LabiraPJOK_1_1000 / README.md

Training in progress epoch 601

8c31473 6 months ago

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	---
	library_name: transformers
	license: mit
	base_model: indolem/indobert-base-uncased
	tags:
	- generated_from_keras_callback
	model-index:
	- name: Labira/LabiraPJOK_1_1000
	results: []
	---

	<!-- This model card has been generated automatically according to the information Keras had access to. You should
	probably proofread and complete it, then remove this comment. -->

	# Labira/LabiraPJOK_1_1000

	This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
	It achieves the following results on the evaluation set:
	- Train Loss: 0.0002
	- Validation Loss: 9.9262
	- Epoch: 601

	## Model description

	More information needed

	## Intended uses & limitations

	More information needed

	## Training and evaluation data

	More information needed

	## Training procedure

	### Training hyperparameters

	The following hyperparameters were used during training:
	- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
	- training_precision: float32

	### Training results

	\| Train Loss \| Validation Loss \| Epoch \|
	\|:----------:\|:---------------:\|:-----:\|
	\| 0.0001 \| 9.6501 \| 0 \|
	\| 0.0034 \| 9.5974 \| 1 \|
	\| 0.0003 \| 10.0861 \| 2 \|
	\| 0.0002 \| 10.1612 \| 3 \|
	\| 0.0008 \| 10.4517 \| 4 \|
	\| 0.0030 \| 8.3722 \| 5 \|
	\| 0.0039 \| 7.8005 \| 6 \|
	\| 0.0018 \| 8.1554 \| 7 \|
	\| 0.0024 \| 8.7739 \| 8 \|
	\| 0.0188 \| 8.6329 \| 9 \|
	\| 0.0002 \| 7.9693 \| 10 \|
	\| 0.0122 \| 7.7384 \| 11 \|
	\| 0.0589 \| 7.3640 \| 12 \|
	\| 0.0052 \| 7.0623 \| 13 \|
	\| 0.0275 \| 6.9441 \| 14 \|
	\| 0.0078 \| 6.9619 \| 15 \|
	\| 0.0034 \| 7.0683 \| 16 \|
	\| 0.0024 \| 7.2316 \| 17 \|
	\| 0.0032 \| 7.4059 \| 18 \|
	\| 0.0027 \| 7.5626 \| 19 \|
	\| 0.0013 \| 7.6893 \| 20 \|
	\| 0.0011 \| 7.7900 \| 21 \|
	\| 0.0006 \| 7.8847 \| 22 \|
	\| 0.0018 \| 7.9765 \| 23 \|
	\| 0.0010 \| 8.0591 \| 24 \|
	\| 0.0006 \| 8.1591 \| 25 \|
	\| 0.0010 \| 8.2419 \| 26 \|
	\| 0.0004 \| 8.3106 \| 27 \|
	\| 0.0008 \| 8.3770 \| 28 \|
	\| 0.0004 \| 8.4383 \| 29 \|
	\| 0.0004 \| 8.4933 \| 30 \|
	\| 0.0002 \| 8.5384 \| 31 \|
	\| 0.0003 \| 8.5775 \| 32 \|
	\| 0.0003 \| 8.6107 \| 33 \|
	\| 0.0003 \| 8.6378 \| 34 \|
	\| 0.0003 \| 8.6608 \| 35 \|
	\| 0.0002 \| 8.6817 \| 36 \|
	\| 0.0003 \| 8.7030 \| 37 \|
	\| 0.0003 \| 8.7217 \| 38 \|
	\| 0.0002 \| 8.7372 \| 39 \|
	\| 0.0001 \| 8.7523 \| 40 \|
	\| 0.0002 \| 8.7667 \| 41 \|
	\| 0.0002 \| 8.7803 \| 42 \|
	\| 0.0002 \| 8.7933 \| 43 \|
	\| 0.0001 \| 8.8060 \| 44 \|
	\| 0.0002 \| 8.8176 \| 45 \|
	\| 0.0001 \| 8.8286 \| 46 \|
	\| 0.0002 \| 8.8406 \| 47 \|
	\| 0.0005 \| 8.8554 \| 48 \|
	\| 0.0002 \| 8.8717 \| 49 \|
	\| 0.0001 \| 8.8861 \| 50 \|
	\| 0.0002 \| 8.8997 \| 51 \|
	\| 0.0001 \| 8.9143 \| 52 \|
	\| 0.0001 \| 8.9272 \| 53 \|
	\| 0.0003 \| 8.9389 \| 54 \|
	\| 0.0003 \| 8.9515 \| 55 \|
	\| 0.0001 \| 8.9627 \| 56 \|
	\| 0.0003 \| 8.9696 \| 57 \|
	\| 0.0001 \| 8.9713 \| 58 \|
	\| 0.0001 \| 8.9752 \| 59 \|
	\| 0.0001 \| 8.9809 \| 60 \|
	\| 0.0001 \| 8.9890 \| 61 \|
	\| 0.0001 \| 9.0001 \| 62 \|
	\| 0.0001 \| 9.0100 \| 63 \|
	\| 0.0001 \| 9.0197 \| 64 \|
	\| 0.0001 \| 9.0296 \| 65 \|
	\| 0.0001 \| 9.0392 \| 66 \|
	\| 0.0001 \| 9.0493 \| 67 \|
	\| 0.0001 \| 9.0603 \| 68 \|
	\| 0.0001 \| 9.0702 \| 69 \|
	\| 0.0001 \| 9.0795 \| 70 \|
	\| 0.0001 \| 9.0885 \| 71 \|
	\| 0.0001 \| 9.0963 \| 72 \|
	\| 0.0001 \| 9.1046 \| 73 \|
	\| 0.0002 \| 9.1157 \| 74 \|
	\| 0.0001 \| 9.1271 \| 75 \|
	\| 0.0002 \| 9.1424 \| 76 \|
	\| 0.0001 \| 9.1518 \| 77 \|
	\| 0.0001 \| 9.1585 \| 78 \|
	\| 0.0001 \| 9.1651 \| 79 \|
	\| 0.0001 \| 9.1712 \| 80 \|
	\| 0.0001 \| 9.1772 \| 81 \|
	\| 0.0001 \| 9.1897 \| 82 \|
	\| 0.0001 \| 9.2003 \| 83 \|
	\| 0.0001 \| 9.2088 \| 84 \|
	\| 0.0002 \| 9.2182 \| 85 \|
	\| 0.0001 \| 9.2261 \| 86 \|
	\| 0.0001 \| 9.2336 \| 87 \|
	\| 0.0001 \| 9.2406 \| 88 \|
	\| 0.0001 \| 9.2473 \| 89 \|
	\| 0.0001 \| 9.2533 \| 90 \|
	\| 0.0001 \| 9.2610 \| 91 \|
	\| 0.0001 \| 9.2686 \| 92 \|
	\| 0.0001 \| 9.2754 \| 93 \|
	\| 0.0001 \| 9.2818 \| 94 \|
	\| 0.0001 \| 9.2900 \| 95 \|
	\| 0.0001 \| 9.2983 \| 96 \|
	\| 0.0001 \| 9.3054 \| 97 \|
	\| 0.0001 \| 9.3118 \| 98 \|
	\| 0.0001 \| 9.3172 \| 99 \|
	\| 0.0001 \| 9.3222 \| 100 \|
	\| 0.0001 \| 9.3147 \| 101 \|
	\| 0.0001 \| 9.3362 \| 102 \|
	\| 0.0002 \| 9.3506 \| 103 \|
	\| 0.0001 \| 9.3531 \| 104 \|
	\| 0.0001 \| 9.3393 \| 105 \|
	\| 0.0000 \| 9.3281 \| 106 \|
	\| 0.0001 \| 9.3220 \| 107 \|
	\| 0.0001 \| 9.3193 \| 108 \|
	\| 0.0001 \| 9.3187 \| 109 \|
	\| 0.0000 \| 9.3196 \| 110 \|
	\| 0.0001 \| 9.3216 \| 111 \|
	\| 0.0001 \| 9.3245 \| 112 \|
	\| 0.0001 \| 9.3273 \| 113 \|
	\| 0.0001 \| 9.3303 \| 114 \|
	\| 0.0001 \| 9.3338 \| 115 \|
	\| 0.0001 \| 9.3384 \| 116 \|
	\| 0.0001 \| 9.3432 \| 117 \|
	\| 0.0001 \| 9.3483 \| 118 \|
	\| 0.0001 \| 9.3531 \| 119 \|
	\| 0.0001 \| 9.3573 \| 120 \|
	\| 0.0001 \| 9.3610 \| 121 \|
	\| 0.0001 \| 9.3643 \| 122 \|
	\| 0.0001 \| 9.3687 \| 123 \|
	\| 0.0001 \| 9.3732 \| 124 \|
	\| 0.0001 \| 9.3780 \| 125 \|
	\| 0.0000 \| 9.3824 \| 126 \|
	\| 0.0001 \| 9.3865 \| 127 \|
	\| 0.0001 \| 9.3905 \| 128 \|
	\| 0.0001 \| 9.3951 \| 129 \|
	\| 0.0001 \| 9.3995 \| 130 \|
	\| 0.0001 \| 9.4037 \| 131 \|
	\| 0.0001 \| 9.4083 \| 132 \|
	\| 0.0013 \| 9.4372 \| 133 \|
	\| 0.0008 \| 9.4409 \| 134 \|
	\| 0.0000 \| 9.4073 \| 135 \|
	\| 0.0008 \| 9.3225 \| 136 \|
	\| 0.0001 \| 9.2363 \| 137 \|
	\| 0.0002 \| 9.2013 \| 138 \|
	\| 0.0001 \| 9.2289 \| 139 \|
	\| 0.0001 \| 9.2819 \| 140 \|
	\| 0.0001 \| 9.3425 \| 141 \|
	\| 0.0001 \| 9.3922 \| 142 \|
	\| 0.0001 \| 9.4310 \| 143 \|
	\| 0.0001 \| 9.4620 \| 144 \|
	\| 0.0001 \| 9.4870 \| 145 \|
	\| 0.0011 \| 9.5401 \| 146 \|
	\| 0.0000 \| 9.5858 \| 147 \|
	\| 0.0002 \| 9.5924 \| 148 \|
	\| 0.0001 \| 9.5913 \| 149 \|
	\| 0.0001 \| 9.6178 \| 150 \|
	\| 0.0001 \| 9.6332 \| 151 \|
	\| 0.0001 \| 9.6430 \| 152 \|
	\| 0.0003 \| 9.6459 \| 153 \|
	\| 0.0001 \| 9.6463 \| 154 \|
	\| 0.0001 \| 9.6472 \| 155 \|
	\| 0.0001 \| 9.6544 \| 156 \|
	\| 0.0000 \| 9.6615 \| 157 \|
	\| 0.0001 \| 9.6680 \| 158 \|
	\| 0.0001 \| 9.6740 \| 159 \|
	\| 0.0001 \| 9.6796 \| 160 \|
	\| 0.0001 \| 9.6860 \| 161 \|
	\| 0.0001 \| 9.6925 \| 162 \|
	\| 0.0001 \| 9.6989 \| 163 \|
	\| 0.0001 \| 9.7053 \| 164 \|
	\| 0.0000 \| 9.7107 \| 165 \|
	\| 0.0002 \| 9.7178 \| 166 \|
	\| 0.0001 \| 9.7273 \| 167 \|
	\| 0.0000 \| 9.7357 \| 168 \|
	\| 0.0001 \| 9.7433 \| 169 \|
	\| 0.0000 \| 9.7502 \| 170 \|
	\| 0.0000 \| 9.7561 \| 171 \|
	\| 0.0000 \| 9.7614 \| 172 \|
	\| 0.0000 \| 9.7660 \| 173 \|
	\| 0.0000 \| 9.7712 \| 174 \|
	\| 0.0001 \| 9.7758 \| 175 \|
	\| 0.0002 \| 9.7628 \| 176 \|
	\| 0.0000 \| 9.7755 \| 177 \|
	\| 0.0000 \| 9.7870 \| 178 \|
	\| 0.0000 \| 9.7980 \| 179 \|
	\| 0.0000 \| 9.8061 \| 180 \|
	\| 0.0001 \| 9.8150 \| 181 \|
	\| 0.0000 \| 9.8227 \| 182 \|
	\| 0.0000 \| 9.8283 \| 183 \|
	\| 0.0001 \| 9.8337 \| 184 \|
	\| 0.0000 \| 9.8391 \| 185 \|
	\| 0.0000 \| 9.8434 \| 186 \|
	\| 0.0000 \| 9.8475 \| 187 \|
	\| 0.0000 \| 9.8513 \| 188 \|
	\| 0.0001 \| 9.8550 \| 189 \|
	\| 0.0000 \| 9.8586 \| 190 \|
	\| 0.0000 \| 9.8617 \| 191 \|
	\| 0.0000 \| 9.8648 \| 192 \|
	\| 0.0001 \| 9.8678 \| 193 \|
	\| 0.0001 \| 9.8728 \| 194 \|
	\| 0.0000 \| 9.8769 \| 195 \|
	\| 0.0000 \| 9.8807 \| 196 \|
	\| 0.0001 \| 9.8841 \| 197 \|
	\| 0.0000 \| 9.8872 \| 198 \|
	\| 0.0001 \| 9.8906 \| 199 \|
	\| 0.0000 \| 9.8942 \| 200 \|
	\| 0.0000 \| 9.8978 \| 201 \|
	\| 0.0000 \| 9.9007 \| 202 \|
	\| 0.0000 \| 9.9045 \| 203 \|
	\| 0.0000 \| 9.9087 \| 204 \|
	\| 0.0000 \| 9.9121 \| 205 \|
	\| 0.0000 \| 9.9157 \| 206 \|
	\| 0.0000 \| 9.9188 \| 207 \|
	\| 0.0001 \| 9.9215 \| 208 \|
	\| 0.0000 \| 9.9238 \| 209 \|
	\| 0.0000 \| 9.9261 \| 210 \|
	\| 0.0000 \| 9.9284 \| 211 \|
	\| 0.0000 \| 9.9308 \| 212 \|
	\| 0.0000 \| 9.9336 \| 213 \|
	\| 0.0000 \| 9.9364 \| 214 \|
	\| 0.0000 \| 9.9390 \| 215 \|
	\| 0.0000 \| 9.9414 \| 216 \|
	\| 0.0000 \| 9.9436 \| 217 \|
	\| 0.0000 \| 9.9456 \| 218 \|
	\| 0.0000 \| 9.9477 \| 219 \|
	\| 0.0000 \| 9.9501 \| 220 \|
	\| 0.0000 \| 9.9524 \| 221 \|
	\| 0.0000 \| 9.9545 \| 222 \|
	\| 0.0000 \| 9.9570 \| 223 \|
	\| 0.0000 \| 9.9596 \| 224 \|
	\| 0.0000 \| 9.9621 \| 225 \|
	\| 0.0000 \| 9.9648 \| 226 \|
	\| 0.0000 \| 9.9680 \| 227 \|
	\| 0.0001 \| 9.9714 \| 228 \|
	\| 0.0000 \| 9.9746 \| 229 \|
	\| 0.0001 \| 9.9784 \| 230 \|
	\| 0.0000 \| 9.9831 \| 231 \|
	\| 0.0000 \| 9.9937 \| 232 \|
	\| 0.0000 \| 10.0026 \| 233 \|
	\| 0.0000 \| 10.0096 \| 234 \|
	\| 0.0000 \| 10.0150 \| 235 \|
	\| 0.0000 \| 10.0193 \| 236 \|
	\| 0.0000 \| 10.0226 \| 237 \|
	\| 0.0000 \| 10.0252 \| 238 \|
	\| 0.0000 \| 10.0281 \| 239 \|
	\| 0.0000 \| 10.0311 \| 240 \|
	\| 0.0000 \| 10.0340 \| 241 \|
	\| 0.0000 \| 10.0369 \| 242 \|
	\| 0.0000 \| 10.0394 \| 243 \|
	\| 0.0001 \| 10.0410 \| 244 \|
	\| 0.0000 \| 10.0415 \| 245 \|
	\| 0.0000 \| 10.0422 \| 246 \|
	\| 0.0000 \| 10.0431 \| 247 \|
	\| 0.0000 \| 10.0436 \| 248 \|
	\| 0.0000 \| 10.0449 \| 249 \|
	\| 0.0000 \| 10.0465 \| 250 \|
	\| 0.0000 \| 10.0485 \| 251 \|
	\| 0.0000 \| 10.0509 \| 252 \|
	\| 0.0000 \| 10.0534 \| 253 \|
	\| 0.0000 \| 10.0563 \| 254 \|
	\| 0.0000 \| 10.0617 \| 255 \|
	\| 0.0000 \| 10.0665 \| 256 \|
	\| 0.0000 \| 10.0805 \| 257 \|
	\| 0.0001 \| 10.0917 \| 258 \|
	\| 0.0001 \| 10.1007 \| 259 \|
	\| 0.0000 \| 10.1073 \| 260 \|
	\| 0.0000 \| 10.1123 \| 261 \|
	\| 0.0000 \| 10.1162 \| 262 \|
	\| 0.0000 \| 10.1194 \| 263 \|
	\| 0.0000 \| 10.1223 \| 264 \|
	\| 0.0000 \| 10.1252 \| 265 \|
	\| 0.0001 \| 10.1346 \| 266 \|
	\| 0.0000 \| 10.1419 \| 267 \|
	\| 0.0000 \| 10.1490 \| 268 \|
	\| 0.0000 \| 10.1544 \| 269 \|
	\| 0.0000 \| 10.1589 \| 270 \|
	\| 0.0000 \| 10.1629 \| 271 \|
	\| 0.0000 \| 10.1661 \| 272 \|
	\| 0.0000 \| 10.1687 \| 273 \|
	\| 0.0001 \| 10.1739 \| 274 \|
	\| 0.0000 \| 10.1830 \| 275 \|
	\| 0.0000 \| 10.1901 \| 276 \|
	\| 0.0000 \| 10.1959 \| 277 \|
	\| 0.0000 \| 10.2010 \| 278 \|
	\| 0.0000 \| 10.2056 \| 279 \|
	\| 0.0000 \| 10.2091 \| 280 \|
	\| 0.0000 \| 10.2123 \| 281 \|
	\| 0.0000 \| 10.2154 \| 282 \|
	\| 0.0000 \| 10.2183 \| 283 \|
	\| 0.0000 \| 10.2208 \| 284 \|
	\| 0.0000 \| 10.2230 \| 285 \|
	\| 0.0000 \| 10.2254 \| 286 \|
	\| 0.0000 \| 10.2276 \| 287 \|
	\| 0.0000 \| 10.2292 \| 288 \|
	\| 0.0000 \| 10.2312 \| 289 \|
	\| 0.0000 \| 10.2331 \| 290 \|
	\| 0.0000 \| 10.2353 \| 291 \|
	\| 0.0000 \| 10.2385 \| 292 \|
	\| 0.0000 \| 10.2436 \| 293 \|
	\| 0.0000 \| 10.2478 \| 294 \|
	\| 0.0000 \| 10.2512 \| 295 \|
	\| 0.0001 \| 10.2552 \| 296 \|
	\| 0.0000 \| 10.2602 \| 297 \|
	\| 0.0000 \| 10.2641 \| 298 \|
	\| 0.0000 \| 10.2673 \| 299 \|
	\| 0.0000 \| 10.2700 \| 300 \|
	\| 0.0000 \| 10.2725 \| 301 \|
	\| 0.0000 \| 10.2749 \| 302 \|
	\| 0.0000 \| 10.2826 \| 303 \|
	\| 0.0000 \| 10.2887 \| 304 \|
	\| 0.0000 \| 10.2935 \| 305 \|
	\| 0.0000 \| 10.2975 \| 306 \|
	\| 0.0000 \| 10.3008 \| 307 \|
	\| 0.0000 \| 10.3037 \| 308 \|
	\| 0.0000 \| 10.3062 \| 309 \|
	\| 0.0000 \| 10.3084 \| 310 \|
	\| 0.0000 \| 10.3103 \| 311 \|
	\| 0.0000 \| 10.3125 \| 312 \|
	\| 0.0000 \| 10.3143 \| 313 \|
	\| 0.0000 \| 10.3159 \| 314 \|
	\| 0.0000 \| 10.3188 \| 315 \|
	\| 0.0000 \| 10.3213 \| 316 \|
	\| 0.0000 \| 10.3233 \| 317 \|
	\| 0.0000 \| 10.3250 \| 318 \|
	\| 0.0000 \| 10.3264 \| 319 \|
	\| 0.0000 \| 10.3272 \| 320 \|
	\| 0.0000 \| 10.3280 \| 321 \|
	\| 0.0000 \| 10.3288 \| 322 \|
	\| 0.0000 \| 10.3298 \| 323 \|
	\| 0.0000 \| 10.3308 \| 324 \|
	\| 0.0000 \| 10.3322 \| 325 \|
	\| 0.0000 \| 10.3335 \| 326 \|
	\| 0.0000 \| 10.3346 \| 327 \|
	\| 0.0000 \| 10.3358 \| 328 \|
	\| 0.0000 \| 10.3375 \| 329 \|
	\| 0.0000 \| 10.3390 \| 330 \|
	\| 0.0000 \| 10.3403 \| 331 \|
	\| 0.0000 \| 10.3416 \| 332 \|
	\| 0.0000 \| 10.3429 \| 333 \|
	\| 0.0000 \| 10.3443 \| 334 \|
	\| 0.0000 \| 10.3458 \| 335 \|
	\| 0.0000 \| 10.3472 \| 336 \|
	\| 0.0000 \| 10.3486 \| 337 \|
	\| 0.0000 \| 10.3504 \| 338 \|
	\| 0.0000 \| 10.3520 \| 339 \|
	\| 0.0000 \| 10.3534 \| 340 \|
	\| 0.0000 \| 10.3522 \| 341 \|
	\| 0.0000 \| 10.3512 \| 342 \|
	\| 0.0000 \| 10.3508 \| 343 \|
	\| 0.0000 \| 10.3506 \| 344 \|
	\| 0.0000 \| 10.3509 \| 345 \|
	\| 0.0000 \| 10.3511 \| 346 \|
	\| 0.0000 \| 10.3514 \| 347 \|
	\| 0.0000 \| 10.3520 \| 348 \|
	\| 0.0000 \| 10.3525 \| 349 \|
	\| 0.0000 \| 10.3531 \| 350 \|
	\| 0.0000 \| 10.3538 \| 351 \|
	\| 0.0000 \| 10.3546 \| 352 \|
	\| 0.0000 \| 10.3556 \| 353 \|
	\| 0.0000 \| 10.3569 \| 354 \|
	\| 0.0000 \| 10.3581 \| 355 \|
	\| 0.0000 \| 10.3594 \| 356 \|
	\| 0.0000 \| 10.3608 \| 357 \|
	\| 0.0000 \| 10.3637 \| 358 \|
	\| 0.0000 \| 10.3668 \| 359 \|
	\| 0.0000 \| 10.3694 \| 360 \|
	\| 0.0000 \| 10.3717 \| 361 \|
	\| 0.0000 \| 10.3739 \| 362 \|
	\| 0.0000 \| 10.3755 \| 363 \|
	\| 0.0000 \| 10.3786 \| 364 \|
	\| 0.0000 \| 10.3811 \| 365 \|
	\| 0.0000 \| 10.3832 \| 366 \|
	\| 0.0000 \| 10.3858 \| 367 \|
	\| 0.0000 \| 10.3876 \| 368 \|
	\| 0.0000 \| 10.3888 \| 369 \|
	\| 0.0000 \| 10.3898 \| 370 \|
	\| 0.0000 \| 10.3912 \| 371 \|
	\| 0.0000 \| 10.3927 \| 372 \|
	\| 0.0000 \| 10.3941 \| 373 \|
	\| 0.0000 \| 10.3952 \| 374 \|
	\| 0.0000 \| 10.3964 \| 375 \|
	\| 0.0000 \| 10.3975 \| 376 \|
	\| 0.0001 \| 10.3813 \| 377 \|
	\| 0.0000 \| 10.3418 \| 378 \|
	\| 0.0000 \| 10.3135 \| 379 \|
	\| 0.0000 \| 10.2937 \| 380 \|
	\| 0.0000 \| 10.2792 \| 381 \|
	\| 0.0000 \| 10.2684 \| 382 \|
	\| 0.0000 \| 10.2599 \| 383 \|
	\| 0.0000 \| 10.2538 \| 384 \|
	\| 0.0000 \| 10.2494 \| 385 \|
	\| 0.0000 \| 10.2468 \| 386 \|
	\| 0.0000 \| 10.2454 \| 387 \|
	\| 0.0000 \| 10.2444 \| 388 \|
	\| 0.0000 \| 10.2438 \| 389 \|
	\| 0.0000 \| 10.2435 \| 390 \|
	\| 0.0000 \| 10.2437 \| 391 \|
	\| 0.0000 \| 10.2445 \| 392 \|
	\| 0.0000 \| 10.2455 \| 393 \|
	\| 0.0000 \| 10.2462 \| 394 \|
	\| 0.0000 \| 10.2471 \| 395 \|
	\| 0.0000 \| 10.2477 \| 396 \|
	\| 0.0000 \| 10.2484 \| 397 \|
	\| 0.0001 \| 10.2665 \| 398 \|
	\| 0.0000 \| 10.2866 \| 399 \|
	\| 0.0000 \| 10.3004 \| 400 \|
	\| 0.0000 \| 10.3104 \| 401 \|
	\| 0.0000 \| 10.3177 \| 402 \|
	\| 0.0000 \| 10.3235 \| 403 \|
	\| 0.0000 \| 10.3285 \| 404 \|
	\| 0.0000 \| 10.3331 \| 405 \|
	\| 0.0000 \| 10.3367 \| 406 \|
	\| 0.0000 \| 10.3396 \| 407 \|
	\| 0.0000 \| 10.3423 \| 408 \|
	\| 0.0000 \| 10.3447 \| 409 \|
	\| 0.0000 \| 10.3466 \| 410 \|
	\| 0.0000 \| 10.3484 \| 411 \|
	\| 0.0000 \| 10.3513 \| 412 \|
	\| 0.0003 \| 10.3343 \| 413 \|
	\| 0.0000 \| 10.3289 \| 414 \|
	\| 0.0000 \| 10.3240 \| 415 \|
	\| 0.0000 \| 10.3201 \| 416 \|
	\| 0.0000 \| 10.3158 \| 417 \|
	\| 0.0000 \| 10.3114 \| 418 \|
	\| 0.0000 \| 10.3058 \| 419 \|
	\| 0.0000 \| 10.3015 \| 420 \|
	\| 0.0001 \| 10.2986 \| 421 \|
	\| 0.0000 \| 10.2914 \| 422 \|
	\| 0.0001 \| 10.2997 \| 423 \|
	\| 0.0000 \| 10.2960 \| 424 \|
	\| 0.0000 \| 10.2921 \| 425 \|
	\| 0.0000 \| 10.2912 \| 426 \|
	\| 0.0000 \| 10.2903 \| 427 \|
	\| 0.0000 \| 10.2900 \| 428 \|
	\| 0.0000 \| 10.2912 \| 429 \|
	\| 0.0000 \| 10.2930 \| 430 \|
	\| 0.0000 \| 10.2858 \| 431 \|
	\| 0.0000 \| 10.2888 \| 432 \|
	\| 0.0000 \| 10.2922 \| 433 \|
	\| 0.0000 \| 10.2946 \| 434 \|
	\| 0.0000 \| 10.2973 \| 435 \|
	\| 0.0000 \| 10.3008 \| 436 \|
	\| 0.0000 \| 10.3021 \| 437 \|
	\| 0.0000 \| 10.3024 \| 438 \|
	\| 0.0000 \| 10.3025 \| 439 \|
	\| 0.0000 \| 10.3026 \| 440 \|
	\| 0.0000 \| 10.3032 \| 441 \|
	\| 0.0000 \| 10.3038 \| 442 \|
	\| 0.0000 \| 10.3045 \| 443 \|
	\| 0.0000 \| 10.3074 \| 444 \|
	\| 0.0000 \| 10.3092 \| 445 \|
	\| 0.0000 \| 10.3109 \| 446 \|
	\| 0.0000 \| 10.3120 \| 447 \|
	\| 0.0000 \| 10.3133 \| 448 \|
	\| 0.0000 \| 10.3141 \| 449 \|
	\| 0.0000 \| 10.3150 \| 450 \|
	\| 0.0000 \| 10.3157 \| 451 \|
	\| 0.0001 \| 10.3184 \| 452 \|
	\| 0.0000 \| 10.3236 \| 453 \|
	\| 0.0000 \| 10.3267 \| 454 \|
	\| 0.0000 \| 10.3289 \| 455 \|
	\| 0.0000 \| 10.3308 \| 456 \|
	\| 0.0000 \| 10.3327 \| 457 \|
	\| 0.0000 \| 10.3342 \| 458 \|
	\| 0.0000 \| 10.3356 \| 459 \|
	\| 0.0000 \| 10.3370 \| 460 \|
	\| 0.0000 \| 10.3383 \| 461 \|
	\| 0.0000 \| 10.3394 \| 462 \|
	\| 0.0000 \| 10.3407 \| 463 \|
	\| 0.0000 \| 10.3419 \| 464 \|
	\| 0.0000 \| 10.3430 \| 465 \|
	\| 0.0000 \| 10.3440 \| 466 \|
	\| 0.0000 \| 10.3451 \| 467 \|
	\| 0.0000 \| 10.3458 \| 468 \|
	\| 0.0000 \| 10.3459 \| 469 \|
	\| 0.0000 \| 10.3455 \| 470 \|
	\| 0.0000 \| 10.3446 \| 471 \|
	\| 0.0000 \| 10.3446 \| 472 \|
	\| 0.0000 \| 10.3445 \| 473 \|
	\| 0.0000 \| 10.3447 \| 474 \|
	\| 0.0000 \| 10.3455 \| 475 \|
	\| 0.0000 \| 10.3462 \| 476 \|
	\| 0.0000 \| 10.3470 \| 477 \|
	\| 0.0000 \| 10.3490 \| 478 \|
	\| 0.0000 \| 10.3513 \| 479 \|
	\| 0.0000 \| 10.3529 \| 480 \|
	\| 0.0000 \| 10.3543 \| 481 \|
	\| 0.0000 \| 10.3550 \| 482 \|
	\| 0.0000 \| 10.3555 \| 483 \|
	\| 0.0000 \| 10.3562 \| 484 \|
	\| 0.0000 \| 10.3573 \| 485 \|
	\| 0.0000 \| 10.3584 \| 486 \|
	\| 0.0000 \| 10.3595 \| 487 \|
	\| 0.0000 \| 10.3605 \| 488 \|
	\| 0.0000 \| 10.3612 \| 489 \|
	\| 0.0000 \| 10.3618 \| 490 \|
	\| 0.0000 \| 10.3623 \| 491 \|
	\| 0.0000 \| 10.3627 \| 492 \|
	\| 0.0000 \| 10.3627 \| 493 \|
	\| 0.0000 \| 10.3622 \| 494 \|
	\| 0.0000 \| 10.3650 \| 495 \|
	\| 0.0000 \| 10.3675 \| 496 \|
	\| 0.0000 \| 10.3697 \| 497 \|
	\| 0.0043 \| 10.4431 \| 498 \|
	\| 0.0020 \| 10.4749 \| 499 \|
	\| 0.0012 \| 10.5782 \| 500 \|
	\| 0.0070 \| 10.9719 \| 501 \|
	\| 0.0006 \| 11.2452 \| 502 \|
	\| 0.0001 \| 11.3432 \| 503 \|
	\| 0.0001 \| 11.3358 \| 504 \|
	\| 0.0010 \| 11.4342 \| 505 \|
	\| 0.0001 \| 11.5136 \| 506 \|
	\| 0.0001 \| 11.3794 \| 507 \|
	\| 0.0002 \| 11.1940 \| 508 \|
	\| 0.0000 \| 11.0311 \| 509 \|
	\| 0.0001 \| 10.9090 \| 510 \|
	\| 0.0000 \| 10.8221 \| 511 \|
	\| 0.0001 \| 10.7644 \| 512 \|
	\| 0.0001 \| 10.7298 \| 513 \|
	\| 0.0001 \| 10.7126 \| 514 \|
	\| 0.0000 \| 10.7028 \| 515 \|
	\| 0.0001 \| 10.7011 \| 516 \|
	\| 0.0002 \| 10.7416 \| 517 \|
	\| 0.0001 \| 10.7964 \| 518 \|
	\| 0.0000 \| 10.8388 \| 519 \|
	\| 0.0001 \| 10.8703 \| 520 \|
	\| 0.0000 \| 10.8940 \| 521 \|
	\| 0.0000 \| 10.9116 \| 522 \|
	\| 0.0001 \| 10.9285 \| 523 \|
	\| 0.0003 \| 10.9472 \| 524 \|
	\| 0.0000 \| 10.9621 \| 525 \|
	\| 0.0001 \| 10.9769 \| 526 \|
	\| 0.0001 \| 10.9842 \| 527 \|
	\| 0.0001 \| 10.9865 \| 528 \|
	\| 0.0000 \| 10.9904 \| 529 \|
	\| 0.0001 \| 10.9940 \| 530 \|
	\| 0.0000 \| 11.0002 \| 531 \|
	\| 0.0000 \| 11.0063 \| 532 \|
	\| 0.0002 \| 11.0065 \| 533 \|
	\| 0.0000 \| 11.0075 \| 534 \|
	\| 0.0001 \| 11.0106 \| 535 \|
	\| 0.0000 \| 11.0149 \| 536 \|
	\| 0.0000 \| 11.0195 \| 537 \|
	\| 0.0000 \| 11.0246 \| 538 \|
	\| 0.0001 \| 11.0290 \| 539 \|
	\| 0.0000 \| 11.0328 \| 540 \|
	\| 0.0000 \| 11.0360 \| 541 \|
	\| 0.0000 \| 11.0419 \| 542 \|
	\| 0.0000 \| 11.0480 \| 543 \|
	\| 0.0005 \| 11.0250 \| 544 \|
	\| 0.0000 \| 10.9599 \| 545 \|
	\| 0.0000 \| 10.9138 \| 546 \|
	\| 0.0000 \| 10.8844 \| 547 \|
	\| 0.0000 \| 10.8653 \| 548 \|
	\| 0.0001 \| 10.8522 \| 549 \|
	\| 0.0001 \| 10.8468 \| 550 \|
	\| 0.0000 \| 10.8436 \| 551 \|
	\| 0.0000 \| 10.8418 \| 552 \|
	\| 0.0000 \| 10.8416 \| 553 \|
	\| 0.0000 \| 10.8426 \| 554 \|
	\| 0.0000 \| 10.8443 \| 555 \|
	\| 0.0000 \| 10.8463 \| 556 \|
	\| 0.0000 \| 10.8486 \| 557 \|
	\| 0.0000 \| 10.8529 \| 558 \|
	\| 0.0000 \| 10.8602 \| 559 \|
	\| 0.0000 \| 10.8668 \| 560 \|
	\| 0.0000 \| 10.8721 \| 561 \|
	\| 0.0001 \| 10.8760 \| 562 \|
	\| 0.0001 \| 10.8844 \| 563 \|
	\| 0.0000 \| 10.8925 \| 564 \|
	\| 0.0000 \| 10.8985 \| 565 \|
	\| 0.0000 \| 10.9033 \| 566 \|
	\| 0.0000 \| 10.9093 \| 567 \|
	\| 0.0000 \| 10.9145 \| 568 \|
	\| 0.0000 \| 10.9189 \| 569 \|
	\| 0.0000 \| 10.9228 \| 570 \|
	\| 0.0000 \| 10.9261 \| 571 \|
	\| 0.0000 \| 10.9293 \| 572 \|
	\| 0.0000 \| 10.9329 \| 573 \|
	\| 0.0000 \| 10.9362 \| 574 \|
	\| 0.0000 \| 10.9435 \| 575 \|
	\| 0.0001 \| 10.9503 \| 576 \|
	\| 0.0000 \| 10.9561 \| 577 \|
	\| 0.0000 \| 10.9609 \| 578 \|
	\| 0.0000 \| 10.9648 \| 579 \|
	\| 0.0000 \| 10.9680 \| 580 \|
	\| 0.0000 \| 10.9709 \| 581 \|
	\| 0.0000 \| 10.9733 \| 582 \|
	\| 0.0001 \| 10.9734 \| 583 \|
	\| 0.0000 \| 10.9740 \| 584 \|
	\| 0.0000 \| 10.9753 \| 585 \|
	\| 0.0000 \| 10.9778 \| 586 \|
	\| 0.0001 \| 10.9861 \| 587 \|
	\| 0.0000 \| 11.0021 \| 588 \|
	\| 0.0000 \| 11.0140 \| 589 \|
	\| 0.0000 \| 11.0237 \| 590 \|
	\| 0.0000 \| 11.0310 \| 591 \|
	\| 0.0000 \| 11.0356 \| 592 \|
	\| 0.0000 \| 11.0365 \| 593 \|
	\| 0.0000 \| 11.0377 \| 594 \|
	\| 0.0000 \| 11.0392 \| 595 \|
	\| 0.0029 \| 10.6690 \| 596 \|
	\| 0.0002 \| 10.3514 \| 597 \|
	\| 0.0000 \| 10.1675 \| 598 \|
	\| 0.0001 \| 10.0552 \| 599 \|
	\| 0.0000 \| 9.9806 \| 600 \|
	\| 0.0002 \| 9.9262 \| 601 \|


	### Framework versions

	- Transformers 4.44.2
	- TensorFlow 2.17.0
	- Datasets 3.0.1
	- Tokenizers 0.19.1