{ "best_metric": null, "best_model_checkpoint": null, "epoch": 3.0, "global_step": 1200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 4.9975e-05, "loss": 14.5662, "step": 2 }, { "epoch": 0.01, "learning_rate": 4.995e-05, "loss": 7.1236, "step": 4 }, { "epoch": 0.01, "learning_rate": 4.992500000000001e-05, "loss": 5.3202, "step": 6 }, { "epoch": 0.02, "learning_rate": 4.99e-05, "loss": 3.9452, "step": 8 }, { "epoch": 0.03, "learning_rate": 4.9875000000000006e-05, "loss": 3.4958, "step": 10 }, { "epoch": 0.03, "learning_rate": 4.9850000000000006e-05, "loss": 2.8169, "step": 12 }, { "epoch": 0.04, "learning_rate": 4.9825000000000005e-05, "loss": 1.9955, "step": 14 }, { "epoch": 0.04, "learning_rate": 4.9800000000000004e-05, "loss": 1.5664, "step": 16 }, { "epoch": 0.04, "learning_rate": 4.9775000000000004e-05, "loss": 1.3016, "step": 18 }, { "epoch": 0.05, "learning_rate": 4.975e-05, "loss": 0.8614, "step": 20 }, { "epoch": 0.06, "learning_rate": 4.9725e-05, "loss": 1.0415, "step": 22 }, { "epoch": 0.06, "learning_rate": 4.97e-05, "loss": 0.5895, "step": 24 }, { "epoch": 0.07, "learning_rate": 4.967500000000001e-05, "loss": 0.4986, "step": 26 }, { "epoch": 0.07, "learning_rate": 4.965e-05, "loss": 0.8056, "step": 28 }, { "epoch": 0.07, "learning_rate": 4.962500000000001e-05, "loss": 0.8067, "step": 30 }, { "epoch": 0.08, "learning_rate": 4.96e-05, "loss": 0.5058, "step": 32 }, { "epoch": 0.09, "learning_rate": 4.9575000000000006e-05, "loss": 0.6796, "step": 34 }, { "epoch": 0.09, "learning_rate": 4.9550000000000005e-05, "loss": 0.8734, "step": 36 }, { "epoch": 0.1, "learning_rate": 4.9525000000000004e-05, "loss": 0.9313, "step": 38 }, { "epoch": 0.1, "learning_rate": 4.9500000000000004e-05, "loss": 0.5948, "step": 40 }, { "epoch": 0.1, "learning_rate": 4.9475e-05, "loss": 0.6952, "step": 42 }, { "epoch": 0.11, "learning_rate": 4.945e-05, "loss": 0.562, "step": 44 }, { "epoch": 0.12, "learning_rate": 4.9425e-05, "loss": 0.7806, "step": 46 }, { "epoch": 0.12, "learning_rate": 4.94e-05, "loss": 0.5262, "step": 48 }, { "epoch": 0.12, "learning_rate": 4.937500000000001e-05, "loss": 0.7553, "step": 50 }, { "epoch": 0.13, "learning_rate": 4.935e-05, "loss": 0.7249, "step": 52 }, { "epoch": 0.14, "learning_rate": 4.9325000000000006e-05, "loss": 0.7524, "step": 54 }, { "epoch": 0.14, "learning_rate": 4.93e-05, "loss": 0.6196, "step": 56 }, { "epoch": 0.14, "learning_rate": 4.9275000000000005e-05, "loss": 0.7026, "step": 58 }, { "epoch": 0.15, "learning_rate": 4.9250000000000004e-05, "loss": 0.7122, "step": 60 }, { "epoch": 0.15, "learning_rate": 4.9225000000000004e-05, "loss": 0.7, "step": 62 }, { "epoch": 0.16, "learning_rate": 4.92e-05, "loss": 0.6362, "step": 64 }, { "epoch": 0.17, "learning_rate": 4.9175e-05, "loss": 0.5532, "step": 66 }, { "epoch": 0.17, "learning_rate": 4.915e-05, "loss": 0.735, "step": 68 }, { "epoch": 0.17, "learning_rate": 4.9125e-05, "loss": 0.6036, "step": 70 }, { "epoch": 0.18, "learning_rate": 4.91e-05, "loss": 0.583, "step": 72 }, { "epoch": 0.18, "learning_rate": 4.907500000000001e-05, "loss": 0.5929, "step": 74 }, { "epoch": 0.19, "learning_rate": 4.905e-05, "loss": 0.7786, "step": 76 }, { "epoch": 0.2, "learning_rate": 4.9025000000000006e-05, "loss": 0.6554, "step": 78 }, { "epoch": 0.2, "learning_rate": 4.9e-05, "loss": 0.6304, "step": 80 }, { "epoch": 0.2, "learning_rate": 4.8975000000000005e-05, "loss": 0.6701, "step": 82 }, { "epoch": 0.21, "learning_rate": 4.8950000000000004e-05, "loss": 0.6078, "step": 84 }, { "epoch": 0.21, "learning_rate": 4.8925e-05, "loss": 0.6914, "step": 86 }, { "epoch": 0.22, "learning_rate": 4.89e-05, "loss": 0.6281, "step": 88 }, { "epoch": 0.23, "learning_rate": 4.8875e-05, "loss": 0.6858, "step": 90 }, { "epoch": 0.23, "learning_rate": 4.885e-05, "loss": 0.5675, "step": 92 }, { "epoch": 0.23, "learning_rate": 4.8825e-05, "loss": 0.7266, "step": 94 }, { "epoch": 0.24, "learning_rate": 4.88e-05, "loss": 0.9016, "step": 96 }, { "epoch": 0.24, "learning_rate": 4.8775000000000007e-05, "loss": 0.5519, "step": 98 }, { "epoch": 0.25, "learning_rate": 4.875e-05, "loss": 0.5509, "step": 100 }, { "epoch": 0.26, "learning_rate": 4.8725000000000005e-05, "loss": 1.0457, "step": 102 }, { "epoch": 0.26, "learning_rate": 4.87e-05, "loss": 0.8419, "step": 104 }, { "epoch": 0.27, "learning_rate": 4.8675000000000004e-05, "loss": 0.6735, "step": 106 }, { "epoch": 0.27, "learning_rate": 4.8650000000000003e-05, "loss": 0.5402, "step": 108 }, { "epoch": 0.28, "learning_rate": 4.8625e-05, "loss": 0.5331, "step": 110 }, { "epoch": 0.28, "learning_rate": 4.86e-05, "loss": 0.5752, "step": 112 }, { "epoch": 0.28, "learning_rate": 4.8575e-05, "loss": 0.5226, "step": 114 }, { "epoch": 0.29, "learning_rate": 4.855e-05, "loss": 0.6734, "step": 116 }, { "epoch": 0.29, "learning_rate": 4.8525e-05, "loss": 0.4719, "step": 118 }, { "epoch": 0.3, "learning_rate": 4.85e-05, "loss": 0.5542, "step": 120 }, { "epoch": 0.3, "learning_rate": 4.8475000000000006e-05, "loss": 0.7252, "step": 122 }, { "epoch": 0.31, "learning_rate": 4.845e-05, "loss": 0.5549, "step": 124 }, { "epoch": 0.32, "learning_rate": 4.8425000000000005e-05, "loss": 0.4797, "step": 126 }, { "epoch": 0.32, "learning_rate": 4.8400000000000004e-05, "loss": 0.6463, "step": 128 }, { "epoch": 0.33, "learning_rate": 4.8375000000000004e-05, "loss": 0.6462, "step": 130 }, { "epoch": 0.33, "learning_rate": 4.835e-05, "loss": 0.5555, "step": 132 }, { "epoch": 0.34, "learning_rate": 4.8325e-05, "loss": 0.7847, "step": 134 }, { "epoch": 0.34, "learning_rate": 4.83e-05, "loss": 0.6703, "step": 136 }, { "epoch": 0.34, "learning_rate": 4.8275e-05, "loss": 0.5331, "step": 138 }, { "epoch": 0.35, "learning_rate": 4.825e-05, "loss": 0.5694, "step": 140 }, { "epoch": 0.35, "learning_rate": 4.822500000000001e-05, "loss": 0.6958, "step": 142 }, { "epoch": 0.36, "learning_rate": 4.82e-05, "loss": 0.6098, "step": 144 }, { "epoch": 0.36, "learning_rate": 4.8175000000000005e-05, "loss": 0.5491, "step": 146 }, { "epoch": 0.37, "learning_rate": 4.815e-05, "loss": 0.6715, "step": 148 }, { "epoch": 0.38, "learning_rate": 4.8125000000000004e-05, "loss": 0.3916, "step": 150 }, { "epoch": 0.38, "learning_rate": 4.8100000000000004e-05, "loss": 0.6793, "step": 152 }, { "epoch": 0.39, "learning_rate": 4.8075e-05, "loss": 0.5973, "step": 154 }, { "epoch": 0.39, "learning_rate": 4.805e-05, "loss": 1.2975, "step": 156 }, { "epoch": 0.4, "learning_rate": 4.8025e-05, "loss": 0.6328, "step": 158 }, { "epoch": 0.4, "learning_rate": 4.8e-05, "loss": 0.4737, "step": 160 }, { "epoch": 0.41, "learning_rate": 4.7975e-05, "loss": 0.6352, "step": 162 }, { "epoch": 0.41, "learning_rate": 4.795e-05, "loss": 0.4901, "step": 164 }, { "epoch": 0.41, "learning_rate": 4.7925000000000006e-05, "loss": 0.5981, "step": 166 }, { "epoch": 0.42, "learning_rate": 4.79e-05, "loss": 0.507, "step": 168 }, { "epoch": 0.42, "learning_rate": 4.7875000000000005e-05, "loss": 0.8278, "step": 170 }, { "epoch": 0.43, "learning_rate": 4.785e-05, "loss": 0.8347, "step": 172 }, { "epoch": 0.43, "learning_rate": 4.7825000000000004e-05, "loss": 0.5688, "step": 174 }, { "epoch": 0.44, "learning_rate": 4.78e-05, "loss": 0.5499, "step": 176 }, { "epoch": 0.45, "learning_rate": 4.7775e-05, "loss": 0.8471, "step": 178 }, { "epoch": 0.45, "learning_rate": 4.775e-05, "loss": 0.917, "step": 180 }, { "epoch": 0.46, "learning_rate": 4.7725e-05, "loss": 0.6619, "step": 182 }, { "epoch": 0.46, "learning_rate": 4.77e-05, "loss": 0.7828, "step": 184 }, { "epoch": 0.47, "learning_rate": 4.7675e-05, "loss": 0.5367, "step": 186 }, { "epoch": 0.47, "learning_rate": 4.765e-05, "loss": 0.4836, "step": 188 }, { "epoch": 0.47, "learning_rate": 4.7625000000000006e-05, "loss": 0.5622, "step": 190 }, { "epoch": 0.48, "learning_rate": 4.76e-05, "loss": 0.9229, "step": 192 }, { "epoch": 0.48, "learning_rate": 4.7575000000000004e-05, "loss": 0.5629, "step": 194 }, { "epoch": 0.49, "learning_rate": 4.755e-05, "loss": 0.4308, "step": 196 }, { "epoch": 0.49, "learning_rate": 4.7525e-05, "loss": 0.4076, "step": 198 }, { "epoch": 0.5, "learning_rate": 4.75e-05, "loss": 0.4774, "step": 200 }, { "epoch": 0.51, "learning_rate": 4.7475e-05, "loss": 0.5469, "step": 202 }, { "epoch": 0.51, "learning_rate": 4.745e-05, "loss": 0.5152, "step": 204 }, { "epoch": 0.52, "learning_rate": 4.7425e-05, "loss": 0.6016, "step": 206 }, { "epoch": 0.52, "learning_rate": 4.74e-05, "loss": 0.5576, "step": 208 }, { "epoch": 0.53, "learning_rate": 4.7375e-05, "loss": 0.6042, "step": 210 }, { "epoch": 0.53, "learning_rate": 4.735e-05, "loss": 0.4603, "step": 212 }, { "epoch": 0.54, "learning_rate": 4.7325000000000005e-05, "loss": 0.6274, "step": 214 }, { "epoch": 0.54, "learning_rate": 4.73e-05, "loss": 0.4953, "step": 216 }, { "epoch": 0.55, "learning_rate": 4.7275000000000004e-05, "loss": 0.5774, "step": 218 }, { "epoch": 0.55, "learning_rate": 4.7249999999999997e-05, "loss": 0.7247, "step": 220 }, { "epoch": 0.56, "learning_rate": 4.7225e-05, "loss": 0.541, "step": 222 }, { "epoch": 0.56, "learning_rate": 4.72e-05, "loss": 0.8272, "step": 224 }, { "epoch": 0.56, "learning_rate": 4.7175e-05, "loss": 0.7274, "step": 226 }, { "epoch": 0.57, "learning_rate": 4.715e-05, "loss": 0.5989, "step": 228 }, { "epoch": 0.57, "learning_rate": 4.7125e-05, "loss": 0.4759, "step": 230 }, { "epoch": 0.58, "learning_rate": 4.71e-05, "loss": 0.5049, "step": 232 }, { "epoch": 0.58, "learning_rate": 4.7075e-05, "loss": 0.4231, "step": 234 }, { "epoch": 0.59, "learning_rate": 4.705e-05, "loss": 0.6353, "step": 236 }, { "epoch": 0.59, "learning_rate": 4.7025000000000005e-05, "loss": 0.7109, "step": 238 }, { "epoch": 0.6, "learning_rate": 4.7e-05, "loss": 0.4595, "step": 240 }, { "epoch": 0.6, "learning_rate": 4.6975000000000003e-05, "loss": 0.4064, "step": 242 }, { "epoch": 0.61, "learning_rate": 4.695e-05, "loss": 0.5207, "step": 244 }, { "epoch": 0.61, "learning_rate": 4.6925e-05, "loss": 0.5171, "step": 246 }, { "epoch": 0.62, "learning_rate": 4.69e-05, "loss": 0.5339, "step": 248 }, { "epoch": 0.62, "learning_rate": 4.6875e-05, "loss": 0.6237, "step": 250 }, { "epoch": 0.63, "learning_rate": 4.685000000000001e-05, "loss": 0.459, "step": 252 }, { "epoch": 0.64, "learning_rate": 4.6825e-05, "loss": 0.4735, "step": 254 }, { "epoch": 0.64, "learning_rate": 4.6800000000000006e-05, "loss": 0.623, "step": 256 }, { "epoch": 0.65, "learning_rate": 4.6775000000000005e-05, "loss": 0.5452, "step": 258 }, { "epoch": 0.65, "learning_rate": 4.6750000000000005e-05, "loss": 0.5576, "step": 260 }, { "epoch": 0.66, "learning_rate": 4.6725000000000004e-05, "loss": 0.4818, "step": 262 }, { "epoch": 0.66, "learning_rate": 4.6700000000000003e-05, "loss": 0.5624, "step": 264 }, { "epoch": 0.67, "learning_rate": 4.6675e-05, "loss": 0.6891, "step": 266 }, { "epoch": 0.67, "learning_rate": 4.665e-05, "loss": 0.5276, "step": 268 }, { "epoch": 0.68, "learning_rate": 4.6625e-05, "loss": 0.4512, "step": 270 }, { "epoch": 0.68, "learning_rate": 4.660000000000001e-05, "loss": 0.5978, "step": 272 }, { "epoch": 0.69, "learning_rate": 4.6575e-05, "loss": 0.5461, "step": 274 }, { "epoch": 0.69, "learning_rate": 4.655000000000001e-05, "loss": 0.5528, "step": 276 }, { "epoch": 0.69, "learning_rate": 4.6525e-05, "loss": 0.4676, "step": 278 }, { "epoch": 0.7, "learning_rate": 4.6500000000000005e-05, "loss": 0.4727, "step": 280 }, { "epoch": 0.7, "learning_rate": 4.6475000000000005e-05, "loss": 0.4363, "step": 282 }, { "epoch": 0.71, "learning_rate": 4.6450000000000004e-05, "loss": 0.5155, "step": 284 }, { "epoch": 0.71, "learning_rate": 4.6425000000000004e-05, "loss": 0.593, "step": 286 }, { "epoch": 0.72, "learning_rate": 4.64e-05, "loss": 0.4865, "step": 288 }, { "epoch": 0.72, "learning_rate": 4.6375e-05, "loss": 0.5427, "step": 290 }, { "epoch": 0.73, "learning_rate": 4.635e-05, "loss": 0.3649, "step": 292 }, { "epoch": 0.73, "learning_rate": 4.6325e-05, "loss": 0.3859, "step": 294 }, { "epoch": 0.74, "learning_rate": 4.630000000000001e-05, "loss": 0.4382, "step": 296 }, { "epoch": 0.74, "learning_rate": 4.6275e-05, "loss": 0.5052, "step": 298 }, { "epoch": 0.75, "learning_rate": 4.6250000000000006e-05, "loss": 0.7267, "step": 300 }, { "epoch": 0.76, "learning_rate": 4.6225e-05, "loss": 0.3374, "step": 302 }, { "epoch": 0.76, "learning_rate": 4.6200000000000005e-05, "loss": 0.4778, "step": 304 }, { "epoch": 0.77, "learning_rate": 4.6175000000000004e-05, "loss": 0.4859, "step": 306 }, { "epoch": 0.77, "learning_rate": 4.6150000000000004e-05, "loss": 0.279, "step": 308 }, { "epoch": 0.78, "learning_rate": 4.6125e-05, "loss": 1.4163, "step": 310 }, { "epoch": 0.78, "learning_rate": 4.61e-05, "loss": 0.3552, "step": 312 }, { "epoch": 0.79, "learning_rate": 4.6075e-05, "loss": 0.4339, "step": 314 }, { "epoch": 0.79, "learning_rate": 4.605e-05, "loss": 0.5127, "step": 316 }, { "epoch": 0.8, "learning_rate": 4.6025e-05, "loss": 0.3658, "step": 318 }, { "epoch": 0.8, "learning_rate": 4.600000000000001e-05, "loss": 0.339, "step": 320 }, { "epoch": 0.81, "learning_rate": 4.5975e-05, "loss": 0.5611, "step": 322 }, { "epoch": 0.81, "learning_rate": 4.5950000000000006e-05, "loss": 0.493, "step": 324 }, { "epoch": 0.81, "learning_rate": 4.5925e-05, "loss": 0.5616, "step": 326 }, { "epoch": 0.82, "learning_rate": 4.5900000000000004e-05, "loss": 0.8039, "step": 328 }, { "epoch": 0.82, "learning_rate": 4.5875000000000004e-05, "loss": 0.4011, "step": 330 }, { "epoch": 0.83, "learning_rate": 4.585e-05, "loss": 0.5168, "step": 332 }, { "epoch": 0.83, "learning_rate": 4.5825e-05, "loss": 0.5843, "step": 334 }, { "epoch": 0.84, "learning_rate": 4.58e-05, "loss": 0.5999, "step": 336 }, { "epoch": 0.84, "learning_rate": 4.5775e-05, "loss": 0.5357, "step": 338 }, { "epoch": 0.85, "learning_rate": 4.575e-05, "loss": 0.3802, "step": 340 }, { "epoch": 0.85, "learning_rate": 4.5725e-05, "loss": 0.5216, "step": 342 }, { "epoch": 0.86, "learning_rate": 4.5700000000000006e-05, "loss": 0.4038, "step": 344 }, { "epoch": 0.86, "learning_rate": 4.5675e-05, "loss": 0.3344, "step": 346 }, { "epoch": 0.87, "learning_rate": 4.5650000000000005e-05, "loss": 0.5792, "step": 348 }, { "epoch": 0.88, "learning_rate": 4.5625e-05, "loss": 0.453, "step": 350 }, { "epoch": 0.88, "learning_rate": 4.5600000000000004e-05, "loss": 0.3997, "step": 352 }, { "epoch": 0.89, "learning_rate": 4.5575e-05, "loss": 0.3398, "step": 354 }, { "epoch": 0.89, "learning_rate": 4.555e-05, "loss": 0.3204, "step": 356 }, { "epoch": 0.9, "learning_rate": 4.5525e-05, "loss": 0.291, "step": 358 }, { "epoch": 0.9, "learning_rate": 4.55e-05, "loss": 0.3974, "step": 360 }, { "epoch": 0.91, "learning_rate": 4.5475e-05, "loss": 0.3647, "step": 362 }, { "epoch": 0.91, "learning_rate": 4.545000000000001e-05, "loss": 0.3516, "step": 364 }, { "epoch": 0.92, "learning_rate": 4.5425e-05, "loss": 0.3865, "step": 366 }, { "epoch": 0.92, "learning_rate": 4.5400000000000006e-05, "loss": 0.4976, "step": 368 }, { "epoch": 0.93, "learning_rate": 4.5375e-05, "loss": 0.3554, "step": 370 }, { "epoch": 0.93, "learning_rate": 4.5350000000000005e-05, "loss": 0.526, "step": 372 }, { "epoch": 0.94, "learning_rate": 4.5325000000000004e-05, "loss": 0.5028, "step": 374 }, { "epoch": 0.94, "learning_rate": 4.53e-05, "loss": 0.2651, "step": 376 }, { "epoch": 0.94, "learning_rate": 4.5275e-05, "loss": 0.2753, "step": 378 }, { "epoch": 0.95, "learning_rate": 4.525e-05, "loss": 0.3614, "step": 380 }, { "epoch": 0.95, "learning_rate": 4.5225e-05, "loss": 0.4194, "step": 382 }, { "epoch": 0.96, "learning_rate": 4.52e-05, "loss": 0.4073, "step": 384 }, { "epoch": 0.96, "learning_rate": 4.5175e-05, "loss": 0.8908, "step": 386 }, { "epoch": 0.97, "learning_rate": 4.5150000000000006e-05, "loss": 0.5112, "step": 388 }, { "epoch": 0.97, "learning_rate": 4.5125e-05, "loss": 0.4367, "step": 390 }, { "epoch": 0.98, "learning_rate": 4.5100000000000005e-05, "loss": 0.5748, "step": 392 }, { "epoch": 0.98, "learning_rate": 4.5075e-05, "loss": 0.4903, "step": 394 }, { "epoch": 0.99, "learning_rate": 4.5050000000000004e-05, "loss": 0.4007, "step": 396 }, { "epoch": 0.99, "learning_rate": 4.5025000000000003e-05, "loss": 0.3218, "step": 398 }, { "epoch": 1.0, "learning_rate": 4.5e-05, "loss": 0.2959, "step": 400 }, { "epoch": 1.0, "eval_accuracy": 0.6915902829595236, "eval_f1": 0.7120379490516452, "eval_loss": 0.3397860825061798, "eval_precision": 0.7520909138849339, "eval_recall": 0.6915902829595236, "eval_runtime": 46.5586, "eval_samples_per_second": 17.183, "eval_steps_per_second": 2.148, "step": 400 }, { "epoch": 1.0, "learning_rate": 4.4975e-05, "loss": 0.4021, "step": 402 }, { "epoch": 1.01, "learning_rate": 4.495e-05, "loss": 0.3147, "step": 404 }, { "epoch": 1.01, "learning_rate": 4.4925e-05, "loss": 0.7101, "step": 406 }, { "epoch": 1.02, "learning_rate": 4.49e-05, "loss": 0.4026, "step": 408 }, { "epoch": 1.02, "learning_rate": 4.4875e-05, "loss": 0.3797, "step": 410 }, { "epoch": 1.03, "learning_rate": 4.4850000000000006e-05, "loss": 0.6129, "step": 412 }, { "epoch": 1.03, "learning_rate": 4.4825e-05, "loss": 0.4431, "step": 414 }, { "epoch": 1.04, "learning_rate": 4.4800000000000005e-05, "loss": 0.381, "step": 416 }, { "epoch": 1.04, "learning_rate": 4.4775e-05, "loss": 0.2991, "step": 418 }, { "epoch": 1.05, "learning_rate": 4.4750000000000004e-05, "loss": 0.5143, "step": 420 }, { "epoch": 1.05, "learning_rate": 4.4725e-05, "loss": 0.3687, "step": 422 }, { "epoch": 1.06, "learning_rate": 4.47e-05, "loss": 0.3229, "step": 424 }, { "epoch": 1.06, "learning_rate": 4.4675e-05, "loss": 0.3542, "step": 426 }, { "epoch": 1.07, "learning_rate": 4.465e-05, "loss": 0.3149, "step": 428 }, { "epoch": 1.07, "learning_rate": 4.4625e-05, "loss": 0.4093, "step": 430 }, { "epoch": 1.08, "learning_rate": 4.46e-05, "loss": 0.3791, "step": 432 }, { "epoch": 1.08, "learning_rate": 4.4575e-05, "loss": 0.2603, "step": 434 }, { "epoch": 1.09, "learning_rate": 4.4550000000000005e-05, "loss": 0.4405, "step": 436 }, { "epoch": 1.09, "learning_rate": 4.4525e-05, "loss": 0.4683, "step": 438 }, { "epoch": 1.1, "learning_rate": 4.4500000000000004e-05, "loss": 0.3554, "step": 440 }, { "epoch": 1.1, "learning_rate": 4.4475e-05, "loss": 0.5901, "step": 442 }, { "epoch": 1.11, "learning_rate": 4.445e-05, "loss": 0.4715, "step": 444 }, { "epoch": 1.11, "learning_rate": 4.4425e-05, "loss": 0.2257, "step": 446 }, { "epoch": 1.12, "learning_rate": 4.44e-05, "loss": 0.3887, "step": 448 }, { "epoch": 1.12, "learning_rate": 4.4375e-05, "loss": 0.3492, "step": 450 }, { "epoch": 1.13, "learning_rate": 4.435e-05, "loss": 0.3245, "step": 452 }, { "epoch": 1.14, "learning_rate": 4.4325e-05, "loss": 0.6609, "step": 454 }, { "epoch": 1.14, "learning_rate": 4.43e-05, "loss": 0.1563, "step": 456 }, { "epoch": 1.15, "learning_rate": 4.4275e-05, "loss": 0.3054, "step": 458 }, { "epoch": 1.15, "learning_rate": 4.4250000000000005e-05, "loss": 0.3336, "step": 460 }, { "epoch": 1.16, "learning_rate": 4.4225e-05, "loss": 0.2735, "step": 462 }, { "epoch": 1.16, "learning_rate": 4.4200000000000004e-05, "loss": 0.5098, "step": 464 }, { "epoch": 1.17, "learning_rate": 4.4174999999999996e-05, "loss": 0.517, "step": 466 }, { "epoch": 1.17, "learning_rate": 4.415e-05, "loss": 0.4756, "step": 468 }, { "epoch": 1.18, "learning_rate": 4.4125e-05, "loss": 0.386, "step": 470 }, { "epoch": 1.18, "learning_rate": 4.41e-05, "loss": 0.6908, "step": 472 }, { "epoch": 1.19, "learning_rate": 4.4075e-05, "loss": 0.3154, "step": 474 }, { "epoch": 1.19, "learning_rate": 4.405e-05, "loss": 0.7584, "step": 476 }, { "epoch": 1.2, "learning_rate": 4.4025e-05, "loss": 0.3773, "step": 478 }, { "epoch": 1.2, "learning_rate": 4.4000000000000006e-05, "loss": 0.3767, "step": 480 }, { "epoch": 1.21, "learning_rate": 4.3975e-05, "loss": 0.3647, "step": 482 }, { "epoch": 1.21, "learning_rate": 4.3950000000000004e-05, "loss": 0.297, "step": 484 }, { "epoch": 1.22, "learning_rate": 4.3925e-05, "loss": 0.3088, "step": 486 }, { "epoch": 1.22, "learning_rate": 4.39e-05, "loss": 0.4385, "step": 488 }, { "epoch": 1.23, "learning_rate": 4.3875e-05, "loss": 0.2397, "step": 490 }, { "epoch": 1.23, "learning_rate": 4.385e-05, "loss": 0.3477, "step": 492 }, { "epoch": 1.23, "learning_rate": 4.3825e-05, "loss": 0.3544, "step": 494 }, { "epoch": 1.24, "learning_rate": 4.38e-05, "loss": 0.3124, "step": 496 }, { "epoch": 1.25, "learning_rate": 4.3775e-05, "loss": 0.5746, "step": 498 }, { "epoch": 1.25, "learning_rate": 4.375e-05, "loss": 0.2082, "step": 500 }, { "epoch": 1.25, "learning_rate": 4.3725000000000006e-05, "loss": 0.421, "step": 502 }, { "epoch": 1.26, "learning_rate": 4.3700000000000005e-05, "loss": 0.2457, "step": 504 }, { "epoch": 1.27, "learning_rate": 4.3675000000000005e-05, "loss": 0.5156, "step": 506 }, { "epoch": 1.27, "learning_rate": 4.3650000000000004e-05, "loss": 0.3815, "step": 508 }, { "epoch": 1.27, "learning_rate": 4.3625e-05, "loss": 0.4878, "step": 510 }, { "epoch": 1.28, "learning_rate": 4.36e-05, "loss": 0.3831, "step": 512 }, { "epoch": 1.28, "learning_rate": 4.3575e-05, "loss": 0.4634, "step": 514 }, { "epoch": 1.29, "learning_rate": 4.355e-05, "loss": 0.4368, "step": 516 }, { "epoch": 1.29, "learning_rate": 4.352500000000001e-05, "loss": 0.3983, "step": 518 }, { "epoch": 1.3, "learning_rate": 4.35e-05, "loss": 0.4583, "step": 520 }, { "epoch": 1.3, "learning_rate": 4.3475000000000006e-05, "loss": 0.5595, "step": 522 }, { "epoch": 1.31, "learning_rate": 4.345e-05, "loss": 0.3677, "step": 524 }, { "epoch": 1.31, "learning_rate": 4.3425000000000005e-05, "loss": 0.4267, "step": 526 }, { "epoch": 1.32, "learning_rate": 4.3400000000000005e-05, "loss": 0.3406, "step": 528 }, { "epoch": 1.32, "learning_rate": 4.3375000000000004e-05, "loss": 0.4084, "step": 530 }, { "epoch": 1.33, "learning_rate": 4.335e-05, "loss": 0.3459, "step": 532 }, { "epoch": 1.33, "learning_rate": 4.3325e-05, "loss": 0.4401, "step": 534 }, { "epoch": 1.34, "learning_rate": 4.33e-05, "loss": 0.6531, "step": 536 }, { "epoch": 1.34, "learning_rate": 4.3275e-05, "loss": 0.2975, "step": 538 }, { "epoch": 1.35, "learning_rate": 4.325e-05, "loss": 0.2649, "step": 540 }, { "epoch": 1.35, "learning_rate": 4.322500000000001e-05, "loss": 0.3199, "step": 542 }, { "epoch": 1.36, "learning_rate": 4.32e-05, "loss": 0.342, "step": 544 }, { "epoch": 1.36, "learning_rate": 4.3175000000000006e-05, "loss": 0.631, "step": 546 }, { "epoch": 1.37, "learning_rate": 4.315e-05, "loss": 0.5276, "step": 548 }, { "epoch": 1.38, "learning_rate": 4.3125000000000005e-05, "loss": 0.2495, "step": 550 }, { "epoch": 1.38, "learning_rate": 4.3100000000000004e-05, "loss": 0.3855, "step": 552 }, { "epoch": 1.39, "learning_rate": 4.3075000000000003e-05, "loss": 0.599, "step": 554 }, { "epoch": 1.39, "learning_rate": 4.305e-05, "loss": 0.4825, "step": 556 }, { "epoch": 1.4, "learning_rate": 4.3025e-05, "loss": 0.4482, "step": 558 }, { "epoch": 1.4, "learning_rate": 4.3e-05, "loss": 0.456, "step": 560 }, { "epoch": 1.41, "learning_rate": 4.2975e-05, "loss": 0.299, "step": 562 }, { "epoch": 1.41, "learning_rate": 4.295e-05, "loss": 0.3304, "step": 564 }, { "epoch": 1.42, "learning_rate": 4.2925000000000007e-05, "loss": 0.3654, "step": 566 }, { "epoch": 1.42, "learning_rate": 4.29e-05, "loss": 0.1515, "step": 568 }, { "epoch": 1.43, "learning_rate": 4.2875000000000005e-05, "loss": 0.2824, "step": 570 }, { "epoch": 1.43, "learning_rate": 4.285e-05, "loss": 0.4656, "step": 572 }, { "epoch": 1.44, "learning_rate": 4.2825000000000004e-05, "loss": 0.5197, "step": 574 }, { "epoch": 1.44, "learning_rate": 4.2800000000000004e-05, "loss": 0.5618, "step": 576 }, { "epoch": 1.45, "learning_rate": 4.2775e-05, "loss": 0.4091, "step": 578 }, { "epoch": 1.45, "learning_rate": 4.275e-05, "loss": 0.6243, "step": 580 }, { "epoch": 1.46, "learning_rate": 4.2725e-05, "loss": 0.2485, "step": 582 }, { "epoch": 1.46, "learning_rate": 4.27e-05, "loss": 0.3898, "step": 584 }, { "epoch": 1.47, "learning_rate": 4.2675e-05, "loss": 0.373, "step": 586 }, { "epoch": 1.47, "learning_rate": 4.265e-05, "loss": 0.4957, "step": 588 }, { "epoch": 1.48, "learning_rate": 4.2625000000000006e-05, "loss": 0.3787, "step": 590 }, { "epoch": 1.48, "learning_rate": 4.26e-05, "loss": 0.3621, "step": 592 }, { "epoch": 1.48, "learning_rate": 4.2575000000000005e-05, "loss": 0.3356, "step": 594 }, { "epoch": 1.49, "learning_rate": 4.2550000000000004e-05, "loss": 0.58, "step": 596 }, { "epoch": 1.5, "learning_rate": 4.2525000000000004e-05, "loss": 0.3739, "step": 598 }, { "epoch": 1.5, "learning_rate": 4.25e-05, "loss": 0.265, "step": 600 }, { "epoch": 1.5, "learning_rate": 4.2475e-05, "loss": 0.541, "step": 602 }, { "epoch": 1.51, "learning_rate": 4.245e-05, "loss": 0.6195, "step": 604 }, { "epoch": 1.52, "learning_rate": 4.2425e-05, "loss": 0.2676, "step": 606 }, { "epoch": 1.52, "learning_rate": 4.24e-05, "loss": 0.4074, "step": 608 }, { "epoch": 1.52, "learning_rate": 4.237500000000001e-05, "loss": 0.4149, "step": 610 }, { "epoch": 1.53, "learning_rate": 4.235e-05, "loss": 0.3282, "step": 612 }, { "epoch": 1.54, "learning_rate": 4.2325000000000006e-05, "loss": 0.3182, "step": 614 }, { "epoch": 1.54, "learning_rate": 4.23e-05, "loss": 0.2904, "step": 616 }, { "epoch": 1.54, "learning_rate": 4.2275000000000004e-05, "loss": 0.3478, "step": 618 }, { "epoch": 1.55, "learning_rate": 4.2250000000000004e-05, "loss": 0.3693, "step": 620 }, { "epoch": 1.56, "learning_rate": 4.2225e-05, "loss": 0.4881, "step": 622 }, { "epoch": 1.56, "learning_rate": 4.22e-05, "loss": 0.2592, "step": 624 }, { "epoch": 1.56, "learning_rate": 4.2175e-05, "loss": 0.4696, "step": 626 }, { "epoch": 1.57, "learning_rate": 4.215e-05, "loss": 0.2685, "step": 628 }, { "epoch": 1.57, "learning_rate": 4.2125e-05, "loss": 0.3528, "step": 630 }, { "epoch": 1.58, "learning_rate": 4.21e-05, "loss": 0.3008, "step": 632 }, { "epoch": 1.58, "learning_rate": 4.2075000000000006e-05, "loss": 0.2616, "step": 634 }, { "epoch": 1.59, "learning_rate": 4.205e-05, "loss": 0.6541, "step": 636 }, { "epoch": 1.59, "learning_rate": 4.2025000000000005e-05, "loss": 0.2476, "step": 638 }, { "epoch": 1.6, "learning_rate": 4.2e-05, "loss": 0.2073, "step": 640 }, { "epoch": 1.6, "learning_rate": 4.1975000000000004e-05, "loss": 0.4824, "step": 642 }, { "epoch": 1.61, "learning_rate": 4.195e-05, "loss": 0.338, "step": 644 }, { "epoch": 1.61, "learning_rate": 4.1925e-05, "loss": 0.3602, "step": 646 }, { "epoch": 1.62, "learning_rate": 4.19e-05, "loss": 0.4082, "step": 648 }, { "epoch": 1.62, "learning_rate": 4.1875e-05, "loss": 0.2916, "step": 650 }, { "epoch": 1.63, "learning_rate": 4.185e-05, "loss": 0.2902, "step": 652 }, { "epoch": 1.64, "learning_rate": 4.1825e-05, "loss": 0.3261, "step": 654 }, { "epoch": 1.64, "learning_rate": 4.18e-05, "loss": 0.2599, "step": 656 }, { "epoch": 1.65, "learning_rate": 4.1775000000000006e-05, "loss": 0.4284, "step": 658 }, { "epoch": 1.65, "learning_rate": 4.175e-05, "loss": 0.3981, "step": 660 }, { "epoch": 1.66, "learning_rate": 4.1725000000000005e-05, "loss": 0.3607, "step": 662 }, { "epoch": 1.66, "learning_rate": 4.17e-05, "loss": 0.3214, "step": 664 }, { "epoch": 1.67, "learning_rate": 4.1675e-05, "loss": 0.5022, "step": 666 }, { "epoch": 1.67, "learning_rate": 4.165e-05, "loss": 0.2203, "step": 668 }, { "epoch": 1.68, "learning_rate": 4.1625e-05, "loss": 0.2736, "step": 670 }, { "epoch": 1.68, "learning_rate": 4.16e-05, "loss": 0.2597, "step": 672 }, { "epoch": 1.69, "learning_rate": 4.1575e-05, "loss": 0.3038, "step": 674 }, { "epoch": 1.69, "learning_rate": 4.155e-05, "loss": 0.3396, "step": 676 }, { "epoch": 1.69, "learning_rate": 4.1525e-05, "loss": 0.3447, "step": 678 }, { "epoch": 1.7, "learning_rate": 4.15e-05, "loss": 0.3168, "step": 680 }, { "epoch": 1.71, "learning_rate": 4.1475000000000005e-05, "loss": 0.3432, "step": 682 }, { "epoch": 1.71, "learning_rate": 4.145e-05, "loss": 0.3895, "step": 684 }, { "epoch": 1.71, "learning_rate": 4.1425000000000004e-05, "loss": 0.387, "step": 686 }, { "epoch": 1.72, "learning_rate": 4.14e-05, "loss": 0.2479, "step": 688 }, { "epoch": 1.73, "learning_rate": 4.1375e-05, "loss": 0.3109, "step": 690 }, { "epoch": 1.73, "learning_rate": 4.135e-05, "loss": 0.2703, "step": 692 }, { "epoch": 1.73, "learning_rate": 4.1325e-05, "loss": 0.3302, "step": 694 }, { "epoch": 1.74, "learning_rate": 4.13e-05, "loss": 0.1983, "step": 696 }, { "epoch": 1.75, "learning_rate": 4.1275e-05, "loss": 0.293, "step": 698 }, { "epoch": 1.75, "learning_rate": 4.125e-05, "loss": 0.5641, "step": 700 }, { "epoch": 1.75, "learning_rate": 4.1225e-05, "loss": 0.3746, "step": 702 }, { "epoch": 1.76, "learning_rate": 4.12e-05, "loss": 0.1783, "step": 704 }, { "epoch": 1.77, "learning_rate": 4.1175000000000005e-05, "loss": 0.2852, "step": 706 }, { "epoch": 1.77, "learning_rate": 4.115e-05, "loss": 0.3112, "step": 708 }, { "epoch": 1.77, "learning_rate": 4.1125000000000004e-05, "loss": 0.1936, "step": 710 }, { "epoch": 1.78, "learning_rate": 4.11e-05, "loss": 0.3486, "step": 712 }, { "epoch": 1.79, "learning_rate": 4.1075e-05, "loss": 0.2528, "step": 714 }, { "epoch": 1.79, "learning_rate": 4.105e-05, "loss": 0.3082, "step": 716 }, { "epoch": 1.79, "learning_rate": 4.1025e-05, "loss": 0.5328, "step": 718 }, { "epoch": 1.8, "learning_rate": 4.1e-05, "loss": 0.3125, "step": 720 }, { "epoch": 1.81, "learning_rate": 4.0975e-05, "loss": 0.2036, "step": 722 }, { "epoch": 1.81, "learning_rate": 4.095e-05, "loss": 0.295, "step": 724 }, { "epoch": 1.81, "learning_rate": 4.0925000000000005e-05, "loss": 0.3459, "step": 726 }, { "epoch": 1.82, "learning_rate": 4.09e-05, "loss": 0.3806, "step": 728 }, { "epoch": 1.82, "learning_rate": 4.0875000000000004e-05, "loss": 0.34, "step": 730 }, { "epoch": 1.83, "learning_rate": 4.085e-05, "loss": 0.4861, "step": 732 }, { "epoch": 1.83, "learning_rate": 4.0825e-05, "loss": 0.231, "step": 734 }, { "epoch": 1.84, "learning_rate": 4.08e-05, "loss": 0.3442, "step": 736 }, { "epoch": 1.84, "learning_rate": 4.0775e-05, "loss": 0.5056, "step": 738 }, { "epoch": 1.85, "learning_rate": 4.075e-05, "loss": 0.468, "step": 740 }, { "epoch": 1.85, "learning_rate": 4.0725e-05, "loss": 0.2309, "step": 742 }, { "epoch": 1.86, "learning_rate": 4.07e-05, "loss": 0.2692, "step": 744 }, { "epoch": 1.86, "learning_rate": 4.0675e-05, "loss": 0.3229, "step": 746 }, { "epoch": 1.87, "learning_rate": 4.065e-05, "loss": 0.4786, "step": 748 }, { "epoch": 1.88, "learning_rate": 4.0625000000000005e-05, "loss": 0.3494, "step": 750 }, { "epoch": 1.88, "learning_rate": 4.0600000000000004e-05, "loss": 0.2746, "step": 752 }, { "epoch": 1.89, "learning_rate": 4.0575000000000004e-05, "loss": 0.4341, "step": 754 }, { "epoch": 1.89, "learning_rate": 4.055e-05, "loss": 0.2186, "step": 756 }, { "epoch": 1.9, "learning_rate": 4.0525e-05, "loss": 0.5763, "step": 758 }, { "epoch": 1.9, "learning_rate": 4.05e-05, "loss": 0.5783, "step": 760 }, { "epoch": 1.91, "learning_rate": 4.0475e-05, "loss": 0.3916, "step": 762 }, { "epoch": 1.91, "learning_rate": 4.045000000000001e-05, "loss": 0.3211, "step": 764 }, { "epoch": 1.92, "learning_rate": 4.0425e-05, "loss": 0.3737, "step": 766 }, { "epoch": 1.92, "learning_rate": 4.0400000000000006e-05, "loss": 0.3801, "step": 768 }, { "epoch": 1.93, "learning_rate": 4.0375e-05, "loss": 0.3124, "step": 770 }, { "epoch": 1.93, "learning_rate": 4.0350000000000005e-05, "loss": 0.4814, "step": 772 }, { "epoch": 1.94, "learning_rate": 4.0325000000000004e-05, "loss": 0.4904, "step": 774 }, { "epoch": 1.94, "learning_rate": 4.0300000000000004e-05, "loss": 0.2338, "step": 776 }, { "epoch": 1.94, "learning_rate": 4.0275e-05, "loss": 0.2274, "step": 778 }, { "epoch": 1.95, "learning_rate": 4.025e-05, "loss": 0.3754, "step": 780 }, { "epoch": 1.96, "learning_rate": 4.0225e-05, "loss": 0.5782, "step": 782 }, { "epoch": 1.96, "learning_rate": 4.02e-05, "loss": 0.2568, "step": 784 }, { "epoch": 1.96, "learning_rate": 4.0175e-05, "loss": 0.3817, "step": 786 }, { "epoch": 1.97, "learning_rate": 4.015000000000001e-05, "loss": 0.1244, "step": 788 }, { "epoch": 1.98, "learning_rate": 4.0125e-05, "loss": 0.3574, "step": 790 }, { "epoch": 1.98, "learning_rate": 4.0100000000000006e-05, "loss": 0.184, "step": 792 }, { "epoch": 1.98, "learning_rate": 4.0075e-05, "loss": 0.5445, "step": 794 }, { "epoch": 1.99, "learning_rate": 4.0050000000000004e-05, "loss": 0.1936, "step": 796 }, { "epoch": 2.0, "learning_rate": 4.0025000000000004e-05, "loss": 0.4148, "step": 798 }, { "epoch": 2.0, "learning_rate": 4e-05, "loss": 0.4133, "step": 800 }, { "epoch": 2.0, "eval_accuracy": 0.7303129273927457, "eval_f1": 0.7240910454808391, "eval_loss": 0.33349618315696716, "eval_precision": 0.7247629591832809, "eval_recall": 0.7303129273927457, "eval_runtime": 46.5217, "eval_samples_per_second": 17.196, "eval_steps_per_second": 2.15, "step": 800 }, { "epoch": 2.0, "learning_rate": 3.9975e-05, "loss": 0.4279, "step": 802 }, { "epoch": 2.01, "learning_rate": 3.995e-05, "loss": 0.3595, "step": 804 }, { "epoch": 2.02, "learning_rate": 3.9925e-05, "loss": 0.2921, "step": 806 }, { "epoch": 2.02, "learning_rate": 3.99e-05, "loss": 0.167, "step": 808 }, { "epoch": 2.02, "learning_rate": 3.9875e-05, "loss": 0.2244, "step": 810 }, { "epoch": 2.03, "learning_rate": 3.9850000000000006e-05, "loss": 0.1951, "step": 812 }, { "epoch": 2.04, "learning_rate": 3.9825e-05, "loss": 0.2426, "step": 814 }, { "epoch": 2.04, "learning_rate": 3.9800000000000005e-05, "loss": 0.3611, "step": 816 }, { "epoch": 2.04, "learning_rate": 3.9775e-05, "loss": 0.3127, "step": 818 }, { "epoch": 2.05, "learning_rate": 3.9750000000000004e-05, "loss": 0.2799, "step": 820 }, { "epoch": 2.06, "learning_rate": 3.9725e-05, "loss": 0.4368, "step": 822 }, { "epoch": 2.06, "learning_rate": 3.97e-05, "loss": 0.3167, "step": 824 }, { "epoch": 2.06, "learning_rate": 3.9675e-05, "loss": 0.1099, "step": 826 }, { "epoch": 2.07, "learning_rate": 3.965e-05, "loss": 0.2974, "step": 828 }, { "epoch": 2.08, "learning_rate": 3.9625e-05, "loss": 0.2618, "step": 830 }, { "epoch": 2.08, "learning_rate": 3.960000000000001e-05, "loss": 0.1214, "step": 832 }, { "epoch": 2.08, "learning_rate": 3.9575e-05, "loss": 0.4326, "step": 834 }, { "epoch": 2.09, "learning_rate": 3.9550000000000006e-05, "loss": 0.1978, "step": 836 }, { "epoch": 2.1, "learning_rate": 3.9525e-05, "loss": 0.3145, "step": 838 }, { "epoch": 2.1, "learning_rate": 3.9500000000000005e-05, "loss": 0.3392, "step": 840 }, { "epoch": 2.1, "learning_rate": 3.9475000000000004e-05, "loss": 0.2255, "step": 842 }, { "epoch": 2.11, "learning_rate": 3.9450000000000003e-05, "loss": 0.4223, "step": 844 }, { "epoch": 2.12, "learning_rate": 3.9425e-05, "loss": 0.2917, "step": 846 }, { "epoch": 2.12, "learning_rate": 3.94e-05, "loss": 0.3284, "step": 848 }, { "epoch": 2.12, "learning_rate": 3.9375e-05, "loss": 0.2235, "step": 850 }, { "epoch": 2.13, "learning_rate": 3.935e-05, "loss": 0.2539, "step": 852 }, { "epoch": 2.13, "learning_rate": 3.9325e-05, "loss": 0.2643, "step": 854 }, { "epoch": 2.14, "learning_rate": 3.9300000000000007e-05, "loss": 0.1961, "step": 856 }, { "epoch": 2.15, "learning_rate": 3.9275e-05, "loss": 0.1986, "step": 858 }, { "epoch": 2.15, "learning_rate": 3.9250000000000005e-05, "loss": 0.0867, "step": 860 }, { "epoch": 2.15, "learning_rate": 3.9225e-05, "loss": 0.2181, "step": 862 }, { "epoch": 2.16, "learning_rate": 3.9200000000000004e-05, "loss": 0.0727, "step": 864 }, { "epoch": 2.17, "learning_rate": 3.9175000000000004e-05, "loss": 0.2379, "step": 866 }, { "epoch": 2.17, "learning_rate": 3.915e-05, "loss": 0.2092, "step": 868 }, { "epoch": 2.17, "learning_rate": 3.9125e-05, "loss": 0.1124, "step": 870 }, { "epoch": 2.18, "learning_rate": 3.91e-05, "loss": 0.2252, "step": 872 }, { "epoch": 2.19, "learning_rate": 3.9075e-05, "loss": 0.4025, "step": 874 }, { "epoch": 2.19, "learning_rate": 3.905e-05, "loss": 0.2782, "step": 876 }, { "epoch": 2.19, "learning_rate": 3.9025e-05, "loss": 0.5048, "step": 878 }, { "epoch": 2.2, "learning_rate": 3.9000000000000006e-05, "loss": 0.3301, "step": 880 }, { "epoch": 2.21, "learning_rate": 3.8975e-05, "loss": 0.3589, "step": 882 }, { "epoch": 2.21, "learning_rate": 3.8950000000000005e-05, "loss": 0.4942, "step": 884 }, { "epoch": 2.21, "learning_rate": 3.8925e-05, "loss": 0.4335, "step": 886 }, { "epoch": 2.22, "learning_rate": 3.8900000000000004e-05, "loss": 0.1538, "step": 888 }, { "epoch": 2.23, "learning_rate": 3.8875e-05, "loss": 0.442, "step": 890 }, { "epoch": 2.23, "learning_rate": 3.885e-05, "loss": 0.4319, "step": 892 }, { "epoch": 2.23, "learning_rate": 3.8825e-05, "loss": 0.3939, "step": 894 }, { "epoch": 2.24, "learning_rate": 3.88e-05, "loss": 0.1888, "step": 896 }, { "epoch": 2.25, "learning_rate": 3.8775e-05, "loss": 0.6402, "step": 898 }, { "epoch": 2.25, "learning_rate": 3.875e-05, "loss": 0.1708, "step": 900 }, { "epoch": 2.25, "learning_rate": 3.8725e-05, "loss": 0.3315, "step": 902 }, { "epoch": 2.26, "learning_rate": 3.8700000000000006e-05, "loss": 0.3908, "step": 904 }, { "epoch": 2.27, "learning_rate": 3.8675e-05, "loss": 0.2653, "step": 906 }, { "epoch": 2.27, "learning_rate": 3.8650000000000004e-05, "loss": 0.2681, "step": 908 }, { "epoch": 2.27, "learning_rate": 3.8625e-05, "loss": 0.1869, "step": 910 }, { "epoch": 2.28, "learning_rate": 3.86e-05, "loss": 0.2696, "step": 912 }, { "epoch": 2.29, "learning_rate": 3.8575e-05, "loss": 0.4004, "step": 914 }, { "epoch": 2.29, "learning_rate": 3.855e-05, "loss": 0.2019, "step": 916 }, { "epoch": 2.29, "learning_rate": 3.8525e-05, "loss": 0.1742, "step": 918 }, { "epoch": 2.3, "learning_rate": 3.85e-05, "loss": 0.3658, "step": 920 }, { "epoch": 2.31, "learning_rate": 3.8475e-05, "loss": 0.1322, "step": 922 }, { "epoch": 2.31, "learning_rate": 3.845e-05, "loss": 0.1761, "step": 924 }, { "epoch": 2.31, "learning_rate": 3.8425e-05, "loss": 0.2245, "step": 926 }, { "epoch": 2.32, "learning_rate": 3.8400000000000005e-05, "loss": 0.3481, "step": 928 }, { "epoch": 2.33, "learning_rate": 3.8375e-05, "loss": 0.326, "step": 930 }, { "epoch": 2.33, "learning_rate": 3.8350000000000004e-05, "loss": 0.2885, "step": 932 }, { "epoch": 2.33, "learning_rate": 3.8324999999999996e-05, "loss": 0.1434, "step": 934 }, { "epoch": 2.34, "learning_rate": 3.83e-05, "loss": 0.2765, "step": 936 }, { "epoch": 2.34, "learning_rate": 3.8275e-05, "loss": 0.3264, "step": 938 }, { "epoch": 2.35, "learning_rate": 3.825e-05, "loss": 0.4146, "step": 940 }, { "epoch": 2.35, "learning_rate": 3.8225e-05, "loss": 0.2461, "step": 942 }, { "epoch": 2.36, "learning_rate": 3.82e-05, "loss": 0.4797, "step": 944 }, { "epoch": 2.37, "learning_rate": 3.8175e-05, "loss": 0.3502, "step": 946 }, { "epoch": 2.37, "learning_rate": 3.8150000000000006e-05, "loss": 0.1427, "step": 948 }, { "epoch": 2.38, "learning_rate": 3.8125e-05, "loss": 0.164, "step": 950 }, { "epoch": 2.38, "learning_rate": 3.8100000000000005e-05, "loss": 0.1947, "step": 952 }, { "epoch": 2.38, "learning_rate": 3.8075e-05, "loss": 0.1943, "step": 954 }, { "epoch": 2.39, "learning_rate": 3.805e-05, "loss": 0.6346, "step": 956 }, { "epoch": 2.4, "learning_rate": 3.8025e-05, "loss": 0.6651, "step": 958 }, { "epoch": 2.4, "learning_rate": 3.8e-05, "loss": 0.4448, "step": 960 }, { "epoch": 2.41, "learning_rate": 3.7975e-05, "loss": 0.4063, "step": 962 }, { "epoch": 2.41, "learning_rate": 3.795e-05, "loss": 0.3017, "step": 964 }, { "epoch": 2.42, "learning_rate": 3.7925e-05, "loss": 0.1966, "step": 966 }, { "epoch": 2.42, "learning_rate": 3.79e-05, "loss": 0.3202, "step": 968 }, { "epoch": 2.42, "learning_rate": 3.7875e-05, "loss": 0.1277, "step": 970 }, { "epoch": 2.43, "learning_rate": 3.7850000000000005e-05, "loss": 0.2548, "step": 972 }, { "epoch": 2.44, "learning_rate": 3.7825e-05, "loss": 0.1849, "step": 974 }, { "epoch": 2.44, "learning_rate": 3.7800000000000004e-05, "loss": 0.1185, "step": 976 }, { "epoch": 2.44, "learning_rate": 3.7775e-05, "loss": 0.4444, "step": 978 }, { "epoch": 2.45, "learning_rate": 3.775e-05, "loss": 0.2993, "step": 980 }, { "epoch": 2.46, "learning_rate": 3.7725e-05, "loss": 0.1434, "step": 982 }, { "epoch": 2.46, "learning_rate": 3.77e-05, "loss": 0.1306, "step": 984 }, { "epoch": 2.46, "learning_rate": 3.7675e-05, "loss": 0.0721, "step": 986 }, { "epoch": 2.47, "learning_rate": 3.765e-05, "loss": 0.1188, "step": 988 }, { "epoch": 2.48, "learning_rate": 3.7625e-05, "loss": 0.128, "step": 990 }, { "epoch": 2.48, "learning_rate": 3.76e-05, "loss": 0.3053, "step": 992 }, { "epoch": 2.48, "learning_rate": 3.7575e-05, "loss": 0.293, "step": 994 }, { "epoch": 2.49, "learning_rate": 3.7550000000000005e-05, "loss": 0.2691, "step": 996 }, { "epoch": 2.5, "learning_rate": 3.7525e-05, "loss": 0.1903, "step": 998 }, { "epoch": 2.5, "learning_rate": 3.7500000000000003e-05, "loss": 0.1, "step": 1000 }, { "epoch": 2.5, "learning_rate": 3.7475e-05, "loss": 0.1671, "step": 1002 }, { "epoch": 2.51, "learning_rate": 3.745e-05, "loss": 0.3463, "step": 1004 }, { "epoch": 2.52, "learning_rate": 3.7425e-05, "loss": 0.2526, "step": 1006 }, { "epoch": 2.52, "learning_rate": 3.74e-05, "loss": 0.4419, "step": 1008 }, { "epoch": 2.52, "learning_rate": 3.737500000000001e-05, "loss": 0.5626, "step": 1010 }, { "epoch": 2.53, "learning_rate": 3.735e-05, "loss": 0.2871, "step": 1012 }, { "epoch": 2.54, "learning_rate": 3.7325000000000006e-05, "loss": 0.0462, "step": 1014 }, { "epoch": 2.54, "learning_rate": 3.73e-05, "loss": 0.2153, "step": 1016 }, { "epoch": 2.54, "learning_rate": 3.7275000000000005e-05, "loss": 0.1801, "step": 1018 }, { "epoch": 2.55, "learning_rate": 3.7250000000000004e-05, "loss": 0.2419, "step": 1020 }, { "epoch": 2.56, "learning_rate": 3.7225000000000004e-05, "loss": 0.4692, "step": 1022 }, { "epoch": 2.56, "learning_rate": 3.72e-05, "loss": 0.3793, "step": 1024 }, { "epoch": 2.56, "learning_rate": 3.7175e-05, "loss": 0.3421, "step": 1026 }, { "epoch": 2.57, "learning_rate": 3.715e-05, "loss": 0.3306, "step": 1028 }, { "epoch": 2.58, "learning_rate": 3.7125e-05, "loss": 0.1118, "step": 1030 }, { "epoch": 2.58, "learning_rate": 3.71e-05, "loss": 0.1968, "step": 1032 }, { "epoch": 2.58, "learning_rate": 3.707500000000001e-05, "loss": 0.2947, "step": 1034 }, { "epoch": 2.59, "learning_rate": 3.705e-05, "loss": 0.177, "step": 1036 }, { "epoch": 2.59, "learning_rate": 3.7025000000000005e-05, "loss": 0.2388, "step": 1038 }, { "epoch": 2.6, "learning_rate": 3.7e-05, "loss": 0.2208, "step": 1040 }, { "epoch": 2.6, "learning_rate": 3.6975000000000004e-05, "loss": 0.0863, "step": 1042 }, { "epoch": 2.61, "learning_rate": 3.6950000000000004e-05, "loss": 0.1208, "step": 1044 }, { "epoch": 2.62, "learning_rate": 3.6925e-05, "loss": 0.161, "step": 1046 }, { "epoch": 2.62, "learning_rate": 3.69e-05, "loss": 0.2525, "step": 1048 }, { "epoch": 2.62, "learning_rate": 3.6875e-05, "loss": 0.0939, "step": 1050 }, { "epoch": 2.63, "learning_rate": 3.685e-05, "loss": 0.1857, "step": 1052 }, { "epoch": 2.63, "learning_rate": 3.6825e-05, "loss": 0.4203, "step": 1054 }, { "epoch": 2.64, "learning_rate": 3.68e-05, "loss": 0.1674, "step": 1056 }, { "epoch": 2.65, "learning_rate": 3.6775000000000006e-05, "loss": 0.2935, "step": 1058 }, { "epoch": 2.65, "learning_rate": 3.675e-05, "loss": 0.4283, "step": 1060 }, { "epoch": 2.66, "learning_rate": 3.6725000000000005e-05, "loss": 0.0551, "step": 1062 }, { "epoch": 2.66, "learning_rate": 3.6700000000000004e-05, "loss": 0.2137, "step": 1064 }, { "epoch": 2.67, "learning_rate": 3.6675000000000004e-05, "loss": 0.0585, "step": 1066 }, { "epoch": 2.67, "learning_rate": 3.665e-05, "loss": 0.5005, "step": 1068 }, { "epoch": 2.67, "learning_rate": 3.6625e-05, "loss": 0.2685, "step": 1070 }, { "epoch": 2.68, "learning_rate": 3.66e-05, "loss": 0.2799, "step": 1072 }, { "epoch": 2.69, "learning_rate": 3.6575e-05, "loss": 0.4154, "step": 1074 }, { "epoch": 2.69, "learning_rate": 3.655e-05, "loss": 0.3866, "step": 1076 }, { "epoch": 2.69, "learning_rate": 3.652500000000001e-05, "loss": 0.275, "step": 1078 }, { "epoch": 2.7, "learning_rate": 3.65e-05, "loss": 0.0749, "step": 1080 }, { "epoch": 2.71, "learning_rate": 3.6475000000000006e-05, "loss": 0.4298, "step": 1082 }, { "epoch": 2.71, "learning_rate": 3.645e-05, "loss": 0.3015, "step": 1084 }, { "epoch": 2.71, "learning_rate": 3.6425000000000004e-05, "loss": 0.4693, "step": 1086 }, { "epoch": 2.72, "learning_rate": 3.6400000000000004e-05, "loss": 0.5553, "step": 1088 }, { "epoch": 2.73, "learning_rate": 3.6375e-05, "loss": 0.2838, "step": 1090 }, { "epoch": 2.73, "learning_rate": 3.635e-05, "loss": 0.2485, "step": 1092 }, { "epoch": 2.73, "learning_rate": 3.6325e-05, "loss": 0.1477, "step": 1094 }, { "epoch": 2.74, "learning_rate": 3.63e-05, "loss": 0.1499, "step": 1096 }, { "epoch": 2.75, "learning_rate": 3.6275e-05, "loss": 0.5901, "step": 1098 }, { "epoch": 2.75, "learning_rate": 3.625e-05, "loss": 0.3647, "step": 1100 }, { "epoch": 2.75, "learning_rate": 3.6225000000000006e-05, "loss": 0.29, "step": 1102 }, { "epoch": 2.76, "learning_rate": 3.62e-05, "loss": 0.2172, "step": 1104 }, { "epoch": 2.77, "learning_rate": 3.6175000000000005e-05, "loss": 0.2973, "step": 1106 }, { "epoch": 2.77, "learning_rate": 3.615e-05, "loss": 0.3948, "step": 1108 }, { "epoch": 2.77, "learning_rate": 3.6125000000000004e-05, "loss": 0.134, "step": 1110 }, { "epoch": 2.78, "learning_rate": 3.61e-05, "loss": 0.3913, "step": 1112 }, { "epoch": 2.79, "learning_rate": 3.6075e-05, "loss": 0.167, "step": 1114 }, { "epoch": 2.79, "learning_rate": 3.605e-05, "loss": 0.3009, "step": 1116 }, { "epoch": 2.79, "learning_rate": 3.6025e-05, "loss": 0.2548, "step": 1118 }, { "epoch": 2.8, "learning_rate": 3.6e-05, "loss": 0.1343, "step": 1120 }, { "epoch": 2.81, "learning_rate": 3.5975e-05, "loss": 0.4397, "step": 1122 }, { "epoch": 2.81, "learning_rate": 3.595e-05, "loss": 0.2612, "step": 1124 }, { "epoch": 2.81, "learning_rate": 3.5925000000000006e-05, "loss": 0.3434, "step": 1126 }, { "epoch": 2.82, "learning_rate": 3.59e-05, "loss": 0.7125, "step": 1128 }, { "epoch": 2.83, "learning_rate": 3.5875000000000005e-05, "loss": 0.4386, "step": 1130 }, { "epoch": 2.83, "learning_rate": 3.585e-05, "loss": 0.4036, "step": 1132 }, { "epoch": 2.83, "learning_rate": 3.5825000000000003e-05, "loss": 0.0801, "step": 1134 }, { "epoch": 2.84, "learning_rate": 3.58e-05, "loss": 0.1766, "step": 1136 }, { "epoch": 2.84, "learning_rate": 3.5775e-05, "loss": 0.2278, "step": 1138 }, { "epoch": 2.85, "learning_rate": 3.575e-05, "loss": 0.2785, "step": 1140 }, { "epoch": 2.85, "learning_rate": 3.5725e-05, "loss": 0.1986, "step": 1142 }, { "epoch": 2.86, "learning_rate": 3.57e-05, "loss": 0.3308, "step": 1144 }, { "epoch": 2.87, "learning_rate": 3.5675e-05, "loss": 0.1467, "step": 1146 }, { "epoch": 2.87, "learning_rate": 3.565e-05, "loss": 0.2535, "step": 1148 }, { "epoch": 2.88, "learning_rate": 3.5625000000000005e-05, "loss": 0.2237, "step": 1150 }, { "epoch": 2.88, "learning_rate": 3.56e-05, "loss": 0.1238, "step": 1152 }, { "epoch": 2.88, "learning_rate": 3.5575000000000004e-05, "loss": 0.241, "step": 1154 }, { "epoch": 2.89, "learning_rate": 3.555e-05, "loss": 0.2651, "step": 1156 }, { "epoch": 2.9, "learning_rate": 3.5525e-05, "loss": 0.3775, "step": 1158 }, { "epoch": 2.9, "learning_rate": 3.55e-05, "loss": 0.3317, "step": 1160 }, { "epoch": 2.91, "learning_rate": 3.5475e-05, "loss": 0.2678, "step": 1162 }, { "epoch": 2.91, "learning_rate": 3.545e-05, "loss": 0.1845, "step": 1164 }, { "epoch": 2.92, "learning_rate": 3.5425e-05, "loss": 0.1676, "step": 1166 }, { "epoch": 2.92, "learning_rate": 3.54e-05, "loss": 0.205, "step": 1168 }, { "epoch": 2.92, "learning_rate": 3.5375e-05, "loss": 0.3689, "step": 1170 }, { "epoch": 2.93, "learning_rate": 3.535e-05, "loss": 0.0595, "step": 1172 }, { "epoch": 2.94, "learning_rate": 3.5325000000000005e-05, "loss": 0.1113, "step": 1174 }, { "epoch": 2.94, "learning_rate": 3.53e-05, "loss": 0.5781, "step": 1176 }, { "epoch": 2.94, "learning_rate": 3.5275000000000004e-05, "loss": 0.1274, "step": 1178 }, { "epoch": 2.95, "learning_rate": 3.525e-05, "loss": 0.0737, "step": 1180 }, { "epoch": 2.96, "learning_rate": 3.5225e-05, "loss": 0.169, "step": 1182 }, { "epoch": 2.96, "learning_rate": 3.52e-05, "loss": 0.1855, "step": 1184 }, { "epoch": 2.96, "learning_rate": 3.5175e-05, "loss": 0.1207, "step": 1186 }, { "epoch": 2.97, "learning_rate": 3.515e-05, "loss": 0.2846, "step": 1188 }, { "epoch": 2.98, "learning_rate": 3.5125e-05, "loss": 0.2958, "step": 1190 }, { "epoch": 2.98, "learning_rate": 3.51e-05, "loss": 0.3242, "step": 1192 }, { "epoch": 2.98, "learning_rate": 3.5075000000000006e-05, "loss": 0.2893, "step": 1194 }, { "epoch": 2.99, "learning_rate": 3.505e-05, "loss": 0.2842, "step": 1196 }, { "epoch": 3.0, "learning_rate": 3.5025000000000004e-05, "loss": 0.2714, "step": 1198 }, { "epoch": 3.0, "learning_rate": 3.5e-05, "loss": 0.3058, "step": 1200 }, { "epoch": 3.0, "eval_accuracy": 0.7556953969672984, "eval_f1": 0.7496529757688725, "eval_loss": 0.4001426696777344, "eval_precision": 0.7470013420094054, "eval_recall": 0.7556953969672984, "eval_runtime": 46.5671, "eval_samples_per_second": 17.18, "eval_steps_per_second": 2.147, "step": 1200 } ], "max_steps": 4000, "num_train_epochs": 10, "total_flos": 2.077633511424e+16, "trial_name": null, "trial_params": null }