{ "best_metric": 0.872858618136751, "best_model_checkpoint": "D:/00_DATA/02_ELTE/MODELS/hupunct-v02f-01\\checkpoint-371200", "epoch": 0.887830125951332, "global_step": 371200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 8.000000000000001e-06, "loss": 0.9731, "step": 400 }, { "epoch": 0.0, "learning_rate": 1.6000000000000003e-05, "loss": 0.3913, "step": 800 }, { "epoch": 0.0, "learning_rate": 1.999999717021846e-05, "loss": 0.3215, "step": 1200 }, { "epoch": 0.0, "learning_rate": 1.999997453197575e-05, "loss": 0.2949, "step": 1600 }, { "epoch": 0.0, "eval_accuracy": 0.9126170744127641, "eval_f1": 0.8145480413876998, "eval_loss": 0.2609182596206665, "eval_precision": 0.8187897831637073, "eval_recall": 0.8103500218088356, "eval_runtime": 534.8153, "eval_samples_per_second": 31.695, "eval_steps_per_second": 3.962, "step": 1600 }, { "epoch": 0.0, "learning_rate": 1.9999929255541574e-05, "loss": 0.2828, "step": 2000 }, { "epoch": 0.01, "learning_rate": 1.9999861341018434e-05, "loss": 0.2728, "step": 2400 }, { "epoch": 0.01, "learning_rate": 1.9999770788560077e-05, "loss": 0.266, "step": 2800 }, { "epoch": 0.01, "learning_rate": 1.9999657598371494e-05, "loss": 0.2623, "step": 3200 }, { "epoch": 0.01, "eval_accuracy": 0.9194747488767328, "eval_f1": 0.8286546809878433, "eval_loss": 0.23863454163074493, "eval_precision": 0.8377330317376491, "eval_recall": 0.8197709815005051, "eval_runtime": 522.5618, "eval_samples_per_second": 32.438, "eval_steps_per_second": 4.055, "step": 3200 }, { "epoch": 0.01, "learning_rate": 1.9999521770708934e-05, "loss": 0.2648, "step": 3600 }, { "epoch": 0.01, "learning_rate": 1.9999363305879883e-05, "loss": 0.2549, "step": 4000 }, { "epoch": 0.01, "learning_rate": 1.9999182204243077e-05, "loss": 0.2499, "step": 4400 }, { "epoch": 0.01, "learning_rate": 1.9998978466208495e-05, "loss": 0.2476, "step": 4800 }, { "epoch": 0.01, "eval_accuracy": 0.921358067877135, "eval_f1": 0.8341903407191237, "eval_loss": 0.22921068966388702, "eval_precision": 0.8304616814064032, "eval_recall": 0.8379526333811813, "eval_runtime": 506.5545, "eval_samples_per_second": 33.463, "eval_steps_per_second": 4.183, "step": 4800 }, { "epoch": 0.01, "learning_rate": 1.9998752092237376e-05, "loss": 0.2524, "step": 5200 }, { "epoch": 0.01, "learning_rate": 1.9998503082842177e-05, "loss": 0.2478, "step": 5600 }, { "epoch": 0.01, "learning_rate": 1.9998231438586622e-05, "loss": 0.2421, "step": 6000 }, { "epoch": 0.02, "learning_rate": 1.9997937160085664e-05, "loss": 0.241, "step": 6400 }, { "epoch": 0.02, "eval_accuracy": 0.9234379527885445, "eval_f1": 0.8365269322200962, "eval_loss": 0.22358419001102448, "eval_precision": 0.8486267645192161, "eval_recall": 0.8247672914340725, "eval_runtime": 514.0292, "eval_samples_per_second": 32.977, "eval_steps_per_second": 4.122, "step": 6400 }, { "epoch": 0.02, "learning_rate": 1.999762024800549e-05, "loss": 0.2421, "step": 6800 }, { "epoch": 0.02, "learning_rate": 1.9997280703063548e-05, "loss": 0.2372, "step": 7200 }, { "epoch": 0.02, "learning_rate": 1.999691852602849e-05, "loss": 0.2372, "step": 7600 }, { "epoch": 0.02, "learning_rate": 1.9996533717720243e-05, "loss": 0.2386, "step": 8000 }, { "epoch": 0.02, "eval_accuracy": 0.9254024865212617, "eval_f1": 0.8414120516235785, "eval_loss": 0.21748805046081543, "eval_precision": 0.8474481429336846, "eval_recall": 0.8354613383365032, "eval_runtime": 516.1733, "eval_samples_per_second": 32.84, "eval_steps_per_second": 4.105, "step": 8000 }, { "epoch": 0.02, "learning_rate": 1.9996126279009926e-05, "loss": 0.2394, "step": 8400 }, { "epoch": 0.02, "learning_rate": 1.9995696210819922e-05, "loss": 0.238, "step": 8800 }, { "epoch": 0.02, "learning_rate": 1.9995243514123824e-05, "loss": 0.2349, "step": 9200 }, { "epoch": 0.02, "learning_rate": 1.9994768189946457e-05, "loss": 0.2349, "step": 9600 }, { "epoch": 0.02, "eval_accuracy": 0.9247767767129416, "eval_f1": 0.8413244775987313, "eval_loss": 0.2197960615158081, "eval_precision": 0.8403090006181837, "eval_recall": 0.8423424118685799, "eval_runtime": 529.8447, "eval_samples_per_second": 31.992, "eval_steps_per_second": 3.999, "step": 9600 }, { "epoch": 0.02, "learning_rate": 1.9994270239363875e-05, "loss": 0.2274, "step": 10000 }, { "epoch": 0.02, "learning_rate": 1.999374966350335e-05, "loss": 0.23, "step": 10400 }, { "epoch": 0.03, "learning_rate": 1.9993206463543375e-05, "loss": 0.229, "step": 10800 }, { "epoch": 0.03, "learning_rate": 1.999264064071366e-05, "loss": 0.2333, "step": 11200 }, { "epoch": 0.03, "eval_accuracy": 0.9262532718002005, "eval_f1": 0.8427277359860608, "eval_loss": 0.21289820969104767, "eval_precision": 0.8513247864743565, "eval_recall": 0.8343025831608348, "eval_runtime": 528.0366, "eval_samples_per_second": 32.102, "eval_steps_per_second": 4.013, "step": 11200 }, { "epoch": 0.03, "learning_rate": 1.9992052196295125e-05, "loss": 0.2319, "step": 11600 }, { "epoch": 0.03, "learning_rate": 1.999144113161991e-05, "loss": 0.2332, "step": 12000 }, { "epoch": 0.03, "learning_rate": 1.9990807448071357e-05, "loss": 0.2303, "step": 12400 }, { "epoch": 0.03, "learning_rate": 1.999015114708401e-05, "loss": 0.2286, "step": 12800 }, { "epoch": 0.03, "eval_accuracy": 0.9269069284794558, "eval_f1": 0.8437310209280239, "eval_loss": 0.21160121262073517, "eval_precision": 0.8538120476568147, "eval_recall": 0.8338852712327451, "eval_runtime": 521.5959, "eval_samples_per_second": 32.498, "eval_steps_per_second": 4.063, "step": 12800 }, { "epoch": 0.03, "learning_rate": 1.9989472230143628e-05, "loss": 0.2309, "step": 13200 }, { "epoch": 0.03, "learning_rate": 1.9988770698787157e-05, "loss": 0.2327, "step": 13600 }, { "epoch": 0.03, "learning_rate": 1.9988046554602735e-05, "loss": 0.2299, "step": 14000 }, { "epoch": 0.03, "learning_rate": 1.9987299799229706e-05, "loss": 0.2295, "step": 14400 }, { "epoch": 0.03, "eval_accuracy": 0.9272647984777396, "eval_f1": 0.8454534656124277, "eval_loss": 0.21050414443016052, "eval_precision": 0.848673467095452, "eval_recall": 0.842257806162611, "eval_runtime": 495.85, "eval_samples_per_second": 34.186, "eval_steps_per_second": 4.273, "step": 14400 }, { "epoch": 0.04, "learning_rate": 1.9986530434358588e-05, "loss": 0.2241, "step": 14800 }, { "epoch": 0.04, "learning_rate": 1.998573846173109e-05, "loss": 0.2297, "step": 15200 }, { "epoch": 0.04, "learning_rate": 1.99849238831401e-05, "loss": 0.2201, "step": 15600 }, { "epoch": 0.04, "learning_rate": 1.9984086700429683e-05, "loss": 0.2256, "step": 16000 }, { "epoch": 0.04, "eval_accuracy": 0.9279364611946443, "eval_f1": 0.8463979985331287, "eval_loss": 0.20822134613990784, "eval_precision": 0.8561796543632718, "eval_recall": 0.8368373243788484, "eval_runtime": 497.8701, "eval_samples_per_second": 34.047, "eval_steps_per_second": 4.256, "step": 16000 }, { "epoch": 0.04, "learning_rate": 1.998322691549507e-05, "loss": 0.2271, "step": 16400 }, { "epoch": 0.04, "learning_rate": 1.9982344530282666e-05, "loss": 0.2217, "step": 16800 }, { "epoch": 0.04, "learning_rate": 1.998143954679004e-05, "loss": 0.2204, "step": 17200 }, { "epoch": 0.04, "learning_rate": 1.9980511967065905e-05, "loss": 0.2238, "step": 17600 }, { "epoch": 0.04, "eval_accuracy": 0.9277969144028607, "eval_f1": 0.8467242502560018, "eval_loss": 0.20991012454032898, "eval_precision": 0.8475703430285909, "eval_recall": 0.8458798450343596, "eval_runtime": 498.3421, "eval_samples_per_second": 34.015, "eval_steps_per_second": 4.252, "step": 17600 }, { "epoch": 0.04, "learning_rate": 1.997956179321015e-05, "loss": 0.2275, "step": 18000 }, { "epoch": 0.04, "learning_rate": 1.99785890273738e-05, "loss": 0.2226, "step": 18400 }, { "epoch": 0.04, "learning_rate": 1.9977593671759022e-05, "loss": 0.2251, "step": 18800 }, { "epoch": 0.05, "learning_rate": 1.9976575728619133e-05, "loss": 0.2264, "step": 19200 }, { "epoch": 0.05, "eval_accuracy": 0.928742794068136, "eval_f1": 0.8487050269322584, "eval_loss": 0.20485791563987732, "eval_precision": 0.8557066460107723, "eval_recall": 0.8418170561673273, "eval_runtime": 497.9006, "eval_samples_per_second": 34.045, "eval_steps_per_second": 4.256, "step": 19200 }, { "epoch": 0.05, "learning_rate": 1.9975535200258573e-05, "loss": 0.2231, "step": 19600 }, { "epoch": 0.05, "learning_rate": 1.997447208903292e-05, "loss": 0.2219, "step": 20000 }, { "epoch": 0.05, "learning_rate": 1.9973386397348867e-05, "loss": 0.2215, "step": 20400 }, { "epoch": 0.05, "learning_rate": 1.9972278127664235e-05, "loss": 0.2234, "step": 20800 }, { "epoch": 0.05, "eval_accuracy": 0.92921413961619, "eval_f1": 0.8492843483019629, "eval_loss": 0.20633253455162048, "eval_precision": 0.855414881500537, "eval_recall": 0.8432410616644115, "eval_runtime": 527.3621, "eval_samples_per_second": 32.143, "eval_steps_per_second": 4.018, "step": 20800 }, { "epoch": 0.05, "learning_rate": 1.997114728248795e-05, "loss": 0.2223, "step": 21200 }, { "epoch": 0.05, "learning_rate": 1.9969993864380048e-05, "loss": 0.2165, "step": 21600 }, { "epoch": 0.05, "learning_rate": 1.9968817875951666e-05, "loss": 0.2204, "step": 22000 }, { "epoch": 0.05, "learning_rate": 1.9967619319865032e-05, "loss": 0.2218, "step": 22400 }, { "epoch": 0.05, "eval_accuracy": 0.9294052662033238, "eval_f1": 0.8486742459996486, "eval_loss": 0.2052079290151596, "eval_precision": 0.8625646753774255, "eval_recall": 0.835224099363685, "eval_runtime": 527.1534, "eval_samples_per_second": 32.156, "eval_steps_per_second": 4.02, "step": 22400 }, { "epoch": 0.05, "learning_rate": 1.9966398198833473e-05, "loss": 0.2218, "step": 22800 }, { "epoch": 0.06, "learning_rate": 1.996515451562139e-05, "loss": 0.22, "step": 23200 }, { "epoch": 0.06, "learning_rate": 1.9963888273044266e-05, "loss": 0.2238, "step": 23600 }, { "epoch": 0.06, "learning_rate": 1.9962599473968648e-05, "loss": 0.2201, "step": 24000 }, { "epoch": 0.06, "eval_accuracy": 0.9294566584357817, "eval_f1": 0.8486989268171238, "eval_loss": 0.20412935316562653, "eval_precision": 0.8638502628204141, "eval_recall": 0.8340699174694205, "eval_runtime": 530.3778, "eval_samples_per_second": 31.96, "eval_steps_per_second": 3.995, "step": 24000 }, { "epoch": 0.06, "learning_rate": 1.9961288121312156e-05, "loss": 0.2199, "step": 24400 }, { "epoch": 0.06, "learning_rate": 1.995995421804346e-05, "loss": 0.2109, "step": 24800 }, { "epoch": 0.06, "learning_rate": 1.9958597767182288e-05, "loss": 0.2182, "step": 25200 }, { "epoch": 0.06, "learning_rate": 1.99572187717994e-05, "loss": 0.2145, "step": 25600 }, { "epoch": 0.06, "eval_accuracy": 0.9299360691881997, "eval_f1": 0.8503947108030143, "eval_loss": 0.20322902500629425, "eval_precision": 0.8596300224752702, "eval_recall": 0.8413557264057266, "eval_runtime": 528.0331, "eval_samples_per_second": 32.102, "eval_steps_per_second": 4.013, "step": 25600 }, { "epoch": 0.06, "learning_rate": 1.995581723501661e-05, "loss": 0.2168, "step": 26000 }, { "epoch": 0.06, "learning_rate": 1.995439316000674e-05, "loss": 0.2143, "step": 26400 }, { "epoch": 0.06, "learning_rate": 1.9952946549993654e-05, "loss": 0.215, "step": 26800 }, { "epoch": 0.07, "learning_rate": 1.9951477408252226e-05, "loss": 0.2191, "step": 27200 }, { "epoch": 0.07, "eval_accuracy": 0.9298897411538306, "eval_f1": 0.8502200955614806, "eval_loss": 0.2037987858057022, "eval_precision": 0.8568045001480312, "eval_recall": 0.8437361193763645, "eval_runtime": 534.3649, "eval_samples_per_second": 31.722, "eval_steps_per_second": 3.965, "step": 27200 }, { "epoch": 0.07, "learning_rate": 1.994998573810833e-05, "loss": 0.2124, "step": 27600 }, { "epoch": 0.07, "learning_rate": 1.9948471542938844e-05, "loss": 0.2206, "step": 28000 }, { "epoch": 0.07, "learning_rate": 1.994693482617165e-05, "loss": 0.2181, "step": 28400 }, { "epoch": 0.07, "learning_rate": 1.9945375591285598e-05, "loss": 0.2166, "step": 28800 }, { "epoch": 0.07, "eval_accuracy": 0.9298203428837232, "eval_f1": 0.8498029100498555, "eval_loss": 0.2016349732875824, "eval_precision": 0.8582691443207665, "eval_recall": 0.8415020714106458, "eval_runtime": 528.1147, "eval_samples_per_second": 32.097, "eval_steps_per_second": 4.012, "step": 28800 }, { "epoch": 0.07, "learning_rate": 1.994379384181053e-05, "loss": 0.219, "step": 29200 }, { "epoch": 0.07, "learning_rate": 1.994218958132724e-05, "loss": 0.2143, "step": 29600 }, { "epoch": 0.07, "learning_rate": 1.9940562813467498e-05, "loss": 0.21, "step": 30000 }, { "epoch": 0.07, "learning_rate": 1.9938913541914023e-05, "loss": 0.2181, "step": 30400 }, { "epoch": 0.07, "eval_accuracy": 0.9298070259183783, "eval_f1": 0.8510556795525572, "eval_loss": 0.20200121402740479, "eval_precision": 0.8524384543694888, "eval_recall": 0.8496773835799761, "eval_runtime": 541.0606, "eval_samples_per_second": 31.329, "eval_steps_per_second": 3.916, "step": 30400 }, { "epoch": 0.07, "learning_rate": 1.9937241770400475e-05, "loss": 0.2101, "step": 30800 }, { "epoch": 0.07, "learning_rate": 1.993554750271145e-05, "loss": 0.2156, "step": 31200 }, { "epoch": 0.08, "learning_rate": 1.993383074268248e-05, "loss": 0.2135, "step": 31600 }, { "epoch": 0.08, "learning_rate": 1.9932091494200005e-05, "loss": 0.2162, "step": 32000 }, { "epoch": 0.08, "eval_accuracy": 0.9304222322047362, "eval_f1": 0.8521463432829397, "eval_loss": 0.20058637857437134, "eval_precision": 0.8554234912632299, "eval_recall": 0.8488942091395886, "eval_runtime": 531.2526, "eval_samples_per_second": 31.908, "eval_steps_per_second": 3.989, "step": 32000 }, { "epoch": 0.08, "learning_rate": 1.9930329761201378e-05, "loss": 0.2166, "step": 32400 }, { "epoch": 0.08, "learning_rate": 1.9928545547674855e-05, "loss": 0.2184, "step": 32800 }, { "epoch": 0.08, "learning_rate": 1.9926738857659583e-05, "loss": 0.2129, "step": 33200 }, { "epoch": 0.08, "learning_rate": 1.9924909695245593e-05, "loss": 0.2132, "step": 33600 }, { "epoch": 0.08, "eval_accuracy": 0.9308982668250948, "eval_f1": 0.8532510553958745, "eval_loss": 0.19807742536067963, "eval_precision": 0.8564849081088927, "eval_recall": 0.8500415311117475, "eval_runtime": 513.6824, "eval_samples_per_second": 32.999, "eval_steps_per_second": 4.125, "step": 33600 }, { "epoch": 0.08, "learning_rate": 1.9923058064573785e-05, "loss": 0.2153, "step": 34000 }, { "epoch": 0.08, "learning_rate": 1.9921183969835935e-05, "loss": 0.2182, "step": 34400 }, { "epoch": 0.08, "learning_rate": 1.9919287415274652e-05, "loss": 0.215, "step": 34800 }, { "epoch": 0.08, "learning_rate": 1.9917368405183417e-05, "loss": 0.2122, "step": 35200 }, { "epoch": 0.08, "eval_accuracy": 0.9304693104906739, "eval_f1": 0.8513594685871199, "eval_loss": 0.20116887986660004, "eval_precision": 0.8675550803002179, "eval_recall": 0.8357574583073942, "eval_runtime": 528.6969, "eval_samples_per_second": 32.062, "eval_steps_per_second": 4.008, "step": 35200 }, { "epoch": 0.09, "learning_rate": 1.9915426943906523e-05, "loss": 0.2107, "step": 35600 }, { "epoch": 0.09, "learning_rate": 1.9913463035839103e-05, "loss": 0.2173, "step": 36000 }, { "epoch": 0.09, "learning_rate": 1.9911476685427103e-05, "loss": 0.2162, "step": 36400 }, { "epoch": 0.09, "learning_rate": 1.9909467897167268e-05, "loss": 0.2144, "step": 36800 }, { "epoch": 0.09, "eval_accuracy": 0.9311981798896942, "eval_f1": 0.8535460038652544, "eval_loss": 0.19797766208648682, "eval_precision": 0.8594919936426753, "eval_recall": 0.8476817179074265, "eval_runtime": 527.1896, "eval_samples_per_second": 32.154, "eval_steps_per_second": 4.019, "step": 36800 }, { "epoch": 0.09, "learning_rate": 1.9907436675607143e-05, "loss": 0.2098, "step": 37200 }, { "epoch": 0.09, "learning_rate": 1.9905383025345063e-05, "loss": 0.2103, "step": 37600 }, { "epoch": 0.09, "learning_rate": 1.9903306951030127e-05, "loss": 0.2132, "step": 38000 }, { "epoch": 0.09, "learning_rate": 1.9901208457362206e-05, "loss": 0.2108, "step": 38400 }, { "epoch": 0.09, "eval_accuracy": 0.9314845884260566, "eval_f1": 0.8536932048458404, "eval_loss": 0.1978066861629486, "eval_precision": 0.8647678400612767, "eval_recall": 0.8428986372193077, "eval_runtime": 511.1837, "eval_samples_per_second": 33.16, "eval_steps_per_second": 4.145, "step": 38400 }, { "epoch": 0.09, "learning_rate": 1.9899087549091925e-05, "loss": 0.2121, "step": 38800 }, { "epoch": 0.09, "learning_rate": 1.9896944231020643e-05, "loss": 0.2157, "step": 39200 }, { "epoch": 0.09, "learning_rate": 1.989477850800046e-05, "loss": 0.206, "step": 39600 }, { "epoch": 0.1, "learning_rate": 1.9892590384934197e-05, "loss": 0.2135, "step": 40000 }, { "epoch": 0.1, "eval_accuracy": 0.9315256646994445, "eval_f1": 0.854083963556381, "eval_loss": 0.19659361243247986, "eval_precision": 0.861560967665005, "eval_recall": 0.8467356203170313, "eval_runtime": 525.1972, "eval_samples_per_second": 32.275, "eval_steps_per_second": 4.035, "step": 40000 }, { "epoch": 0.1, "learning_rate": 1.9890379866775375e-05, "loss": 0.2087, "step": 40400 }, { "epoch": 0.1, "learning_rate": 1.9888146958528226e-05, "loss": 0.2121, "step": 40800 }, { "epoch": 0.1, "learning_rate": 1.988589166524766e-05, "loss": 0.2137, "step": 41200 }, { "epoch": 0.1, "learning_rate": 1.9883613992039265e-05, "loss": 0.2124, "step": 41600 }, { "epoch": 0.1, "eval_accuracy": 0.9315911241488162, "eval_f1": 0.8541205712583507, "eval_loss": 0.1993984431028366, "eval_precision": 0.8652020353679193, "eval_recall": 0.8433193791084502, "eval_runtime": 506.5743, "eval_samples_per_second": 33.462, "eval_steps_per_second": 4.183, "step": 41600 }, { "epoch": 0.1, "learning_rate": 1.98813139440593e-05, "loss": 0.2098, "step": 42000 }, { "epoch": 0.1, "learning_rate": 1.9878991526514663e-05, "loss": 0.2093, "step": 42400 }, { "epoch": 0.1, "learning_rate": 1.9876646744662905e-05, "loss": 0.2053, "step": 42800 }, { "epoch": 0.1, "learning_rate": 1.9874279603812207e-05, "loss": 0.2149, "step": 43200 }, { "epoch": 0.1, "eval_accuracy": 0.9317447381575135, "eval_f1": 0.854901810239421, "eval_loss": 0.19594933092594147, "eval_precision": 0.8568641650447913, "eval_recall": 0.852948423103989, "eval_runtime": 529.9283, "eval_samples_per_second": 31.987, "eval_steps_per_second": 3.999, "step": 43200 }, { "epoch": 0.1, "learning_rate": 1.987189010932135e-05, "loss": 0.2131, "step": 43600 }, { "epoch": 0.11, "learning_rate": 1.986947826659974e-05, "loss": 0.2121, "step": 44000 }, { "epoch": 0.11, "learning_rate": 1.986704408110736e-05, "loss": 0.2114, "step": 44400 }, { "epoch": 0.11, "learning_rate": 1.9864587558354785e-05, "loss": 0.214, "step": 44800 }, { "epoch": 0.11, "eval_accuracy": 0.9318758446191489, "eval_f1": 0.8547824642975755, "eval_loss": 0.19624784588813782, "eval_precision": 0.8622172747052573, "eval_recall": 0.847474776923908, "eval_runtime": 521.3801, "eval_samples_per_second": 32.512, "eval_steps_per_second": 4.064, "step": 44800 }, { "epoch": 0.11, "learning_rate": 1.9862108703903152e-05, "loss": 0.2041, "step": 45200 }, { "epoch": 0.11, "learning_rate": 1.9859607523364156e-05, "loss": 0.2152, "step": 45600 }, { "epoch": 0.11, "learning_rate": 1.9857084022400023e-05, "loss": 0.2052, "step": 46000 }, { "epoch": 0.11, "learning_rate": 1.9854538206723522e-05, "loss": 0.2121, "step": 46400 }, { "epoch": 0.11, "eval_accuracy": 0.9320234566152963, "eval_f1": 0.8549453521269698, "eval_loss": 0.19660033285617828, "eval_precision": 0.8624304031903434, "eval_recall": 0.8475891089590011, "eval_runtime": 558.1559, "eval_samples_per_second": 30.37, "eval_steps_per_second": 3.796, "step": 46400 }, { "epoch": 0.11, "learning_rate": 1.9851970082097937e-05, "loss": 0.2093, "step": 46800 }, { "epoch": 0.11, "learning_rate": 1.9849379654337047e-05, "loss": 0.2125, "step": 47200 }, { "epoch": 0.11, "learning_rate": 1.9846766929305134e-05, "loss": 0.2094, "step": 47600 }, { "epoch": 0.11, "learning_rate": 1.9844131912916942e-05, "loss": 0.2047, "step": 48000 }, { "epoch": 0.11, "eval_accuracy": 0.9315588633313608, "eval_f1": 0.854936316200278, "eval_loss": 0.19534911215305328, "eval_precision": 0.8586442077488341, "eval_recall": 0.8512603106058397, "eval_runtime": 531.9624, "eval_samples_per_second": 31.865, "eval_steps_per_second": 3.983, "step": 48000 }, { "epoch": 0.12, "learning_rate": 1.984147461113769e-05, "loss": 0.2095, "step": 48400 }, { "epoch": 0.12, "learning_rate": 1.9838795029983045e-05, "loss": 0.2077, "step": 48800 }, { "epoch": 0.12, "learning_rate": 1.983609317551911e-05, "loss": 0.2098, "step": 49200 }, { "epoch": 0.12, "learning_rate": 1.9833369053862413e-05, "loss": 0.2067, "step": 49600 }, { "epoch": 0.12, "eval_accuracy": 0.9323271209377394, "eval_f1": 0.8558910139962379, "eval_loss": 0.1953110247850418, "eval_precision": 0.8618274362928947, "eval_recall": 0.8500358145099929, "eval_runtime": 522.8678, "eval_samples_per_second": 32.419, "eval_steps_per_second": 4.053, "step": 49600 }, { "epoch": 0.12, "learning_rate": 1.9830622671179878e-05, "loss": 0.2026, "step": 50000 }, { "epoch": 0.12, "learning_rate": 1.9827854033688846e-05, "loss": 0.2081, "step": 50400 }, { "epoch": 0.12, "learning_rate": 1.9825063147657023e-05, "loss": 0.2113, "step": 50800 }, { "epoch": 0.12, "learning_rate": 1.9822250019402484e-05, "loss": 0.2122, "step": 51200 }, { "epoch": 0.12, "eval_accuracy": 0.9314024358792807, "eval_f1": 0.8545864448960637, "eval_loss": 0.1963811069726944, "eval_precision": 0.8560482342096463, "eval_recall": 0.8531296393796115, "eval_runtime": 560.9821, "eval_samples_per_second": 30.217, "eval_steps_per_second": 3.777, "step": 51200 }, { "epoch": 0.12, "learning_rate": 1.9819414655293664e-05, "loss": 0.2077, "step": 51600 }, { "epoch": 0.12, "learning_rate": 1.9816557061749324e-05, "loss": 0.2078, "step": 52000 }, { "epoch": 0.13, "learning_rate": 1.9813677245238563e-05, "loss": 0.2082, "step": 52400 }, { "epoch": 0.13, "learning_rate": 1.9810775212280777e-05, "loss": 0.2089, "step": 52800 }, { "epoch": 0.13, "eval_accuracy": 0.932371948468971, "eval_f1": 0.8555021770451893, "eval_loss": 0.19524754583835602, "eval_precision": 0.8634036344497207, "eval_recall": 0.8477440288665522, "eval_runtime": 539.6367, "eval_samples_per_second": 31.412, "eval_steps_per_second": 3.927, "step": 52800 }, { "epoch": 0.13, "learning_rate": 1.980785096944566e-05, "loss": 0.2044, "step": 53200 }, { "epoch": 0.13, "learning_rate": 1.980490452335319e-05, "loss": 0.2103, "step": 53600 }, { "epoch": 0.13, "learning_rate": 1.98019358806736e-05, "loss": 0.207, "step": 54000 }, { "epoch": 0.13, "learning_rate": 1.979894504812738e-05, "loss": 0.2082, "step": 54400 }, { "epoch": 0.13, "eval_accuracy": 0.9324216526353993, "eval_f1": 0.8556495566699869, "eval_loss": 0.19236618280410767, "eval_precision": 0.863101275835435, "eval_recall": 0.8483254072650005, "eval_runtime": 529.6871, "eval_samples_per_second": 32.002, "eval_steps_per_second": 4.0, "step": 54400 }, { "epoch": 0.13, "learning_rate": 1.979593203248525e-05, "loss": 0.211, "step": 54800 }, { "epoch": 0.13, "learning_rate": 1.979289684056815e-05, "loss": 0.2128, "step": 55200 }, { "epoch": 0.13, "learning_rate": 1.9789839479247225e-05, "loss": 0.2072, "step": 55600 }, { "epoch": 0.13, "learning_rate": 1.9786759955443803e-05, "loss": 0.2108, "step": 56000 }, { "epoch": 0.13, "eval_accuracy": 0.9325281883581589, "eval_f1": 0.8558209667182756, "eval_loss": 0.19310402870178223, "eval_precision": 0.8646491603220899, "eval_recall": 0.847171225370736, "eval_runtime": 532.8149, "eval_samples_per_second": 31.814, "eval_steps_per_second": 3.977, "step": 56000 }, { "epoch": 0.13, "learning_rate": 1.978365827612939e-05, "loss": 0.2036, "step": 56400 }, { "epoch": 0.14, "learning_rate": 1.9780534448325643e-05, "loss": 0.2092, "step": 56800 }, { "epoch": 0.14, "learning_rate": 1.977738847910436e-05, "loss": 0.2069, "step": 57200 }, { "epoch": 0.14, "learning_rate": 1.9774220375587466e-05, "loss": 0.2132, "step": 57600 }, { "epoch": 0.14, "eval_accuracy": 0.9326324733262122, "eval_f1": 0.8566221682929204, "eval_loss": 0.19397494196891785, "eval_precision": 0.8605342615742637, "eval_recall": 0.8527454837416988, "eval_runtime": 520.0235, "eval_samples_per_second": 32.597, "eval_steps_per_second": 4.075, "step": 57600 }, { "epoch": 0.14, "learning_rate": 1.9771030144946995e-05, "loss": 0.2051, "step": 58000 }, { "epoch": 0.14, "learning_rate": 1.9767817794405063e-05, "loss": 0.2047, "step": 58400 }, { "epoch": 0.14, "learning_rate": 1.9764583331233878e-05, "loss": 0.2064, "step": 58800 }, { "epoch": 0.14, "learning_rate": 1.9761326762755694e-05, "loss": 0.2054, "step": 59200 }, { "epoch": 0.14, "eval_accuracy": 0.9326658595210207, "eval_f1": 0.8568344024447003, "eval_loss": 0.1941342055797577, "eval_precision": 0.8607349951658717, "eval_recall": 0.8529690028703057, "eval_runtime": 535.718, "eval_samples_per_second": 31.642, "eval_steps_per_second": 3.955, "step": 59200 }, { "epoch": 0.14, "learning_rate": 1.975804809634281e-05, "loss": 0.2069, "step": 59600 }, { "epoch": 0.14, "learning_rate": 1.9754747339417558e-05, "loss": 0.2057, "step": 60000 }, { "epoch": 0.14, "learning_rate": 1.9751424499452267e-05, "loss": 0.2044, "step": 60400 }, { "epoch": 0.15, "learning_rate": 1.974807958396927e-05, "loss": 0.2059, "step": 60800 }, { "epoch": 0.15, "eval_accuracy": 0.9328301646145724, "eval_f1": 0.8566406503175108, "eval_loss": 0.19376616179943085, "eval_precision": 0.8633672116146144, "eval_recall": 0.8500180930445534, "eval_runtime": 536.8802, "eval_samples_per_second": 31.573, "eval_steps_per_second": 3.947, "step": 60800 }, { "epoch": 0.15, "learning_rate": 1.9744712600540868e-05, "loss": 0.2043, "step": 61200 }, { "epoch": 0.15, "learning_rate": 1.9741323556789322e-05, "loss": 0.2084, "step": 61600 }, { "epoch": 0.15, "learning_rate": 1.9737912460386838e-05, "loss": 0.2027, "step": 62000 }, { "epoch": 0.15, "learning_rate": 1.9734479319055534e-05, "loss": 0.2067, "step": 62400 }, { "epoch": 0.15, "eval_accuracy": 0.933122012474808, "eval_f1": 0.8577661832107555, "eval_loss": 0.19168977439403534, "eval_precision": 0.8620395800772849, "eval_recall": 0.8535349464440165, "eval_runtime": 534.4114, "eval_samples_per_second": 31.719, "eval_steps_per_second": 3.965, "step": 62400 }, { "epoch": 0.15, "learning_rate": 1.9731024140567446e-05, "loss": 0.2073, "step": 62800 }, { "epoch": 0.15, "learning_rate": 1.972754693274449e-05, "loss": 0.204, "step": 63200 }, { "epoch": 0.15, "learning_rate": 1.972404770345846e-05, "loss": 0.2046, "step": 63600 }, { "epoch": 0.15, "learning_rate": 1.972052646063099e-05, "loss": 0.199, "step": 64000 }, { "epoch": 0.15, "eval_accuracy": 0.9330196031356764, "eval_f1": 0.8569652491838428, "eval_loss": 0.1935248225927353, "eval_precision": 0.8657376402698408, "eval_recall": 0.8483688534383359, "eval_runtime": 524.3065, "eval_samples_per_second": 32.33, "eval_steps_per_second": 4.042, "step": 64000 }, { "epoch": 0.15, "learning_rate": 1.9716983212233566e-05, "loss": 0.2049, "step": 64400 }, { "epoch": 0.15, "learning_rate": 1.9713417966287478e-05, "loss": 0.206, "step": 64800 }, { "epoch": 0.16, "learning_rate": 1.970983073086382e-05, "loss": 0.2094, "step": 65200 }, { "epoch": 0.16, "learning_rate": 1.970622151408346e-05, "loss": 0.2013, "step": 65600 }, { "epoch": 0.16, "eval_accuracy": 0.9325128082009999, "eval_f1": 0.8558148238957365, "eval_loss": 0.19440777599811554, "eval_precision": 0.8647777929522669, "eval_recall": 0.8470357419091507, "eval_runtime": 522.3949, "eval_samples_per_second": 32.449, "eval_steps_per_second": 4.056, "step": 65600 }, { "epoch": 0.16, "learning_rate": 1.970259032411704e-05, "loss": 0.2075, "step": 66000 }, { "epoch": 0.16, "learning_rate": 1.969893716918494e-05, "loss": 0.2055, "step": 66400 }, { "epoch": 0.16, "learning_rate": 1.969526205755725e-05, "loss": 0.2067, "step": 66800 }, { "epoch": 0.16, "learning_rate": 1.9691564997553793e-05, "loss": 0.2065, "step": 67200 }, { "epoch": 0.16, "eval_accuracy": 0.9328590492999684, "eval_f1": 0.8572791976520902, "eval_loss": 0.19182860851287842, "eval_precision": 0.8606402904681217, "eval_recall": 0.8539442551296497, "eval_runtime": 519.5077, "eval_samples_per_second": 32.629, "eval_steps_per_second": 4.079, "step": 67200 }, { "epoch": 0.16, "learning_rate": 1.968784599754406e-05, "loss": 0.2009, "step": 67600 }, { "epoch": 0.16, "learning_rate": 1.9684105065947214e-05, "loss": 0.208, "step": 68000 }, { "epoch": 0.16, "learning_rate": 1.9680342211232074e-05, "loss": 0.2064, "step": 68400 }, { "epoch": 0.16, "learning_rate": 1.9676557441917078e-05, "loss": 0.2042, "step": 68800 }, { "epoch": 0.16, "eval_accuracy": 0.9334931994384367, "eval_f1": 0.8582636191226987, "eval_loss": 0.19114798307418823, "eval_precision": 0.8652401924816433, "eval_recall": 0.8513986523683024, "eval_runtime": 534.6796, "eval_samples_per_second": 31.703, "eval_steps_per_second": 3.963, "step": 68800 }, { "epoch": 0.17, "learning_rate": 1.9672750766570285e-05, "loss": 0.1997, "step": 69200 }, { "epoch": 0.17, "learning_rate": 1.9668922193809342e-05, "loss": 0.2074, "step": 69600 }, { "epoch": 0.17, "learning_rate": 1.9665071732301467e-05, "loss": 0.2062, "step": 70000 }, { "epoch": 0.17, "learning_rate": 1.966119939076343e-05, "loss": 0.2061, "step": 70400 }, { "epoch": 0.17, "eval_accuracy": 0.9335400901614823, "eval_f1": 0.8580545497594751, "eval_loss": 0.19060759246349335, "eval_precision": 0.8668960757166553, "eval_recall": 0.8493915534922434, "eval_runtime": 536.0524, "eval_samples_per_second": 31.622, "eval_steps_per_second": 3.953, "step": 70400 }, { "epoch": 0.17, "learning_rate": 1.9657305177961533e-05, "loss": 0.2061, "step": 70800 }, { "epoch": 0.17, "learning_rate": 1.9653389102711595e-05, "loss": 0.2009, "step": 71200 }, { "epoch": 0.17, "learning_rate": 1.964945117387892e-05, "loss": 0.2056, "step": 71600 }, { "epoch": 0.17, "learning_rate": 1.9645491400378297e-05, "loss": 0.2004, "step": 72000 }, { "epoch": 0.17, "eval_accuracy": 0.9332803155558098, "eval_f1": 0.856993119884046, "eval_loss": 0.19279062747955322, "eval_precision": 0.870760433009192, "eval_recall": 0.8436543719712729, "eval_runtime": 555.1185, "eval_samples_per_second": 30.536, "eval_steps_per_second": 3.817, "step": 72000 }, { "epoch": 0.17, "learning_rate": 1.9641509791173953e-05, "loss": 0.2043, "step": 72400 }, { "epoch": 0.17, "learning_rate": 1.9637506355279556e-05, "loss": 0.2026, "step": 72800 }, { "epoch": 0.18, "learning_rate": 1.9633481101758184e-05, "loss": 0.2087, "step": 73200 }, { "epoch": 0.18, "learning_rate": 1.9629434039722306e-05, "loss": 0.2035, "step": 73600 }, { "epoch": 0.18, "eval_accuracy": 0.9337994896413704, "eval_f1": 0.8586298935722808, "eval_loss": 0.1900637298822403, "eval_precision": 0.8671817697358678, "eval_recall": 0.8502450421342133, "eval_runtime": 588.1093, "eval_samples_per_second": 28.823, "eval_steps_per_second": 3.603, "step": 73600 }, { "epoch": 0.18, "learning_rate": 1.9625365178333766e-05, "loss": 0.2007, "step": 74000 }, { "epoch": 0.18, "learning_rate": 1.9621274526803746e-05, "loss": 0.2047, "step": 74400 }, { "epoch": 0.18, "learning_rate": 1.961716209439277e-05, "loss": 0.2058, "step": 74800 }, { "epoch": 0.18, "learning_rate": 1.9613027890410664e-05, "loss": 0.2024, "step": 75200 }, { "epoch": 0.18, "eval_accuracy": 0.9331368299432904, "eval_f1": 0.8577313380902346, "eval_loss": 0.19313408434391022, "eval_precision": 0.8586822319658123, "eval_recall": 0.8567825479008353, "eval_runtime": 560.4828, "eval_samples_per_second": 30.244, "eval_steps_per_second": 3.781, "step": 75200 }, { "epoch": 0.18, "learning_rate": 1.9608871924216543e-05, "loss": 0.2031, "step": 75600 }, { "epoch": 0.18, "learning_rate": 1.9604694205218786e-05, "loss": 0.2064, "step": 76000 }, { "epoch": 0.18, "learning_rate": 1.9600494742875017e-05, "loss": 0.2087, "step": 76400 }, { "epoch": 0.18, "learning_rate": 1.9596273546692083e-05, "loss": 0.2081, "step": 76800 }, { "epoch": 0.18, "eval_accuracy": 0.933596359029137, "eval_f1": 0.8587259463687285, "eval_loss": 0.18991322815418243, "eval_precision": 0.8629753346711713, "eval_recall": 0.854518201945817, "eval_runtime": 586.3522, "eval_samples_per_second": 28.909, "eval_steps_per_second": 3.614, "step": 76800 }, { "epoch": 0.18, "learning_rate": 1.9592030626226027e-05, "loss": 0.2047, "step": 77200 }, { "epoch": 0.19, "learning_rate": 1.9587765991082094e-05, "loss": 0.2071, "step": 77600 }, { "epoch": 0.19, "learning_rate": 1.9583479650914658e-05, "loss": 0.2046, "step": 78000 }, { "epoch": 0.19, "learning_rate": 1.957917161542725e-05, "loss": 0.2066, "step": 78400 }, { "epoch": 0.19, "eval_accuracy": 0.9335881062618809, "eval_f1": 0.858251755880012, "eval_loss": 0.18930841982364655, "eval_precision": 0.8665965780515792, "eval_recall": 0.8500661124992925, "eval_runtime": 583.568, "eval_samples_per_second": 29.047, "eval_steps_per_second": 3.631, "step": 78400 }, { "epoch": 0.19, "learning_rate": 1.9574841894372497e-05, "loss": 0.2065, "step": 78800 }, { "epoch": 0.19, "learning_rate": 1.9570490497552145e-05, "loss": 0.2019, "step": 79200 }, { "epoch": 0.19, "learning_rate": 1.956611743481698e-05, "loss": 0.2016, "step": 79600 }, { "epoch": 0.19, "learning_rate": 1.956172271606686e-05, "loss": 0.206, "step": 80000 }, { "epoch": 0.19, "eval_accuracy": 0.9338216220626478, "eval_f1": 0.8590100009373626, "eval_loss": 0.18893107771873474, "eval_precision": 0.8668623725466912, "eval_recall": 0.8512986118375959, "eval_runtime": 566.5189, "eval_samples_per_second": 29.921, "eval_steps_per_second": 3.74, "step": 80000 }, { "epoch": 0.19, "learning_rate": 1.9557306351250655e-05, "loss": 0.2043, "step": 80400 }, { "epoch": 0.19, "learning_rate": 1.9552868350366244e-05, "loss": 0.2038, "step": 80800 }, { "epoch": 0.19, "learning_rate": 1.954840872346048e-05, "loss": 0.2001, "step": 81200 }, { "epoch": 0.2, "learning_rate": 1.9543927480629183e-05, "loss": 0.2049, "step": 81600 }, { "epoch": 0.2, "eval_accuracy": 0.9339795500178654, "eval_f1": 0.8589639865169605, "eval_loss": 0.18991310894489288, "eval_precision": 0.8678010738479005, "eval_recall": 0.8503050664526371, "eval_runtime": 557.0448, "eval_samples_per_second": 30.43, "eval_steps_per_second": 3.804, "step": 81600 }, { "epoch": 0.2, "learning_rate": 1.9539424632017097e-05, "loss": 0.2033, "step": 82000 }, { "epoch": 0.2, "learning_rate": 1.9534900187817882e-05, "loss": 0.203, "step": 82400 }, { "epoch": 0.2, "learning_rate": 1.9530354158274092e-05, "loss": 0.2052, "step": 82800 }, { "epoch": 0.2, "learning_rate": 1.9525786553677144e-05, "loss": 0.1982, "step": 83200 }, { "epoch": 0.2, "eval_accuracy": 0.9339099641848657, "eval_f1": 0.8592924732031696, "eval_loss": 0.1890699863433838, "eval_precision": 0.8662634588192373, "eval_recall": 0.8524327856257192, "eval_runtime": 539.2047, "eval_samples_per_second": 31.437, "eval_steps_per_second": 3.93, "step": 83200 }, { "epoch": 0.2, "learning_rate": 1.952119738436729e-05, "loss": 0.2053, "step": 83600 }, { "epoch": 0.2, "learning_rate": 1.9516586660733604e-05, "loss": 0.1983, "step": 84000 }, { "epoch": 0.2, "learning_rate": 1.951195439321396e-05, "loss": 0.2066, "step": 84400 }, { "epoch": 0.2, "learning_rate": 1.9507300592295e-05, "loss": 0.2064, "step": 84800 }, { "epoch": 0.2, "eval_accuracy": 0.9341284749542581, "eval_f1": 0.8597960265243075, "eval_loss": 0.18801522254943848, "eval_precision": 0.864076778649965, "eval_recall": 0.8555574801448129, "eval_runtime": 541.7673, "eval_samples_per_second": 31.288, "eval_steps_per_second": 3.911, "step": 84800 }, { "epoch": 0.2, "learning_rate": 1.950262526851212e-05, "loss": 0.2018, "step": 85200 }, { "epoch": 0.2, "learning_rate": 1.949792843244943e-05, "loss": 0.2013, "step": 85600 }, { "epoch": 0.21, "learning_rate": 1.949321009473974e-05, "loss": 0.2012, "step": 86000 }, { "epoch": 0.21, "learning_rate": 1.9488470266064544e-05, "loss": 0.2024, "step": 86400 }, { "epoch": 0.21, "eval_accuracy": 0.9340680797029755, "eval_f1": 0.8598979780117517, "eval_loss": 0.18994107842445374, "eval_precision": 0.8619611163413725, "eval_recall": 0.8578446925068499, "eval_runtime": 553.5054, "eval_samples_per_second": 30.625, "eval_steps_per_second": 3.828, "step": 86400 }, { "epoch": 0.21, "learning_rate": 1.948370895715399e-05, "loss": 0.2021, "step": 86800 }, { "epoch": 0.21, "learning_rate": 1.9478926178786838e-05, "loss": 0.2012, "step": 87200 }, { "epoch": 0.21, "learning_rate": 1.9474121941790467e-05, "loss": 0.2017, "step": 87600 }, { "epoch": 0.21, "learning_rate": 1.9469296257040824e-05, "loss": 0.197, "step": 88000 }, { "epoch": 0.21, "eval_accuracy": 0.9335798534946249, "eval_f1": 0.8583250869787784, "eval_loss": 0.19300752878189087, "eval_precision": 0.8641208309240769, "eval_recall": 0.8526065703190607, "eval_runtime": 566.2208, "eval_samples_per_second": 29.937, "eval_steps_per_second": 3.742, "step": 88000 }, { "epoch": 0.21, "learning_rate": 1.946444913546242e-05, "loss": 0.1979, "step": 88400 }, { "epoch": 0.21, "learning_rate": 1.9459580588028288e-05, "loss": 0.2008, "step": 88800 }, { "epoch": 0.21, "learning_rate": 1.9454690625759964e-05, "loss": 0.2115, "step": 89200 }, { "epoch": 0.21, "learning_rate": 1.9449779259727465e-05, "loss": 0.1971, "step": 89600 }, { "epoch": 0.21, "eval_accuracy": 0.9340952763223418, "eval_f1": 0.8593661543865001, "eval_loss": 0.1885276883840561, "eval_precision": 0.8685007738442398, "eval_recall": 0.8504216851284321, "eval_runtime": 572.9896, "eval_samples_per_second": 29.583, "eval_steps_per_second": 3.698, "step": 89600 }, { "epoch": 0.22, "learning_rate": 1.944484650104927e-05, "loss": 0.2036, "step": 90000 }, { "epoch": 0.22, "learning_rate": 1.943989236089228e-05, "loss": 0.2018, "step": 90400 }, { "epoch": 0.22, "learning_rate": 1.9434916850471796e-05, "loss": 0.2009, "step": 90800 }, { "epoch": 0.22, "learning_rate": 1.9429919981051503e-05, "loss": 0.2005, "step": 91200 }, { "epoch": 0.22, "eval_accuracy": 0.9335445916708947, "eval_f1": 0.8592451467237712, "eval_loss": 0.19177058339118958, "eval_precision": 0.8576361421451625, "eval_recall": 0.8608601999324298, "eval_runtime": 558.7922, "eval_samples_per_second": 30.335, "eval_steps_per_second": 3.792, "step": 91200 }, { "epoch": 0.22, "learning_rate": 1.9424901763943444e-05, "loss": 0.2029, "step": 91600 }, { "epoch": 0.22, "learning_rate": 1.941986221050798e-05, "loss": 0.2, "step": 92000 }, { "epoch": 0.22, "learning_rate": 1.9414801332153777e-05, "loss": 0.2016, "step": 92400 }, { "epoch": 0.22, "learning_rate": 1.940971914033778e-05, "loss": 0.1998, "step": 92800 }, { "epoch": 0.22, "eval_accuracy": 0.9339776743889435, "eval_f1": 0.8600518249254383, "eval_loss": 0.1904406100511551, "eval_precision": 0.8604969893824371, "eval_recall": 0.8596071208278097, "eval_runtime": 563.7074, "eval_samples_per_second": 30.071, "eval_steps_per_second": 3.759, "step": 92800 }, { "epoch": 0.22, "learning_rate": 1.940461564656518e-05, "loss": 0.1965, "step": 93200 }, { "epoch": 0.22, "learning_rate": 1.9399490862389393e-05, "loss": 0.1996, "step": 93600 }, { "epoch": 0.22, "learning_rate": 1.9394344799412032e-05, "loss": 0.2021, "step": 94000 }, { "epoch": 0.23, "learning_rate": 1.9389177469282885e-05, "loss": 0.1994, "step": 94400 }, { "epoch": 0.23, "eval_accuracy": 0.9344293258333185, "eval_f1": 0.8603255176511329, "eval_loss": 0.18682879209518433, "eval_precision": 0.866478567477395, "eval_recall": 0.8542592398863311, "eval_runtime": 557.36, "eval_samples_per_second": 30.413, "eval_steps_per_second": 3.802, "step": 94400 }, { "epoch": 0.23, "learning_rate": 1.9383988883699882e-05, "loss": 0.1987, "step": 94800 }, { "epoch": 0.23, "learning_rate": 1.937877905440907e-05, "loss": 0.1985, "step": 95200 }, { "epoch": 0.23, "learning_rate": 1.9373547993204595e-05, "loss": 0.2011, "step": 95600 }, { "epoch": 0.23, "learning_rate": 1.9368295711928663e-05, "loss": 0.198, "step": 96000 }, { "epoch": 0.23, "eval_accuracy": 0.9344143208019439, "eval_f1": 0.8607285431866443, "eval_loss": 0.1870521456003189, "eval_precision": 0.8654424742449163, "eval_recall": 0.8560656860408017, "eval_runtime": 571.9595, "eval_samples_per_second": 29.637, "eval_steps_per_second": 3.705, "step": 96000 }, { "epoch": 0.23, "learning_rate": 1.9363022222471514e-05, "loss": 0.1956, "step": 96400 }, { "epoch": 0.23, "learning_rate": 1.935772753677141e-05, "loss": 0.2051, "step": 96800 }, { "epoch": 0.23, "learning_rate": 1.9352411666814587e-05, "loss": 0.2025, "step": 97200 }, { "epoch": 0.23, "learning_rate": 1.934707462463525e-05, "loss": 0.2013, "step": 97600 }, { "epoch": 0.23, "eval_accuracy": 0.9346378957694251, "eval_f1": 0.8605651474679509, "eval_loss": 0.18816794455051422, "eval_precision": 0.8697104592544158, "eval_recall": 0.8516101666332245, "eval_runtime": 586.058, "eval_samples_per_second": 28.924, "eval_steps_per_second": 3.616, "step": 97600 }, { "epoch": 0.23, "learning_rate": 1.9341716422315522e-05, "loss": 0.2001, "step": 98000 }, { "epoch": 0.24, "learning_rate": 1.933633707198544e-05, "loss": 0.1973, "step": 98400 }, { "epoch": 0.24, "learning_rate": 1.933093658582291e-05, "loss": 0.2038, "step": 98800 }, { "epoch": 0.24, "learning_rate": 1.932551497605369e-05, "loss": 0.1986, "step": 99200 }, { "epoch": 0.24, "eval_accuracy": 0.9345182306442129, "eval_f1": 0.8603678920111084, "eval_loss": 0.18777824938297272, "eval_precision": 0.8690284230703961, "eval_recall": 0.8518782752555178, "eval_runtime": 576.3642, "eval_samples_per_second": 29.41, "eval_steps_per_second": 3.676, "step": 99200 }, { "epoch": 0.24, "learning_rate": 1.932007225495135e-05, "loss": 0.2055, "step": 99600 }, { "epoch": 0.24, "learning_rate": 1.9314608434837257e-05, "loss": 0.2032, "step": 100000 }, { "epoch": 0.24, "learning_rate": 1.9309123528080547e-05, "loss": 0.1943, "step": 100400 }, { "epoch": 0.24, "learning_rate": 1.9303617547098085e-05, "loss": 0.1981, "step": 100800 }, { "epoch": 0.24, "eval_accuracy": 0.9347168597470339, "eval_f1": 0.8615201794813424, "eval_loss": 0.18754957616329193, "eval_precision": 0.8630764076066814, "eval_recall": 0.8599695533790547, "eval_runtime": 576.9225, "eval_samples_per_second": 29.382, "eval_steps_per_second": 3.673, "step": 100800 }, { "epoch": 0.24, "learning_rate": 1.9298090504354456e-05, "loss": 0.2044, "step": 101200 }, { "epoch": 0.24, "learning_rate": 1.9292542412361904e-05, "loss": 0.1962, "step": 101600 }, { "epoch": 0.24, "learning_rate": 1.928697328368035e-05, "loss": 0.2001, "step": 102000 }, { "epoch": 0.24, "learning_rate": 1.9281383130917316e-05, "loss": 0.1989, "step": 102400 }, { "epoch": 0.24, "eval_accuracy": 0.9346658426403603, "eval_f1": 0.8603147718806256, "eval_loss": 0.18593807518482208, "eval_precision": 0.8706630441336685, "eval_recall": 0.8502095992033344, "eval_runtime": 592.5905, "eval_samples_per_second": 28.605, "eval_steps_per_second": 3.576, "step": 102400 }, { "epoch": 0.25, "learning_rate": 1.9275771966727935e-05, "loss": 0.1961, "step": 102800 }, { "epoch": 0.25, "learning_rate": 1.9270139803814904e-05, "loss": 0.2001, "step": 103200 }, { "epoch": 0.25, "learning_rate": 1.9264486654928446e-05, "loss": 0.1972, "step": 103600 }, { "epoch": 0.25, "learning_rate": 1.925881253286631e-05, "loss": 0.2021, "step": 104000 }, { "epoch": 0.25, "eval_accuracy": 0.9343708062109576, "eval_f1": 0.8604473028249575, "eval_loss": 0.18771718442440033, "eval_precision": 0.8620065474298526, "eval_recall": 0.8588936889288289, "eval_runtime": 589.4347, "eval_samples_per_second": 28.758, "eval_steps_per_second": 3.595, "step": 104000 }, { "epoch": 0.25, "learning_rate": 1.92531174504737e-05, "loss": 0.1999, "step": 104400 }, { "epoch": 0.25, "learning_rate": 1.9247401420643298e-05, "loss": 0.1992, "step": 104800 }, { "epoch": 0.25, "learning_rate": 1.924166445631519e-05, "loss": 0.2034, "step": 105200 }, { "epoch": 0.25, "learning_rate": 1.9235906570476856e-05, "loss": 0.1982, "step": 105600 }, { "epoch": 0.25, "eval_accuracy": 0.9346393962725627, "eval_f1": 0.8608628343048513, "eval_loss": 0.18736371397972107, "eval_precision": 0.8650660885005201, "eval_recall": 0.8567002288355683, "eval_runtime": 542.7745, "eval_samples_per_second": 31.23, "eval_steps_per_second": 3.904, "step": 105600 }, { "epoch": 0.25, "learning_rate": 1.923012777616315e-05, "loss": 0.1971, "step": 106000 }, { "epoch": 0.25, "learning_rate": 1.922432808645624e-05, "loss": 0.2043, "step": 106400 }, { "epoch": 0.26, "learning_rate": 1.9218507514485618e-05, "loss": 0.2008, "step": 106800 }, { "epoch": 0.26, "learning_rate": 1.9212666073428033e-05, "loss": 0.1974, "step": 107200 }, { "epoch": 0.26, "eval_accuracy": 0.9349308690070139, "eval_f1": 0.8612429075740525, "eval_loss": 0.18690726161003113, "eval_precision": 0.8663683718831617, "eval_recall": 0.8561777314351929, "eval_runtime": 547.7551, "eval_samples_per_second": 30.946, "eval_steps_per_second": 3.869, "step": 107200 }, { "epoch": 0.26, "learning_rate": 1.9206803776507485e-05, "loss": 0.2005, "step": 107600 }, { "epoch": 0.26, "learning_rate": 1.9200920636995193e-05, "loss": 0.2061, "step": 108000 }, { "epoch": 0.26, "learning_rate": 1.919501666820955e-05, "loss": 0.1988, "step": 108400 }, { "epoch": 0.26, "learning_rate": 1.9189091883516107e-05, "loss": 0.2002, "step": 108800 }, { "epoch": 0.26, "eval_accuracy": 0.9346275798103552, "eval_f1": 0.8608065115134624, "eval_loss": 0.18747952580451965, "eval_precision": 0.8657082909100581, "eval_recall": 0.8559599289083406, "eval_runtime": 548.6018, "eval_samples_per_second": 30.899, "eval_steps_per_second": 3.863, "step": 108800 }, { "epoch": 0.26, "learning_rate": 1.9183146296327546e-05, "loss": 0.1975, "step": 109200 }, { "epoch": 0.26, "learning_rate": 1.9177179920103626e-05, "loss": 0.2038, "step": 109600 }, { "epoch": 0.26, "learning_rate": 1.9171192768351184e-05, "loss": 0.2014, "step": 110000 }, { "epoch": 0.26, "learning_rate": 1.9165184854624087e-05, "loss": 0.1985, "step": 110400 }, { "epoch": 0.26, "eval_accuracy": 0.9349625671357927, "eval_f1": 0.8614543710510242, "eval_loss": 0.1877671778202057, "eval_precision": 0.8671524027311504, "eval_recall": 0.8558307337086855, "eval_runtime": 510.7455, "eval_samples_per_second": 33.189, "eval_steps_per_second": 4.149, "step": 110400 }, { "epoch": 0.27, "learning_rate": 1.915915619252319e-05, "loss": 0.1987, "step": 110800 }, { "epoch": 0.27, "learning_rate": 1.9153106795696335e-05, "loss": 0.1988, "step": 111200 }, { "epoch": 0.27, "learning_rate": 1.9147036677838292e-05, "loss": 0.194, "step": 111600 }, { "epoch": 0.27, "learning_rate": 1.9140945852690753e-05, "loss": 0.1973, "step": 112000 }, { "epoch": 0.27, "eval_accuracy": 0.9347995749824863, "eval_f1": 0.8608099277554584, "eval_loss": 0.18676413595676422, "eval_precision": 0.8697211122832896, "eval_recall": 0.8520794996372816, "eval_runtime": 521.7009, "eval_samples_per_second": 32.492, "eval_steps_per_second": 4.062, "step": 112000 }, { "epoch": 0.27, "learning_rate": 1.913483433404227e-05, "loss": 0.1965, "step": 112400 }, { "epoch": 0.27, "learning_rate": 1.9128702135728262e-05, "loss": 0.1972, "step": 112800 }, { "epoch": 0.27, "learning_rate": 1.9122549271630943e-05, "loss": 0.1954, "step": 113200 }, { "epoch": 0.27, "learning_rate": 1.911637575567933e-05, "loss": 0.1976, "step": 113600 }, { "epoch": 0.27, "eval_accuracy": 0.9349265550604937, "eval_f1": 0.8613004235446717, "eval_loss": 0.1872067153453827, "eval_precision": 0.86785388869866, "eval_recall": 0.8548451915661831, "eval_runtime": 499.7627, "eval_samples_per_second": 33.918, "eval_steps_per_second": 4.24, "step": 113600 }, { "epoch": 0.27, "learning_rate": 1.911018160184917e-05, "loss": 0.1977, "step": 114000 }, { "epoch": 0.27, "learning_rate": 1.9103966824162948e-05, "loss": 0.1971, "step": 114400 }, { "epoch": 0.27, "learning_rate": 1.9097731436689838e-05, "loss": 0.1989, "step": 114800 }, { "epoch": 0.28, "learning_rate": 1.9091475453545655e-05, "loss": 0.2008, "step": 115200 }, { "epoch": 0.28, "eval_accuracy": 0.9352112755308264, "eval_f1": 0.8614071533618605, "eval_loss": 0.1852777600288391, "eval_precision": 0.8708558956710106, "eval_recall": 0.8521612470423732, "eval_runtime": 499.6991, "eval_samples_per_second": 33.922, "eval_steps_per_second": 4.241, "step": 115200 }, { "epoch": 0.28, "learning_rate": 1.908519888889286e-05, "loss": 0.1961, "step": 115600 }, { "epoch": 0.28, "learning_rate": 1.9078901756940487e-05, "loss": 0.1967, "step": 116000 }, { "epoch": 0.28, "learning_rate": 1.907258407194415e-05, "loss": 0.1969, "step": 116400 }, { "epoch": 0.28, "learning_rate": 1.9066245848205976e-05, "loss": 0.1965, "step": 116800 }, { "epoch": 0.28, "eval_accuracy": 0.9348509672149442, "eval_f1": 0.8620987333605483, "eval_loss": 0.18574866652488708, "eval_precision": 0.8610201753000406, "eval_recall": 0.8631799969244682, "eval_runtime": 504.8348, "eval_samples_per_second": 33.577, "eval_steps_per_second": 4.197, "step": 116800 }, { "epoch": 0.28, "learning_rate": 1.9059887100074593e-05, "loss": 0.2024, "step": 117200 }, { "epoch": 0.28, "learning_rate": 1.9053507841945094e-05, "loss": 0.1945, "step": 117600 }, { "epoch": 0.28, "learning_rate": 1.9047108088259005e-05, "loss": 0.1964, "step": 118000 }, { "epoch": 0.28, "learning_rate": 1.9040687853504245e-05, "loss": 0.1978, "step": 118400 }, { "epoch": 0.28, "eval_accuracy": 0.9351407518833659, "eval_f1": 0.8617508928903632, "eval_loss": 0.18537767231464386, "eval_precision": 0.8696446659137744, "eval_recall": 0.8539991345064943, "eval_runtime": 544.2804, "eval_samples_per_second": 31.144, "eval_steps_per_second": 3.893, "step": 118400 }, { "epoch": 0.28, "learning_rate": 1.90342471522151e-05, "loss": 0.1964, "step": 118800 }, { "epoch": 0.29, "learning_rate": 1.9027785998972196e-05, "loss": 0.1962, "step": 119200 }, { "epoch": 0.29, "learning_rate": 1.902130440840245e-05, "loss": 0.1959, "step": 119600 }, { "epoch": 0.29, "learning_rate": 1.9014802395179042e-05, "loss": 0.1959, "step": 120000 }, { "epoch": 0.29, "eval_accuracy": 0.9354226589103158, "eval_f1": 0.8624690387137249, "eval_loss": 0.18383263051509857, "eval_precision": 0.8679774760483272, "eval_recall": 0.8570300767568118, "eval_runtime": 543.7329, "eval_samples_per_second": 31.175, "eval_steps_per_second": 3.897, "step": 120000 }, { "epoch": 0.29, "learning_rate": 1.9008279974021402e-05, "loss": 0.198, "step": 120400 }, { "epoch": 0.29, "learning_rate": 1.9001737159695142e-05, "loss": 0.1978, "step": 120800 }, { "epoch": 0.29, "learning_rate": 1.8995173967012047e-05, "loss": 0.1994, "step": 121200 }, { "epoch": 0.29, "learning_rate": 1.8988590410830047e-05, "loss": 0.2025, "step": 121600 }, { "epoch": 0.29, "eval_accuracy": 0.9350537227013933, "eval_f1": 0.8620096371094856, "eval_loss": 0.1854720115661621, "eval_precision": 0.8635032267316793, "eval_recall": 0.8605212054483788, "eval_runtime": 541.9489, "eval_samples_per_second": 31.278, "eval_steps_per_second": 3.91, "step": 121600 }, { "epoch": 0.29, "learning_rate": 1.898198650605315e-05, "loss": 0.1999, "step": 122000 }, { "epoch": 0.29, "learning_rate": 1.897536226763144e-05, "loss": 0.1962, "step": 122400 }, { "epoch": 0.29, "learning_rate": 1.896871771056104e-05, "loss": 0.1951, "step": 122800 }, { "epoch": 0.29, "learning_rate": 1.8962052849884055e-05, "loss": 0.1981, "step": 123200 }, { "epoch": 0.29, "eval_accuracy": 0.9353843960803107, "eval_f1": 0.862056548555178, "eval_loss": 0.18524692952632904, "eval_precision": 0.8695834506313151, "eval_recall": 0.8546588303489814, "eval_runtime": 517.5866, "eval_samples_per_second": 32.75, "eval_steps_per_second": 4.094, "step": 123200 }, { "epoch": 0.3, "learning_rate": 1.8955367700688573e-05, "loss": 0.1946, "step": 123600 }, { "epoch": 0.3, "learning_rate": 1.8948662278108597e-05, "loss": 0.1965, "step": 124000 }, { "epoch": 0.3, "learning_rate": 1.8941936597324024e-05, "loss": 0.1983, "step": 124400 }, { "epoch": 0.3, "learning_rate": 1.893519067356062e-05, "loss": 0.1964, "step": 124800 }, { "epoch": 0.3, "eval_accuracy": 0.935124433911746, "eval_f1": 0.861646976935707, "eval_loss": 0.18531428277492523, "eval_precision": 0.8656379544608781, "eval_recall": 0.8576926309001761, "eval_runtime": 514.953, "eval_samples_per_second": 32.918, "eval_steps_per_second": 4.115, "step": 124800 }, { "epoch": 0.3, "learning_rate": 1.8928424522089983e-05, "loss": 0.1947, "step": 125200 }, { "epoch": 0.3, "learning_rate": 1.892163815822949e-05, "loss": 0.1932, "step": 125600 }, { "epoch": 0.3, "learning_rate": 1.8914831597342277e-05, "loss": 0.1956, "step": 126000 }, { "epoch": 0.3, "learning_rate": 1.890800485483721e-05, "loss": 0.1956, "step": 126400 }, { "epoch": 0.3, "eval_accuracy": 0.9353521352628553, "eval_f1": 0.8630423592505593, "eval_loss": 0.1859443336725235, "eval_precision": 0.8653921648081379, "eval_recall": 0.8607052800248787, "eval_runtime": 514.6128, "eval_samples_per_second": 32.939, "eval_steps_per_second": 4.118, "step": 126400 }, { "epoch": 0.3, "learning_rate": 1.890115794616884e-05, "loss": 0.1981, "step": 126800 }, { "epoch": 0.3, "learning_rate": 1.8894290886837366e-05, "loss": 0.1952, "step": 127200 }, { "epoch": 0.31, "learning_rate": 1.888740369238861e-05, "loss": 0.1936, "step": 127600 }, { "epoch": 0.31, "learning_rate": 1.8880496378413974e-05, "loss": 0.197, "step": 128000 }, { "epoch": 0.31, "eval_accuracy": 0.935512313972779, "eval_f1": 0.8624489085907296, "eval_loss": 0.18416373431682587, "eval_precision": 0.8690499890592525, "eval_recall": 0.8559473523844804, "eval_runtime": 542.9086, "eval_samples_per_second": 31.223, "eval_steps_per_second": 3.903, "step": 128000 }, { "epoch": 0.31, "learning_rate": 1.8873568960550406e-05, "loss": 0.1995, "step": 128400 }, { "epoch": 0.31, "learning_rate": 1.886662145448037e-05, "loss": 0.195, "step": 128800 }, { "epoch": 0.31, "learning_rate": 1.8859653875931804e-05, "loss": 0.1935, "step": 129200 }, { "epoch": 0.31, "learning_rate": 1.885266624067808e-05, "loss": 0.1943, "step": 129600 }, { "epoch": 0.31, "eval_accuracy": 0.9352442865998505, "eval_f1": 0.8617004186586686, "eval_loss": 0.18642759323120117, "eval_precision": 0.8679745711447103, "eval_recall": 0.8555163206121794, "eval_runtime": 566.0379, "eval_samples_per_second": 29.947, "eval_steps_per_second": 3.744, "step": 129600 }, { "epoch": 0.31, "learning_rate": 1.8845658564537986e-05, "loss": 0.1956, "step": 130000 }, { "epoch": 0.31, "learning_rate": 1.8838630863375674e-05, "loss": 0.1978, "step": 130400 }, { "epoch": 0.31, "learning_rate": 1.8831583153100627e-05, "loss": 0.1965, "step": 130800 }, { "epoch": 0.31, "learning_rate": 1.8824515449667623e-05, "loss": 0.1937, "step": 131200 }, { "epoch": 0.31, "eval_accuracy": 0.9355049990199839, "eval_f1": 0.86239672392324, "eval_loss": 0.18440395593643188, "eval_precision": 0.8676997452025099, "eval_recall": 0.857158128636116, "eval_runtime": 566.8628, "eval_samples_per_second": 29.903, "eval_steps_per_second": 3.738, "step": 131200 }, { "epoch": 0.31, "learning_rate": 1.881742776907671e-05, "loss": 0.1946, "step": 131600 }, { "epoch": 0.32, "learning_rate": 1.8810320127373162e-05, "loss": 0.1964, "step": 132000 }, { "epoch": 0.32, "learning_rate": 1.8803192540647423e-05, "loss": 0.2, "step": 132400 }, { "epoch": 0.32, "learning_rate": 1.879604502503511e-05, "loss": 0.1991, "step": 132800 }, { "epoch": 0.32, "eval_accuracy": 0.9354054031242351, "eval_f1": 0.8616404433041611, "eval_loss": 0.18495428562164307, "eval_precision": 0.873688299309574, "eval_recall": 0.8499203391545489, "eval_runtime": 538.9322, "eval_samples_per_second": 31.453, "eval_steps_per_second": 3.932, "step": 132800 }, { "epoch": 0.32, "learning_rate": 1.8788877596716943e-05, "loss": 0.1996, "step": 133200 }, { "epoch": 0.32, "learning_rate": 1.8781690271918728e-05, "loss": 0.1899, "step": 133600 }, { "epoch": 0.32, "learning_rate": 1.87744830669113e-05, "loss": 0.1983, "step": 134000 }, { "epoch": 0.32, "learning_rate": 1.8767255998010525e-05, "loss": 0.1972, "step": 134400 }, { "epoch": 0.32, "eval_accuracy": 0.9353163107504485, "eval_f1": 0.8621394384747701, "eval_loss": 0.18624624609947205, "eval_precision": 0.868391169900086, "eval_recall": 0.8559770787136045, "eval_runtime": 524.7222, "eval_samples_per_second": 32.305, "eval_steps_per_second": 4.038, "step": 134400 }, { "epoch": 0.32, "learning_rate": 1.876000908157721e-05, "loss": 0.1916, "step": 134800 }, { "epoch": 0.32, "learning_rate": 1.8752742334017108e-05, "loss": 0.1933, "step": 135200 }, { "epoch": 0.32, "learning_rate": 1.874545577178087e-05, "loss": 0.1956, "step": 135600 }, { "epoch": 0.33, "learning_rate": 1.873814941136398e-05, "loss": 0.1995, "step": 136000 }, { "epoch": 0.33, "eval_accuracy": 0.9355563912524418, "eval_f1": 0.8629284829048433, "eval_loss": 0.18578127026557922, "eval_precision": 0.8657137711865626, "eval_recall": 0.8601610595378356, "eval_runtime": 519.4595, "eval_samples_per_second": 32.632, "eval_steps_per_second": 4.079, "step": 136000 }, { "epoch": 0.33, "learning_rate": 1.873082326930678e-05, "loss": 0.1954, "step": 136400 }, { "epoch": 0.33, "learning_rate": 1.8723477362194356e-05, "loss": 0.1922, "step": 136800 }, { "epoch": 0.33, "learning_rate": 1.8716111706656564e-05, "loss": 0.1968, "step": 137200 }, { "epoch": 0.33, "learning_rate": 1.8708726319367952e-05, "loss": 0.1959, "step": 137600 }, { "epoch": 0.33, "eval_accuracy": 0.9352711080934326, "eval_f1": 0.8615832044755558, "eval_loss": 0.18546319007873535, "eval_precision": 0.8708289927919763, "eval_recall": 0.8525316828360747, "eval_runtime": 535.9179, "eval_samples_per_second": 31.63, "eval_steps_per_second": 3.954, "step": 137600 }, { "epoch": 0.33, "learning_rate": 1.8701321217047755e-05, "loss": 0.1959, "step": 138000 }, { "epoch": 0.33, "learning_rate": 1.8693896416459818e-05, "loss": 0.1957, "step": 138400 }, { "epoch": 0.33, "learning_rate": 1.8686451934412596e-05, "loss": 0.1944, "step": 138800 }, { "epoch": 0.33, "learning_rate": 1.8678987787759086e-05, "loss": 0.1963, "step": 139200 }, { "epoch": 0.33, "eval_accuracy": 0.9354489177152214, "eval_f1": 0.8628111718275653, "eval_loss": 0.1849052608013153, "eval_precision": 0.8645300109220369, "eval_recall": 0.8610991538857743, "eval_runtime": 549.6064, "eval_samples_per_second": 30.842, "eval_steps_per_second": 3.855, "step": 139200 }, { "epoch": 0.33, "learning_rate": 1.8671503993396812e-05, "loss": 0.1959, "step": 139600 }, { "epoch": 0.33, "learning_rate": 1.8664000568267777e-05, "loss": 0.1968, "step": 140000 }, { "epoch": 0.34, "learning_rate": 1.865647752935842e-05, "loss": 0.1939, "step": 140400 }, { "epoch": 0.34, "learning_rate": 1.8648934893699584e-05, "loss": 0.1997, "step": 140800 }, { "epoch": 0.34, "eval_accuracy": 0.9354712376993911, "eval_f1": 0.8623423711611862, "eval_loss": 0.18563467264175415, "eval_precision": 0.8679296525071037, "eval_recall": 0.8568265657343461, "eval_runtime": 542.6057, "eval_samples_per_second": 31.24, "eval_steps_per_second": 3.905, "step": 140800 }, { "epoch": 0.34, "learning_rate": 1.8641372678366472e-05, "loss": 0.1954, "step": 141200 }, { "epoch": 0.34, "learning_rate": 1.8633790900478623e-05, "loss": 0.1979, "step": 141600 }, { "epoch": 0.34, "learning_rate": 1.862618957719985e-05, "loss": 0.1928, "step": 142000 }, { "epoch": 0.34, "learning_rate": 1.8618568725738216e-05, "loss": 0.1924, "step": 142400 }, { "epoch": 0.34, "eval_accuracy": 0.9357368267547211, "eval_f1": 0.8631844113251734, "eval_loss": 0.18370920419692993, "eval_precision": 0.8660627656525688, "eval_recall": 0.8603251260081942, "eval_runtime": 516.7709, "eval_samples_per_second": 32.802, "eval_steps_per_second": 4.1, "step": 142400 }, { "epoch": 0.34, "learning_rate": 1.8610928363345996e-05, "loss": 0.195, "step": 142800 }, { "epoch": 0.34, "learning_rate": 1.8603268507319634e-05, "loss": 0.1995, "step": 143200 }, { "epoch": 0.34, "learning_rate": 1.8595589174999702e-05, "loss": 0.1961, "step": 143600 }, { "epoch": 0.34, "learning_rate": 1.8587890383770867e-05, "loss": 0.1946, "step": 144000 }, { "epoch": 0.34, "eval_accuracy": 0.935770588075314, "eval_f1": 0.862975122807687, "eval_loss": 0.1839868724346161, "eval_precision": 0.8728422630794482, "eval_recall": 0.8533285771206734, "eval_runtime": 525.3673, "eval_samples_per_second": 32.265, "eval_steps_per_second": 4.033, "step": 144000 }, { "epoch": 0.35, "learning_rate": 1.858017215106184e-05, "loss": 0.1932, "step": 144400 }, { "epoch": 0.35, "learning_rate": 1.8572434494345347e-05, "loss": 0.1942, "step": 144800 }, { "epoch": 0.35, "learning_rate": 1.8564677431138092e-05, "loss": 0.1928, "step": 145200 }, { "epoch": 0.35, "learning_rate": 1.855690097900071e-05, "loss": 0.1922, "step": 145600 }, { "epoch": 0.35, "eval_accuracy": 0.9361505904948754, "eval_f1": 0.8638582801099173, "eval_loss": 0.18395419418811798, "eval_precision": 0.8729281380996128, "eval_recall": 0.8549749584260138, "eval_runtime": 534.3444, "eval_samples_per_second": 31.723, "eval_steps_per_second": 3.966, "step": 145600 }, { "epoch": 0.35, "learning_rate": 1.854910515553772e-05, "loss": 0.1954, "step": 146000 }, { "epoch": 0.35, "learning_rate": 1.8541289978397506e-05, "loss": 0.1972, "step": 146400 }, { "epoch": 0.35, "learning_rate": 1.8533455465272262e-05, "loss": 0.1946, "step": 146800 }, { "epoch": 0.35, "learning_rate": 1.852560163389795e-05, "loss": 0.1943, "step": 147200 }, { "epoch": 0.35, "eval_accuracy": 0.9359800958258816, "eval_f1": 0.8632278971777607, "eval_loss": 0.18454664945602417, "eval_precision": 0.8709464562732244, "eval_recall": 0.8556449441516591, "eval_runtime": 534.9156, "eval_samples_per_second": 31.689, "eval_steps_per_second": 3.961, "step": 147200 }, { "epoch": 0.35, "learning_rate": 1.8517728502054274e-05, "loss": 0.1962, "step": 147600 }, { "epoch": 0.35, "learning_rate": 1.850983608756462e-05, "loss": 0.1966, "step": 148000 }, { "epoch": 0.35, "learning_rate": 1.8501924408296036e-05, "loss": 0.1988, "step": 148400 }, { "epoch": 0.36, "learning_rate": 1.849399348215918e-05, "loss": 0.1973, "step": 148800 }, { "epoch": 0.36, "eval_accuracy": 0.9361468392370317, "eval_f1": 0.8637009753627363, "eval_loss": 0.18206927180290222, "eval_precision": 0.8684571748924279, "eval_recall": 0.8589965877604127, "eval_runtime": 536.5063, "eval_samples_per_second": 31.595, "eval_steps_per_second": 3.95, "step": 148800 }, { "epoch": 0.36, "learning_rate": 1.8486043327108278e-05, "loss": 0.1941, "step": 149200 }, { "epoch": 0.36, "learning_rate": 1.8478073961141087e-05, "loss": 0.1982, "step": 149600 }, { "epoch": 0.36, "learning_rate": 1.847008540229886e-05, "loss": 0.1915, "step": 150000 }, { "epoch": 0.36, "learning_rate": 1.8462077668666295e-05, "loss": 0.1945, "step": 150400 }, { "epoch": 0.36, "eval_accuracy": 0.9361391491584522, "eval_f1": 0.8639027567995943, "eval_loss": 0.18260230123996735, "eval_precision": 0.870098158598503, "eval_recall": 0.8577949580715845, "eval_runtime": 505.2518, "eval_samples_per_second": 33.55, "eval_steps_per_second": 4.194, "step": 150400 }, { "epoch": 0.36, "learning_rate": 1.84540507783715e-05, "loss": 0.1902, "step": 150800 }, { "epoch": 0.36, "learning_rate": 1.8446004749585947e-05, "loss": 0.1917, "step": 151200 }, { "epoch": 0.36, "learning_rate": 1.8437939600524433e-05, "loss": 0.192, "step": 151600 }, { "epoch": 0.36, "learning_rate": 1.842985534944505e-05, "loss": 0.191, "step": 152000 }, { "epoch": 0.36, "eval_accuracy": 0.936032988561477, "eval_f1": 0.8635728905416703, "eval_loss": 0.1825074702501297, "eval_precision": 0.8710259134489294, "eval_recall": 0.8562463306562488, "eval_runtime": 530.3094, "eval_samples_per_second": 31.964, "eval_steps_per_second": 3.996, "step": 152000 }, { "epoch": 0.36, "learning_rate": 1.8421752014649122e-05, "loss": 0.1901, "step": 152400 }, { "epoch": 0.37, "learning_rate": 1.8413629614481182e-05, "loss": 0.194, "step": 152800 }, { "epoch": 0.37, "learning_rate": 1.8405488167328925e-05, "loss": 0.1908, "step": 153200 }, { "epoch": 0.37, "learning_rate": 1.8397327691623155e-05, "loss": 0.1966, "step": 153600 }, { "epoch": 0.37, "eval_accuracy": 0.9357295118019261, "eval_f1": 0.8634136063216951, "eval_loss": 0.1827763170003891, "eval_precision": 0.8659648513467977, "eval_recall": 0.8608773497376937, "eval_runtime": 530.9715, "eval_samples_per_second": 31.925, "eval_steps_per_second": 3.991, "step": 153600 }, { "epoch": 0.37, "learning_rate": 1.838914820583777e-05, "loss": 0.1951, "step": 154000 }, { "epoch": 0.37, "learning_rate": 1.838094972848968e-05, "loss": 0.189, "step": 154400 }, { "epoch": 0.37, "learning_rate": 1.837273227813882e-05, "loss": 0.1881, "step": 154800 }, { "epoch": 0.37, "learning_rate": 1.836449587338804e-05, "loss": 0.1917, "step": 155200 }, { "epoch": 0.37, "eval_accuracy": 0.9357989100720335, "eval_f1": 0.8633634176002423, "eval_loss": 0.18302373588085175, "eval_precision": 0.8659402350091523, "eval_recall": 0.8608018905945323, "eval_runtime": 557.0907, "eval_samples_per_second": 30.428, "eval_steps_per_second": 3.804, "step": 155200 }, { "epoch": 0.37, "learning_rate": 1.8356240532883133e-05, "loss": 0.1948, "step": 155600 }, { "epoch": 0.37, "learning_rate": 1.8347966275312733e-05, "loss": 0.1952, "step": 156000 }, { "epoch": 0.37, "learning_rate": 1.8339673119408318e-05, "loss": 0.1956, "step": 156400 }, { "epoch": 0.38, "learning_rate": 1.8331361083944142e-05, "loss": 0.1875, "step": 156800 }, { "epoch": 0.38, "eval_accuracy": 0.9362734441892547, "eval_f1": 0.8639983755677102, "eval_loss": 0.1830715537071228, "eval_precision": 0.8694183198118101, "eval_recall": 0.8586455884126769, "eval_runtime": 551.1816, "eval_samples_per_second": 30.754, "eval_steps_per_second": 3.844, "step": 156800 }, { "epoch": 0.38, "learning_rate": 1.8323030187737195e-05, "loss": 0.1979, "step": 157200 }, { "epoch": 0.38, "learning_rate": 1.8314680449647167e-05, "loss": 0.1938, "step": 157600 }, { "epoch": 0.38, "learning_rate": 1.8306311888576398e-05, "loss": 0.1904, "step": 158000 }, { "epoch": 0.38, "learning_rate": 1.8297924523469857e-05, "loss": 0.1958, "step": 158400 }, { "epoch": 0.38, "eval_accuracy": 0.9363338394405374, "eval_f1": 0.8645095772199598, "eval_loss": 0.18189725279808044, "eval_precision": 0.8681702593276495, "eval_recall": 0.8608796363783956, "eval_runtime": 646.8836, "eval_samples_per_second": 26.204, "eval_steps_per_second": 3.276, "step": 158400 }, { "epoch": 0.38, "learning_rate": 1.828951837331506e-05, "loss": 0.189, "step": 158800 }, { "epoch": 0.38, "learning_rate": 1.8281093457142063e-05, "loss": 0.1912, "step": 159200 }, { "epoch": 0.38, "learning_rate": 1.8272649794023402e-05, "loss": 0.1985, "step": 159600 }, { "epoch": 0.38, "learning_rate": 1.826418740307405e-05, "loss": 0.1941, "step": 160000 }, { "epoch": 0.38, "eval_accuracy": 0.9358709342226316, "eval_f1": 0.8637889298690363, "eval_loss": 0.18294936418533325, "eval_precision": 0.8642926925865917, "eval_recall": 0.8632857540569293, "eval_runtime": 569.8258, "eval_samples_per_second": 29.748, "eval_steps_per_second": 3.719, "step": 160000 }, { "epoch": 0.38, "learning_rate": 1.8255706303451378e-05, "loss": 0.1937, "step": 160400 }, { "epoch": 0.38, "learning_rate": 1.8247206514355116e-05, "loss": 0.1921, "step": 160800 }, { "epoch": 0.39, "learning_rate": 1.823868805502729e-05, "loss": 0.1932, "step": 161200 }, { "epoch": 0.39, "learning_rate": 1.8230150944752205e-05, "loss": 0.1911, "step": 161600 }, { "epoch": 0.39, "eval_accuracy": 0.9365847985902773, "eval_f1": 0.864502451122147, "eval_loss": 0.18319186568260193, "eval_precision": 0.870321125154688, "eval_recall": 0.8587610637681209, "eval_runtime": 567.6286, "eval_samples_per_second": 29.863, "eval_steps_per_second": 3.733, "step": 161600 }, { "epoch": 0.39, "learning_rate": 1.8221595202856383e-05, "loss": 0.1879, "step": 162000 }, { "epoch": 0.39, "learning_rate": 1.821302084870853e-05, "loss": 0.1944, "step": 162400 }, { "epoch": 0.39, "learning_rate": 1.8204427901719473e-05, "loss": 0.1942, "step": 162800 }, { "epoch": 0.39, "learning_rate": 1.8195816381342147e-05, "loss": 0.1906, "step": 163200 }, { "epoch": 0.39, "eval_accuracy": 0.9366063683228782, "eval_f1": 0.8649281595185726, "eval_loss": 0.18157990276813507, "eval_precision": 0.8704162976085031, "eval_recall": 0.8595087952776296, "eval_runtime": 562.2656, "eval_samples_per_second": 30.148, "eval_steps_per_second": 3.769, "step": 163200 }, { "epoch": 0.39, "learning_rate": 1.8187186307071527e-05, "loss": 0.1945, "step": 163600 }, { "epoch": 0.39, "learning_rate": 1.8178537698444585e-05, "loss": 0.1924, "step": 164000 }, { "epoch": 0.39, "learning_rate": 1.816987057504026e-05, "loss": 0.1952, "step": 164400 }, { "epoch": 0.39, "learning_rate": 1.81611849564794e-05, "loss": 0.1932, "step": 164800 }, { "epoch": 0.39, "eval_accuracy": 0.936222239519689, "eval_f1": 0.8640641150200202, "eval_loss": 0.18193493783473969, "eval_precision": 0.8684520382536728, "eval_recall": 0.8597203095425519, "eval_runtime": 547.6597, "eval_samples_per_second": 30.952, "eval_steps_per_second": 3.869, "step": 164800 }, { "epoch": 0.4, "learning_rate": 1.815248086242473e-05, "loss": 0.1947, "step": 165200 }, { "epoch": 0.4, "learning_rate": 1.8143758312580784e-05, "loss": 0.1908, "step": 165600 }, { "epoch": 0.4, "learning_rate": 1.8135017326693897e-05, "loss": 0.1924, "step": 166000 }, { "epoch": 0.4, "learning_rate": 1.8126257924552127e-05, "loss": 0.1936, "step": 166400 }, { "epoch": 0.4, "eval_accuracy": 0.9360403035142721, "eval_f1": 0.8639651593480756, "eval_loss": 0.18314072489738464, "eval_precision": 0.8639997347284483, "eval_recall": 0.8639305867348543, "eval_runtime": 545.0012, "eval_samples_per_second": 31.103, "eval_steps_per_second": 3.888, "step": 166400 }, { "epoch": 0.4, "learning_rate": 1.811748012598523e-05, "loss": 0.1943, "step": 166800 }, { "epoch": 0.4, "learning_rate": 1.8108683950864602e-05, "loss": 0.1909, "step": 167200 }, { "epoch": 0.4, "learning_rate": 1.8099869419103243e-05, "loss": 0.192, "step": 167600 }, { "epoch": 0.4, "learning_rate": 1.809103655065571e-05, "loss": 0.1942, "step": 168000 }, { "epoch": 0.4, "eval_accuracy": 0.9364471274274155, "eval_f1": 0.8637520176336846, "eval_loss": 0.18178768455982208, "eval_precision": 0.8742628367849934, "eval_recall": 0.8534909286105056, "eval_runtime": 542.463, "eval_samples_per_second": 31.248, "eval_steps_per_second": 3.906, "step": 168000 }, { "epoch": 0.4, "learning_rate": 1.8082185365518075e-05, "loss": 0.1882, "step": 168400 }, { "epoch": 0.4, "learning_rate": 1.8073315883727868e-05, "loss": 0.1957, "step": 168800 }, { "epoch": 0.4, "learning_rate": 1.8064428125364037e-05, "loss": 0.1957, "step": 169200 }, { "epoch": 0.41, "learning_rate": 1.805552211054692e-05, "loss": 0.1948, "step": 169600 }, { "epoch": 0.41, "eval_accuracy": 0.9365275919081617, "eval_f1": 0.8646494279078834, "eval_loss": 0.18111450970172882, "eval_precision": 0.8697243196192007, "eval_recall": 0.859633417195881, "eval_runtime": 546.1161, "eval_samples_per_second": 31.039, "eval_steps_per_second": 3.88, "step": 169600 }, { "epoch": 0.41, "learning_rate": 1.8046597859438174e-05, "loss": 0.1919, "step": 170000 }, { "epoch": 0.41, "learning_rate": 1.8037655392240733e-05, "loss": 0.1933, "step": 170400 }, { "epoch": 0.41, "learning_rate": 1.8028694729198788e-05, "loss": 0.1919, "step": 170800 }, { "epoch": 0.41, "learning_rate": 1.80197158905977e-05, "loss": 0.1945, "step": 171200 }, { "epoch": 0.41, "eval_accuracy": 0.9363854192358876, "eval_f1": 0.8642587219547421, "eval_loss": 0.18125833570957184, "eval_precision": 0.8699469003176251, "eval_recall": 0.858644445092326, "eval_runtime": 563.7361, "eval_samples_per_second": 30.069, "eval_steps_per_second": 3.759, "step": 171200 }, { "epoch": 0.41, "learning_rate": 1.8010718896764e-05, "loss": 0.1929, "step": 171600 }, { "epoch": 0.41, "learning_rate": 1.8001703768065294e-05, "loss": 0.1932, "step": 172000 }, { "epoch": 0.41, "learning_rate": 1.7992670524910264e-05, "loss": 0.1901, "step": 172400 }, { "epoch": 0.41, "learning_rate": 1.798361918774859e-05, "loss": 0.197, "step": 172800 }, { "epoch": 0.41, "eval_accuracy": 0.9366748287785248, "eval_f1": 0.8645392167846061, "eval_loss": 0.18077276647090912, "eval_precision": 0.8734207936301429, "eval_recall": 0.8558364503104401, "eval_runtime": 532.1714, "eval_samples_per_second": 31.853, "eval_steps_per_second": 3.982, "step": 172800 }, { "epoch": 0.41, "learning_rate": 1.7974549777070905e-05, "loss": 0.1925, "step": 173200 }, { "epoch": 0.42, "learning_rate": 1.7965462313408783e-05, "loss": 0.1909, "step": 173600 }, { "epoch": 0.42, "learning_rate": 1.7956356817334637e-05, "loss": 0.1911, "step": 174000 }, { "epoch": 0.42, "learning_rate": 1.7947233309461722e-05, "loss": 0.1908, "step": 174400 }, { "epoch": 0.42, "eval_accuracy": 0.936513524691248, "eval_f1": 0.8640832130522675, "eval_loss": 0.18064941465854645, "eval_precision": 0.8722351266471586, "eval_recall": 0.8560822641858902, "eval_runtime": 534.2706, "eval_samples_per_second": 31.727, "eval_steps_per_second": 3.966, "step": 174400 }, { "epoch": 0.42, "learning_rate": 1.793809181044406e-05, "loss": 0.1863, "step": 174800 }, { "epoch": 0.42, "learning_rate": 1.7928932340976407e-05, "loss": 0.19, "step": 175200 }, { "epoch": 0.42, "learning_rate": 1.7919754921794198e-05, "loss": 0.1859, "step": 175600 }, { "epoch": 0.42, "learning_rate": 1.79105595736735e-05, "loss": 0.198, "step": 176000 }, { "epoch": 0.42, "eval_accuracy": 0.9366624496276408, "eval_f1": 0.8649571843107045, "eval_loss": 0.18033598363399506, "eval_precision": 0.8705677496166515, "eval_recall": 0.8594184729699061, "eval_runtime": 538.4171, "eval_samples_per_second": 31.483, "eval_steps_per_second": 3.936, "step": 176000 }, { "epoch": 0.42, "learning_rate": 1.790134631743097e-05, "loss": 0.1888, "step": 176400 }, { "epoch": 0.42, "learning_rate": 1.789211517392381e-05, "loss": 0.195, "step": 176800 }, { "epoch": 0.42, "learning_rate": 1.788286616404972e-05, "loss": 0.1925, "step": 177200 }, { "epoch": 0.42, "learning_rate": 1.7873599308746825e-05, "loss": 0.1919, "step": 177600 }, { "epoch": 0.42, "eval_accuracy": 0.9364557553204559, "eval_f1": 0.863988686121461, "eval_loss": 0.18185955286026, "eval_precision": 0.8746926616656756, "eval_recall": 0.8535435213466485, "eval_runtime": 613.3691, "eval_samples_per_second": 27.636, "eval_steps_per_second": 3.455, "step": 177600 }, { "epoch": 0.43, "learning_rate": 1.786431462899367e-05, "loss": 0.1909, "step": 178000 }, { "epoch": 0.43, "learning_rate": 1.7855012145809146e-05, "loss": 0.1914, "step": 178400 }, { "epoch": 0.43, "learning_rate": 1.7845691880252437e-05, "loss": 0.1896, "step": 178800 }, { "epoch": 0.43, "learning_rate": 1.7836353853423007e-05, "loss": 0.1933, "step": 179200 }, { "epoch": 0.43, "eval_accuracy": 0.93679130533457, "eval_f1": 0.8654764033546585, "eval_loss": 0.17977716028690338, "eval_precision": 0.8691162737072693, "eval_recall": 0.8618668935014243, "eval_runtime": 603.7349, "eval_samples_per_second": 28.077, "eval_steps_per_second": 3.51, "step": 179200 }, { "epoch": 0.43, "learning_rate": 1.7826998086460504e-05, "loss": 0.1934, "step": 179600 }, { "epoch": 0.43, "learning_rate": 1.7817624600544746e-05, "loss": 0.1917, "step": 180000 }, { "epoch": 0.43, "learning_rate": 1.7808233416895668e-05, "loss": 0.1922, "step": 180400 }, { "epoch": 0.43, "learning_rate": 1.7798824556773264e-05, "loss": 0.1936, "step": 180800 }, { "epoch": 0.43, "eval_accuracy": 0.9367671097214785, "eval_f1": 0.8649637293034157, "eval_loss": 0.18049688637256622, "eval_precision": 0.8702838022862976, "eval_recall": 0.859708304678867, "eval_runtime": 588.8741, "eval_samples_per_second": 28.785, "eval_steps_per_second": 3.598, "step": 180800 }, { "epoch": 0.43, "learning_rate": 1.7789398041477544e-05, "loss": 0.1893, "step": 181200 }, { "epoch": 0.43, "learning_rate": 1.7779953892348492e-05, "loss": 0.1887, "step": 181600 }, { "epoch": 0.44, "learning_rate": 1.7770492130766004e-05, "loss": 0.1904, "step": 182000 }, { "epoch": 0.44, "learning_rate": 1.7761012778149854e-05, "loss": 0.1913, "step": 182400 }, { "epoch": 0.44, "eval_accuracy": 0.9366129330241046, "eval_f1": 0.8648489691729236, "eval_loss": 0.18060122430324554, "eval_precision": 0.8698051251569123, "eval_recall": 0.8599489736127379, "eval_runtime": 625.1723, "eval_samples_per_second": 27.114, "eval_steps_per_second": 3.389, "step": 182400 }, { "epoch": 0.44, "learning_rate": 1.7751515855959636e-05, "loss": 0.1908, "step": 182800 }, { "epoch": 0.44, "learning_rate": 1.7742001385694714e-05, "loss": 0.1893, "step": 183200 }, { "epoch": 0.44, "learning_rate": 1.7732469388894197e-05, "loss": 0.1935, "step": 183600 }, { "epoch": 0.44, "learning_rate": 1.7722919887136845e-05, "loss": 0.1918, "step": 184000 }, { "epoch": 0.44, "eval_accuracy": 0.9365904254770427, "eval_f1": 0.8649240640386249, "eval_loss": 0.18266482651233673, "eval_precision": 0.8677856728538283, "eval_recall": 0.8620812660672238, "eval_runtime": 645.6309, "eval_samples_per_second": 26.255, "eval_steps_per_second": 3.282, "step": 184000 }, { "epoch": 0.44, "learning_rate": 1.771335290204106e-05, "loss": 0.1893, "step": 184400 }, { "epoch": 0.44, "learning_rate": 1.770376845526482e-05, "loss": 0.1918, "step": 184800 }, { "epoch": 0.44, "learning_rate": 1.7694166568505635e-05, "loss": 0.1941, "step": 185200 }, { "epoch": 0.44, "learning_rate": 1.76845472635005e-05, "loss": 0.1939, "step": 185600 }, { "epoch": 0.44, "eval_accuracy": 0.9371011592324552, "eval_f1": 0.866086878576331, "eval_loss": 0.1795293688774109, "eval_precision": 0.8705601112621765, "eval_recall": 0.8616593808577303, "eval_runtime": 625.6577, "eval_samples_per_second": 27.093, "eval_steps_per_second": 3.387, "step": 185600 }, { "epoch": 0.44, "learning_rate": 1.7674910562025832e-05, "loss": 0.1885, "step": 186000 }, { "epoch": 0.45, "learning_rate": 1.766525648589744e-05, "loss": 0.1904, "step": 186400 }, { "epoch": 0.45, "learning_rate": 1.765558505697046e-05, "loss": 0.1882, "step": 186800 }, { "epoch": 0.45, "learning_rate": 1.7645896297139313e-05, "loss": 0.1902, "step": 187200 }, { "epoch": 0.45, "eval_accuracy": 0.936948670601111, "eval_f1": 0.8656596062001887, "eval_loss": 0.1790514886379242, "eval_precision": 0.8710032304025908, "eval_recall": 0.8603811487053897, "eval_runtime": 652.9854, "eval_samples_per_second": 25.959, "eval_steps_per_second": 3.245, "step": 187200 }, { "epoch": 0.45, "learning_rate": 1.763619022833765e-05, "loss": 0.1915, "step": 187600 }, { "epoch": 0.45, "learning_rate": 1.7626466872538324e-05, "loss": 0.1916, "step": 188000 }, { "epoch": 0.45, "learning_rate": 1.76167262517533e-05, "loss": 0.1922, "step": 188400 }, { "epoch": 0.45, "learning_rate": 1.7606968388033645e-05, "loss": 0.1911, "step": 188800 }, { "epoch": 0.45, "eval_accuracy": 0.9366885208696542, "eval_f1": 0.8642576577531772, "eval_loss": 0.18099896609783173, "eval_precision": 0.8760903476191483, "eval_recall": 0.8527403388001196, "eval_runtime": 670.0987, "eval_samples_per_second": 25.296, "eval_steps_per_second": 3.162, "step": 188800 }, { "epoch": 0.45, "learning_rate": 1.7597193303469444e-05, "loss": 0.1934, "step": 189200 }, { "epoch": 0.45, "learning_rate": 1.7587401020189786e-05, "loss": 0.1926, "step": 189600 }, { "epoch": 0.45, "learning_rate": 1.757759156036268e-05, "loss": 0.1897, "step": 190000 }, { "epoch": 0.46, "learning_rate": 1.7567764946195033e-05, "loss": 0.1909, "step": 190400 }, { "epoch": 0.46, "eval_accuracy": 0.9366526963572472, "eval_f1": 0.86432857336827, "eval_loss": 0.1799914687871933, "eval_precision": 0.8736855507385446, "eval_recall": 0.8551698945458475, "eval_runtime": 664.8848, "eval_samples_per_second": 25.495, "eval_steps_per_second": 3.187, "step": 190400 }, { "epoch": 0.46, "learning_rate": 1.755792119993257e-05, "loss": 0.1936, "step": 190800 }, { "epoch": 0.46, "learning_rate": 1.7548060343859818e-05, "loss": 0.1869, "step": 191200 }, { "epoch": 0.46, "learning_rate": 1.7538182400300017e-05, "loss": 0.1945, "step": 191600 }, { "epoch": 0.46, "learning_rate": 1.7528287391615113e-05, "loss": 0.1905, "step": 192000 }, { "epoch": 0.46, "eval_accuracy": 0.9369248501138038, "eval_f1": 0.8658738945973239, "eval_loss": 0.1806378960609436, "eval_precision": 0.8675803751442674, "eval_recall": 0.8641741139696025, "eval_runtime": 682.7164, "eval_samples_per_second": 24.829, "eval_steps_per_second": 3.104, "step": 192000 }, { "epoch": 0.46, "learning_rate": 1.7518375340205667e-05, "loss": 0.1918, "step": 192400 }, { "epoch": 0.46, "learning_rate": 1.750844626851083e-05, "loss": 0.1871, "step": 192800 }, { "epoch": 0.46, "learning_rate": 1.7498500199008282e-05, "loss": 0.192, "step": 193200 }, { "epoch": 0.46, "learning_rate": 1.748853715421418e-05, "loss": 0.1878, "step": 193600 }, { "epoch": 0.46, "eval_accuracy": 0.9369516716073859, "eval_f1": 0.8655718913158194, "eval_loss": 0.17844319343566895, "eval_precision": 0.8713492333368283, "eval_recall": 0.8598706561686992, "eval_runtime": 709.4665, "eval_samples_per_second": 23.893, "eval_steps_per_second": 2.987, "step": 193600 }, { "epoch": 0.46, "learning_rate": 1.747855715668312e-05, "loss": 0.1912, "step": 194000 }, { "epoch": 0.46, "learning_rate": 1.746856022900806e-05, "loss": 0.1878, "step": 194400 }, { "epoch": 0.47, "learning_rate": 1.7458546393820303e-05, "loss": 0.1892, "step": 194800 }, { "epoch": 0.47, "learning_rate": 1.744851567378941e-05, "loss": 0.1929, "step": 195200 }, { "epoch": 0.47, "eval_accuracy": 0.9370535182578408, "eval_f1": 0.8652750536627823, "eval_loss": 0.17946113646030426, "eval_precision": 0.8731046981834436, "eval_recall": 0.8575845871270131, "eval_runtime": 728.3318, "eval_samples_per_second": 23.274, "eval_steps_per_second": 2.909, "step": 195200 }, { "epoch": 0.47, "learning_rate": 1.7438468091623176e-05, "loss": 0.1885, "step": 195600 }, { "epoch": 0.47, "learning_rate": 1.7428403670067577e-05, "loss": 0.1899, "step": 196000 }, { "epoch": 0.47, "learning_rate": 1.741832243190669e-05, "loss": 0.1841, "step": 196400 }, { "epoch": 0.47, "learning_rate": 1.7408224399962682e-05, "loss": 0.1923, "step": 196800 }, { "epoch": 0.47, "eval_accuracy": 0.9366226862944981, "eval_f1": 0.865599699190374, "eval_loss": 0.17995527386665344, "eval_precision": 0.865276816994431, "eval_recall": 0.8659228224463511, "eval_runtime": 739.6018, "eval_samples_per_second": 22.919, "eval_steps_per_second": 2.865, "step": 196800 }, { "epoch": 0.47, "learning_rate": 1.7398109597095724e-05, "loss": 0.1878, "step": 197200 }, { "epoch": 0.47, "learning_rate": 1.7387978046203957e-05, "loss": 0.1901, "step": 197600 }, { "epoch": 0.47, "learning_rate": 1.737782977022344e-05, "loss": 0.188, "step": 198000 }, { "epoch": 0.47, "learning_rate": 1.7367664792128097e-05, "loss": 0.1934, "step": 198400 }, { "epoch": 0.47, "eval_accuracy": 0.936658510806905, "eval_f1": 0.8654177974587316, "eval_loss": 0.1802603155374527, "eval_precision": 0.8659475535042171, "eval_recall": 0.8648886891889342, "eval_runtime": 719.4576, "eval_samples_per_second": 23.561, "eval_steps_per_second": 2.945, "step": 198400 }, { "epoch": 0.48, "learning_rate": 1.735748313492966e-05, "loss": 0.1918, "step": 198800 }, { "epoch": 0.48, "learning_rate": 1.7347284821677608e-05, "loss": 0.1908, "step": 199200 }, { "epoch": 0.48, "learning_rate": 1.733706987545914e-05, "loss": 0.1893, "step": 199600 }, { "epoch": 0.48, "learning_rate": 1.7326838319399115e-05, "loss": 0.1896, "step": 200000 }, { "epoch": 0.48, "eval_accuracy": 0.9369638631953777, "eval_f1": 0.865953863991919, "eval_loss": 0.17965461313724518, "eval_precision": 0.8701607773464061, "eval_recall": 0.8617874327370346, "eval_runtime": 772.5348, "eval_samples_per_second": 21.942, "eval_steps_per_second": 2.743, "step": 200000 }, { "epoch": 0.48, "learning_rate": 1.731659017665998e-05, "loss": 0.1943, "step": 200400 }, { "epoch": 0.48, "learning_rate": 1.730632547044173e-05, "loss": 0.1912, "step": 200800 }, { "epoch": 0.48, "learning_rate": 1.7296044223981863e-05, "loss": 0.1904, "step": 201200 }, { "epoch": 0.48, "learning_rate": 1.728574646055533e-05, "loss": 0.1887, "step": 201600 }, { "epoch": 0.48, "eval_accuracy": 0.9371735585088375, "eval_f1": 0.8660090435166752, "eval_loss": 0.17885449528694153, "eval_precision": 0.8714266282720998, "eval_recall": 0.8606584038904905, "eval_runtime": 770.9132, "eval_samples_per_second": 21.988, "eval_steps_per_second": 2.749, "step": 201600 }, { "epoch": 0.48, "learning_rate": 1.7275432203474453e-05, "loss": 0.1899, "step": 202000 }, { "epoch": 0.48, "learning_rate": 1.7265101476088913e-05, "loss": 0.1905, "step": 202400 }, { "epoch": 0.49, "learning_rate": 1.7254754301785663e-05, "loss": 0.1882, "step": 202800 }, { "epoch": 0.49, "learning_rate": 1.7244390703988896e-05, "loss": 0.1866, "step": 203200 }, { "epoch": 0.49, "eval_accuracy": 0.9372767180995377, "eval_f1": 0.8662844568320104, "eval_loss": 0.17921319603919983, "eval_precision": 0.8716134143426825, "eval_recall": 0.86102026478156, "eval_runtime": 806.4299, "eval_samples_per_second": 21.02, "eval_steps_per_second": 2.628, "step": 203200 }, { "epoch": 0.49, "learning_rate": 1.723401070615998e-05, "loss": 0.1922, "step": 203600 }, { "epoch": 0.49, "learning_rate": 1.722361433179742e-05, "loss": 0.1918, "step": 204000 }, { "epoch": 0.49, "learning_rate": 1.721320160443678e-05, "loss": 0.189, "step": 204400 }, { "epoch": 0.49, "learning_rate": 1.7202772547650654e-05, "loss": 0.1902, "step": 204800 }, { "epoch": 0.49, "eval_accuracy": 0.937223450238158, "eval_f1": 0.8663150342148309, "eval_loss": 0.17978140711784363, "eval_precision": 0.8719854843408215, "eval_recall": 0.8607178565487389, "eval_runtime": 795.8867, "eval_samples_per_second": 21.298, "eval_steps_per_second": 2.662, "step": 204800 }, { "epoch": 0.49, "learning_rate": 1.71923271850486e-05, "loss": 0.1889, "step": 205200 }, { "epoch": 0.49, "learning_rate": 1.7181865540277096e-05, "loss": 0.1862, "step": 205600 }, { "epoch": 0.49, "learning_rate": 1.717138763701946e-05, "loss": 0.1918, "step": 206000 }, { "epoch": 0.49, "learning_rate": 1.7160893498995845e-05, "loss": 0.1909, "step": 206400 }, { "epoch": 0.49, "eval_accuracy": 0.9371424230687352, "eval_f1": 0.8660603850087962, "eval_loss": 0.18042324483394623, "eval_precision": 0.8715986153319735, "eval_recall": 0.8605920913101365, "eval_runtime": 808.6294, "eval_samples_per_second": 20.963, "eval_steps_per_second": 2.62, "step": 206400 }, { "epoch": 0.49, "learning_rate": 1.7150383149963136e-05, "loss": 0.1867, "step": 206800 }, { "epoch": 0.5, "learning_rate": 1.713985661371492e-05, "loss": 0.187, "step": 207200 }, { "epoch": 0.5, "learning_rate": 1.7129313914081437e-05, "loss": 0.1889, "step": 207600 }, { "epoch": 0.5, "learning_rate": 1.7118755074929513e-05, "loss": 0.1888, "step": 208000 }, { "epoch": 0.5, "eval_accuracy": 0.937109224436819, "eval_f1": 0.8663811783329459, "eval_loss": 0.1801934689283371, "eval_precision": 0.8705300872166842, "eval_recall": 0.8622716289056538, "eval_runtime": 850.4864, "eval_samples_per_second": 19.931, "eval_steps_per_second": 2.492, "step": 208000 }, { "epoch": 0.5, "learning_rate": 1.7108180120162508e-05, "loss": 0.1858, "step": 208400 }, { "epoch": 0.5, "learning_rate": 1.709758907372027e-05, "loss": 0.1876, "step": 208800 }, { "epoch": 0.5, "learning_rate": 1.708698195957907e-05, "loss": 0.19, "step": 209200 }, { "epoch": 0.5, "learning_rate": 1.7076358801751562e-05, "loss": 0.1937, "step": 209600 }, { "epoch": 0.5, "eval_accuracy": 0.937145236512118, "eval_f1": 0.8656761084273905, "eval_loss": 0.17913849651813507, "eval_precision": 0.8749678837367915, "eval_recall": 0.8565796085385451, "eval_runtime": 879.9677, "eval_samples_per_second": 19.263, "eval_steps_per_second": 2.408, "step": 209600 }, { "epoch": 0.5, "learning_rate": 1.7065719624286715e-05, "loss": 0.1877, "step": 210000 }, { "epoch": 0.5, "learning_rate": 1.7055064451269763e-05, "loss": 0.1896, "step": 210400 }, { "epoch": 0.5, "learning_rate": 1.704439330682215e-05, "loss": 0.1867, "step": 210800 }, { "epoch": 0.51, "learning_rate": 1.7033706215101485e-05, "loss": 0.1883, "step": 211200 }, { "epoch": 0.51, "eval_accuracy": 0.9368340696739875, "eval_f1": 0.8663467804242857, "eval_loss": 0.17967061698436737, "eval_precision": 0.8647642969633281, "eval_recall": 0.8679350662639892, "eval_runtime": 911.8125, "eval_samples_per_second": 18.59, "eval_steps_per_second": 2.324, "step": 211200 }, { "epoch": 0.51, "learning_rate": 1.7023003200301463e-05, "loss": 0.1896, "step": 211600 }, { "epoch": 0.51, "learning_rate": 1.7012284286651842e-05, "loss": 0.1902, "step": 212000 }, { "epoch": 0.51, "learning_rate": 1.7001549498418364e-05, "loss": 0.1887, "step": 212400 }, { "epoch": 0.51, "learning_rate": 1.6990798859902713e-05, "loss": 0.1901, "step": 212800 }, { "epoch": 0.51, "eval_accuracy": 0.9370465784308301, "eval_f1": 0.8653579989788354, "eval_loss": 0.17951498925685883, "eval_precision": 0.8734082205085891, "eval_recall": 0.8574548202671826, "eval_runtime": 916.9521, "eval_samples_per_second": 18.486, "eval_steps_per_second": 2.311, "step": 212800 }, { "epoch": 0.51, "learning_rate": 1.6980032395442445e-05, "loss": 0.1894, "step": 213200 }, { "epoch": 0.51, "learning_rate": 1.6969250129410958e-05, "loss": 0.1874, "step": 213600 }, { "epoch": 0.51, "learning_rate": 1.6958452086217413e-05, "loss": 0.1854, "step": 214000 }, { "epoch": 0.51, "learning_rate": 1.6947638290306683e-05, "loss": 0.1847, "step": 214400 }, { "epoch": 0.51, "eval_accuracy": 0.9374852880356445, "eval_f1": 0.8669684104342598, "eval_loss": 0.17802837491035461, "eval_precision": 0.8702301024002046, "eval_recall": 0.8637310773336169, "eval_runtime": 927.1123, "eval_samples_per_second": 18.284, "eval_steps_per_second": 2.286, "step": 214400 }, { "epoch": 0.51, "learning_rate": 1.6936808766159318e-05, "loss": 0.1914, "step": 214800 }, { "epoch": 0.51, "learning_rate": 1.6925963538291456e-05, "loss": 0.1895, "step": 215200 }, { "epoch": 0.52, "learning_rate": 1.69151026312548e-05, "loss": 0.1883, "step": 215600 }, { "epoch": 0.52, "learning_rate": 1.6904226069636538e-05, "loss": 0.189, "step": 216000 }, { "epoch": 0.52, "eval_accuracy": 0.9375539360541831, "eval_f1": 0.8663820965537621, "eval_loss": 0.17785754799842834, "eval_precision": 0.8747725157672869, "eval_recall": 0.8581511023608993, "eval_runtime": 980.242, "eval_samples_per_second": 17.293, "eval_steps_per_second": 2.162, "step": 216000 }, { "epoch": 0.52, "learning_rate": 1.6893333878059303e-05, "loss": 0.1941, "step": 216400 }, { "epoch": 0.52, "learning_rate": 1.6882426081181112e-05, "loss": 0.1939, "step": 216800 }, { "epoch": 0.52, "learning_rate": 1.6871502703695303e-05, "loss": 0.1829, "step": 217200 }, { "epoch": 0.52, "learning_rate": 1.686056377033049e-05, "loss": 0.1865, "step": 217600 }, { "epoch": 0.52, "eval_accuracy": 0.9374036981775452, "eval_f1": 0.8663718082660126, "eval_loss": 0.17854823172092438, "eval_precision": 0.8707146024546055, "eval_recall": 0.8620721195044163, "eval_runtime": 997.5773, "eval_samples_per_second": 16.992, "eval_steps_per_second": 2.124, "step": 217600 }, { "epoch": 0.52, "learning_rate": 1.684960930585051e-05, "loss": 0.1893, "step": 218000 }, { "epoch": 0.52, "learning_rate": 1.683863933505434e-05, "loss": 0.1868, "step": 218400 }, { "epoch": 0.52, "learning_rate": 1.6827653882776087e-05, "loss": 0.1907, "step": 218800 }, { "epoch": 0.52, "learning_rate": 1.6816652973884882e-05, "loss": 0.188, "step": 219200 }, { "epoch": 0.52, "eval_accuracy": 0.9375256140574636, "eval_f1": 0.8670440634281203, "eval_loss": 0.1784038245677948, "eval_precision": 0.8698775326077199, "eval_recall": 0.8642289933464472, "eval_runtime": 974.6353, "eval_samples_per_second": 17.392, "eval_steps_per_second": 2.174, "step": 219200 }, { "epoch": 0.53, "learning_rate": 1.680563663328486e-05, "loss": 0.1914, "step": 219600 }, { "epoch": 0.53, "learning_rate": 1.6794604885915088e-05, "loss": 0.187, "step": 220000 }, { "epoch": 0.53, "learning_rate": 1.678355775674951e-05, "loss": 0.1845, "step": 220400 }, { "epoch": 0.53, "learning_rate": 1.6772495270796886e-05, "loss": 0.1895, "step": 220800 }, { "epoch": 0.53, "eval_accuracy": 0.937413826573723, "eval_f1": 0.8668241753012625, "eval_loss": 0.17992745339870453, "eval_precision": 0.8693401257478316, "eval_recall": 0.8643227456152235, "eval_runtime": 1079.3638, "eval_samples_per_second": 15.705, "eval_steps_per_second": 1.963, "step": 220800 }, { "epoch": 0.53, "learning_rate": 1.6761417453100758e-05, "loss": 0.1858, "step": 221200 }, { "epoch": 0.53, "learning_rate": 1.675032432873936e-05, "loss": 0.1861, "step": 221600 }, { "epoch": 0.53, "learning_rate": 1.6739215922825582e-05, "loss": 0.1891, "step": 222000 }, { "epoch": 0.53, "learning_rate": 1.6728092260506916e-05, "loss": 0.1863, "step": 222400 }, { "epoch": 0.53, "eval_accuracy": 0.9374770352683884, "eval_f1": 0.8666634278465134, "eval_loss": 0.18013346195220947, "eval_precision": 0.8716621697732432, "eval_recall": 0.8617216918168561, "eval_runtime": 1165.6574, "eval_samples_per_second": 14.542, "eval_steps_per_second": 1.818, "step": 222400 }, { "epoch": 0.53, "learning_rate": 1.6716953366965377e-05, "loss": 0.1906, "step": 222800 }, { "epoch": 0.53, "learning_rate": 1.670579926741748e-05, "loss": 0.1879, "step": 223200 }, { "epoch": 0.53, "learning_rate": 1.6694629987114145e-05, "loss": 0.1915, "step": 223600 }, { "epoch": 0.54, "learning_rate": 1.668344555134067e-05, "loss": 0.1903, "step": 224000 }, { "epoch": 0.54, "eval_accuracy": 0.9370158181165122, "eval_f1": 0.864867511175318, "eval_loss": 0.18029174208641052, "eval_precision": 0.8766908082051474, "eval_recall": 0.8533588751099731, "eval_runtime": 1162.7051, "eval_samples_per_second": 14.579, "eval_steps_per_second": 1.822, "step": 224000 }, { "epoch": 0.54, "learning_rate": 1.6672245985416656e-05, "loss": 0.1882, "step": 224400 }, { "epoch": 0.54, "learning_rate": 1.6661031314695966e-05, "loss": 0.1873, "step": 224800 }, { "epoch": 0.54, "learning_rate": 1.6649801564566647e-05, "loss": 0.1898, "step": 225200 }, { "epoch": 0.54, "learning_rate": 1.663855676045089e-05, "loss": 0.1875, "step": 225600 }, { "epoch": 0.54, "eval_accuracy": 0.9376805410064062, "eval_f1": 0.8673769183029066, "eval_loss": 0.1786891371011734, "eval_precision": 0.8699072647233351, "eval_recall": 0.8648612495005119, "eval_runtime": 1219.9375, "eval_samples_per_second": 13.895, "eval_steps_per_second": 1.737, "step": 225600 }, { "epoch": 0.54, "learning_rate": 1.6627296927804954e-05, "loss": 0.1902, "step": 226000 }, { "epoch": 0.54, "learning_rate": 1.661602209211914e-05, "loss": 0.1876, "step": 226400 }, { "epoch": 0.54, "learning_rate": 1.6604732278917695e-05, "loss": 0.1859, "step": 226800 }, { "epoch": 0.54, "learning_rate": 1.659342751375878e-05, "loss": 0.188, "step": 227200 }, { "epoch": 0.54, "eval_accuracy": 0.9376726633649346, "eval_f1": 0.8671941772296538, "eval_loss": 0.17850236594676971, "eval_precision": 0.8710525981883218, "eval_recall": 0.8633697881027228, "eval_runtime": 1365.932, "eval_samples_per_second": 12.41, "eval_steps_per_second": 1.551, "step": 227200 }, { "epoch": 0.54, "learning_rate": 1.658210782223441e-05, "loss": 0.1919, "step": 227600 }, { "epoch": 0.55, "learning_rate": 1.6570773229970377e-05, "loss": 0.1852, "step": 228000 }, { "epoch": 0.55, "learning_rate": 1.6559423762626215e-05, "loss": 0.1873, "step": 228400 }, { "epoch": 0.55, "learning_rate": 1.654805944589513e-05, "loss": 0.1887, "step": 228800 }, { "epoch": 0.55, "eval_accuracy": 0.9378007688202951, "eval_f1": 0.8676160121238438, "eval_loss": 0.1776517778635025, "eval_precision": 0.8705870638290035, "eval_recall": 0.8646651700603273, "eval_runtime": 1347.9483, "eval_samples_per_second": 12.575, "eval_steps_per_second": 1.572, "step": 228800 }, { "epoch": 0.55, "learning_rate": 1.6536680305503953e-05, "loss": 0.1871, "step": 229200 }, { "epoch": 0.55, "learning_rate": 1.652528636721306e-05, "loss": 0.1885, "step": 229600 }, { "epoch": 0.55, "learning_rate": 1.6513877656816325e-05, "loss": 0.1884, "step": 230000 }, { "epoch": 0.55, "learning_rate": 1.6502454200141086e-05, "loss": 0.1893, "step": 230400 }, { "epoch": 0.55, "eval_accuracy": 0.9375102339003047, "eval_f1": 0.8665494793203288, "eval_loss": 0.17748743295669556, "eval_precision": 0.8726716284484248, "eval_recall": 0.8605126305457468, "eval_runtime": 1496.3516, "eval_samples_per_second": 11.328, "eval_steps_per_second": 1.416, "step": 230400 }, { "epoch": 0.55, "learning_rate": 1.6491016023048036e-05, "loss": 0.1864, "step": 230800 }, { "epoch": 0.55, "learning_rate": 1.647956315143121e-05, "loss": 0.1928, "step": 231200 }, { "epoch": 0.55, "learning_rate": 1.6468095611217906e-05, "loss": 0.1873, "step": 231600 }, { "epoch": 0.55, "learning_rate": 1.6456613428368627e-05, "loss": 0.1865, "step": 232000 }, { "epoch": 0.55, "eval_accuracy": 0.937655595141746, "eval_f1": 0.8666062090876223, "eval_loss": 0.17793767154216766, "eval_precision": 0.8748837751237984, "eval_recall": 0.8584838085830202, "eval_runtime": 1628.3506, "eval_samples_per_second": 10.41, "eval_steps_per_second": 1.301, "step": 232000 }, { "epoch": 0.56, "learning_rate": 1.6445116628877023e-05, "loss": 0.1853, "step": 232400 }, { "epoch": 0.56, "learning_rate": 1.643360523876983e-05, "loss": 0.1841, "step": 232800 }, { "epoch": 0.56, "learning_rate": 1.642207928410683e-05, "loss": 0.192, "step": 233200 }, { "epoch": 0.56, "learning_rate": 1.641053879098076e-05, "loss": 0.1888, "step": 233600 }, { "epoch": 0.56, "eval_accuracy": 0.9377015480503307, "eval_f1": 0.8671411822565678, "eval_loss": 0.17848214507102966, "eval_precision": 0.8705092213592871, "eval_recall": 0.8637991048944973, "eval_runtime": 2062.075, "eval_samples_per_second": 8.22, "eval_steps_per_second": 1.028, "step": 233600 }, { "epoch": 0.56, "learning_rate": 1.6398983785517278e-05, "loss": 0.1842, "step": 234000 }, { "epoch": 0.56, "learning_rate": 1.638741429387489e-05, "loss": 0.1867, "step": 234400 }, { "epoch": 0.56, "learning_rate": 1.63758303422449e-05, "loss": 0.1873, "step": 234800 }, { "epoch": 0.56, "learning_rate": 1.636423195685135e-05, "loss": 0.1893, "step": 235200 }, { "epoch": 0.56, "eval_accuracy": 0.9380693588819001, "eval_f1": 0.8680359208535846, "eval_loss": 0.176702082157135, "eval_precision": 0.8732650801346397, "eval_recall": 0.862869013789015, "eval_runtime": 2471.7979, "eval_samples_per_second": 6.858, "eval_steps_per_second": 0.857, "step": 235200 }, { "epoch": 0.56, "learning_rate": 1.6352619163950954e-05, "loss": 0.1877, "step": 235600 }, { "epoch": 0.56, "learning_rate": 1.6340991989833036e-05, "loss": 0.1877, "step": 236000 }, { "epoch": 0.57, "learning_rate": 1.632935046081949e-05, "loss": 0.1864, "step": 236400 }, { "epoch": 0.57, "learning_rate": 1.631769460326469e-05, "loss": 0.1876, "step": 236800 }, { "epoch": 0.57, "eval_accuracy": 0.9378168992290228, "eval_f1": 0.8676546405447269, "eval_loss": 0.17699034512043, "eval_precision": 0.8718895392465856, "eval_recall": 0.8634606820706218, "eval_runtime": 1988.0252, "eval_samples_per_second": 8.527, "eval_steps_per_second": 1.066, "step": 236800 }, { "epoch": 0.57, "learning_rate": 1.6306024443555462e-05, "loss": 0.1894, "step": 237200 }, { "epoch": 0.57, "learning_rate": 1.6294340008111008e-05, "loss": 0.1871, "step": 237600 }, { "epoch": 0.57, "learning_rate": 1.628264132338284e-05, "loss": 0.1881, "step": 238000 }, { "epoch": 0.57, "learning_rate": 1.627092841585473e-05, "loss": 0.1853, "step": 238400 }, { "epoch": 0.57, "eval_accuracy": 0.9376743514309642, "eval_f1": 0.866771496887475, "eval_loss": 0.17852920293807983, "eval_precision": 0.8729003106270632, "eval_recall": 0.8607281464318972, "eval_runtime": 2157.4161, "eval_samples_per_second": 7.857, "eval_steps_per_second": 0.982, "step": 238400 }, { "epoch": 0.57, "learning_rate": 1.6259201312042653e-05, "loss": 0.1922, "step": 238800 }, { "epoch": 0.57, "learning_rate": 1.6247460038494717e-05, "loss": 0.1856, "step": 239200 }, { "epoch": 0.57, "learning_rate": 1.623570462179111e-05, "loss": 0.1849, "step": 239600 }, { "epoch": 0.57, "learning_rate": 1.6223935088544038e-05, "loss": 0.1914, "step": 240000 }, { "epoch": 0.57, "eval_accuracy": 0.9379305623416851, "eval_f1": 0.8676183575712617, "eval_loss": 0.17675957083702087, "eval_precision": 0.8727782087302289, "eval_recall": 0.8625191577616302, "eval_runtime": 3524.4264, "eval_samples_per_second": 4.81, "eval_steps_per_second": 0.601, "step": 240000 }, { "epoch": 0.57, "learning_rate": 1.6212151465397665e-05, "loss": 0.1889, "step": 240400 }, { "epoch": 0.58, "learning_rate": 1.620035377902805e-05, "loss": 0.188, "step": 240800 }, { "epoch": 0.58, "learning_rate": 1.6188542056143083e-05, "loss": 0.1891, "step": 241200 }, { "epoch": 0.58, "learning_rate": 1.6176716323482446e-05, "loss": 0.186, "step": 241600 }, { "epoch": 0.58, "eval_accuracy": 0.938026031853806, "eval_f1": 0.8677617064417832, "eval_loss": 0.1765325963497162, "eval_precision": 0.8744515242966248, "eval_recall": 0.8611734697085848, "eval_runtime": 2840.9085, "eval_samples_per_second": 5.967, "eval_steps_per_second": 0.746, "step": 241600 }, { "epoch": 0.58, "learning_rate": 1.616487660781752e-05, "loss": 0.1865, "step": 242000 }, { "epoch": 0.58, "learning_rate": 1.6153022935951352e-05, "loss": 0.1903, "step": 242400 }, { "epoch": 0.58, "learning_rate": 1.614115533471858e-05, "loss": 0.1872, "step": 242800 }, { "epoch": 0.58, "learning_rate": 1.6129273830985374e-05, "loss": 0.1851, "step": 243200 }, { "epoch": 0.58, "eval_accuracy": 0.9380453508317007, "eval_f1": 0.8677535835682475, "eval_loss": 0.17766611278057098, "eval_precision": 0.8736754209940448, "eval_recall": 0.8619114829951106, "eval_runtime": 2728.5566, "eval_samples_per_second": 6.212, "eval_steps_per_second": 0.777, "step": 243200 }, { "epoch": 0.58, "learning_rate": 1.6117378451649374e-05, "loss": 0.1871, "step": 243600 }, { "epoch": 0.58, "learning_rate": 1.610546922363964e-05, "loss": 0.191, "step": 244000 }, { "epoch": 0.58, "learning_rate": 1.6093546173916586e-05, "loss": 0.1899, "step": 244400 }, { "epoch": 0.59, "learning_rate": 1.60816093294719e-05, "loss": 0.1943, "step": 244800 }, { "epoch": 0.59, "eval_accuracy": 0.9375576873120268, "eval_f1": 0.8670070484465402, "eval_loss": 0.17991459369659424, "eval_precision": 0.8688986737601561, "eval_recall": 0.8651236415210505, "eval_runtime": 6003.7404, "eval_samples_per_second": 2.823, "eval_steps_per_second": 0.353, "step": 244800 }, { "epoch": 0.59, "learning_rate": 1.6069658717328508e-05, "loss": 0.1935, "step": 245200 }, { "epoch": 0.59, "learning_rate": 1.6057694364540508e-05, "loss": 0.1791, "step": 245600 }, { "epoch": 0.59, "learning_rate": 1.6045716298193096e-05, "loss": 0.1838, "step": 246000 }, { "epoch": 0.59, "learning_rate": 1.6033724545402517e-05, "loss": 0.1884, "step": 246400 }, { "epoch": 0.59, "eval_accuracy": 0.9380753608944499, "eval_f1": 0.8679641821278946, "eval_loss": 0.1776251196861267, "eval_precision": 0.8738028433394031, "eval_recall": 0.8622030296845979, "eval_runtime": 3004.0762, "eval_samples_per_second": 5.643, "eval_steps_per_second": 0.705, "step": 246400 }, { "epoch": 0.59, "learning_rate": 1.6021719133316004e-05, "loss": 0.1862, "step": 246800 }, { "epoch": 0.59, "learning_rate": 1.6009700089111705e-05, "loss": 0.1883, "step": 247200 }, { "epoch": 0.59, "learning_rate": 1.599766743999863e-05, "loss": 0.1855, "step": 247600 }, { "epoch": 0.59, "learning_rate": 1.5985621213216593e-05, "loss": 0.1897, "step": 248000 }, { "epoch": 0.59, "eval_accuracy": 0.9379052413512405, "eval_f1": 0.8676452917564406, "eval_loss": 0.1764792799949646, "eval_precision": 0.8705365106951102, "eval_recall": 0.8647732138334903, "eval_runtime": 3373.4427, "eval_samples_per_second": 5.025, "eval_steps_per_second": 0.628, "step": 248000 }, { "epoch": 0.59, "learning_rate": 1.5973561436036138e-05, "loss": 0.1836, "step": 248400 }, { "epoch": 0.6, "learning_rate": 1.5961488135758494e-05, "loss": 0.1775, "step": 248800 }, { "epoch": 0.6, "learning_rate": 1.59494013397155e-05, "loss": 0.1829, "step": 249200 }, { "epoch": 0.6, "learning_rate": 1.5937301075269537e-05, "loss": 0.1857, "step": 249600 }, { "epoch": 0.6, "eval_accuracy": 0.938110435155288, "eval_f1": 0.8678919680622887, "eval_loss": 0.17743539810180664, "eval_precision": 0.8754202625124966, "eval_recall": 0.86049205077943, "eval_runtime": 569.8141, "eval_samples_per_second": 29.748, "eval_steps_per_second": 3.719, "step": 249600 }, { "epoch": 0.6, "learning_rate": 1.5925187369813496e-05, "loss": 0.1873, "step": 250000 }, { "epoch": 0.6, "learning_rate": 1.5913060250770676e-05, "loss": 0.1877, "step": 250400 }, { "epoch": 0.6, "learning_rate": 1.5900919745594756e-05, "loss": 0.1909, "step": 250800 }, { "epoch": 0.6, "learning_rate": 1.5888765881769718e-05, "loss": 0.1853, "step": 251200 }, { "epoch": 0.6, "eval_accuracy": 0.9382769910035459, "eval_f1": 0.8685278445507639, "eval_loss": 0.17629072070121765, "eval_precision": 0.8730131777143226, "eval_recall": 0.8640883649432828, "eval_runtime": 561.5572, "eval_samples_per_second": 30.186, "eval_steps_per_second": 3.773, "step": 251200 }, { "epoch": 0.6, "learning_rate": 1.587659868680977e-05, "loss": 0.1878, "step": 251600 }, { "epoch": 0.6, "learning_rate": 1.5864418188259323e-05, "loss": 0.187, "step": 252000 }, { "epoch": 0.6, "learning_rate": 1.5852224413692886e-05, "loss": 0.1867, "step": 252400 }, { "epoch": 0.6, "learning_rate": 1.5840017390715035e-05, "loss": 0.1885, "step": 252800 }, { "epoch": 0.6, "eval_accuracy": 0.9380318463034636, "eval_f1": 0.8679062324645087, "eval_loss": 0.17689689993858337, "eval_precision": 0.8742666856919459, "eval_recall": 0.8616376577710627, "eval_runtime": 562.1728, "eval_samples_per_second": 30.153, "eval_steps_per_second": 3.769, "step": 252800 }, { "epoch": 0.61, "learning_rate": 1.5827797146960328e-05, "loss": 0.187, "step": 253200 }, { "epoch": 0.61, "learning_rate": 1.5815563710093256e-05, "loss": 0.1829, "step": 253600 }, { "epoch": 0.61, "learning_rate": 1.5803317107808183e-05, "loss": 0.1834, "step": 254000 }, { "epoch": 0.61, "learning_rate": 1.5791057367829273e-05, "loss": 0.1867, "step": 254400 }, { "epoch": 0.61, "eval_accuracy": 0.938133130265242, "eval_f1": 0.8683492146871279, "eval_loss": 0.17677941918373108, "eval_precision": 0.870136385553234, "eval_recall": 0.8665693701048025, "eval_runtime": 539.5299, "eval_samples_per_second": 31.418, "eval_steps_per_second": 3.927, "step": 254400 }, { "epoch": 0.61, "learning_rate": 1.5778784517910427e-05, "loss": 0.1843, "step": 254800 }, { "epoch": 0.61, "learning_rate": 1.5766498585835227e-05, "loss": 0.1852, "step": 255200 }, { "epoch": 0.61, "learning_rate": 1.575419959941687e-05, "loss": 0.189, "step": 255600 }, { "epoch": 0.61, "learning_rate": 1.5741887586498122e-05, "loss": 0.1859, "step": 256000 }, { "epoch": 0.61, "eval_accuracy": 0.9383792127797852, "eval_f1": 0.8685926920931453, "eval_loss": 0.17721563577651978, "eval_precision": 0.8733567973368934, "eval_recall": 0.8638802806394134, "eval_runtime": 541.5973, "eval_samples_per_second": 31.298, "eval_steps_per_second": 3.913, "step": 256000 }, { "epoch": 0.61, "learning_rate": 1.5729562574951208e-05, "loss": 0.1854, "step": 256400 }, { "epoch": 0.61, "learning_rate": 1.5717224592677808e-05, "loss": 0.1861, "step": 256800 }, { "epoch": 0.62, "learning_rate": 1.570487366760895e-05, "loss": 0.188, "step": 257200 }, { "epoch": 0.62, "learning_rate": 1.569250982770496e-05, "loss": 0.1836, "step": 257600 }, { "epoch": 0.62, "eval_accuracy": 0.9382160330635866, "eval_f1": 0.8683363284140473, "eval_loss": 0.1770741045475006, "eval_precision": 0.8726775763825417, "eval_recall": 0.8640380588478418, "eval_runtime": 567.0661, "eval_samples_per_second": 29.892, "eval_steps_per_second": 3.737, "step": 257600 }, { "epoch": 0.62, "learning_rate": 1.568013310095541e-05, "loss": 0.1847, "step": 258000 }, { "epoch": 0.62, "learning_rate": 1.5667743515379047e-05, "loss": 0.1841, "step": 258400 }, { "epoch": 0.62, "learning_rate": 1.5655341099023723e-05, "loss": 0.1853, "step": 258800 }, { "epoch": 0.62, "learning_rate": 1.5642925879966328e-05, "loss": 0.1883, "step": 259200 }, { "epoch": 0.62, "eval_accuracy": 0.9382659247929072, "eval_f1": 0.8685522914865363, "eval_loss": 0.17646153271198273, "eval_precision": 0.8711410785399025, "eval_recall": 0.8659788451435467, "eval_runtime": 584.0804, "eval_samples_per_second": 29.022, "eval_steps_per_second": 3.628, "step": 259200 }, { "epoch": 0.62, "learning_rate": 1.5630497886312756e-05, "loss": 0.1883, "step": 259600 }, { "epoch": 0.62, "learning_rate": 1.56180571461978e-05, "loss": 0.1836, "step": 260000 }, { "epoch": 0.62, "learning_rate": 1.560560368778512e-05, "loss": 0.1891, "step": 260400 }, { "epoch": 0.62, "learning_rate": 1.5593137539267167e-05, "loss": 0.1872, "step": 260800 }, { "epoch": 0.62, "eval_accuracy": 0.9381590139443632, "eval_f1": 0.8683332486638728, "eval_loss": 0.17653478682041168, "eval_precision": 0.8719482882054085, "eval_recall": 0.8647480607857698, "eval_runtime": 568.7246, "eval_samples_per_second": 29.805, "eval_steps_per_second": 3.726, "step": 260800 }, { "epoch": 0.62, "learning_rate": 1.5580658728865115e-05, "loss": 0.1898, "step": 261200 }, { "epoch": 0.63, "learning_rate": 1.5568167284828812e-05, "loss": 0.1811, "step": 261600 }, { "epoch": 0.63, "learning_rate": 1.5555663235436697e-05, "loss": 0.1855, "step": 262000 }, { "epoch": 0.63, "learning_rate": 1.5543146608995746e-05, "loss": 0.1814, "step": 262400 }, { "epoch": 0.63, "eval_accuracy": 0.9382809298242817, "eval_f1": 0.868037752648405, "eval_loss": 0.1755363494157791, "eval_precision": 0.8751227345668181, "eval_recall": 0.8610665692557727, "eval_runtime": 568.4875, "eval_samples_per_second": 29.818, "eval_steps_per_second": 3.727, "step": 262400 }, { "epoch": 0.63, "learning_rate": 1.5530617433841412e-05, "loss": 0.1869, "step": 262800 }, { "epoch": 0.63, "learning_rate": 1.5518075738337554e-05, "loss": 0.1857, "step": 263200 }, { "epoch": 0.63, "learning_rate": 1.550552155087637e-05, "loss": 0.1817, "step": 263600 }, { "epoch": 0.63, "learning_rate": 1.5492954899878353e-05, "loss": 0.1851, "step": 264000 }, { "epoch": 0.63, "eval_accuracy": 0.9380864271050887, "eval_f1": 0.8681394820209297, "eval_loss": 0.17657506465911865, "eval_precision": 0.873961482823805, "eval_recall": 0.8623945358433789, "eval_runtime": 556.3354, "eval_samples_per_second": 30.469, "eval_steps_per_second": 3.809, "step": 264000 }, { "epoch": 0.63, "learning_rate": 1.5480375813792193e-05, "loss": 0.1875, "step": 264400 }, { "epoch": 0.63, "learning_rate": 1.5467784321094738e-05, "loss": 0.1827, "step": 264800 }, { "epoch": 0.63, "learning_rate": 1.5455180450290927e-05, "loss": 0.1855, "step": 265200 }, { "epoch": 0.64, "learning_rate": 1.5442564229913712e-05, "loss": 0.1865, "step": 265600 }, { "epoch": 0.64, "eval_accuracy": 0.9382207221358911, "eval_f1": 0.8682821817948081, "eval_loss": 0.17585815489292145, "eval_precision": 0.8717111195488778, "eval_recall": 0.8648801142863023, "eval_runtime": 546.154, "eval_samples_per_second": 31.037, "eval_steps_per_second": 3.88, "step": 265600 }, { "epoch": 0.64, "learning_rate": 1.5429935688524008e-05, "loss": 0.1892, "step": 266000 }, { "epoch": 0.64, "learning_rate": 1.5417294854710626e-05, "loss": 0.1871, "step": 266400 }, { "epoch": 0.64, "learning_rate": 1.5404641757090195e-05, "loss": 0.1827, "step": 266800 }, { "epoch": 0.64, "learning_rate": 1.5391976424307117e-05, "loss": 0.1867, "step": 267200 }, { "epoch": 0.64, "eval_accuracy": 0.9381501984884306, "eval_f1": 0.8684828571461304, "eval_loss": 0.17675794661045074, "eval_precision": 0.8702520329263176, "eval_recall": 0.8667208600513008, "eval_runtime": 545.512, "eval_samples_per_second": 31.074, "eval_steps_per_second": 3.884, "step": 267200 }, { "epoch": 0.64, "learning_rate": 1.5379298885033486e-05, "loss": 0.1874, "step": 267600 }, { "epoch": 0.64, "learning_rate": 1.536660916796903e-05, "loss": 0.1918, "step": 268000 }, { "epoch": 0.64, "learning_rate": 1.5353907301841046e-05, "loss": 0.1851, "step": 268400 }, { "epoch": 0.64, "learning_rate": 1.5341193315404338e-05, "loss": 0.1825, "step": 268800 }, { "epoch": 0.64, "eval_accuracy": 0.9384647414586204, "eval_f1": 0.8690078223475308, "eval_loss": 0.17516086995601654, "eval_precision": 0.8725653210073282, "eval_recall": 0.86547921415019, "eval_runtime": 558.7448, "eval_samples_per_second": 30.338, "eval_steps_per_second": 3.792, "step": 268800 }, { "epoch": 0.64, "learning_rate": 1.5328467237441144e-05, "loss": 0.1859, "step": 269200 }, { "epoch": 0.64, "learning_rate": 1.5315729096761075e-05, "loss": 0.1852, "step": 269600 }, { "epoch": 0.65, "learning_rate": 1.5302978922201055e-05, "loss": 0.1859, "step": 270000 }, { "epoch": 0.65, "learning_rate": 1.5290216742625242e-05, "loss": 0.1862, "step": 270400 }, { "epoch": 0.65, "eval_accuracy": 0.9383621445565966, "eval_f1": 0.8681803401401886, "eval_loss": 0.17722995579242706, "eval_precision": 0.8748685240093154, "eval_recall": 0.8615936399375519, "eval_runtime": 539.8288, "eval_samples_per_second": 31.401, "eval_steps_per_second": 3.925, "step": 270400 }, { "epoch": 0.65, "learning_rate": 1.527744258692498e-05, "loss": 0.1818, "step": 270800 }, { "epoch": 0.65, "learning_rate": 1.526465648401872e-05, "loss": 0.1848, "step": 271200 }, { "epoch": 0.65, "learning_rate": 1.5251858462851954e-05, "loss": 0.1868, "step": 271600 }, { "epoch": 0.65, "learning_rate": 1.523904855239717e-05, "loss": 0.1867, "step": 272000 }, { "epoch": 0.65, "eval_accuracy": 0.9385112570558816, "eval_f1": 0.8686622998115704, "eval_loss": 0.1757044494152069, "eval_precision": 0.8775867510739054, "eval_recall": 0.8599175323030873, "eval_runtime": 545.6567, "eval_samples_per_second": 31.065, "eval_steps_per_second": 3.883, "step": 272000 }, { "epoch": 0.65, "learning_rate": 1.5226226781653762e-05, "loss": 0.1896, "step": 272400 }, { "epoch": 0.65, "learning_rate": 1.5213393179647966e-05, "loss": 0.1867, "step": 272800 }, { "epoch": 0.65, "learning_rate": 1.5200547775432817e-05, "loss": 0.1879, "step": 273200 }, { "epoch": 0.65, "learning_rate": 1.5187690598088058e-05, "loss": 0.1859, "step": 273600 }, { "epoch": 0.65, "eval_accuracy": 0.9385356402318652, "eval_f1": 0.8687952957532927, "eval_loss": 0.17426274716854095, "eval_precision": 0.8738683406030197, "eval_recall": 0.8637808117688823, "eval_runtime": 545.5662, "eval_samples_per_second": 31.07, "eval_steps_per_second": 3.884, "step": 273600 }, { "epoch": 0.66, "learning_rate": 1.517482167672009e-05, "loss": 0.1851, "step": 274000 }, { "epoch": 0.66, "learning_rate": 1.5161941040461897e-05, "loss": 0.182, "step": 274400 }, { "epoch": 0.66, "learning_rate": 1.514904871847298e-05, "loss": 0.1862, "step": 274800 }, { "epoch": 0.66, "learning_rate": 1.5136144739939305e-05, "loss": 0.1845, "step": 275200 }, { "epoch": 0.66, "eval_accuracy": 0.9385176341942157, "eval_f1": 0.8692666808093146, "eval_loss": 0.17514793574810028, "eval_precision": 0.8706627898307612, "eval_recall": 0.8678750419455654, "eval_runtime": 561.3506, "eval_samples_per_second": 30.197, "eval_steps_per_second": 3.775, "step": 275200 }, { "epoch": 0.66, "learning_rate": 1.5123229134073212e-05, "loss": 0.1837, "step": 275600 }, { "epoch": 0.66, "learning_rate": 1.5110301930113382e-05, "loss": 0.1807, "step": 276000 }, { "epoch": 0.66, "learning_rate": 1.5097363157324734e-05, "loss": 0.1868, "step": 276400 }, { "epoch": 0.66, "learning_rate": 1.5084412844998388e-05, "loss": 0.1839, "step": 276800 }, { "epoch": 0.66, "eval_accuracy": 0.9386039131246195, "eval_f1": 0.869252198361808, "eval_loss": 0.17545466125011444, "eval_precision": 0.872514411732351, "eval_recall": 0.8660142880744256, "eval_runtime": 604.8369, "eval_samples_per_second": 28.026, "eval_steps_per_second": 3.503, "step": 276800 }, { "epoch": 0.66, "learning_rate": 1.5071451022451578e-05, "loss": 0.1804, "step": 277200 }, { "epoch": 0.66, "learning_rate": 1.5058477719027607e-05, "loss": 0.1873, "step": 277600 }, { "epoch": 0.66, "learning_rate": 1.504549296409576e-05, "loss": 0.1841, "step": 278000 }, { "epoch": 0.67, "learning_rate": 1.5032496787051245e-05, "loss": 0.1833, "step": 278400 }, { "epoch": 0.67, "eval_accuracy": 0.938784348626899, "eval_f1": 0.8692810532908997, "eval_loss": 0.17319637537002563, "eval_precision": 0.8770962172215553, "eval_recall": 0.8616039298207102, "eval_runtime": 618.6793, "eval_samples_per_second": 27.399, "eval_steps_per_second": 3.425, "step": 278400 }, { "epoch": 0.67, "learning_rate": 1.5019489217315138e-05, "loss": 0.1829, "step": 278800 }, { "epoch": 0.67, "learning_rate": 1.5006470284334294e-05, "loss": 0.1816, "step": 279200 }, { "epoch": 0.67, "learning_rate": 1.4993440017581304e-05, "loss": 0.1823, "step": 279600 }, { "epoch": 0.67, "learning_rate": 1.4980398446554402e-05, "loss": 0.1834, "step": 280000 }, { "epoch": 0.67, "eval_accuracy": 0.9387138249794384, "eval_f1": 0.8692215390091689, "eval_loss": 0.1743682324886322, "eval_precision": 0.872991133337831, "eval_recall": 0.8654843590917691, "eval_runtime": 619.0907, "eval_samples_per_second": 27.38, "eval_steps_per_second": 3.423, "step": 280000 }, { "epoch": 0.67, "learning_rate": 1.496734560077743e-05, "loss": 0.1822, "step": 280400 }, { "epoch": 0.67, "learning_rate": 1.4954281509799742e-05, "loss": 0.1858, "step": 280800 }, { "epoch": 0.67, "learning_rate": 1.4941206203196148e-05, "loss": 0.1871, "step": 281200 }, { "epoch": 0.67, "learning_rate": 1.492811971056686e-05, "loss": 0.1823, "step": 281600 }, { "epoch": 0.67, "eval_accuracy": 0.9384544254995503, "eval_f1": 0.869219087148335, "eval_loss": 0.17768624424934387, "eval_precision": 0.8707284207482976, "eval_recall": 0.8677149770964351, "eval_runtime": 560.6694, "eval_samples_per_second": 30.234, "eval_steps_per_second": 3.779, "step": 281600 }, { "epoch": 0.67, "learning_rate": 1.4915022061537402e-05, "loss": 0.1835, "step": 282000 }, { "epoch": 0.68, "learning_rate": 1.4901913285758558e-05, "loss": 0.1881, "step": 282400 }, { "epoch": 0.68, "learning_rate": 1.4888793412906303e-05, "loss": 0.1833, "step": 282800 }, { "epoch": 0.68, "learning_rate": 1.4875662472681729e-05, "loss": 0.1844, "step": 283200 }, { "epoch": 0.68, "eval_accuracy": 0.93876896846974, "eval_f1": 0.8693240819341063, "eval_loss": 0.17536406219005585, "eval_precision": 0.8761287048692236, "eval_recall": 0.8626243432339159, "eval_runtime": 559.7176, "eval_samples_per_second": 30.285, "eval_steps_per_second": 3.786, "step": 283200 }, { "epoch": 0.68, "learning_rate": 1.4862520494810993e-05, "loss": 0.183, "step": 283600 }, { "epoch": 0.68, "learning_rate": 1.4849367509045223e-05, "loss": 0.1838, "step": 284000 }, { "epoch": 0.68, "learning_rate": 1.483620354516048e-05, "loss": 0.1824, "step": 284400 }, { "epoch": 0.68, "learning_rate": 1.4823028632957672e-05, "loss": 0.1839, "step": 284800 }, { "epoch": 0.68, "eval_accuracy": 0.9385120073074503, "eval_f1": 0.8684139374948006, "eval_loss": 0.17582936584949493, "eval_precision": 0.8777255169876764, "eval_recall": 0.859297852672883, "eval_runtime": 551.0927, "eval_samples_per_second": 30.759, "eval_steps_per_second": 3.845, "step": 284800 }, { "epoch": 0.68, "learning_rate": 1.4809842802262497e-05, "loss": 0.1845, "step": 285200 }, { "epoch": 0.68, "learning_rate": 1.4796646082925363e-05, "loss": 0.1819, "step": 285600 }, { "epoch": 0.68, "learning_rate": 1.478343850482133e-05, "loss": 0.1811, "step": 286000 }, { "epoch": 0.69, "learning_rate": 1.4770220097850052e-05, "loss": 0.1836, "step": 286400 }, { "epoch": 0.69, "eval_accuracy": 0.9387203896806648, "eval_f1": 0.8693283022641248, "eval_loss": 0.17578087747097015, "eval_precision": 0.8739339668967908, "eval_recall": 0.8647709271927884, "eval_runtime": 557.1714, "eval_samples_per_second": 30.423, "eval_steps_per_second": 3.803, "step": 286400 }, { "epoch": 0.69, "learning_rate": 1.4756990891935679e-05, "loss": 0.1867, "step": 286800 }, { "epoch": 0.69, "learning_rate": 1.4743750917026818e-05, "loss": 0.184, "step": 287200 }, { "epoch": 0.69, "learning_rate": 1.4730500203096458e-05, "loss": 0.1798, "step": 287600 }, { "epoch": 0.69, "learning_rate": 1.471723878014189e-05, "loss": 0.1832, "step": 288000 }, { "epoch": 0.69, "eval_accuracy": 0.9385549592097601, "eval_f1": 0.8692415066070271, "eval_loss": 0.17377515137195587, "eval_precision": 0.8749265219015407, "eval_recall": 0.8636298934825595, "eval_runtime": 577.6247, "eval_samples_per_second": 29.346, "eval_steps_per_second": 3.668, "step": 288000 }, { "epoch": 0.69, "learning_rate": 1.470396667818466e-05, "loss": 0.1825, "step": 288400 }, { "epoch": 0.69, "learning_rate": 1.469068392727048e-05, "loss": 0.1836, "step": 288800 }, { "epoch": 0.69, "learning_rate": 1.467739055746917e-05, "loss": 0.1827, "step": 289200 }, { "epoch": 0.69, "learning_rate": 1.4664086598874594e-05, "loss": 0.1858, "step": 289600 }, { "epoch": 0.69, "eval_accuracy": 0.9387108239731635, "eval_f1": 0.8691714958668679, "eval_loss": 0.1739749312400818, "eval_precision": 0.8744400690142785, "eval_recall": 0.8639660296657331, "eval_runtime": 582.35, "eval_samples_per_second": 29.108, "eval_steps_per_second": 3.639, "step": 289600 }, { "epoch": 0.69, "learning_rate": 1.4650772081604583e-05, "loss": 0.1877, "step": 290000 }, { "epoch": 0.69, "learning_rate": 1.4637447035800878e-05, "loss": 0.1854, "step": 290400 }, { "epoch": 0.7, "learning_rate": 1.4624111491629045e-05, "loss": 0.1838, "step": 290800 }, { "epoch": 0.7, "learning_rate": 1.4610765479278421e-05, "loss": 0.1798, "step": 291200 }, { "epoch": 0.7, "eval_accuracy": 0.938752462935228, "eval_f1": 0.8692557733778254, "eval_loss": 0.17498846352100372, "eval_precision": 0.875637116229374, "eval_recall": 0.8629667676790197, "eval_runtime": 596.7225, "eval_samples_per_second": 28.407, "eval_steps_per_second": 3.551, "step": 291200 }, { "epoch": 0.7, "learning_rate": 1.4597409028962043e-05, "loss": 0.1837, "step": 291600 }, { "epoch": 0.7, "learning_rate": 1.4584042170916578e-05, "loss": 0.1831, "step": 292000 }, { "epoch": 0.7, "learning_rate": 1.4570664935402245e-05, "loss": 0.1814, "step": 292400 }, { "epoch": 0.7, "learning_rate": 1.4557277352702772e-05, "loss": 0.1832, "step": 292800 }, { "epoch": 0.7, "eval_accuracy": 0.9384574265058252, "eval_f1": 0.8689321028534405, "eval_loss": 0.17471010982990265, "eval_precision": 0.8715587202283902, "eval_recall": 0.8663212695886505, "eval_runtime": 564.6829, "eval_samples_per_second": 30.019, "eval_steps_per_second": 3.753, "step": 292800 }, { "epoch": 0.7, "learning_rate": 1.4543879453125294e-05, "loss": 0.1842, "step": 293200 }, { "epoch": 0.7, "learning_rate": 1.453047126700032e-05, "loss": 0.1826, "step": 293600 }, { "epoch": 0.7, "learning_rate": 1.4517052824681624e-05, "loss": 0.1827, "step": 294000 }, { "epoch": 0.7, "learning_rate": 1.4503624156546217e-05, "loss": 0.1868, "step": 294400 }, { "epoch": 0.7, "eval_accuracy": 0.939146532571703, "eval_f1": 0.8701281629970424, "eval_loss": 0.17378772795200348, "eval_precision": 0.877606878758223, "eval_recall": 0.8627758331804143, "eval_runtime": 612.6148, "eval_samples_per_second": 27.67, "eval_steps_per_second": 3.459, "step": 294400 }, { "epoch": 0.71, "learning_rate": 1.4490185292994253e-05, "loss": 0.1817, "step": 294800 }, { "epoch": 0.71, "learning_rate": 1.4476736264448961e-05, "loss": 0.1819, "step": 295200 }, { "epoch": 0.71, "learning_rate": 1.4463277101356592e-05, "loss": 0.1811, "step": 295600 }, { "epoch": 0.71, "learning_rate": 1.444980783418633e-05, "loss": 0.1823, "step": 296000 }, { "epoch": 0.71, "eval_accuracy": 0.9389529676669708, "eval_f1": 0.8698042419987801, "eval_loss": 0.17476864159107208, "eval_precision": 0.875563373877524, "eval_recall": 0.8641203779131088, "eval_runtime": 604.1888, "eval_samples_per_second": 28.056, "eval_steps_per_second": 3.507, "step": 296000 }, { "epoch": 0.71, "learning_rate": 1.4436328493430242e-05, "loss": 0.1858, "step": 296400 }, { "epoch": 0.71, "learning_rate": 1.4422839109603196e-05, "loss": 0.1872, "step": 296800 }, { "epoch": 0.71, "learning_rate": 1.440933971324279e-05, "loss": 0.1825, "step": 297200 }, { "epoch": 0.71, "learning_rate": 1.43958303349093e-05, "loss": 0.1851, "step": 297600 }, { "epoch": 0.71, "eval_accuracy": 0.9387669052779261, "eval_f1": 0.8692277440556693, "eval_loss": 0.17473439872264862, "eval_precision": 0.8749221043072554, "eval_recall": 0.8636070270755409, "eval_runtime": 607.4986, "eval_samples_per_second": 27.903, "eval_steps_per_second": 3.488, "step": 297600 }, { "epoch": 0.71, "learning_rate": 1.4382311005185584e-05, "loss": 0.1873, "step": 298000 }, { "epoch": 0.71, "learning_rate": 1.4368781754677049e-05, "loss": 0.1865, "step": 298400 }, { "epoch": 0.71, "learning_rate": 1.435524261401154e-05, "loss": 0.1839, "step": 298800 }, { "epoch": 0.72, "learning_rate": 1.4341693613839304e-05, "loss": 0.1828, "step": 299200 }, { "epoch": 0.72, "eval_accuracy": 0.9390154261100675, "eval_f1": 0.8700955369181682, "eval_loss": 0.1748456209897995, "eval_precision": 0.8727505924034324, "eval_recall": 0.8674565866971248, "eval_runtime": 602.322, "eval_samples_per_second": 28.143, "eval_steps_per_second": 3.518, "step": 299200 }, { "epoch": 0.72, "learning_rate": 1.4328134784832908e-05, "loss": 0.185, "step": 299600 }, { "epoch": 0.72, "learning_rate": 1.4314566157687164e-05, "loss": 0.1826, "step": 300000 }, { "epoch": 0.72, "learning_rate": 1.4300987763119067e-05, "loss": 0.1819, "step": 300400 }, { "epoch": 0.72, "learning_rate": 1.428739963186773e-05, "loss": 0.1825, "step": 300800 }, { "epoch": 0.72, "eval_accuracy": 0.9388166094443543, "eval_f1": 0.8697936517670821, "eval_loss": 0.17547725141048431, "eval_precision": 0.8720537946624818, "eval_recall": 0.8675451940243218, "eval_runtime": 600.8049, "eval_samples_per_second": 28.214, "eval_steps_per_second": 3.527, "step": 300800 }, { "epoch": 0.72, "learning_rate": 1.4273801794694295e-05, "loss": 0.1824, "step": 301200 }, { "epoch": 0.72, "learning_rate": 1.4260194282381892e-05, "loss": 0.1842, "step": 301600 }, { "epoch": 0.72, "learning_rate": 1.4246577125735543e-05, "loss": 0.1882, "step": 302000 }, { "epoch": 0.72, "learning_rate": 1.4232950355582108e-05, "loss": 0.184, "step": 302400 }, { "epoch": 0.72, "eval_accuracy": 0.9390565023834555, "eval_f1": 0.8700368872239204, "eval_loss": 0.17385759949684143, "eval_precision": 0.8744840721441405, "eval_recall": 0.8656347057179166, "eval_runtime": 563.4453, "eval_samples_per_second": 30.085, "eval_steps_per_second": 3.761, "step": 302400 }, { "epoch": 0.72, "learning_rate": 1.4219314002770204e-05, "loss": 0.1828, "step": 302800 }, { "epoch": 0.73, "learning_rate": 1.4205668098170154e-05, "loss": 0.1856, "step": 303200 }, { "epoch": 0.73, "learning_rate": 1.419201267267389e-05, "loss": 0.1851, "step": 303600 }, { "epoch": 0.73, "learning_rate": 1.4178347757194906e-05, "loss": 0.1887, "step": 304000 }, { "epoch": 0.73, "eval_accuracy": 0.9391493460150857, "eval_f1": 0.870106505634811, "eval_loss": 0.17325620353221893, "eval_precision": 0.8757328642230235, "eval_recall": 0.8645519813455852, "eval_runtime": 551.7947, "eval_samples_per_second": 30.72, "eval_steps_per_second": 3.84, "step": 304000 }, { "epoch": 0.73, "learning_rate": 1.4164673382668182e-05, "loss": 0.1856, "step": 304400 }, { "epoch": 0.73, "learning_rate": 1.4150989580050102e-05, "loss": 0.1832, "step": 304800 }, { "epoch": 0.73, "learning_rate": 1.4137296380318403e-05, "loss": 0.1802, "step": 305200 }, { "epoch": 0.73, "learning_rate": 1.4123593814472092e-05, "loss": 0.1847, "step": 305600 }, { "epoch": 0.73, "eval_accuracy": 0.9392256841122039, "eval_f1": 0.8701730320570634, "eval_loss": 0.1737605631351471, "eval_precision": 0.8781310576469697, "eval_recall": 0.8623579495921491, "eval_runtime": 549.6988, "eval_samples_per_second": 30.837, "eval_steps_per_second": 3.855, "step": 305600 }, { "epoch": 0.73, "learning_rate": 1.4109881913531378e-05, "loss": 0.1835, "step": 306000 }, { "epoch": 0.73, "learning_rate": 1.4096160708537603e-05, "loss": 0.1814, "step": 306400 }, { "epoch": 0.73, "learning_rate": 1.408243023055317e-05, "loss": 0.1834, "step": 306800 }, { "epoch": 0.73, "learning_rate": 1.4068690510661484e-05, "loss": 0.1776, "step": 307200 }, { "epoch": 0.73, "eval_accuracy": 0.9390709447261535, "eval_f1": 0.8698915645399712, "eval_loss": 0.1729295551776886, "eval_precision": 0.8768345562740518, "eval_recall": 0.8630576616469187, "eval_runtime": 532.8968, "eval_samples_per_second": 31.809, "eval_steps_per_second": 3.976, "step": 307200 }, { "epoch": 0.74, "learning_rate": 1.4054941579966863e-05, "loss": 0.1848, "step": 307600 }, { "epoch": 0.74, "learning_rate": 1.4041183469594472e-05, "loss": 0.1832, "step": 308000 }, { "epoch": 0.74, "learning_rate": 1.4027416210690275e-05, "loss": 0.1777, "step": 308400 }, { "epoch": 0.74, "learning_rate": 1.4013639834420927e-05, "loss": 0.1863, "step": 308800 }, { "epoch": 0.74, "eval_accuracy": 0.9390154261100675, "eval_f1": 0.8698607963742311, "eval_loss": 0.17361733317375183, "eval_precision": 0.8749846002395711, "eval_recall": 0.8647966519006843, "eval_runtime": 548.7029, "eval_samples_per_second": 30.893, "eval_steps_per_second": 3.862, "step": 308800 }, { "epoch": 0.74, "learning_rate": 1.3999854371973735e-05, "loss": 0.1826, "step": 309200 }, { "epoch": 0.74, "learning_rate": 1.3986059854556573e-05, "loss": 0.1822, "step": 309600 }, { "epoch": 0.74, "learning_rate": 1.3972256313397811e-05, "loss": 0.1836, "step": 310000 }, { "epoch": 0.74, "learning_rate": 1.3958443779746254e-05, "loss": 0.1843, "step": 310400 }, { "epoch": 0.74, "eval_accuracy": 0.9391253379648864, "eval_f1": 0.8698062571822835, "eval_loss": 0.1738242655992508, "eval_precision": 0.8778375067609936, "eval_recall": 0.861920629557918, "eval_runtime": 555.0987, "eval_samples_per_second": 30.537, "eval_steps_per_second": 3.817, "step": 310400 }, { "epoch": 0.74, "learning_rate": 1.3944622284871052e-05, "loss": 0.1822, "step": 310800 }, { "epoch": 0.74, "learning_rate": 1.3930791860061657e-05, "loss": 0.1831, "step": 311200 }, { "epoch": 0.75, "learning_rate": 1.3916952536627726e-05, "loss": 0.1817, "step": 311600 }, { "epoch": 0.75, "learning_rate": 1.3903104345899062e-05, "loss": 0.1764, "step": 312000 }, { "epoch": 0.75, "eval_accuracy": 0.9390373709684529, "eval_f1": 0.8693857874808684, "eval_loss": 0.1739407181739807, "eval_precision": 0.8786256146074277, "eval_recall": 0.8603382741922299, "eval_runtime": 550.6316, "eval_samples_per_second": 30.785, "eval_steps_per_second": 3.848, "step": 312000 }, { "epoch": 0.75, "learning_rate": 1.3889247319225548e-05, "loss": 0.1785, "step": 312400 }, { "epoch": 0.75, "learning_rate": 1.3875381487977062e-05, "loss": 0.1829, "step": 312800 }, { "epoch": 0.75, "learning_rate": 1.3861506883543422e-05, "loss": 0.1796, "step": 313200 }, { "epoch": 0.75, "learning_rate": 1.3847623537334306e-05, "loss": 0.1828, "step": 313600 }, { "epoch": 0.75, "eval_accuracy": 0.9393299690802572, "eval_f1": 0.8706478942209294, "eval_loss": 0.1723974198102951, "eval_precision": 0.8753774942357367, "eval_recall": 0.8659691269205638, "eval_runtime": 548.8692, "eval_samples_per_second": 30.883, "eval_steps_per_second": 3.861, "step": 313600 }, { "epoch": 0.75, "learning_rate": 1.3833731480779171e-05, "loss": 0.18, "step": 314000 }, { "epoch": 0.75, "learning_rate": 1.3819830745327207e-05, "loss": 0.1851, "step": 314400 }, { "epoch": 0.75, "learning_rate": 1.3805921362447241e-05, "loss": 0.1823, "step": 314800 }, { "epoch": 0.75, "learning_rate": 1.3792003363627684e-05, "loss": 0.1816, "step": 315200 }, { "epoch": 0.75, "eval_accuracy": 0.9393211536243247, "eval_f1": 0.8700548316726608, "eval_loss": 0.17294801771640778, "eval_precision": 0.8798546604916081, "eval_recall": 0.8604708993529379, "eval_runtime": 524.8981, "eval_samples_per_second": 32.294, "eval_steps_per_second": 4.037, "step": 315200 }, { "epoch": 0.75, "learning_rate": 1.3778076780376444e-05, "loss": 0.1824, "step": 315600 }, { "epoch": 0.76, "learning_rate": 1.3764141644220872e-05, "loss": 0.1799, "step": 316000 }, { "epoch": 0.76, "learning_rate": 1.3750197986707673e-05, "loss": 0.1819, "step": 316400 }, { "epoch": 0.76, "learning_rate": 1.3736245839402846e-05, "loss": 0.1822, "step": 316800 }, { "epoch": 0.76, "eval_accuracy": 0.9392564444265218, "eval_f1": 0.8702477067806627, "eval_loss": 0.17339299619197845, "eval_precision": 0.8751859468416066, "eval_recall": 0.8653648821150969, "eval_runtime": 544.0862, "eval_samples_per_second": 31.155, "eval_steps_per_second": 3.895, "step": 316800 }, { "epoch": 0.76, "learning_rate": 1.3722285233891617e-05, "loss": 0.1829, "step": 317200 }, { "epoch": 0.76, "learning_rate": 1.3708316201778341e-05, "loss": 0.1825, "step": 317600 }, { "epoch": 0.76, "learning_rate": 1.3694338774686468e-05, "loss": 0.1832, "step": 318000 }, { "epoch": 0.76, "learning_rate": 1.3680352984258447e-05, "loss": 0.183, "step": 318400 }, { "epoch": 0.76, "eval_accuracy": 0.9390264923207063, "eval_f1": 0.870117026206737, "eval_loss": 0.172457754611969, "eval_precision": 0.8713868822382754, "eval_recall": 0.8688508658650848, "eval_runtime": 534.1333, "eval_samples_per_second": 31.736, "eval_steps_per_second": 3.967, "step": 318400 }, { "epoch": 0.76, "learning_rate": 1.3666358862155655e-05, "loss": 0.1806, "step": 318800 }, { "epoch": 0.76, "learning_rate": 1.3652356440058334e-05, "loss": 0.1842, "step": 319200 }, { "epoch": 0.76, "learning_rate": 1.3638345749665517e-05, "loss": 0.1867, "step": 319600 }, { "epoch": 0.77, "learning_rate": 1.3624326822694954e-05, "loss": 0.1817, "step": 320000 }, { "epoch": 0.77, "eval_accuracy": 0.9393843623189901, "eval_f1": 0.8704399780476945, "eval_loss": 0.17297545075416565, "eval_precision": 0.8759715099022368, "eval_recall": 0.8649778681763068, "eval_runtime": 525.7603, "eval_samples_per_second": 32.241, "eval_steps_per_second": 4.03, "step": 320000 }, { "epoch": 0.77, "learning_rate": 1.3610299690883041e-05, "loss": 0.1838, "step": 320400 }, { "epoch": 0.77, "learning_rate": 1.3596264385984749e-05, "loss": 0.1831, "step": 320800 }, { "epoch": 0.77, "learning_rate": 1.3582220939773555e-05, "loss": 0.1851, "step": 321200 }, { "epoch": 0.77, "learning_rate": 1.3568169384041352e-05, "loss": 0.1813, "step": 321600 }, { "epoch": 0.77, "eval_accuracy": 0.9393303442060416, "eval_f1": 0.8706009969384383, "eval_loss": 0.17410622537136078, "eval_precision": 0.874548043000233, "eval_recall": 0.8666894187416502, "eval_runtime": 535.4685, "eval_samples_per_second": 31.656, "eval_steps_per_second": 3.957, "step": 321600 }, { "epoch": 0.77, "learning_rate": 1.355410975059841e-05, "loss": 0.1855, "step": 322000 }, { "epoch": 0.77, "learning_rate": 1.3540042071273276e-05, "loss": 0.18, "step": 322400 }, { "epoch": 0.77, "learning_rate": 1.3525966377912712e-05, "loss": 0.1825, "step": 322800 }, { "epoch": 0.77, "learning_rate": 1.3511882702381622e-05, "loss": 0.1807, "step": 323200 }, { "epoch": 0.77, "eval_accuracy": 0.9395974337645092, "eval_f1": 0.8711333905658395, "eval_loss": 0.1726941466331482, "eval_precision": 0.8765628671674324, "eval_recall": 0.8657707608396773, "eval_runtime": 548.9419, "eval_samples_per_second": 30.879, "eval_steps_per_second": 3.86, "step": 323200 }, { "epoch": 0.77, "learning_rate": 1.3497791076562985e-05, "loss": 0.1849, "step": 323600 }, { "epoch": 0.77, "learning_rate": 1.348369153235777e-05, "loss": 0.1803, "step": 324000 }, { "epoch": 0.78, "learning_rate": 1.3469584101684882e-05, "loss": 0.177, "step": 324400 }, { "epoch": 0.78, "learning_rate": 1.3455468816481068e-05, "loss": 0.1812, "step": 324800 }, { "epoch": 0.78, "eval_accuracy": 0.9394183112024751, "eval_f1": 0.8704002592548384, "eval_loss": 0.17248520255088806, "eval_precision": 0.8780404523035452, "eval_recall": 0.8628918801960337, "eval_runtime": 542.8504, "eval_samples_per_second": 31.226, "eval_steps_per_second": 3.903, "step": 324800 }, { "epoch": 0.78, "learning_rate": 1.3441345708700869e-05, "loss": 0.1794, "step": 325200 }, { "epoch": 0.78, "learning_rate": 1.3427214810316523e-05, "loss": 0.1833, "step": 325600 }, { "epoch": 0.78, "learning_rate": 1.341307615331791e-05, "loss": 0.1813, "step": 326000 }, { "epoch": 0.78, "learning_rate": 1.3398929769712477e-05, "loss": 0.1816, "step": 326400 }, { "epoch": 0.78, "eval_accuracy": 0.9395171568466552, "eval_f1": 0.8708799031361509, "eval_loss": 0.17236380279064178, "eval_precision": 0.8754663333059898, "eval_recall": 0.8663412776947917, "eval_runtime": 538.2723, "eval_samples_per_second": 31.491, "eval_steps_per_second": 3.937, "step": 326400 }, { "epoch": 0.78, "learning_rate": 1.3384775691525156e-05, "loss": 0.1808, "step": 326800 }, { "epoch": 0.78, "learning_rate": 1.3370613950798306e-05, "loss": 0.1815, "step": 327200 }, { "epoch": 0.78, "learning_rate": 1.3356444579591623e-05, "loss": 0.1824, "step": 327600 }, { "epoch": 0.78, "learning_rate": 1.3342267609982089e-05, "loss": 0.1801, "step": 328000 }, { "epoch": 0.78, "eval_accuracy": 0.9393738587970278, "eval_f1": 0.870637096744065, "eval_loss": 0.17385226488113403, "eval_precision": 0.8753854564451554, "eval_recall": 0.8659399722516151, "eval_runtime": 543.1501, "eval_samples_per_second": 31.209, "eval_steps_per_second": 3.901, "step": 328000 }, { "epoch": 0.79, "learning_rate": 1.3328083074063875e-05, "loss": 0.1863, "step": 328400 }, { "epoch": 0.79, "learning_rate": 1.3313891003948292e-05, "loss": 0.1801, "step": 328800 }, { "epoch": 0.79, "learning_rate": 1.3299691431763697e-05, "loss": 0.1813, "step": 329200 }, { "epoch": 0.79, "learning_rate": 1.3285484389655437e-05, "loss": 0.1827, "step": 329600 }, { "epoch": 0.79, "eval_accuracy": 0.9397857469082602, "eval_f1": 0.8713272875455851, "eval_loss": 0.17110231518745422, "eval_precision": 0.8773277698091885, "eval_recall": 0.8654083282884323, "eval_runtime": 529.0966, "eval_samples_per_second": 32.038, "eval_steps_per_second": 4.005, "step": 329600 }, { "epoch": 0.79, "learning_rate": 1.3271269909785769e-05, "loss": 0.1763, "step": 330000 }, { "epoch": 0.79, "learning_rate": 1.325704802433379e-05, "loss": 0.1786, "step": 330400 }, { "epoch": 0.79, "learning_rate": 1.3242818765495349e-05, "loss": 0.1785, "step": 330800 }, { "epoch": 0.79, "learning_rate": 1.3228582165483006e-05, "loss": 0.1806, "step": 331200 }, { "epoch": 0.79, "eval_accuracy": 0.9397744931347293, "eval_f1": 0.8715061671049601, "eval_loss": 0.17200496792793274, "eval_precision": 0.8764334590560849, "eval_recall": 0.8666339677046301, "eval_runtime": 527.1524, "eval_samples_per_second": 32.156, "eval_steps_per_second": 4.02, "step": 331200 }, { "epoch": 0.79, "learning_rate": 1.3214338256525924e-05, "loss": 0.1747, "step": 331600 }, { "epoch": 0.79, "learning_rate": 1.3200087070869824e-05, "loss": 0.1836, "step": 332000 }, { "epoch": 0.8, "learning_rate": 1.3185828640776892e-05, "loss": 0.1848, "step": 332400 }, { "epoch": 0.8, "learning_rate": 1.317156299852572e-05, "loss": 0.1807, "step": 332800 }, { "epoch": 0.8, "eval_accuracy": 0.9397041570501609, "eval_f1": 0.8711431708313623, "eval_loss": 0.1722223460674286, "eval_precision": 0.8776170872416562, "eval_recall": 0.8647640672706828, "eval_runtime": 541.5718, "eval_samples_per_second": 31.3, "eval_steps_per_second": 3.913, "step": 332800 }, { "epoch": 0.8, "learning_rate": 1.3157290176411221e-05, "loss": 0.1763, "step": 333200 }, { "epoch": 0.8, "learning_rate": 1.3143010206744564e-05, "loss": 0.1822, "step": 333600 }, { "epoch": 0.8, "learning_rate": 1.312872312185311e-05, "loss": 0.1828, "step": 334000 }, { "epoch": 0.8, "learning_rate": 1.3114428954080305e-05, "loss": 0.1822, "step": 334400 }, { "epoch": 0.8, "eval_accuracy": 0.9397529234021282, "eval_f1": 0.8713556448343224, "eval_loss": 0.1710449457168579, "eval_precision": 0.877881166966545, "eval_recall": 0.864926418760515, "eval_runtime": 543.6597, "eval_samples_per_second": 31.179, "eval_steps_per_second": 3.898, "step": 334400 }, { "epoch": 0.8, "learning_rate": 1.3100127735785648e-05, "loss": 0.1754, "step": 334800 }, { "epoch": 0.8, "learning_rate": 1.3085819499344594e-05, "loss": 0.1791, "step": 335200 }, { "epoch": 0.8, "learning_rate": 1.3071504277148485e-05, "loss": 0.1802, "step": 335600 }, { "epoch": 0.8, "learning_rate": 1.305718210160448e-05, "loss": 0.1818, "step": 336000 }, { "epoch": 0.8, "eval_accuracy": 0.9396105631669619, "eval_f1": 0.8714104520644, "eval_loss": 0.17099149525165558, "eval_precision": 0.8750631215600191, "eval_recall": 0.8677881495988946, "eval_runtime": 557.871, "eval_samples_per_second": 30.385, "eval_steps_per_second": 3.798, "step": 336000 }, { "epoch": 0.8, "learning_rate": 1.3042853005135467e-05, "loss": 0.1773, "step": 336400 }, { "epoch": 0.81, "learning_rate": 1.302851702018002e-05, "loss": 0.1779, "step": 336800 }, { "epoch": 0.81, "learning_rate": 1.3014174179192299e-05, "loss": 0.1803, "step": 337200 }, { "epoch": 0.81, "learning_rate": 1.2999824514641982e-05, "loss": 0.1755, "step": 337600 }, { "epoch": 0.81, "eval_accuracy": 0.9392907684357912, "eval_f1": 0.8707195476790487, "eval_loss": 0.17353902757167816, "eval_precision": 0.8714702109627323, "eval_recall": 0.8699701764886459, "eval_runtime": 580.4555, "eval_samples_per_second": 29.203, "eval_steps_per_second": 3.651, "step": 337600 }, { "epoch": 0.81, "learning_rate": 1.2985468059014195e-05, "loss": 0.1817, "step": 338000 }, { "epoch": 0.81, "learning_rate": 1.2971104844809446e-05, "loss": 0.181, "step": 338400 }, { "epoch": 0.81, "learning_rate": 1.295673490454353e-05, "loss": 0.1783, "step": 338800 }, { "epoch": 0.81, "learning_rate": 1.2942358270747483e-05, "loss": 0.1848, "step": 339200 }, { "epoch": 0.81, "eval_accuracy": 0.9399232305082298, "eval_f1": 0.8716477972657062, "eval_loss": 0.1710236817598343, "eval_precision": 0.8773480387813335, "eval_recall": 0.8660211479965312, "eval_runtime": 563.8654, "eval_samples_per_second": 30.062, "eval_steps_per_second": 3.758, "step": 339200 }, { "epoch": 0.81, "learning_rate": 1.2927974975967484e-05, "loss": 0.1823, "step": 339600 }, { "epoch": 0.81, "learning_rate": 1.2913585052764793e-05, "loss": 0.181, "step": 340000 }, { "epoch": 0.81, "learning_rate": 1.2899188533715672e-05, "loss": 0.185, "step": 340400 }, { "epoch": 0.82, "learning_rate": 1.2884785451411328e-05, "loss": 0.1814, "step": 340800 }, { "epoch": 0.82, "eval_accuracy": 0.9397538612165892, "eval_f1": 0.8711334640067796, "eval_loss": 0.1717814952135086, "eval_precision": 0.8776545006405615, "eval_recall": 0.8647086162336627, "eval_runtime": 560.4441, "eval_samples_per_second": 30.246, "eval_steps_per_second": 3.781, "step": 340800 }, { "epoch": 0.82, "learning_rate": 1.2870375838457814e-05, "loss": 0.1809, "step": 341200 }, { "epoch": 0.82, "learning_rate": 1.2855959727475968e-05, "loss": 0.1768, "step": 341600 }, { "epoch": 0.82, "learning_rate": 1.2841537151101347e-05, "loss": 0.1819, "step": 342000 }, { "epoch": 0.82, "learning_rate": 1.2827108141984135e-05, "loss": 0.1826, "step": 342400 }, { "epoch": 0.82, "eval_accuracy": 0.9397939996755162, "eval_f1": 0.8714485471548011, "eval_loss": 0.17301397025585175, "eval_precision": 0.8759606598735562, "eval_recall": 0.8669826804116639, "eval_runtime": 558.6928, "eval_samples_per_second": 30.34, "eval_steps_per_second": 3.793, "step": 342400 }, { "epoch": 0.82, "learning_rate": 1.2812672732789082e-05, "loss": 0.182, "step": 342800 }, { "epoch": 0.82, "learning_rate": 1.2798230956195427e-05, "loss": 0.1796, "step": 343200 }, { "epoch": 0.82, "learning_rate": 1.2783782844896825e-05, "loss": 0.1787, "step": 343600 }, { "epoch": 0.82, "learning_rate": 1.2769328431601274e-05, "loss": 0.1796, "step": 344000 }, { "epoch": 0.82, "eval_accuracy": 0.9397893106032117, "eval_f1": 0.8716993505489452, "eval_loss": 0.17165547609329224, "eval_precision": 0.8748905892975603, "eval_recall": 0.8685313078269996, "eval_runtime": 547.1787, "eval_samples_per_second": 30.979, "eval_steps_per_second": 3.873, "step": 344000 }, { "epoch": 0.82, "learning_rate": 1.2754867749031025e-05, "loss": 0.1819, "step": 344400 }, { "epoch": 0.82, "learning_rate": 1.2740400829922539e-05, "loss": 0.1804, "step": 344800 }, { "epoch": 0.83, "learning_rate": 1.2725927707026387e-05, "loss": 0.1793, "step": 345200 }, { "epoch": 0.83, "learning_rate": 1.2711448413107182e-05, "loss": 0.1743, "step": 345600 }, { "epoch": 0.83, "eval_accuracy": 0.9396739594245196, "eval_f1": 0.8712117684995025, "eval_loss": 0.1720981001853943, "eval_precision": 0.8760093282126417, "eval_recall": 0.8664664712732187, "eval_runtime": 550.0817, "eval_samples_per_second": 30.815, "eval_steps_per_second": 3.852, "step": 345600 }, { "epoch": 0.83, "learning_rate": 1.2696962980943513e-05, "loss": 0.1828, "step": 346000 }, { "epoch": 0.83, "learning_rate": 1.268247144332786e-05, "loss": 0.1784, "step": 346400 }, { "epoch": 0.83, "learning_rate": 1.2667973833066532e-05, "loss": 0.1783, "step": 346800 }, { "epoch": 0.83, "learning_rate": 1.2653470182979575e-05, "loss": 0.1792, "step": 347200 }, { "epoch": 0.83, "eval_accuracy": 0.9398316998168449, "eval_f1": 0.8713998637288572, "eval_loss": 0.17189179360866547, "eval_precision": 0.8772452644147352, "eval_recall": 0.8656318474170392, "eval_runtime": 561.5837, "eval_samples_per_second": 30.184, "eval_steps_per_second": 3.773, "step": 347200 }, { "epoch": 0.83, "learning_rate": 1.2638960525900711e-05, "loss": 0.1786, "step": 347600 }, { "epoch": 0.83, "learning_rate": 1.2624444894677278e-05, "loss": 0.178, "step": 348000 }, { "epoch": 0.83, "learning_rate": 1.2609923322170102e-05, "loss": 0.1785, "step": 348400 }, { "epoch": 0.83, "learning_rate": 1.2595395841253497e-05, "loss": 0.1816, "step": 348800 }, { "epoch": 0.83, "eval_accuracy": 0.9400790952716332, "eval_f1": 0.8719731413674832, "eval_loss": 0.17169509828090668, "eval_precision": 0.8785204913514486, "eval_recall": 0.8655226603235253, "eval_runtime": 553.0508, "eval_samples_per_second": 30.65, "eval_steps_per_second": 3.831, "step": 348800 }, { "epoch": 0.84, "learning_rate": 1.2580862484815126e-05, "loss": 0.179, "step": 349200 }, { "epoch": 0.84, "learning_rate": 1.2566323285755972e-05, "loss": 0.1794, "step": 349600 }, { "epoch": 0.84, "learning_rate": 1.255177827699023e-05, "loss": 0.1824, "step": 350000 }, { "epoch": 0.84, "learning_rate": 1.2537227491445255e-05, "loss": 0.1821, "step": 350400 }, { "epoch": 0.84, "eval_accuracy": 0.9397842464051227, "eval_f1": 0.8716801579070432, "eval_loss": 0.17227433621883392, "eval_precision": 0.8749401026548347, "eval_recall": 0.8684444154803289, "eval_runtime": 547.0914, "eval_samples_per_second": 30.984, "eval_steps_per_second": 3.873, "step": 350400 }, { "epoch": 0.84, "learning_rate": 1.2522670962061481e-05, "loss": 0.1816, "step": 350800 }, { "epoch": 0.84, "learning_rate": 1.2508108721792336e-05, "loss": 0.178, "step": 351200 }, { "epoch": 0.84, "learning_rate": 1.2493540803604185e-05, "loss": 0.1778, "step": 351600 }, { "epoch": 0.84, "learning_rate": 1.2478967240476245e-05, "loss": 0.1803, "step": 352000 }, { "epoch": 0.84, "eval_accuracy": 0.9398776527254294, "eval_f1": 0.8714233910656006, "eval_loss": 0.17196086049079895, "eval_precision": 0.8774644728171191, "eval_recall": 0.8654649226458033, "eval_runtime": 579.9665, "eval_samples_per_second": 29.228, "eval_steps_per_second": 3.654, "step": 352000 }, { "epoch": 0.84, "learning_rate": 1.2464388065400513e-05, "loss": 0.1805, "step": 352400 }, { "epoch": 0.84, "learning_rate": 1.2449803311381684e-05, "loss": 0.178, "step": 352800 }, { "epoch": 0.84, "learning_rate": 1.2435213011437086e-05, "loss": 0.1796, "step": 353200 }, { "epoch": 0.85, "learning_rate": 1.2420617198596611e-05, "loss": 0.1834, "step": 353600 }, { "epoch": 0.85, "eval_accuracy": 0.9399898153349545, "eval_f1": 0.8719287157692764, "eval_loss": 0.17157338559627533, "eval_precision": 0.876770731459196, "eval_recall": 0.867139886959917, "eval_runtime": 567.3199, "eval_samples_per_second": 29.879, "eval_steps_per_second": 3.735, "step": 353600 }, { "epoch": 0.85, "learning_rate": 1.240601590590262e-05, "loss": 0.1786, "step": 354000 }, { "epoch": 0.85, "learning_rate": 1.2391409166409883e-05, "loss": 0.1783, "step": 354400 }, { "epoch": 0.85, "learning_rate": 1.23767970131855e-05, "loss": 0.1765, "step": 354800 }, { "epoch": 0.85, "learning_rate": 1.2362179479308829e-05, "loss": 0.1795, "step": 355200 }, { "epoch": 0.85, "eval_accuracy": 0.9402058877867485, "eval_f1": 0.8723043032769202, "eval_loss": 0.17043296992778778, "eval_precision": 0.8779126422991831, "eval_recall": 0.8667671645255135, "eval_runtime": 568.5227, "eval_samples_per_second": 29.816, "eval_steps_per_second": 3.727, "step": 355200 }, { "epoch": 0.85, "learning_rate": 1.2347556597871404e-05, "loss": 0.1826, "step": 355600 }, { "epoch": 0.85, "learning_rate": 1.2332928401976873e-05, "loss": 0.1817, "step": 356000 }, { "epoch": 0.85, "learning_rate": 1.231829492474091e-05, "loss": 0.181, "step": 356400 }, { "epoch": 0.85, "learning_rate": 1.230365619929114e-05, "loss": 0.1776, "step": 356800 }, { "epoch": 0.85, "eval_accuracy": 0.9400903490451642, "eval_f1": 0.8717324992461586, "eval_loss": 0.17042849957942963, "eval_precision": 0.8818361545570464, "eval_recall": 0.8618577469386168, "eval_runtime": 560.8606, "eval_samples_per_second": 30.223, "eval_steps_per_second": 3.778, "step": 356800 }, { "epoch": 0.85, "learning_rate": 1.228901225876708e-05, "loss": 0.1818, "step": 357200 }, { "epoch": 0.86, "learning_rate": 1.2274363136320042e-05, "loss": 0.1798, "step": 357600 }, { "epoch": 0.86, "learning_rate": 1.2259708865113083e-05, "loss": 0.1833, "step": 358000 }, { "epoch": 0.86, "learning_rate": 1.2245049478320899e-05, "loss": 0.1774, "step": 358400 }, { "epoch": 0.86, "eval_accuracy": 0.9403002319215162, "eval_f1": 0.8727868090715237, "eval_loss": 0.1701146960258484, "eval_precision": 0.8780376894786384, "eval_recall": 0.8675983584206401, "eval_runtime": 553.3462, "eval_samples_per_second": 30.634, "eval_steps_per_second": 3.829, "step": 358400 }, { "epoch": 0.86, "learning_rate": 1.2230385009129776e-05, "loss": 0.1787, "step": 358800 }, { "epoch": 0.86, "learning_rate": 1.221571549073751e-05, "loss": 0.1829, "step": 359200 }, { "epoch": 0.86, "learning_rate": 1.2201040956353313e-05, "loss": 0.1781, "step": 359600 }, { "epoch": 0.86, "learning_rate": 1.2186361439197773e-05, "loss": 0.1803, "step": 360000 }, { "epoch": 0.86, "eval_accuracy": 0.9401349890135036, "eval_f1": 0.8720942584265103, "eval_loss": 0.17127087712287903, "eval_precision": 0.8783684106146904, "eval_recall": 0.8659091026021399, "eval_runtime": 573.0706, "eval_samples_per_second": 29.579, "eval_steps_per_second": 3.698, "step": 360000 }, { "epoch": 0.86, "learning_rate": 1.2171676972502737e-05, "loss": 0.1785, "step": 360400 }, { "epoch": 0.86, "learning_rate": 1.2156987589511275e-05, "loss": 0.18, "step": 360800 }, { "epoch": 0.86, "learning_rate": 1.214229332347757e-05, "loss": 0.179, "step": 361200 }, { "epoch": 0.86, "learning_rate": 1.212759420766687e-05, "loss": 0.1771, "step": 361600 }, { "epoch": 0.86, "eval_accuracy": 0.9400547120956496, "eval_f1": 0.8719494827941502, "eval_loss": 0.172181636095047, "eval_precision": 0.8767911042161105, "eval_recall": 0.8671610383864091, "eval_runtime": 565.297, "eval_samples_per_second": 29.986, "eval_steps_per_second": 3.748, "step": 361600 }, { "epoch": 0.87, "learning_rate": 1.2112890275355402e-05, "loss": 0.179, "step": 362000 }, { "epoch": 0.87, "learning_rate": 1.209818155983029e-05, "loss": 0.1812, "step": 362400 }, { "epoch": 0.87, "learning_rate": 1.2083468094389499e-05, "loss": 0.1748, "step": 362800 }, { "epoch": 0.87, "learning_rate": 1.2068749912341726e-05, "loss": 0.179, "step": 363200 }, { "epoch": 0.87, "eval_accuracy": 0.9399960049103965, "eval_f1": 0.8720186269910609, "eval_loss": 0.17170900106430054, "eval_precision": 0.8753633406951947, "eval_recall": 0.8686993759185865, "eval_runtime": 592.7422, "eval_samples_per_second": 28.598, "eval_steps_per_second": 3.575, "step": 363200 }, { "epoch": 0.87, "learning_rate": 1.2054027047006372e-05, "loss": 0.1836, "step": 363600 }, { "epoch": 0.87, "learning_rate": 1.2039299531713415e-05, "loss": 0.1825, "step": 364000 }, { "epoch": 0.87, "learning_rate": 1.2024567399803374e-05, "loss": 0.1837, "step": 364400 }, { "epoch": 0.87, "learning_rate": 1.2009830684627226e-05, "loss": 0.1813, "step": 364800 }, { "epoch": 0.87, "eval_accuracy": 0.9399601803979897, "eval_f1": 0.8717462916578087, "eval_loss": 0.1712733656167984, "eval_precision": 0.8774085651512747, "eval_recall": 0.8661566314581165, "eval_runtime": 590.2992, "eval_samples_per_second": 28.716, "eval_steps_per_second": 3.59, "step": 364800 }, { "epoch": 0.87, "learning_rate": 1.1995089419546298e-05, "loss": 0.1799, "step": 365200 }, { "epoch": 0.87, "learning_rate": 1.1980343637932243e-05, "loss": 0.1788, "step": 365600 }, { "epoch": 0.88, "learning_rate": 1.1965593373166926e-05, "loss": 0.1829, "step": 366000 }, { "epoch": 0.88, "learning_rate": 1.1950838658642365e-05, "loss": 0.1816, "step": 366400 }, { "epoch": 0.88, "eval_accuracy": 0.939879153228567, "eval_f1": 0.8720266197991047, "eval_loss": 0.17026934027671814, "eval_precision": 0.8724347768867425, "eval_recall": 0.8716188444346881, "eval_runtime": 588.9483, "eval_samples_per_second": 28.782, "eval_steps_per_second": 3.598, "step": 366400 }, { "epoch": 0.88, "learning_rate": 1.1936079527760649e-05, "loss": 0.1788, "step": 366800 }, { "epoch": 0.88, "learning_rate": 1.1921316013933866e-05, "loss": 0.1804, "step": 367200 }, { "epoch": 0.88, "learning_rate": 1.190654815058403e-05, "loss": 0.1787, "step": 367600 }, { "epoch": 0.88, "learning_rate": 1.1891775971142993e-05, "loss": 0.1817, "step": 368000 }, { "epoch": 0.88, "eval_accuracy": 0.9401548706800749, "eval_f1": 0.8722032586654064, "eval_loss": 0.17024698853492737, "eval_precision": 0.8772418610648981, "eval_recall": 0.867222206025184, "eval_runtime": 577.9987, "eval_samples_per_second": 29.327, "eval_steps_per_second": 3.666, "step": 368000 }, { "epoch": 0.88, "learning_rate": 1.1876999509052385e-05, "loss": 0.1803, "step": 368400 }, { "epoch": 0.88, "learning_rate": 1.1862218797763532e-05, "loss": 0.1797, "step": 368800 }, { "epoch": 0.88, "learning_rate": 1.184743387073737e-05, "loss": 0.1795, "step": 369200 }, { "epoch": 0.88, "learning_rate": 1.1832644761444393e-05, "loss": 0.1769, "step": 369600 }, { "epoch": 0.88, "eval_accuracy": 0.9402340222205758, "eval_f1": 0.8725280843517379, "eval_loss": 0.16995348036289215, "eval_precision": 0.8769948751474103, "eval_recall": 0.8681065643166288, "eval_runtime": 579.6787, "eval_samples_per_second": 29.242, "eval_steps_per_second": 3.655, "step": 369600 }, { "epoch": 0.88, "learning_rate": 1.1817851503364543e-05, "loss": 0.173, "step": 370000 }, { "epoch": 0.89, "learning_rate": 1.1803054129987178e-05, "loss": 0.1792, "step": 370400 }, { "epoch": 0.89, "learning_rate": 1.1788252674810958e-05, "loss": 0.1767, "step": 370800 }, { "epoch": 0.89, "learning_rate": 1.177344717134378e-05, "loss": 0.1796, "step": 371200 }, { "epoch": 0.89, "eval_accuracy": 0.9403489982734836, "eval_f1": 0.872858618136751, "eval_loss": 0.17050202190876007, "eval_precision": 0.8752808058697337, "eval_recall": 0.8704497993758614, "eval_runtime": 584.1129, "eval_samples_per_second": 29.02, "eval_steps_per_second": 3.628, "step": 371200 } ], "max_steps": 836196, "num_train_epochs": 2, "total_flos": 7.760853878812508e+17, "trial_name": null, "trial_params": null }