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# bedus-creation/mbart-small-dataset-ii-eng-to-lim-005

This model is a fine-tuned version of [mbart-50](httpsfacebook/mbart-large-50) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 4.7245
- Validation Loss: 6.1589
- Epoch: 349

## 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 |
|:----------:|:---------------:|:-----:|
| 8.4366     | 7.8649          | 0     |
| 7.8684     | 7.6440          | 1     |
| 7.7002     | 7.5328          | 2     |
| 7.5948     | 7.4486          | 3     |
| 7.5176     | 7.3868          | 4     |
| 7.4560     | 7.3324          | 5     |
| 7.4044     | 7.2855          | 6     |
| 7.3559     | 7.2365          | 7     |
| 7.3105     | 7.1809          | 8     |
| 7.2556     | 7.1305          | 9     |
| 7.2074     | 7.0882          | 10    |
| 7.1645     | 7.0523          | 11    |
| 7.1267     | 7.0236          | 12    |
| 7.0951     | 6.9883          | 13    |
| 7.0593     | 6.9593          | 14    |
| 7.0349     | 6.9400          | 15    |
| 7.0110     | 6.9160          | 16    |
| 6.9824     | 6.8902          | 17    |
| 6.9607     | 6.8716          | 18    |
| 6.9412     | 6.8525          | 19    |
| 6.9182     | 6.8337          | 20    |
| 6.8982     | 6.8178          | 21    |
| 6.8824     | 6.7984          | 22    |
| 6.8617     | 6.7825          | 23    |
| 6.8442     | 6.7660          | 24    |
| 6.8259     | 6.7494          | 25    |
| 6.8097     | 6.7386          | 26    |
| 6.7982     | 6.7210          | 27    |
| 6.7809     | 6.7095          | 28    |
| 6.7623     | 6.7007          | 29    |
| 6.7463     | 6.6821          | 30    |
| 6.7365     | 6.6703          | 31    |
| 6.7197     | 6.6623          | 32    |
| 6.7048     | 6.6462          | 33    |
| 6.6967     | 6.6421          | 34    |
| 6.6796     | 6.6343          | 35    |
| 6.6644     | 6.6172          | 36    |
| 6.6519     | 6.6143          | 37    |
| 6.6419     | 6.5981          | 38    |
| 6.6274     | 6.5878          | 39    |
| 6.6165     | 6.5824          | 40    |
| 6.6036     | 6.5701          | 41    |
| 6.5878     | 6.5622          | 42    |
| 6.5831     | 6.5504          | 43    |
| 6.5689     | 6.5434          | 44    |
| 6.5584     | 6.5383          | 45    |
| 6.5399     | 6.5246          | 46    |
| 6.5335     | 6.5189          | 47    |
| 6.5220     | 6.5079          | 48    |
| 6.5128     | 6.4998          | 49    |
| 6.5000     | 6.4904          | 50    |
| 6.4916     | 6.4851          | 51    |
| 6.4780     | 6.4783          | 52    |
| 6.4646     | 6.4720          | 53    |
| 6.4613     | 6.4552          | 54    |
| 6.4490     | 6.4510          | 55    |
| 6.4343     | 6.4442          | 56    |
| 6.4277     | 6.4371          | 57    |
| 6.4194     | 6.4313          | 58    |
| 6.4047     | 6.4199          | 59    |
| 6.3960     | 6.4106          | 60    |
| 6.3860     | 6.4075          | 61    |
| 6.3724     | 6.4045          | 62    |
| 6.3687     | 6.4019          | 63    |
| 6.3549     | 6.3878          | 64    |
| 6.3448     | 6.3807          | 65    |
| 6.3413     | 6.3781          | 66    |
| 6.3290     | 6.3738          | 67    |
| 6.3190     | 6.3642          | 68    |
| 6.3131     | 6.3598          | 69    |
| 6.2984     | 6.3536          | 70    |
| 6.2902     | 6.3422          | 71    |
| 6.2861     | 6.3377          | 72    |
| 6.2722     | 6.3377          | 73    |
| 6.2680     | 6.3278          | 74    |
| 6.2566     | 6.3217          | 75    |
| 6.2483     | 6.3172          | 76    |
| 6.2423     | 6.3098          | 77    |
| 6.2298     | 6.3081          | 78    |
| 6.2227     | 6.3011          | 79    |
| 6.2144     | 6.2932          | 80    |
| 6.2101     | 6.2905          | 81    |
| 6.1995     | 6.2877          | 82    |
| 6.1914     | 6.2838          | 83    |
| 6.1854     | 6.2800          | 84    |
| 6.1717     | 6.2722          | 85    |
| 6.1653     | 6.2689          | 86    |
| 6.1523     | 6.2678          | 87    |
| 6.1478     | 6.2577          | 88    |
| 6.1426     | 6.2567          | 89    |
| 6.1373     | 6.2535          | 90    |
| 6.1280     | 6.2511          | 91    |
| 6.1219     | 6.2371          | 92    |
| 6.1153     | 6.2373          | 93    |
| 6.1040     | 6.2347          | 94    |
| 6.0969     | 6.2340          | 95    |
| 6.0923     | 6.2320          | 96    |
| 6.0803     | 6.2222          | 97    |
| 6.0725     | 6.2178          | 98    |
| 6.0729     | 6.2144          | 99    |
| 6.0577     | 6.2236          | 100   |
| 6.0550     | 6.2041          | 101   |
| 6.0484     | 6.2030          | 102   |
| 6.0361     | 6.2051          | 103   |
| 6.0302     | 6.1977          | 104   |
| 6.0218     | 6.1937          | 105   |
| 6.0174     | 6.1935          | 106   |
| 6.0073     | 6.1899          | 107   |
| 6.0060     | 6.1883          | 108   |
| 5.9978     | 6.1783          | 109   |
| 5.9896     | 6.1827          | 110   |
| 5.9777     | 6.1770          | 111   |
| 5.9778     | 6.1693          | 112   |
| 5.9708     | 6.1707          | 113   |
| 5.9673     | 6.1590          | 114   |
| 5.9527     | 6.1713          | 115   |
| 5.9481     | 6.1604          | 116   |
| 5.9424     | 6.1603          | 117   |
| 5.9370     | 6.1547          | 118   |
| 5.9304     | 6.1574          | 119   |
| 5.9178     | 6.1506          | 120   |
| 5.9134     | 6.1478          | 121   |
| 5.9063     | 6.1440          | 122   |
| 5.8979     | 6.1406          | 123   |
| 5.8954     | 6.1384          | 124   |
| 5.8916     | 6.1418          | 125   |
| 5.8832     | 6.1362          | 126   |
| 5.8768     | 6.1319          | 127   |
| 5.8658     | 6.1348          | 128   |
| 5.8624     | 6.1318          | 129   |
| 5.8533     | 6.1196          | 130   |
| 5.8543     | 6.1273          | 131   |
| 5.8467     | 6.1118          | 132   |
| 5.8442     | 6.1191          | 133   |
| 5.8304     | 6.1320          | 134   |
| 5.8203     | 6.1158          | 135   |
| 5.8213     | 6.1142          | 136   |
| 5.8104     | 6.1116          | 137   |
| 5.8094     | 6.1126          | 138   |
| 5.7985     | 6.1105          | 139   |
| 5.7935     | 6.1018          | 140   |
| 5.7890     | 6.0984          | 141   |
| 5.7830     | 6.1016          | 142   |
| 5.7746     | 6.0977          | 143   |
| 5.7674     | 6.0997          | 144   |
| 5.7672     | 6.1080          | 145   |
| 5.7610     | 6.1039          | 146   |
| 5.7481     | 6.0915          | 147   |
| 5.7424     | 6.0873          | 148   |
| 5.7376     | 6.1008          | 149   |
| 5.7373     | 6.0831          | 150   |
| 5.7297     | 6.0911          | 151   |
| 5.7246     | 6.0920          | 152   |
| 5.7212     | 6.0897          | 153   |
| 5.7130     | 6.0784          | 154   |
| 5.7075     | 6.0794          | 155   |
| 5.6996     | 6.0880          | 156   |
| 5.6904     | 6.0793          | 157   |
| 5.6885     | 6.0713          | 158   |
| 5.6852     | 6.0854          | 159   |
| 5.6778     | 6.0719          | 160   |
| 5.6744     | 6.0712          | 161   |
| 5.6658     | 6.0784          | 162   |
| 5.6502     | 6.0747          | 163   |
| 5.6529     | 6.0715          | 164   |
| 5.6495     | 6.0735          | 165   |
| 5.6423     | 6.0722          | 166   |
| 5.6295     | 6.0707          | 167   |
| 5.6348     | 6.0691          | 168   |
| 5.6265     | 6.0762          | 169   |
| 5.6196     | 6.0679          | 170   |
| 5.6145     | 6.0675          | 171   |
| 5.6079     | 6.0622          | 172   |
| 5.6054     | 6.0676          | 173   |
| 5.5981     | 6.0658          | 174   |
| 5.5913     | 6.0607          | 175   |
| 5.5825     | 6.0546          | 176   |
| 5.5814     | 6.0588          | 177   |
| 5.5798     | 6.0482          | 178   |
| 5.5649     | 6.0603          | 179   |
| 5.5668     | 6.0510          | 180   |
| 5.5597     | 6.0643          | 181   |
| 5.5475     | 6.0641          | 182   |
| 5.5528     | 6.0585          | 183   |
| 5.5409     | 6.0620          | 184   |
| 5.5352     | 6.0466          | 185   |
| 5.5403     | 6.0507          | 186   |
| 5.5293     | 6.0510          | 187   |
| 5.5201     | 6.0662          | 188   |
| 5.5154     | 6.0554          | 189   |
| 5.5134     | 6.0430          | 190   |
| 5.5063     | 6.0596          | 191   |
| 5.4987     | 6.0458          | 192   |
| 5.4974     | 6.0416          | 193   |
| 5.4857     | 6.0499          | 194   |
| 5.4817     | 6.0659          | 195   |
| 5.4750     | 6.0540          | 196   |
| 5.4719     | 6.0493          | 197   |
| 5.4618     | 6.0423          | 198   |
| 5.4644     | 6.0460          | 199   |
| 5.4526     | 6.0523          | 200   |
| 5.4507     | 6.0451          | 201   |
| 5.4504     | 6.0430          | 202   |
| 5.4412     | 6.0421          | 203   |
| 5.4377     | 6.0492          | 204   |
| 5.4367     | 6.0482          | 205   |
| 5.4190     | 6.0259          | 206   |
| 5.4210     | 6.0281          | 207   |
| 5.4191     | 6.0418          | 208   |
| 5.4090     | 6.0383          | 209   |
| 5.4051     | 6.0445          | 210   |
| 5.3975     | 6.0565          | 211   |
| 5.3942     | 6.0581          | 212   |
| 5.3930     | 6.0509          | 213   |
| 5.3825     | 6.0506          | 214   |
| 5.3811     | 6.0428          | 215   |
| 5.3722     | 6.0368          | 216   |
| 5.3676     | 6.0392          | 217   |
| 5.3655     | 6.0460          | 218   |
| 5.3577     | 6.0488          | 219   |
| 5.3539     | 6.0431          | 220   |
| 5.3497     | 6.0410          | 221   |
| 5.3433     | 6.0381          | 222   |
| 5.3437     | 6.0376          | 223   |
| 5.3369     | 6.0409          | 224   |
| 5.3283     | 6.0320          | 225   |
| 5.3231     | 6.0516          | 226   |
| 5.3160     | 6.0432          | 227   |
| 5.3075     | 6.0544          | 228   |
| 5.3095     | 6.0537          | 229   |
| 5.3025     | 6.0458          | 230   |
| 5.2969     | 6.0451          | 231   |
| 5.2807     | 6.0449          | 232   |
| 5.2925     | 6.0455          | 233   |
| 5.2767     | 6.0551          | 234   |
| 5.2778     | 6.0392          | 235   |
| 5.2713     | 6.0419          | 236   |
| 5.2691     | 6.0435          | 237   |
| 5.2570     | 6.0495          | 238   |
| 5.2574     | 6.0301          | 239   |
| 5.2521     | 6.0362          | 240   |
| 5.2458     | 6.0449          | 241   |
| 5.2352     | 6.0462          | 242   |
| 5.2389     | 6.0425          | 243   |
| 5.2265     | 6.0372          | 244   |
| 5.2297     | 6.0372          | 245   |
| 5.2244     | 6.0580          | 246   |
| 5.2181     | 6.0523          | 247   |
| 5.2061     | 6.0487          | 248   |
| 5.2100     | 6.0475          | 249   |
| 5.1985     | 6.0405          | 250   |
| 5.1945     | 6.0451          | 251   |
| 5.1911     | 6.0552          | 252   |
| 5.1839     | 6.0503          | 253   |
| 5.1829     | 6.0510          | 254   |
| 5.1797     | 6.0456          | 255   |
| 5.1747     | 6.0627          | 256   |
| 5.1652     | 6.0384          | 257   |
| 5.1659     | 6.0546          | 258   |
| 5.1449     | 6.0503          | 259   |
| 5.1592     | 6.0514          | 260   |
| 5.1448     | 6.0491          | 261   |
| 5.1405     | 6.0556          | 262   |
| 5.1391     | 6.0594          | 263   |
| 5.1346     | 6.0362          | 264   |
| 5.1275     | 6.0367          | 265   |
| 5.1218     | 6.0447          | 266   |
| 5.1144     | 6.0636          | 267   |
| 5.1152     | 6.0556          | 268   |
| 5.1083     | 6.0503          | 269   |
| 5.1046     | 6.0597          | 270   |
| 5.0923     | 6.0726          | 271   |
| 5.0988     | 6.0692          | 272   |
| 5.0926     | 6.0654          | 273   |
| 5.0892     | 6.0757          | 274   |
| 5.0772     | 6.0547          | 275   |
| 5.0774     | 6.0703          | 276   |
| 5.0696     | 6.0715          | 277   |
| 5.0645     | 6.0838          | 278   |
| 5.0599     | 6.0687          | 279   |
| 5.0565     | 6.0621          | 280   |
| 5.0535     | 6.0846          | 281   |
| 5.0409     | 6.0779          | 282   |
| 5.0413     | 6.0753          | 283   |
| 5.0380     | 6.0609          | 284   |
| 5.0336     | 6.0889          | 285   |
| 5.0248     | 6.0762          | 286   |
| 5.0230     | 6.0876          | 287   |
| 5.0155     | 6.0588          | 288   |
| 5.0121     | 6.0788          | 289   |
| 5.0035     | 6.0777          | 290   |
| 5.0067     | 6.0848          | 291   |
| 5.0016     | 6.0831          | 292   |
| 4.9929     | 6.0991          | 293   |
| 4.9889     | 6.1011          | 294   |
| 4.9837     | 6.0805          | 295   |
| 4.9777     | 6.0858          | 296   |
| 4.9738     | 6.0803          | 297   |
| 4.9708     | 6.0757          | 298   |
| 4.9677     | 6.0886          | 299   |
| 4.9630     | 6.0828          | 300   |
| 4.9541     | 6.0883          | 301   |
| 4.9541     | 6.1026          | 302   |
| 4.9453     | 6.0925          | 303   |
| 4.9385     | 6.0854          | 304   |
| 4.9337     | 6.1038          | 305   |
| 4.9290     | 6.0854          | 306   |
| 4.9287     | 6.1008          | 307   |
| 4.9214     | 6.1174          | 308   |
| 4.9151     | 6.1056          | 309   |
| 4.9118     | 6.0934          | 310   |
| 4.9087     | 6.0919          | 311   |
| 4.8985     | 6.1064          | 312   |
| 4.9003     | 6.1010          | 313   |
| 4.8951     | 6.1118          | 314   |
| 4.8824     | 6.1020          | 315   |
| 4.8834     | 6.1020          | 316   |
| 4.8764     | 6.1173          | 317   |
| 4.8704     | 6.1189          | 318   |
| 4.8690     | 6.0976          | 319   |
| 4.8662     | 6.1058          | 320   |
| 4.8586     | 6.1060          | 321   |
| 4.8571     | 6.1026          | 322   |
| 4.8514     | 6.1102          | 323   |
| 4.8426     | 6.1298          | 324   |
| 4.8375     | 6.1047          | 325   |
| 4.8341     | 6.1111          | 326   |
| 4.8303     | 6.1144          | 327   |
| 4.8320     | 6.1271          | 328   |
| 4.8190     | 6.1221          | 329   |
| 4.8214     | 6.1342          | 330   |
| 4.8055     | 6.1497          | 331   |
| 4.8082     | 6.1288          | 332   |
| 4.7967     | 6.1218          | 333   |
| 4.7966     | 6.1433          | 334   |
| 4.7859     | 6.1117          | 335   |
| 4.7841     | 6.1447          | 336   |
| 4.7871     | 6.1406          | 337   |
| 4.7743     | 6.1606          | 338   |
| 4.7696     | 6.1391          | 339   |
| 4.7652     | 6.1216          | 340   |
| 4.7684     | 6.1420          | 341   |
| 4.7607     | 6.1365          | 342   |
| 4.7596     | 6.1462          | 343   |
| 4.7539     | 6.1352          | 344   |
| 4.7382     | 6.1507          | 345   |
| 4.7425     | 6.1461          | 346   |
| 4.7299     | 6.1556          | 347   |
| 4.7268     | 6.1298          | 348   |
| 4.7245     | 6.1589          | 349   |


### Framework versions

- Transformers 4.33.3
- TensorFlow 2.13.0
- Datasets 2.14.5
- Tokenizers 0.13.3

{"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "model-index": [{"name": "bedus-creation/mbart-small-dataset-ii-eng-to-lim-005", "results": []}]}
transformers tf t5 text2text-generation generated_from_keras_callback license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us