { "epoch": 1.88, "learning_rate": 6.246056782334385e-05, "loss": 0.0348, "step": 11900 }, { "epoch": 1.89, "learning_rate": 6.214511041009464e-05, "loss": 0.0351, "step": 12000 }, { "epoch": 1.89, "eval_loss": 0.03646688908338547, "eval_runtime": 192.2872, "eval_samples_per_second": 113.034, "eval_steps_per_second": 14.13, "step": 12000 } ], "logging_steps": 100, "max_steps": 31700, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 4226972988026880.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }