{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "eval_steps": 500, "global_step": 6315, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.9841646872525734e-05, "loss": 0.6101, "step": 50 }, { "epoch": 0.05, "learning_rate": 1.9683293745051467e-05, "loss": 0.4973, "step": 100 }, { "epoch": 0.07, "learning_rate": 1.95249406175772e-05, "loss": 0.4698, "step": 150 }, { "epoch": 0.1, "learning_rate": 1.936658749010293e-05, "loss": 0.4287, "step": 200 }, { "epoch": 0.12, "learning_rate": 1.9208234362628665e-05, "loss": 0.4536, "step": 250 }, { "epoch": 0.14, "learning_rate": 1.9049881235154395e-05, "loss": 0.4286, "step": 300 }, { "epoch": 0.17, "learning_rate": 1.8891528107680128e-05, "loss": 0.404, "step": 350 }, { "epoch": 0.19, "learning_rate": 1.873317498020586e-05, "loss": 0.4082, "step": 400 }, { "epoch": 0.21, "learning_rate": 1.8574821852731593e-05, "loss": 0.3773, "step": 450 }, { "epoch": 0.24, "learning_rate": 1.8416468725257326e-05, "loss": 0.4066, "step": 500 }, { "epoch": 0.24, "eval_accuracy": 0.8291284403669725, "eval_loss": 0.3869248926639557, "eval_runtime": 0.9123, "eval_samples_per_second": 955.831, "eval_steps_per_second": 60.287, "step": 500 }, { "epoch": 0.26, "learning_rate": 1.825811559778306e-05, "loss": 0.3933, "step": 550 }, { "epoch": 0.29, "learning_rate": 1.809976247030879e-05, "loss": 0.3535, "step": 600 }, { "epoch": 0.31, "learning_rate": 1.794140934283452e-05, "loss": 0.3736, "step": 650 }, { "epoch": 0.33, "learning_rate": 1.7783056215360253e-05, "loss": 0.3384, "step": 700 }, { "epoch": 0.36, "learning_rate": 1.762470308788599e-05, "loss": 0.3733, "step": 750 }, { "epoch": 0.38, "learning_rate": 1.746634996041172e-05, "loss": 0.349, "step": 800 }, { "epoch": 0.4, "learning_rate": 1.730799683293745e-05, "loss": 0.3517, "step": 850 }, { "epoch": 0.43, "learning_rate": 1.7149643705463184e-05, "loss": 0.3728, "step": 900 }, { "epoch": 0.45, "learning_rate": 1.6991290577988917e-05, "loss": 0.3452, "step": 950 }, { "epoch": 0.48, "learning_rate": 1.6832937450514647e-05, "loss": 0.3414, "step": 1000 }, { "epoch": 0.48, "eval_accuracy": 0.8486238532110092, "eval_loss": 0.34994572401046753, "eval_runtime": 0.9133, "eval_samples_per_second": 954.828, "eval_steps_per_second": 60.224, "step": 1000 }, { "epoch": 0.5, "learning_rate": 1.6674584323040383e-05, "loss": 0.329, "step": 1050 }, { "epoch": 0.52, "learning_rate": 1.6516231195566115e-05, "loss": 0.3401, "step": 1100 }, { "epoch": 0.55, "learning_rate": 1.6357878068091845e-05, "loss": 0.3335, "step": 1150 }, { "epoch": 0.57, "learning_rate": 1.6199524940617578e-05, "loss": 0.3066, "step": 1200 }, { "epoch": 0.59, "learning_rate": 1.604117181314331e-05, "loss": 0.3144, "step": 1250 }, { "epoch": 0.62, "learning_rate": 1.5882818685669043e-05, "loss": 0.3292, "step": 1300 }, { "epoch": 0.64, "learning_rate": 1.5724465558194776e-05, "loss": 0.301, "step": 1350 }, { "epoch": 0.67, "learning_rate": 1.556611243072051e-05, "loss": 0.3254, "step": 1400 }, { "epoch": 0.69, "learning_rate": 1.540775930324624e-05, "loss": 0.3331, "step": 1450 }, { "epoch": 0.71, "learning_rate": 1.5249406175771972e-05, "loss": 0.3133, "step": 1500 }, { "epoch": 0.71, "eval_accuracy": 0.8509174311926605, "eval_loss": 0.37425312399864197, "eval_runtime": 0.919, "eval_samples_per_second": 948.854, "eval_steps_per_second": 59.847, "step": 1500 }, { "epoch": 0.74, "learning_rate": 1.5091053048297705e-05, "loss": 0.31, "step": 1550 }, { "epoch": 0.76, "learning_rate": 1.4932699920823436e-05, "loss": 0.3009, "step": 1600 }, { "epoch": 0.78, "learning_rate": 1.477434679334917e-05, "loss": 0.2757, "step": 1650 }, { "epoch": 0.81, "learning_rate": 1.4615993665874902e-05, "loss": 0.3219, "step": 1700 }, { "epoch": 0.83, "learning_rate": 1.4457640538400634e-05, "loss": 0.298, "step": 1750 }, { "epoch": 0.86, "learning_rate": 1.4299287410926367e-05, "loss": 0.2881, "step": 1800 }, { "epoch": 0.88, "learning_rate": 1.4140934283452098e-05, "loss": 0.2793, "step": 1850 }, { "epoch": 0.9, "learning_rate": 1.3982581155977833e-05, "loss": 0.2987, "step": 1900 }, { "epoch": 0.93, "learning_rate": 1.3824228028503564e-05, "loss": 0.2559, "step": 1950 }, { "epoch": 0.95, "learning_rate": 1.3665874901029297e-05, "loss": 0.2797, "step": 2000 }, { "epoch": 0.95, "eval_accuracy": 0.8474770642201835, "eval_loss": 0.41188526153564453, "eval_runtime": 0.9208, "eval_samples_per_second": 947.047, "eval_steps_per_second": 59.733, "step": 2000 }, { "epoch": 0.97, "learning_rate": 1.3507521773555028e-05, "loss": 0.2811, "step": 2050 }, { "epoch": 1.0, "learning_rate": 1.3349168646080762e-05, "loss": 0.3067, "step": 2100 }, { "epoch": 1.02, "learning_rate": 1.3190815518606495e-05, "loss": 0.2245, "step": 2150 }, { "epoch": 1.05, "learning_rate": 1.3032462391132226e-05, "loss": 0.2384, "step": 2200 }, { "epoch": 1.07, "learning_rate": 1.2874109263657959e-05, "loss": 0.2247, "step": 2250 }, { "epoch": 1.09, "learning_rate": 1.271575613618369e-05, "loss": 0.2221, "step": 2300 }, { "epoch": 1.12, "learning_rate": 1.2557403008709424e-05, "loss": 0.2202, "step": 2350 }, { "epoch": 1.14, "learning_rate": 1.2399049881235155e-05, "loss": 0.2247, "step": 2400 }, { "epoch": 1.16, "learning_rate": 1.2240696753760888e-05, "loss": 0.2315, "step": 2450 }, { "epoch": 1.19, "learning_rate": 1.208234362628662e-05, "loss": 0.236, "step": 2500 }, { "epoch": 1.19, "eval_accuracy": 0.8669724770642202, "eval_loss": 0.3891030550003052, "eval_runtime": 0.9164, "eval_samples_per_second": 951.574, "eval_steps_per_second": 60.019, "step": 2500 }, { "epoch": 1.21, "learning_rate": 1.1923990498812352e-05, "loss": 0.2153, "step": 2550 }, { "epoch": 1.24, "learning_rate": 1.1765637371338086e-05, "loss": 0.2385, "step": 2600 }, { "epoch": 1.26, "learning_rate": 1.1607284243863817e-05, "loss": 0.236, "step": 2650 }, { "epoch": 1.28, "learning_rate": 1.144893111638955e-05, "loss": 0.211, "step": 2700 }, { "epoch": 1.31, "learning_rate": 1.1290577988915281e-05, "loss": 0.2313, "step": 2750 }, { "epoch": 1.33, "learning_rate": 1.1132224861441014e-05, "loss": 0.2238, "step": 2800 }, { "epoch": 1.35, "learning_rate": 1.0973871733966748e-05, "loss": 0.2213, "step": 2850 }, { "epoch": 1.38, "learning_rate": 1.081551860649248e-05, "loss": 0.2171, "step": 2900 }, { "epoch": 1.4, "learning_rate": 1.0657165479018212e-05, "loss": 0.1877, "step": 2950 }, { "epoch": 1.43, "learning_rate": 1.0498812351543943e-05, "loss": 0.2202, "step": 3000 }, { "epoch": 1.43, "eval_accuracy": 0.8738532110091743, "eval_loss": 0.36398938298225403, "eval_runtime": 0.9162, "eval_samples_per_second": 951.726, "eval_steps_per_second": 60.029, "step": 3000 }, { "epoch": 1.45, "learning_rate": 1.0340459224069676e-05, "loss": 0.2318, "step": 3050 }, { "epoch": 1.47, "learning_rate": 1.0182106096595407e-05, "loss": 0.2056, "step": 3100 }, { "epoch": 1.5, "learning_rate": 1.0023752969121141e-05, "loss": 0.2206, "step": 3150 }, { "epoch": 1.52, "learning_rate": 9.865399841646872e-06, "loss": 0.2048, "step": 3200 }, { "epoch": 1.54, "learning_rate": 9.707046714172605e-06, "loss": 0.237, "step": 3250 }, { "epoch": 1.57, "learning_rate": 9.548693586698338e-06, "loss": 0.2514, "step": 3300 }, { "epoch": 1.59, "learning_rate": 9.39034045922407e-06, "loss": 0.2147, "step": 3350 }, { "epoch": 1.62, "learning_rate": 9.231987331749803e-06, "loss": 0.2233, "step": 3400 }, { "epoch": 1.64, "learning_rate": 9.073634204275536e-06, "loss": 0.2236, "step": 3450 }, { "epoch": 1.66, "learning_rate": 8.915281076801267e-06, "loss": 0.1889, "step": 3500 }, { "epoch": 1.66, "eval_accuracy": 0.8681192660550459, "eval_loss": 0.38289329409599304, "eval_runtime": 0.9155, "eval_samples_per_second": 952.465, "eval_steps_per_second": 60.075, "step": 3500 }, { "epoch": 1.69, "learning_rate": 8.756927949327e-06, "loss": 0.2266, "step": 3550 }, { "epoch": 1.71, "learning_rate": 8.598574821852733e-06, "loss": 0.2293, "step": 3600 }, { "epoch": 1.73, "learning_rate": 8.440221694378464e-06, "loss": 0.207, "step": 3650 }, { "epoch": 1.76, "learning_rate": 8.281868566904197e-06, "loss": 0.2282, "step": 3700 }, { "epoch": 1.78, "learning_rate": 8.12351543942993e-06, "loss": 0.1878, "step": 3750 }, { "epoch": 1.81, "learning_rate": 7.965162311955662e-06, "loss": 0.2096, "step": 3800 }, { "epoch": 1.83, "learning_rate": 7.806809184481395e-06, "loss": 0.2033, "step": 3850 }, { "epoch": 1.85, "learning_rate": 7.648456057007126e-06, "loss": 0.2032, "step": 3900 }, { "epoch": 1.88, "learning_rate": 7.490102929532859e-06, "loss": 0.1959, "step": 3950 }, { "epoch": 1.9, "learning_rate": 7.331749802058591e-06, "loss": 0.1847, "step": 4000 }, { "epoch": 1.9, "eval_accuracy": 0.8795871559633027, "eval_loss": 0.3687029778957367, "eval_runtime": 0.9152, "eval_samples_per_second": 952.748, "eval_steps_per_second": 60.093, "step": 4000 }, { "epoch": 1.92, "learning_rate": 7.173396674584323e-06, "loss": 0.2019, "step": 4050 }, { "epoch": 1.95, "learning_rate": 7.015043547110056e-06, "loss": 0.2026, "step": 4100 }, { "epoch": 1.97, "learning_rate": 6.856690419635789e-06, "loss": 0.2166, "step": 4150 }, { "epoch": 2.0, "learning_rate": 6.698337292161521e-06, "loss": 0.1776, "step": 4200 }, { "epoch": 2.02, "learning_rate": 6.539984164687253e-06, "loss": 0.1738, "step": 4250 }, { "epoch": 2.04, "learning_rate": 6.3816310372129854e-06, "loss": 0.1399, "step": 4300 }, { "epoch": 2.07, "learning_rate": 6.223277909738717e-06, "loss": 0.1441, "step": 4350 }, { "epoch": 2.09, "learning_rate": 6.06492478226445e-06, "loss": 0.1578, "step": 4400 }, { "epoch": 2.11, "learning_rate": 5.906571654790183e-06, "loss": 0.1753, "step": 4450 }, { "epoch": 2.14, "learning_rate": 5.748218527315916e-06, "loss": 0.1288, "step": 4500 }, { "epoch": 2.14, "eval_accuracy": 0.8807339449541285, "eval_loss": 0.4524359703063965, "eval_runtime": 0.9177, "eval_samples_per_second": 950.221, "eval_steps_per_second": 59.934, "step": 4500 }, { "epoch": 2.16, "learning_rate": 5.5898653998416475e-06, "loss": 0.1249, "step": 4550 }, { "epoch": 2.19, "learning_rate": 5.431512272367379e-06, "loss": 0.1941, "step": 4600 }, { "epoch": 2.21, "learning_rate": 5.273159144893112e-06, "loss": 0.1798, "step": 4650 }, { "epoch": 2.23, "learning_rate": 5.114806017418844e-06, "loss": 0.1602, "step": 4700 }, { "epoch": 2.26, "learning_rate": 4.956452889944577e-06, "loss": 0.1359, "step": 4750 }, { "epoch": 2.28, "learning_rate": 4.798099762470309e-06, "loss": 0.1581, "step": 4800 }, { "epoch": 2.3, "learning_rate": 4.6397466349960415e-06, "loss": 0.15, "step": 4850 }, { "epoch": 2.33, "learning_rate": 4.481393507521774e-06, "loss": 0.1681, "step": 4900 }, { "epoch": 2.35, "learning_rate": 4.323040380047506e-06, "loss": 0.1527, "step": 4950 }, { "epoch": 2.38, "learning_rate": 4.164687252573238e-06, "loss": 0.1478, "step": 5000 }, { "epoch": 2.38, "eval_accuracy": 0.875, "eval_loss": 0.42590492963790894, "eval_runtime": 0.9164, "eval_samples_per_second": 951.592, "eval_steps_per_second": 60.02, "step": 5000 }, { "epoch": 2.4, "learning_rate": 4.006334125098972e-06, "loss": 0.1698, "step": 5050 }, { "epoch": 2.42, "learning_rate": 3.8479809976247036e-06, "loss": 0.151, "step": 5100 }, { "epoch": 2.45, "learning_rate": 3.6896278701504355e-06, "loss": 0.1663, "step": 5150 }, { "epoch": 2.47, "learning_rate": 3.531274742676168e-06, "loss": 0.162, "step": 5200 }, { "epoch": 2.49, "learning_rate": 3.3729216152019006e-06, "loss": 0.1691, "step": 5250 }, { "epoch": 2.52, "learning_rate": 3.214568487727633e-06, "loss": 0.1384, "step": 5300 }, { "epoch": 2.54, "learning_rate": 3.0562153602533652e-06, "loss": 0.1513, "step": 5350 }, { "epoch": 2.57, "learning_rate": 2.897862232779098e-06, "loss": 0.1394, "step": 5400 }, { "epoch": 2.59, "learning_rate": 2.73950910530483e-06, "loss": 0.154, "step": 5450 }, { "epoch": 2.61, "learning_rate": 2.581155977830562e-06, "loss": 0.1761, "step": 5500 }, { "epoch": 2.61, "eval_accuracy": 0.8818807339449541, "eval_loss": 0.40600278973579407, "eval_runtime": 1.6773, "eval_samples_per_second": 519.893, "eval_steps_per_second": 32.791, "step": 5500 }, { "epoch": 2.64, "learning_rate": 2.422802850356295e-06, "loss": 0.163, "step": 5550 }, { "epoch": 2.66, "learning_rate": 2.264449722882027e-06, "loss": 0.143, "step": 5600 }, { "epoch": 2.68, "learning_rate": 2.1060965954077596e-06, "loss": 0.1528, "step": 5650 }, { "epoch": 2.71, "learning_rate": 1.947743467933492e-06, "loss": 0.1403, "step": 5700 }, { "epoch": 2.73, "learning_rate": 1.789390340459224e-06, "loss": 0.1273, "step": 5750 }, { "epoch": 2.76, "learning_rate": 1.6310372129849566e-06, "loss": 0.1575, "step": 5800 }, { "epoch": 2.78, "learning_rate": 1.472684085510689e-06, "loss": 0.1285, "step": 5850 }, { "epoch": 2.8, "learning_rate": 1.3143309580364213e-06, "loss": 0.1461, "step": 5900 }, { "epoch": 2.83, "learning_rate": 1.1559778305621536e-06, "loss": 0.154, "step": 5950 }, { "epoch": 2.85, "learning_rate": 9.976247030878861e-07, "loss": 0.1487, "step": 6000 }, { "epoch": 2.85, "eval_accuracy": 0.8807339449541285, "eval_loss": 0.4408171772956848, "eval_runtime": 0.9153, "eval_samples_per_second": 952.703, "eval_steps_per_second": 60.09, "step": 6000 }, { "epoch": 2.87, "learning_rate": 8.392715756136184e-07, "loss": 0.1697, "step": 6050 }, { "epoch": 2.9, "learning_rate": 6.809184481393508e-07, "loss": 0.1362, "step": 6100 }, { "epoch": 2.92, "learning_rate": 5.225653206650831e-07, "loss": 0.1442, "step": 6150 }, { "epoch": 2.95, "learning_rate": 3.642121931908155e-07, "loss": 0.1833, "step": 6200 }, { "epoch": 2.97, "learning_rate": 2.0585906571654793e-07, "loss": 0.1545, "step": 6250 }, { "epoch": 2.99, "learning_rate": 4.750593824228029e-08, "loss": 0.1405, "step": 6300 }, { "epoch": 3.0, "step": 6315, "total_flos": 5774180234831100.0, "train_loss": 0.24077867121330254, "train_runtime": 816.4155, "train_samples_per_second": 247.481, "train_steps_per_second": 7.735 } ], "logging_steps": 50, "max_steps": 6315, "num_train_epochs": 3, "save_steps": 500, "total_flos": 5774180234831100.0, "trial_name": null, "trial_params": null }