---
library_name: transformers
license: apache-2.0
base_model: t5-small
tags:
- generated_from_keras_callback
model-index:
- name: pijarcandra22/CitraNLP
  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. -->

# pijarcandra22/CitraNLP

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 0.0003
- Validation Loss: 0.0000
- Epoch: 538

## 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': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 3.1520     | 2.2150          | 0     |
| 2.3513     | 1.6796          | 1     |
| 1.9192     | 1.3504          | 2     |
| 1.6169     | 1.1077          | 3     |
| 1.4101     | 0.9114          | 4     |
| 1.2316     | 0.7517          | 5     |
| 1.0950     | 0.6349          | 6     |
| 0.9678     | 0.5294          | 7     |
| 0.8521     | 0.4460          | 8     |
| 0.7654     | 0.3729          | 9     |
| 0.6812     | 0.3165          | 10    |
| 0.6063     | 0.2677          | 11    |
| 0.5479     | 0.2234          | 12    |
| 0.4967     | 0.1922          | 13    |
| 0.4496     | 0.1681          | 14    |
| 0.4149     | 0.1439          | 15    |
| 0.3829     | 0.1280          | 16    |
| 0.3485     | 0.1158          | 17    |
| 0.3271     | 0.1004          | 18    |
| 0.2971     | 0.0895          | 19    |
| 0.2780     | 0.0799          | 20    |
| 0.2624     | 0.0734          | 21    |
| 0.2449     | 0.0662          | 22    |
| 0.2287     | 0.0626          | 23    |
| 0.2151     | 0.0559          | 24    |
| 0.2032     | 0.0525          | 25    |
| 0.1957     | 0.0492          | 26    |
| 0.1816     | 0.0466          | 27    |
| 0.1701     | 0.0432          | 28    |
| 0.1606     | 0.0418          | 29    |
| 0.1589     | 0.0398          | 30    |
| 0.1527     | 0.0370          | 31    |
| 0.1416     | 0.0340          | 32    |
| 0.1332     | 0.0344          | 33    |
| 0.1310     | 0.0318          | 34    |
| 0.1241     | 0.0304          | 35    |
| 0.1161     | 0.0295          | 36    |
| 0.1143     | 0.0281          | 37    |
| 0.1093     | 0.0271          | 38    |
| 0.1025     | 0.0272          | 39    |
| 0.0988     | 0.0258          | 40    |
| 0.0969     | 0.0247          | 41    |
| 0.0945     | 0.0239          | 42    |
| 0.0904     | 0.0232          | 43    |
| 0.0844     | 0.0227          | 44    |
| 0.0838     | 0.0224          | 45    |
| 0.0831     | 0.0216          | 46    |
| 0.0793     | 0.0210          | 47    |
| 0.0754     | 0.0206          | 48    |
| 0.0715     | 0.0204          | 49    |
| 0.0693     | 0.0195          | 50    |
| 0.0692     | 0.0187          | 51    |
| 0.0650     | 0.0183          | 52    |
| 0.0650     | 0.0178          | 53    |
| 0.0615     | 0.0173          | 54    |
| 0.0590     | 0.0171          | 55    |
| 0.0596     | 0.0165          | 56    |
| 0.0566     | 0.0162          | 57    |
| 0.0552     | 0.0159          | 58    |
| 0.0547     | 0.0153          | 59    |
| 0.0527     | 0.0149          | 60    |
| 0.0501     | 0.0147          | 61    |
| 0.0461     | 0.0142          | 62    |
| 0.0462     | 0.0141          | 63    |
| 0.0488     | 0.0137          | 64    |
| 0.0451     | 0.0135          | 65    |
| 0.0449     | 0.0131          | 66    |
| 0.0423     | 0.0134          | 67    |
| 0.0403     | 0.0127          | 68    |
| 0.0392     | 0.0122          | 69    |
| 0.0393     | 0.0119          | 70    |
| 0.0384     | 0.0117          | 71    |
| 0.0359     | 0.0117          | 72    |
| 0.0338     | 0.0111          | 73    |
| 0.0352     | 0.0111          | 74    |
| 0.0355     | 0.0108          | 75    |
| 0.0346     | 0.0106          | 76    |
| 0.0335     | 0.0102          | 77    |
| 0.0309     | 0.0095          | 78    |
| 0.0310     | 0.0094          | 79    |
| 0.0288     | 0.0092          | 80    |
| 0.0282     | 0.0093          | 81    |
| 0.0275     | 0.0089          | 82    |
| 0.0275     | 0.0084          | 83    |
| 0.0276     | 0.0082          | 84    |
| 0.0257     | 0.0079          | 85    |
| 0.0257     | 0.0078          | 86    |
| 0.0252     | 0.0071          | 87    |
| 0.0244     | 0.0070          | 88    |
| 0.0237     | 0.0072          | 89    |
| 0.0223     | 0.0063          | 90    |
| 0.0225     | 0.0059          | 91    |
| 0.0222     | 0.0061          | 92    |
| 0.0220     | 0.0057          | 93    |
| 0.0193     | 0.0054          | 94    |
| 0.0199     | 0.0053          | 95    |
| 0.0205     | 0.0046          | 96    |
| 0.0179     | 0.0043          | 97    |
| 0.0184     | 0.0048          | 98    |
| 0.0180     | 0.0043          | 99    |
| 0.0180     | 0.0037          | 100   |
| 0.0173     | 0.0037          | 101   |
| 0.0158     | 0.0036          | 102   |
| 0.0165     | 0.0032          | 103   |
| 0.0161     | 0.0034          | 104   |
| 0.0153     | 0.0030          | 105   |
| 0.0151     | 0.0026          | 106   |
| 0.0142     | 0.0021          | 107   |
| 0.0161     | 0.0019          | 108   |
| 0.0141     | 0.0018          | 109   |
| 0.0132     | 0.0018          | 110   |
| 0.0120     | 0.0015          | 111   |
| 0.0130     | 0.0011          | 112   |
| 0.0119     | 0.0012          | 113   |
| 0.0115     | 0.0011          | 114   |
| 0.0118     | 0.0009          | 115   |
| 0.0114     | 0.0008          | 116   |
| 0.0110     | 0.0006          | 117   |
| 0.0110     | 0.0006          | 118   |
| 0.0091     | 0.0006          | 119   |
| 0.0102     | 0.0005          | 120   |
| 0.0097     | 0.0005          | 121   |
| 0.0093     | 0.0004          | 122   |
| 0.0092     | 0.0003          | 123   |
| 0.0082     | 0.0003          | 124   |
| 0.0092     | 0.0002          | 125   |
| 0.0083     | 0.0002          | 126   |
| 0.0079     | 0.0002          | 127   |
| 0.0084     | 0.0002          | 128   |
| 0.0085     | 0.0002          | 129   |
| 0.0081     | 0.0001          | 130   |
| 0.0073     | 0.0001          | 131   |
| 0.0068     | 0.0001          | 132   |
| 0.0070     | 0.0001          | 133   |
| 0.0069     | 0.0001          | 134   |
| 0.0071     | 0.0001          | 135   |
| 0.0059     | 0.0001          | 136   |
| 0.0077     | 0.0001          | 137   |
| 0.0071     | 0.0001          | 138   |
| 0.0059     | 0.0000          | 139   |
| 0.0062     | 0.0000          | 140   |
| 0.0059     | 0.0000          | 141   |
| 0.0053     | 0.0000          | 142   |
| 0.0057     | 0.0000          | 143   |
| 0.0056     | 0.0000          | 144   |
| 0.0052     | 0.0000          | 145   |
| 0.0051     | 0.0000          | 146   |
| 0.0054     | 0.0000          | 147   |
| 0.0050     | 0.0000          | 148   |
| 0.0045     | 0.0000          | 149   |
| 0.0049     | 0.0000          | 150   |
| 0.0050     | 0.0000          | 151   |
| 0.0043     | 0.0000          | 152   |
| 0.0048     | 0.0000          | 153   |
| 0.0047     | 0.0000          | 154   |
| 0.0041     | 0.0000          | 155   |
| 0.0043     | 0.0000          | 156   |
| 0.0041     | 0.0000          | 157   |
| 0.0041     | 0.0000          | 158   |
| 0.0049     | 0.0000          | 159   |
| 0.0039     | 0.0000          | 160   |
| 0.0037     | 0.0000          | 161   |
| 0.0033     | 0.0000          | 162   |
| 0.0038     | 0.0000          | 163   |
| 0.0042     | 0.0000          | 164   |
| 0.0040     | 0.0000          | 165   |
| 0.0032     | 0.0000          | 166   |
| 0.0036     | 0.0000          | 167   |
| 0.0031     | 0.0000          | 168   |
| 0.0033     | 0.0000          | 169   |
| 0.0032     | 0.0000          | 170   |
| 0.0032     | 0.0000          | 171   |
| 0.0032     | 0.0000          | 172   |
| 0.0027     | 0.0000          | 173   |
| 0.0032     | 0.0000          | 174   |
| 0.0033     | 0.0000          | 175   |
| 0.0031     | 0.0000          | 176   |
| 0.0026     | 0.0000          | 177   |
| 0.0024     | 0.0000          | 178   |
| 0.0028     | 0.0000          | 179   |
| 0.0027     | 0.0000          | 180   |
| 0.0026     | 0.0000          | 181   |
| 0.0026     | 0.0000          | 182   |
| 0.0026     | 0.0000          | 183   |
| 0.0023     | 0.0000          | 184   |
| 0.0025     | 0.0000          | 185   |
| 0.0020     | 0.0000          | 186   |
| 0.0030     | 0.0000          | 187   |
| 0.0030     | 0.0000          | 188   |
| 0.0023     | 0.0000          | 189   |
| 0.0028     | 0.0000          | 190   |
| 0.0027     | 0.0000          | 191   |
| 0.0018     | 0.0000          | 192   |
| 0.0021     | 0.0000          | 193   |
| 0.0020     | 0.0000          | 194   |
| 0.0015     | 0.0000          | 195   |
| 0.0022     | 0.0000          | 196   |
| 0.0022     | 0.0000          | 197   |
| 0.0017     | 0.0000          | 198   |
| 0.0018     | 0.0000          | 199   |
| 0.0020     | 0.0000          | 200   |
| 0.0016     | 0.0000          | 201   |
| 0.0018     | 0.0000          | 202   |
| 0.0017     | 0.0000          | 203   |
| 0.0018     | 0.0000          | 204   |
| 0.0022     | 0.0000          | 205   |
| 0.0015     | 0.0000          | 206   |
| 0.0016     | 0.0000          | 207   |
| 0.0015     | 0.0000          | 208   |
| 0.0014     | 0.0000          | 209   |
| 0.0020     | 0.0000          | 210   |
| 0.0019     | 0.0000          | 211   |
| 0.0013     | 0.0000          | 212   |
| 0.0023     | 0.0000          | 213   |
| 0.0015     | 0.0000          | 214   |
| 0.0013     | 0.0000          | 215   |
| 0.0022     | 0.0000          | 216   |
| 0.0019     | 0.0000          | 217   |
| 0.0013     | 0.0000          | 218   |
| 0.0016     | 0.0000          | 219   |
| 0.0018     | 0.0000          | 220   |
| 0.0014     | 0.0000          | 221   |
| 0.0018     | 0.0000          | 222   |
| 0.0014     | 0.0000          | 223   |
| 0.0019     | 0.0000          | 224   |
| 0.0011     | 0.0000          | 225   |
| 0.0013     | 0.0000          | 226   |
| 0.0012     | 0.0000          | 227   |
| 0.0014     | 0.0000          | 228   |
| 0.0013     | 0.0000          | 229   |
| 0.0016     | 0.0000          | 230   |
| 0.0015     | 0.0000          | 231   |
| 0.0018     | 0.0000          | 232   |
| 0.0015     | 0.0000          | 233   |
| 0.0016     | 0.0000          | 234   |
| 0.0015     | 0.0000          | 235   |
| 0.0017     | 0.0000          | 236   |
| 0.0011     | 0.0000          | 237   |
| 0.0011     | 0.0000          | 238   |
| 0.0009     | 0.0000          | 239   |
| 0.0011     | 0.0000          | 240   |
| 0.0012     | 0.0000          | 241   |
| 0.0012     | 0.0000          | 242   |
| 0.0015     | 0.0000          | 243   |
| 0.0008     | 0.0000          | 244   |
| 0.0011     | 0.0000          | 245   |
| 0.0009     | 0.0000          | 246   |
| 0.0010     | 0.0000          | 247   |
| 0.0008     | 0.0000          | 248   |
| 0.0011     | 0.0000          | 249   |
| 0.0010     | 0.0000          | 250   |
| 0.0011     | 0.0000          | 251   |
| 0.0014     | 0.0000          | 252   |
| 0.0010     | 0.0000          | 253   |
| 0.0011     | 0.0000          | 254   |
| 0.0008     | 0.0000          | 255   |
| 0.0011     | 0.0000          | 256   |
| 0.0010     | 0.0000          | 257   |
| 0.0010     | 0.0000          | 258   |
| 0.0009     | 0.0000          | 259   |
| 0.0008     | 0.0000          | 260   |
| 0.0009     | 0.0000          | 261   |
| 0.0012     | 0.0000          | 262   |
| 0.0013     | 0.0000          | 263   |
| 0.0008     | 0.0000          | 264   |
| 0.0015     | 0.0000          | 265   |
| 0.0009     | 0.0000          | 266   |
| 0.0012     | 0.0000          | 267   |
| 0.0009     | 0.0000          | 268   |
| 0.0010     | 0.0000          | 269   |
| 0.0010     | 0.0000          | 270   |
| 0.0010     | 0.0000          | 271   |
| 0.0010     | 0.0000          | 272   |
| 0.0007     | 0.0000          | 273   |
| 0.0010     | 0.0000          | 274   |
| 0.0008     | 0.0000          | 275   |
| 0.0006     | 0.0000          | 276   |
| 0.0007     | 0.0000          | 277   |
| 0.0007     | 0.0000          | 278   |
| 0.0011     | 0.0000          | 279   |
| 0.0008     | 0.0000          | 280   |
| 0.0006     | 0.0000          | 281   |
| 0.0005     | 0.0000          | 282   |
| 0.0008     | 0.0000          | 283   |
| 0.0010     | 0.0000          | 284   |
| 0.0006     | 0.0000          | 285   |
| 0.0012     | 0.0000          | 286   |
| 0.0006     | 0.0000          | 287   |
| 0.0010     | 0.0000          | 288   |
| 0.0006     | 0.0000          | 289   |
| 0.0007     | 0.0000          | 290   |
| 0.0005     | 0.0000          | 291   |
| 0.0007     | 0.0000          | 292   |
| 0.0006     | 0.0000          | 293   |
| 0.0005     | 0.0000          | 294   |
| 0.0006     | 0.0000          | 295   |
| 0.0012     | 0.0000          | 296   |
| 0.0006     | 0.0000          | 297   |
| 0.0007     | 0.0000          | 298   |
| 0.0008     | 0.0000          | 299   |
| 0.0008     | 0.0000          | 300   |
| 0.0007     | 0.0000          | 301   |
| 0.0004     | 0.0000          | 302   |
| 0.0005     | 0.0000          | 303   |
| 0.0005     | 0.0000          | 304   |
| 0.0006     | 0.0000          | 305   |
| 0.0008     | 0.0000          | 306   |
| 0.0006     | 0.0000          | 307   |
| 0.0007     | 0.0000          | 308   |
| 0.0004     | 0.0000          | 309   |
| 0.0005     | 0.0000          | 310   |
| 0.0005     | 0.0000          | 311   |
| 0.0007     | 0.0000          | 312   |
| 0.0004     | 0.0000          | 313   |
| 0.0005     | 0.0000          | 314   |
| 0.0004     | 0.0000          | 315   |
| 0.0004     | 0.0000          | 316   |
| 0.0004     | 0.0000          | 317   |
| 0.0006     | 0.0000          | 318   |
| 0.0004     | 0.0000          | 319   |
| 0.0003     | 0.0000          | 320   |
| 0.0006     | 0.0000          | 321   |
| 0.0005     | 0.0000          | 322   |
| 0.0005     | 0.0000          | 323   |
| 0.0005     | 0.0000          | 324   |
| 0.0007     | 0.0000          | 325   |
| 0.0012     | 0.0000          | 326   |
| 0.0004     | 0.0000          | 327   |
| 0.0005     | 0.0000          | 328   |
| 0.0004     | 0.0000          | 329   |
| 0.0004     | 0.0000          | 330   |
| 0.0004     | 0.0000          | 331   |
| 0.0006     | 0.0000          | 332   |
| 0.0004     | 0.0000          | 333   |
| 0.0004     | 0.0000          | 334   |
| 0.0003     | 0.0000          | 335   |
| 0.0004     | 0.0000          | 336   |
| 0.0004     | 0.0000          | 337   |
| 0.0005     | 0.0000          | 338   |
| 0.0005     | 0.0000          | 339   |
| 0.0006     | 0.0000          | 340   |
| 0.0006     | 0.0000          | 341   |
| 0.0003     | 0.0000          | 342   |
| 0.0008     | 0.0000          | 343   |
| 0.0008     | 0.0000          | 344   |
| 0.0005     | 0.0000          | 345   |
| 0.0005     | 0.0000          | 346   |
| 0.0010     | 0.0000          | 347   |
| 0.0004     | 0.0000          | 348   |
| 0.0005     | 0.0000          | 349   |
| 0.0003     | 0.0000          | 350   |
| 0.0004     | 0.0000          | 351   |
| 0.0004     | 0.0000          | 352   |
| 0.0005     | 0.0000          | 353   |
| 0.0005     | 0.0000          | 354   |
| 0.0006     | 0.0000          | 355   |
| 0.0005     | 0.0000          | 356   |
| 0.0004     | 0.0000          | 357   |
| 0.0004     | 0.0000          | 358   |
| 0.0007     | 0.0000          | 359   |
| 0.0006     | 0.0000          | 360   |
| 0.0004     | 0.0000          | 361   |
| 0.0004     | 0.0000          | 362   |
| 0.0004     | 0.0000          | 363   |
| 0.0003     | 0.0000          | 364   |
| 0.0005     | 0.0000          | 365   |
| 0.0003     | 0.0000          | 366   |
| 0.0004     | 0.0000          | 367   |
| 0.0007     | 0.0000          | 368   |
| 0.0004     | 0.0000          | 369   |
| 0.0005     | 0.0000          | 370   |
| 0.0004     | 0.0000          | 371   |
| 0.0005     | 0.0000          | 372   |
| 0.0004     | 0.0000          | 373   |
| 0.0002     | 0.0000          | 374   |
| 0.0006     | 0.0000          | 375   |
| 0.0005     | 0.0000          | 376   |
| 0.0004     | 0.0000          | 377   |
| 0.0006     | 0.0000          | 378   |
| 0.0003     | 0.0000          | 379   |
| 0.0005     | 0.0000          | 380   |
| 0.0006     | 0.0000          | 381   |
| 0.0003     | 0.0000          | 382   |
| 0.0007     | 0.0000          | 383   |
| 0.0003     | 0.0000          | 384   |
| 0.0003     | 0.0000          | 385   |
| 0.0003     | 0.0000          | 386   |
| 0.0007     | 0.0000          | 387   |
| 0.0006     | 0.0000          | 388   |
| 0.0005     | 0.0000          | 389   |
| 0.0005     | 0.0000          | 390   |
| 0.0003     | 0.0000          | 391   |
| 0.0002     | 0.0000          | 392   |
| 0.0004     | 0.0000          | 393   |
| 0.0005     | 0.0000          | 394   |
| 0.0003     | 0.0000          | 395   |
| 0.0002     | 0.0000          | 396   |
| 0.0003     | 0.0000          | 397   |
| 0.0003     | 0.0000          | 398   |
| 0.0003     | 0.0000          | 399   |
| 0.0004     | 0.0000          | 400   |
| 0.0002     | 0.0000          | 401   |
| 0.0004     | 0.0000          | 402   |
| 0.0002     | 0.0000          | 403   |
| 0.0003     | 0.0000          | 404   |
| 0.0002     | 0.0000          | 405   |
| 0.0003     | 0.0000          | 406   |
| 0.0004     | 0.0000          | 407   |
| 0.0006     | 0.0000          | 408   |
| 0.0004     | 0.0000          | 409   |
| 0.0005     | 0.0000          | 410   |
| 0.0006     | 0.0000          | 411   |
| 0.0002     | 0.0000          | 412   |
| 0.0006     | 0.0000          | 413   |
| 0.0002     | 0.0000          | 414   |
| 0.0003     | 0.0000          | 415   |
| 0.0003     | 0.0000          | 416   |
| 0.0002     | 0.0000          | 417   |
| 0.0003     | 0.0000          | 418   |
| 0.0004     | 0.0000          | 419   |
| 0.0003     | 0.0000          | 420   |
| 0.0003     | 0.0000          | 421   |
| 0.0004     | 0.0000          | 422   |
| 0.0003     | 0.0000          | 423   |
| 0.0004     | 0.0000          | 424   |
| 0.0002     | 0.0000          | 425   |
| 0.0003     | 0.0000          | 426   |
| 0.0006     | 0.0000          | 427   |
| 0.0002     | 0.0000          | 428   |
| 0.0003     | 0.0000          | 429   |
| 0.0002     | 0.0000          | 430   |
| 0.0002     | 0.0000          | 431   |
| 0.0002     | 0.0000          | 432   |
| 0.0004     | 0.0000          | 433   |
| 0.0001     | 0.0000          | 434   |
| 0.0001     | 0.0000          | 435   |
| 0.0001     | 0.0000          | 436   |
| 0.0005     | 0.0000          | 437   |
| 0.0002     | 0.0000          | 438   |
| 0.0002     | 0.0000          | 439   |
| 0.0002     | 0.0000          | 440   |
| 0.0003     | 0.0000          | 441   |
| 0.0001     | 0.0000          | 442   |
| 0.0001     | 0.0000          | 443   |
| 0.0003     | 0.0000          | 444   |
| 0.0002     | 0.0000          | 445   |
| 0.0003     | 0.0000          | 446   |
| 0.0003     | 0.0000          | 447   |
| 0.0002     | 0.0000          | 448   |
| 0.0003     | 0.0000          | 449   |
| 0.0003     | 0.0000          | 450   |
| 0.0001     | 0.0000          | 451   |
| 0.0004     | 0.0000          | 452   |
| 0.0002     | 0.0000          | 453   |
| 0.0002     | 0.0000          | 454   |
| 0.0002     | 0.0000          | 455   |
| 0.0002     | 0.0000          | 456   |
| 0.0001     | 0.0000          | 457   |
| 0.0002     | 0.0000          | 458   |
| 0.0002     | 0.0000          | 459   |
| 0.0002     | 0.0000          | 460   |
| 0.0001     | 0.0000          | 461   |
| 0.0001     | 0.0000          | 462   |
| 0.0002     | 0.0000          | 463   |
| 0.0001     | 0.0000          | 464   |
| 0.0004     | 0.0000          | 465   |
| 0.0001     | 0.0000          | 466   |
| 0.0003     | 0.0000          | 467   |
| 0.0002     | 0.0000          | 468   |
| 0.0002     | 0.0000          | 469   |
| 0.0003     | 0.0000          | 470   |
| 0.0002     | 0.0000          | 471   |
| 0.0002     | 0.0000          | 472   |
| 0.0005     | 0.0000          | 473   |
| 0.0005     | 0.0000          | 474   |
| 0.0002     | 0.0000          | 475   |
| 0.0005     | 0.0000          | 476   |
| 0.0002     | 0.0000          | 477   |
| 0.0001     | 0.0000          | 478   |
| 0.0002     | 0.0000          | 479   |
| 0.0005     | 0.0000          | 480   |
| 0.0002     | 0.0000          | 481   |
| 0.0002     | 0.0000          | 482   |
| 0.0001     | 0.0000          | 483   |
| 0.0002     | 0.0000          | 484   |
| 0.0003     | 0.0000          | 485   |
| 0.0002     | 0.0000          | 486   |
| 0.0002     | 0.0000          | 487   |
| 0.0003     | 0.0000          | 488   |
| 0.0003     | 0.0000          | 489   |
| 0.0003     | 0.0000          | 490   |
| 0.0002     | 0.0000          | 491   |
| 0.0002     | 0.0000          | 492   |
| 0.0002     | 0.0000          | 493   |
| 0.0002     | 0.0000          | 494   |
| 0.0001     | 0.0000          | 495   |
| 0.0001     | 0.0000          | 496   |
| 0.0002     | 0.0000          | 497   |
| 0.0002     | 0.0000          | 498   |
| 0.0001     | 0.0000          | 499   |
| 0.0002     | 0.0000          | 500   |
| 0.0001     | 0.0000          | 501   |
| 0.0001     | 0.0000          | 502   |
| 0.0003     | 0.0000          | 503   |
| 0.0002     | 0.0000          | 504   |
| 0.0004     | 0.0000          | 505   |
| 0.0003     | 0.0000          | 506   |
| 0.0001     | 0.0000          | 507   |
| 0.0002     | 0.0000          | 508   |
| 0.0002     | 0.0000          | 509   |
| 0.0002     | 0.0000          | 510   |
| 0.0003     | 0.0000          | 511   |
| 0.0004     | 0.0000          | 512   |
| 0.0003     | 0.0000          | 513   |
| 0.0002     | 0.0000          | 514   |
| 0.0003     | 0.0000          | 515   |
| 0.0002     | 0.0000          | 516   |
| 0.0002     | 0.0000          | 517   |
| 0.0002     | 0.0000          | 518   |
| 0.0002     | 0.0000          | 519   |
| 0.0002     | 0.0000          | 520   |
| 0.0002     | 0.0000          | 521   |
| 0.0001     | 0.0000          | 522   |
| 0.0001     | 0.0000          | 523   |
| 0.0001     | 0.0000          | 524   |
| 0.0001     | 0.0000          | 525   |
| 0.0002     | 0.0000          | 526   |
| 0.0001     | 0.0000          | 527   |
| 0.0001     | 0.0000          | 528   |
| 0.0001     | 0.0000          | 529   |
| 0.0001     | 0.0000          | 530   |
| 0.0001     | 0.0000          | 531   |
| 0.0001     | 0.0000          | 532   |
| 0.0002     | 0.0000          | 533   |
| 0.0001     | 0.0000          | 534   |
| 0.0001     | 0.0000          | 535   |
| 0.0001     | 0.0000          | 536   |
| 0.0001     | 0.0000          | 537   |
| 0.0003     | 0.0000          | 538   |


### Framework versions

- Transformers 4.46.1
- TensorFlow 2.17.0
- Datasets 3.1.0
- Tokenizers 0.20.2