|
--- |
|
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: 5.5362 |
|
- Validation Loss: 5.5677 |
|
- Epoch: 152 |
|
|
|
## 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 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.40.2 |
|
- TensorFlow 2.15.0 |
|
- Datasets 2.19.1 |
|
- Tokenizers 0.19.1 |
|
|
