README.md

---
license: apache-2.0
base_model: facebook/bart-base
tags:
- generated_from_keras_callback
model-index:
- name: pijarcandra22/NMTIndoBaliBART
  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/NMTIndoBaliBART

This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Train Loss: 5.5361
- Validation Loss: 5.5648
- Epoch: 266

## 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': 0.02, '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 |
|:----------:|:---------------:|:-----:|
| 9.7885     | 5.6003          | 0     |
| 5.5737     | 5.5523          | 1     |
| 5.5346     | 5.5361          | 2     |
| 5.5189     | 5.5283          | 3     |
| 5.5149     | 5.5252          | 4     |
| 5.5123     | 5.5233          | 5     |
| 5.5116     | 5.5485          | 6     |
| 5.5095     | 5.5314          | 7     |
| 5.5120     | 5.5569          | 8     |
| 5.5137     | 5.5239          | 9     |
| 5.5170     | 5.5289          | 10    |
| 5.5180     | 5.5298          | 11    |
| 5.5217     | 5.5513          | 12    |
| 5.5219     | 5.5344          | 13    |
| 5.5248     | 5.5366          | 14    |
| 5.5268     | 5.5493          | 15    |
| 5.5260     | 5.5313          | 16    |
| 5.5290     | 5.5462          | 17    |
| 5.5299     | 5.5570          | 18    |
| 5.5293     | 5.5480          | 19    |
| 5.5378     | 5.5524          | 20    |
| 5.5317     | 5.5740          | 21    |
| 5.5328     | 5.5543          | 22    |
| 5.5327     | 5.5537          | 23    |
| 5.5330     | 5.5356          | 24    |
| 5.5304     | 5.5492          | 25    |
| 5.5355     | 5.5388          | 26    |
| 5.5337     | 5.5812          | 27    |
| 5.5355     | 5.5598          | 28    |
| 5.5348     | 5.5489          | 29    |
| 5.5373     | 5.5526          | 30    |
| 5.5357     | 5.5575          | 31    |
| 5.5377     | 5.5439          | 32    |
| 5.5404     | 5.5367          | 33    |
| 5.5383     | 5.5819          | 34    |
| 5.5359     | 5.5815          | 35    |
| 5.5370     | 5.5499          | 36    |
| 5.5340     | 5.5622          | 37    |
| 5.5373     | 5.5667          | 38    |
| 5.5360     | 5.5548          | 39    |
| 5.5327     | 5.5555          | 40    |
| 5.5365     | 5.5642          | 41    |
| 5.5375     | 5.5496          | 42    |
| 5.5336     | 5.5424          | 43    |
| 5.5359     | 5.5761          | 44    |
| 5.5360     | 5.5821          | 45    |
| 5.5362     | 5.5742          | 46    |
| 5.5352     | 5.5635          | 47    |
| 5.5335     | 5.5507          | 48    |
| 5.5340     | 5.5613          | 49    |
| 5.5368     | 5.5599          | 50    |
| 5.5375     | 5.5541          | 51    |
| 5.5368     | 5.5536          | 52    |
| 5.5366     | 5.5438          | 53    |
| 5.5363     | 5.5497          | 54    |
| 5.5364     | 5.5721          | 55    |
| 5.5388     | 5.5493          | 56    |
| 5.5361     | 5.5719          | 57    |
| 5.5372     | 5.5920          | 58    |
| 5.5346     | 5.5534          | 59    |
| 5.5354     | 5.5526          | 60    |
| 5.5357     | 5.5788          | 61    |
| 5.5370     | 5.5531          | 62    |
| 5.5374     | 5.5613          | 63    |
| 5.5366     | 5.5585          | 64    |
| 5.5370     | 5.5652          | 65    |
| 5.5354     | 5.5463          | 66    |
| 5.5354     | 5.5689          | 67    |
| 5.5355     | 5.5508          | 68    |
| 5.5350     | 5.5522          | 69    |
| 5.5334     | 5.5574          | 70    |
| 5.5354     | 5.5555          | 71    |
| 5.5354     | 5.5503          | 72    |
| 5.5368     | 5.5562          | 73    |
| 5.5373     | 5.5524          | 74    |
| 5.5356     | 5.5544          | 75    |
| 5.5365     | 5.5508          | 76    |
| 5.5357     | 5.5650          | 77    |
| 5.5355     | 5.5665          | 78    |
| 5.5365     | 5.5471          | 79    |
| 5.5356     | 5.5535          | 80    |
| 5.5357     | 5.5801          | 81    |
| 5.5354     | 5.5570          | 82    |
| 5.5361     | 5.5596          | 83    |
| 5.5377     | 5.5584          | 84    |
| 5.5333     | 5.5570          | 85    |
| 5.5348     | 5.5513          | 86    |
| 5.5367     | 5.5508          | 87    |
| 5.5354     | 5.5333          | 88    |
| 5.5375     | 5.5530          | 89    |
| 5.5353     | 5.5386          | 90    |
| 5.5372     | 5.5966          | 91    |
| 5.5365     | 5.5582          | 92    |
| 5.5349     | 5.5776          | 93    |
| 5.5348     | 5.5700          | 94    |
| 5.5356     | 5.5518          | 95    |
| 5.5371     | 5.5692          | 96    |
| 5.5374     | 5.5572          | 97    |
| 5.5369     | 5.5621          | 98    |
| 5.5343     | 5.5593          | 99    |
| 5.5372     | 5.5698          | 100   |
| 5.5367     | 5.5422          | 101   |
| 5.5366     | 5.5846          | 102   |
| 5.5387     | 5.5687          | 103   |
| 5.5377     | 5.5590          | 104   |
| 5.5307     | 5.5640          | 105   |
| 5.5360     | 5.5421          | 106   |
| 5.5355     | 5.5542          | 107   |
| 5.5346     | 5.5460          | 108   |
| 5.5375     | 5.5610          | 109   |
| 5.5332     | 5.5676          | 110   |
| 5.5355     | 5.5364          | 111   |
| 5.5332     | 5.5630          | 112   |
| 5.5363     | 5.5600          | 113   |
| 5.5362     | 5.5705          | 114   |
| 5.5358     | 5.5700          | 115   |
| 5.5368     | 5.5578          | 116   |
| 5.5364     | 5.5531          | 117   |
| 5.5345     | 5.5688          | 118   |
| 5.5350     | 5.5620          | 119   |
| 5.5336     | 5.5764          | 120   |
| 5.5364     | 5.5476          | 121   |
| 5.5358     | 5.5623          | 122   |
| 5.5364     | 5.5569          | 123   |
| 5.5337     | 5.5713          | 124   |
| 5.5346     | 5.5936          | 125   |
| 5.5357     | 5.5645          | 126   |
| 5.5358     | 5.5566          | 127   |
| 5.5399     | 5.5494          | 128   |
| 5.5362     | 5.5586          | 129   |
| 5.5394     | 5.5611          | 130   |
| 5.5355     | 5.5691          | 131   |
| 5.5361     | 5.5471          | 132   |
| 5.5343     | 5.5549          | 133   |
| 5.5379     | 5.5587          | 134   |
| 5.5380     | 5.5728          | 135   |
| 5.5366     | 5.5780          | 136   |
| 5.5363     | 5.5567          | 137   |
| 5.5395     | 5.5515          | 138   |
| 5.5337     | 5.5563          | 139   |
| 5.5341     | 5.5561          | 140   |
| 5.5336     | 5.5520          | 141   |
| 5.5340     | 5.5689          | 142   |
| 5.5363     | 5.5472          | 143   |
| 5.5356     | 5.5503          | 144   |
| 5.5338     | 5.5630          | 145   |
| 5.5357     | 5.5385          | 146   |
| 5.5349     | 5.5545          | 147   |
| 5.5363     | 5.5514          | 148   |
| 5.5361     | 5.5591          | 149   |
| 5.5379     | 5.5567          | 150   |
| 5.5340     | 5.5434          | 151   |
| 5.5362     | 5.5677          | 152   |
| 5.5350     | 5.5574          | 153   |
| 5.5356     | 5.5782          | 154   |
| 5.5371     | 5.5484          | 155   |
| 5.5330     | 5.5557          | 156   |
| 5.5340     | 5.5583          | 157   |
| 5.5350     | 5.5641          | 158   |
| 5.5350     | 5.5595          | 159   |
| 5.5356     | 5.5622          | 160   |
| 5.5386     | 5.5545          | 161   |
| 5.5347     | 5.5667          | 162   |
| 5.5318     | 5.5692          | 163   |
| 5.5370     | 5.5704          | 164   |
| 5.5361     | 5.5654          | 165   |
| 5.5358     | 5.5645          | 166   |
| 5.5337     | 5.5518          | 167   |
| 5.5356     | 5.5574          | 168   |
| 5.5364     | 5.5621          | 169   |
| 5.5360     | 5.5573          | 170   |
| 5.5388     | 5.5438          | 171   |
| 5.5343     | 5.5623          | 172   |
| 5.5368     | 5.5505          | 173   |
| 5.5345     | 5.5798          | 174   |
| 5.5369     | 5.5449          | 175   |
| 5.5364     | 5.5664          | 176   |
| 5.5365     | 5.5530          | 177   |
| 5.5369     | 5.5533          | 178   |
| 5.5348     | 5.5432          | 179   |
| 5.5379     | 5.5875          | 180   |
| 5.5370     | 5.5531          | 181   |
| 5.5340     | 5.5695          | 182   |
| 5.5372     | 5.5529          | 183   |
| 5.5356     | 5.5778          | 184   |
| 5.5371     | 5.5465          | 185   |
| 5.5370     | 5.5459          | 186   |
| 5.5356     | 5.5457          | 187   |
| 5.5375     | 5.5761          | 188   |
| 5.5338     | 5.5409          | 189   |
| 5.5369     | 5.5698          | 190   |
| 5.5373     | 5.5665          | 191   |
| 5.5361     | 5.5677          | 192   |
| 5.5355     | 5.5775          | 193   |
| 5.5372     | 5.5649          | 194   |
| 5.5355     | 5.5477          | 195   |
| 5.5328     | 5.5492          | 196   |
| 5.5342     | 5.5575          | 197   |
| 5.5331     | 5.5774          | 198   |
| 5.5362     | 5.5631          | 199   |
| 5.5350     | 5.5539          | 200   |
| 5.5365     | 5.5799          | 201   |
| 5.5372     | 5.5630          | 202   |
| 5.5341     | 5.5584          | 203   |
| 5.5353     | 5.5616          | 204   |
| 5.5351     | 5.5764          | 205   |
| 5.5374     | 5.5692          | 206   |
| 5.5363     | 5.5608          | 207   |
| 5.5345     | 5.5611          | 208   |
| 5.5381     | 5.5643          | 209   |
| 5.5363     | 5.5719          | 210   |
| 5.5386     | 5.5536          | 211   |
| 5.5329     | 5.5757          | 212   |
| 5.5360     | 5.5405          | 213   |
| 5.5356     | 5.5525          | 214   |
| 5.5354     | 5.5423          | 215   |
| 5.5382     | 5.5476          | 216   |
| 5.5353     | 5.5623          | 217   |
| 5.5344     | 5.5716          | 218   |
| 5.5361     | 5.5569          | 219   |
| 5.5369     | 5.5536          | 220   |
| 5.5370     | 5.5726          | 221   |
| 5.5366     | 5.5520          | 222   |
| 5.5370     | 5.5698          | 223   |
| 5.5342     | 5.5522          | 224   |
| 5.5367     | 5.5438          | 225   |
| 5.5373     | 5.5474          | 226   |
| 5.5317     | 5.5634          | 227   |
| 5.5350     | 5.5669          | 228   |
| 5.5360     | 5.5631          | 229   |
| 5.5370     | 5.5553          | 230   |
| 5.5347     | 5.5452          | 231   |
| 5.5347     | 5.5600          | 232   |
| 5.5351     | 5.5551          | 233   |
| 5.5360     | 5.5625          | 234   |
| 5.5409     | 5.5640          | 235   |
| 5.5362     | 5.5596          | 236   |
| 5.5340     | 5.5506          | 237   |
| 5.5372     | 5.5549          | 238   |
| 5.5340     | 5.5879          | 239   |
| 5.5355     | 5.5609          | 240   |
| 5.5376     | 5.5627          | 241   |
| 5.5354     | 5.5903          | 242   |
| 5.5358     | 5.5591          | 243   |
| 5.5327     | 5.5638          | 244   |
| 5.5334     | 5.5449          | 245   |
| 5.5330     | 5.5552          | 246   |
| 5.5338     | 5.5721          | 247   |
| 5.5359     | 5.5736          | 248   |
| 5.5361     | 5.5440          | 249   |
| 5.5377     | 5.5656          | 250   |
| 5.5353     | 5.5690          | 251   |
| 5.5375     | 5.5540          | 252   |
| 5.5357     | 5.5555          | 253   |
| 5.5349     | 5.5658          | 254   |
| 5.5365     | 5.5563          | 255   |
| 5.5327     | 5.5544          | 256   |
| 5.5346     | 5.5851          | 257   |
| 5.5372     | 5.5556          | 258   |
| 5.5373     | 5.5504          | 259   |
| 5.5361     | 5.5657          | 260   |
| 5.5348     | 5.5585          | 261   |
| 5.5349     | 5.5664          | 262   |
| 5.5343     | 5.5454          | 263   |
| 5.5351     | 5.5820          | 264   |
| 5.5334     | 5.5521          | 265   |
| 5.5361     | 5.5648          | 266   |


### Framework versions

- Transformers 4.40.2
- TensorFlow 2.15.0
- Datasets 2.19.1
- Tokenizers 0.19.1