--- license: apache-2.0 base_model: facebook/bart-base tags: - generated_from_keras_callback model-index: - name: pijarcandra22/NMTIndoBaliBART results: [] --- # 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: 5.5373 - Validation Loss: 5.5693 - Epoch: 281 ## 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 | | 5.5375 | 5.5596 | 267 | | 5.5363 | 5.5525 | 268 | | 5.5377 | 5.5752 | 269 | | 5.5359 | 5.5523 | 270 | | 5.5347 | 5.5662 | 271 | | 5.5363 | 5.5613 | 272 | | 5.5370 | 5.5529 | 273 | | 5.5360 | 5.5523 | 274 | | 5.5363 | 5.5548 | 275 | | 5.5342 | 5.5523 | 276 | | 5.5318 | 5.5659 | 277 | | 5.5376 | 5.5582 | 278 | | 5.5327 | 5.5649 | 279 | | 5.5339 | 5.5665 | 280 | | 5.5373 | 5.5693 | 281 | ### Framework versions - Transformers 4.40.2 - TensorFlow 2.15.0 - Datasets 2.19.1 - Tokenizers 0.19.1