{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "global_step": 570, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.4285714285714286e-06, "loss": 1.0431, "step": 1 }, { "epoch": 0.09, "learning_rate": 7.142857142857143e-06, "loss": 1.0528, "step": 5 }, { "epoch": 0.18, "learning_rate": 1.4285714285714285e-05, "loss": 0.9619, "step": 10 }, { "epoch": 0.26, "learning_rate": 2.1428571428571428e-05, "loss": 0.845, "step": 15 }, { "epoch": 0.35, "learning_rate": 2.857142857142857e-05, "loss": 0.7895, "step": 20 }, { "epoch": 0.44, "learning_rate": 3.571428571428572e-05, "loss": 0.6763, "step": 25 }, { "epoch": 0.53, "learning_rate": 4.2857142857142856e-05, "loss": 0.6805, "step": 30 }, { "epoch": 0.61, "learning_rate": 5e-05, "loss": 0.658, "step": 35 }, { "epoch": 0.7, "learning_rate": 4.998922515567496e-05, "loss": 0.7479, "step": 40 }, { "epoch": 0.79, "learning_rate": 4.995690991048146e-05, "loss": 0.722, "step": 45 }, { "epoch": 0.88, "learning_rate": 4.99030821197584e-05, "loss": 0.6369, "step": 50 }, { "epoch": 0.96, "learning_rate": 4.982778818239101e-05, "loss": 0.4374, "step": 55 }, { "epoch": 1.0, "eval_f1": 0.5522201375859912, "eval_loss": 0.42813247442245483, "eval_runtime": 0.7559, "eval_samples_per_second": 133.614, "eval_steps_per_second": 17.198, "step": 57 }, { "epoch": 1.05, "learning_rate": 4.97310930008156e-05, "loss": 0.5211, "step": 60 }, { "epoch": 1.14, "learning_rate": 4.961307992507443e-05, "loss": 0.4878, "step": 65 }, { "epoch": 1.23, "learning_rate": 4.947385068096907e-05, "loss": 0.2413, "step": 70 }, { "epoch": 1.32, "learning_rate": 4.9313525282373974e-05, "loss": 0.371, "step": 75 }, { "epoch": 1.4, "learning_rate": 4.9132241927786035e-05, "loss": 0.388, "step": 80 }, { "epoch": 1.49, "learning_rate": 4.893015688119921e-05, "loss": 0.3017, "step": 85 }, { "epoch": 1.58, "learning_rate": 4.870744433740688e-05, "loss": 0.4045, "step": 90 }, { "epoch": 1.67, "learning_rate": 4.8464296271848155e-05, "loss": 0.1947, "step": 95 }, { "epoch": 1.75, "learning_rate": 4.8200922275127355e-05, "loss": 0.1576, "step": 100 }, { "epoch": 1.84, "learning_rate": 4.7917549372349616e-05, "loss": 0.1537, "step": 105 }, { "epoch": 1.93, "learning_rate": 4.761442182742799e-05, "loss": 0.2038, "step": 110 }, { "epoch": 2.0, "eval_f1": 0.6002116402116403, "eval_loss": 0.33254939317703247, "eval_runtime": 0.4237, "eval_samples_per_second": 238.366, "eval_steps_per_second": 30.681, "step": 114 }, { "epoch": 2.02, "learning_rate": 4.7291800932531064e-05, "loss": 0.0917, "step": 115 }, { "epoch": 2.11, "learning_rate": 4.694996478285231e-05, "loss": 0.1923, "step": 120 }, { "epoch": 2.19, "learning_rate": 4.6589208036895535e-05, "loss": 0.0289, "step": 125 }, { "epoch": 2.28, "learning_rate": 4.620984166248288e-05, "loss": 0.4299, "step": 130 }, { "epoch": 2.37, "learning_rate": 4.581219266870446e-05, "loss": 0.1862, "step": 135 }, { "epoch": 2.46, "learning_rate": 4.53966038240406e-05, "loss": 0.1792, "step": 140 }, { "epoch": 2.54, "learning_rate": 4.496343336089965e-05, "loss": 0.198, "step": 145 }, { "epoch": 2.63, "learning_rate": 4.4513054666826146e-05, "loss": 0.2583, "step": 150 }, { "epoch": 2.72, "learning_rate": 4.4045855962645363e-05, "loss": 0.0596, "step": 155 }, { "epoch": 2.81, "learning_rate": 4.3562239967821805e-05, "loss": 0.1632, "step": 160 }, { "epoch": 2.89, "learning_rate": 4.306262355332006e-05, "loss": 0.0914, "step": 165 }, { "epoch": 2.98, "learning_rate": 4.254743738226721e-05, "loss": 0.125, "step": 170 }, { "epoch": 3.0, "eval_f1": 0.6362258953168044, "eval_loss": 0.19313393533229828, "eval_runtime": 1.7454, "eval_samples_per_second": 57.867, "eval_steps_per_second": 7.448, "step": 171 }, { "epoch": 3.07, "learning_rate": 4.201712553872658e-05, "loss": 0.0745, "step": 175 }, { "epoch": 3.16, "learning_rate": 4.147214514490278e-05, "loss": 0.1091, "step": 180 }, { "epoch": 3.25, "learning_rate": 4.0912965967108125e-05, "loss": 0.0114, "step": 185 }, { "epoch": 3.33, "learning_rate": 4.034007001082985e-05, "loss": 0.0886, "step": 190 }, { "epoch": 3.42, "learning_rate": 3.975395110524742e-05, "loss": 0.08, "step": 195 }, { "epoch": 3.51, "learning_rate": 3.9155114477557933e-05, "loss": 0.1271, "step": 200 }, { "epoch": 3.6, "learning_rate": 3.854407631747654e-05, "loss": 0.0584, "step": 205 }, { "epoch": 3.68, "learning_rate": 3.792136333228735e-05, "loss": 0.1567, "step": 210 }, { "epoch": 3.77, "learning_rate": 3.728751229282836e-05, "loss": 0.0222, "step": 215 }, { "epoch": 3.86, "learning_rate": 3.664306957080159e-05, "loss": 0.2284, "step": 220 }, { "epoch": 3.95, "learning_rate": 3.598859066780754e-05, "loss": 0.0135, "step": 225 }, { "epoch": 4.0, "eval_f1": 0.7928141817030706, "eval_loss": 0.21502041816711426, "eval_runtime": 0.4545, "eval_samples_per_second": 222.231, "eval_steps_per_second": 28.604, "step": 228 }, { "epoch": 4.04, "learning_rate": 3.5324639736509714e-05, "loss": 0.0824, "step": 230 }, { "epoch": 4.12, "learning_rate": 3.4651789094342044e-05, "loss": 0.0428, "step": 235 }, { "epoch": 4.21, "learning_rate": 3.39706187301784e-05, "loss": 0.0037, "step": 240 }, { "epoch": 4.3, "learning_rate": 3.3281715804389403e-05, "loss": 0.0033, "step": 245 }, { "epoch": 4.39, "learning_rate": 3.258567414271748e-05, "loss": 0.003, "step": 250 }, { "epoch": 4.47, "learning_rate": 3.18830937244065e-05, "loss": 0.0022, "step": 255 }, { "epoch": 4.56, "learning_rate": 3.117458016502711e-05, "loss": 0.0018, "step": 260 }, { "epoch": 4.65, "learning_rate": 3.046074419444366e-05, "loss": 0.0015, "step": 265 }, { "epoch": 4.74, "learning_rate": 2.9742201130372693e-05, "loss": 0.0013, "step": 270 }, { "epoch": 4.82, "learning_rate": 2.901957034798671e-05, "loss": 0.1622, "step": 275 }, { "epoch": 4.91, "learning_rate": 2.8293474746020472e-05, "loss": 0.0093, "step": 280 }, { "epoch": 5.0, "learning_rate": 2.756454020984009e-05, "loss": 0.0939, "step": 285 }, { "epoch": 5.0, "eval_f1": 0.7998317914213624, "eval_loss": 0.14565160870552063, "eval_runtime": 0.4475, "eval_samples_per_second": 225.691, "eval_steps_per_second": 29.049, "step": 285 }, { "epoch": 5.09, "learning_rate": 2.68333950719376e-05, "loss": 0.0806, "step": 290 }, { "epoch": 5.18, "learning_rate": 2.6100669570316195e-05, "loss": 0.0034, "step": 295 }, { "epoch": 5.26, "learning_rate": 2.5366995305232916e-05, "loss": 0.004, "step": 300 }, { "epoch": 5.35, "learning_rate": 2.463300469476709e-05, "loss": 0.037, "step": 305 }, { "epoch": 5.44, "learning_rate": 2.3899330429683807e-05, "loss": 0.0021, "step": 310 }, { "epoch": 5.53, "learning_rate": 2.3166604928062406e-05, "loss": 0.0016, "step": 315 }, { "epoch": 5.61, "learning_rate": 2.243545979015992e-05, "loss": 0.0016, "step": 320 }, { "epoch": 5.7, "learning_rate": 2.1706525253979534e-05, "loss": 0.0014, "step": 325 }, { "epoch": 5.79, "learning_rate": 2.0980429652013297e-05, "loss": 0.0013, "step": 330 }, { "epoch": 5.88, "learning_rate": 2.025779886962731e-05, "loss": 0.0011, "step": 335 }, { "epoch": 5.96, "learning_rate": 1.9539255805556344e-05, "loss": 0.001, "step": 340 }, { "epoch": 6.0, "eval_f1": 0.8066695032443358, "eval_loss": 0.2502600848674774, "eval_runtime": 0.4423, "eval_samples_per_second": 228.329, "eval_steps_per_second": 29.389, "step": 342 }, { "epoch": 6.05, "learning_rate": 1.8825419834972902e-05, "loss": 0.0011, "step": 345 }, { "epoch": 6.14, "learning_rate": 1.811690627559351e-05, "loss": 0.0011, "step": 350 }, { "epoch": 6.23, "learning_rate": 1.7414325857282526e-05, "loss": 0.0009, "step": 355 }, { "epoch": 6.32, "learning_rate": 1.6718284195610606e-05, "loss": 0.0009, "step": 360 }, { "epoch": 6.4, "learning_rate": 1.6029381269821604e-05, "loss": 0.0007, "step": 365 }, { "epoch": 6.49, "learning_rate": 1.534821090565796e-05, "loss": 0.0008, "step": 370 }, { "epoch": 6.58, "learning_rate": 1.4675360263490295e-05, "loss": 0.0605, "step": 375 }, { "epoch": 6.67, "learning_rate": 1.4011409332192472e-05, "loss": 0.0008, "step": 380 }, { "epoch": 6.75, "learning_rate": 1.335693042919841e-05, "loss": 0.0024, "step": 385 }, { "epoch": 6.84, "learning_rate": 1.2712487707171645e-05, "loss": 0.0009, "step": 390 }, { "epoch": 6.93, "learning_rate": 1.2078636667712649e-05, "loss": 0.0008, "step": 395 }, { "epoch": 7.0, "eval_f1": 0.8582166199813259, "eval_loss": 0.309122771024704, "eval_runtime": 0.4346, "eval_samples_per_second": 232.408, "eval_steps_per_second": 29.914, "step": 399 }, { "epoch": 7.02, "learning_rate": 1.1455923682523475e-05, "loss": 0.0011, "step": 400 }, { "epoch": 7.11, "learning_rate": 1.0844885522442074e-05, "loss": 0.0007, "step": 405 }, { "epoch": 7.19, "learning_rate": 1.0246048894752589e-05, "loss": 0.0006, "step": 410 }, { "epoch": 7.28, "learning_rate": 9.659929989170154e-06, "loss": 0.0007, "step": 415 }, { "epoch": 7.37, "learning_rate": 9.087034032891883e-06, "loss": 0.0005, "step": 420 }, { "epoch": 7.46, "learning_rate": 8.527854855097225e-06, "loss": 0.0005, "step": 425 }, { "epoch": 7.54, "learning_rate": 7.982874461273438e-06, "loss": 0.0006, "step": 430 }, { "epoch": 7.63, "learning_rate": 7.452562617732794e-06, "loss": 0.0007, "step": 435 }, { "epoch": 7.72, "learning_rate": 6.93737644667995e-06, "loss": 0.0005, "step": 440 }, { "epoch": 7.81, "learning_rate": 6.4377600321782e-06, "loss": 0.0005, "step": 445 }, { "epoch": 7.89, "learning_rate": 5.954144037354645e-06, "loss": 0.0005, "step": 450 }, { "epoch": 7.98, "learning_rate": 5.486945333173851e-06, "loss": 0.0005, "step": 455 }, { "epoch": 8.0, "eval_f1": 0.8582166199813259, "eval_loss": 0.287475049495697, "eval_runtime": 0.4503, "eval_samples_per_second": 224.273, "eval_steps_per_second": 28.867, "step": 456 }, { "epoch": 8.07, "learning_rate": 5.036566639100351e-06, "loss": 0.0006, "step": 460 }, { "epoch": 8.16, "learning_rate": 4.603396175959404e-06, "loss": 0.0005, "step": 465 }, { "epoch": 8.25, "learning_rate": 4.187807331295549e-06, "loss": 0.0004, "step": 470 }, { "epoch": 8.33, "learning_rate": 3.7901583375171273e-06, "loss": 0.0004, "step": 475 }, { "epoch": 8.42, "learning_rate": 3.4107919631044732e-06, "loss": 0.0004, "step": 480 }, { "epoch": 8.51, "learning_rate": 3.0500352171476897e-06, "loss": 0.0005, "step": 485 }, { "epoch": 8.6, "learning_rate": 2.708199067468939e-06, "loss": 0.0005, "step": 490 }, { "epoch": 8.68, "learning_rate": 2.385578172572009e-06, "loss": 0.0004, "step": 495 }, { "epoch": 8.77, "learning_rate": 2.0824506276503897e-06, "loss": 0.0004, "step": 500 }, { "epoch": 8.86, "learning_rate": 1.7990777248726442e-06, "loss": 0.0005, "step": 505 }, { "epoch": 8.95, "learning_rate": 1.5357037281518522e-06, "loss": 0.0004, "step": 510 }, { "epoch": 9.0, "eval_f1": 0.8582166199813259, "eval_loss": 0.29764121770858765, "eval_runtime": 0.4478, "eval_samples_per_second": 225.548, "eval_steps_per_second": 29.031, "step": 513 }, { "epoch": 9.04, "learning_rate": 1.2925556625931173e-06, "loss": 0.0005, "step": 515 }, { "epoch": 9.12, "learning_rate": 1.0698431188007952e-06, "loss": 0.0004, "step": 520 }, { "epoch": 9.21, "learning_rate": 8.677580722139672e-07, "loss": 0.0005, "step": 525 }, { "epoch": 9.3, "learning_rate": 6.864747176260289e-07, "loss": 0.0004, "step": 530 }, { "epoch": 9.39, "learning_rate": 5.261493190309303e-07, "loss": 0.0004, "step": 535 }, { "epoch": 9.47, "learning_rate": 3.8692007492557024e-07, "loss": 0.0005, "step": 540 }, { "epoch": 9.56, "learning_rate": 2.6890699918440676e-07, "loss": 0.0005, "step": 545 }, { "epoch": 9.65, "learning_rate": 1.7221181760899152e-07, "loss": 0.0004, "step": 550 }, { "epoch": 9.74, "learning_rate": 9.691788024160376e-08, "loss": 0.0004, "step": 555 }, { "epoch": 9.82, "learning_rate": 4.3090089518540987e-08, "loss": 0.0004, "step": 560 }, { "epoch": 9.91, "learning_rate": 1.0774844325039946e-08, "loss": 0.0004, "step": 565 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.0007, "step": 570 }, { "epoch": 10.0, "eval_f1": 0.8582166199813259, "eval_loss": 0.3003327250480652, "eval_runtime": 1.7359, "eval_samples_per_second": 58.182, "eval_steps_per_second": 7.489, "step": 570 }, { "epoch": 10.0, "step": 570, "total_flos": 196303165360848.0, "train_loss": 0.13365532121531207, "train_runtime": 203.1053, "train_samples_per_second": 44.706, "train_steps_per_second": 2.806 } ], "max_steps": 570, "num_train_epochs": 10, "total_flos": 196303165360848.0, "trial_name": null, "trial_params": null }