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qa-persian-mdeberta-v3-base-squad2
makhataei/qa-persian-mdeberta-v3-base-squad2
qa-persian-mdeberta-v3-base-squad2 is a question answering model from makhataei. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- deberta-v2
- Access
- Public
- Created
- Nov 26, 2023
- Updated
- Mar 6, 2024
- SHA
- 43c40e34
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
qa-persian-mdeberta-v3-base-squad2
This model is a fine-tuned version of makhataei/qa-persian-mdeberta-v3-base-squad2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.1273
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:
- learning_rate: 1e-07
- train_batch_size: 14
- eval_batch_size: 14
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.8591 | 1.0 | 17 | 5.1273 |
| 4.9328 | 2.0 | 34 | 5.1273 |
| 4.9113 | 3.0 | 51 | 5.1273 |
| 4.8829 | 4.0 | 68 | 5.1273 |
| 4.9652 | 5.0 | 85 | 5.1273 |
| 4.8964 | 6.0 | 102 | 5.1273 |
| 4.8316 | 7.0 | 119 | 5.1273 |
| 4.8343 | 8.0 | 136 | 5.1273 |
| 4.8819 | 9.0 | 153 | 5.1273 |
| 4.8986 | 10.0 | 170 | 5.1273 |
| 4.9171 | 11.0 | 187 | 5.1273 |
| 4.9171 | 12.0 | 204 | 5.1273 |
| 4.8551 | 13.0 | 221 | 5.1273 |
| 4.8842 | 14.0 | 238 | 5.1273 |
| 4.8491 | 15.0 | 255 | 5.1273 |
| 4.8761 | 16.0 | 272 | 5.1273 |
| 4.8561 | 17.0 | 289 | 5.1273 |
| 4.8983 | 18.0 | 306 | 5.1273 |
| 4.844 | 19.0 | 323 | 5.1273 |
| 4.8985 | 20.0 | 340 | 5.1273 |
| 4.8629 | 21.0 | 357 | 5.1273 |
| 4.9092 | 22.0 | 374 | 5.1273 |
| 4.8956 | 23.0 | 391 | 5.1273 |
| 4.8141 | 24.0 | 408 | 5.1273 |
| 4.9507 | 25.0 | 425 | 5.1273 |
| 4.9157 | 26.0 | 442 | 5.1273 |
| 4.8573 | 27.0 | 459 | 5.1273 |
| 4.8307 | 28.0 | 476 | 5.1273 |
| 4.8523 | 29.0 | 493 | 5.1273 |
| 4.8635 | 30.0 | 510 | 5.1273 |
| 4.9477 | 31.0 | 527 | 5.1273 |
| 4.9748 | 32.0 | 544 | 5.1273 |
| 4.919 | 33.0 | 561 | 5.1273 |
| 4.9646 | 34.0 | 578 | 5.1273 |
| 4.906 | 35.0 | 595 | 5.1273 |
| 4.8959 | 36.0 | 612 | 5.1273 |
| 4.9289 | 37.0 | 629 | 5.1273 |
| 4.9716 | 38.0 | 646 | 5.1273 |
| 4.9264 | 39.0 | 663 | 5.1273 |
| 4.9511 | 40.0 | 680 | 5.1273 |
| 4.9559 | 41.0 | 697 | 5.1273 |
| 4.8925 | 42.0 | 714 | 5.1273 |
| 5.0009 | 43.0 | 731 | 5.1273 |
| 5.0171 | 44.0 | 748 | 5.1273 |
| 4.9922 | 45.0 | 765 | 5.1273 |
| 4.9442 | 46.0 | 782 | 5.1273 |
| 4.9718 | 47.0 | 799 | 5.1273 |
| 4.9723 | 48.0 | 816 | 5.1273 |
| 4.9641 | 49.0 | 833 | 5.1273 |
| 4.9623 | 50.0 | 850 | 5.1273 |
| 4.9661 | 51.0 | 867 | 5.1273 |
| 4.9751 | 52.0 | 884 | 5.1273 |
| 5.0271 | 53.0 | 901 | 5.1273 |
| 5.0186 | 54.0 | 918 | 5.1273 |
| 4.9842 | 55.0 | 935 | 5.1273 |
| 4.9846 | 56.0 | 952 | 5.1273 |
| 5.0147 | 57.0 | 969 | 5.1273 |
| 5.0593 | 58.0 | 986 | 5.1273 |
| 4.9787 | 59.0 | 1003 | 5.1273 |
| 5.0569 | 60.0 | 1020 | 5.1273 |
| 5.0237 | 61.0 | 1037 | 5.1273 |
| 4.9641 | 62.0 | 1054 | 5.1273 |
| 5.048 | 63.0 | 1071 | 5.1273 |
| 4.9656 | 64.0 | 1088 | 5.1273 |
| 5.0632 | 65.0 | 1105 | 5.1273 |
| 5.0678 | 66.0 | 1122 | 5.1273 |
| 5.0426 | 67.0 | 1139 | 5.1273 |
| 5.0061 | 68.0 | 1156 | 5.1273 |
| 4.9887 | 69.0 | 1173 | 5.1273 |
| 5.0531 | 70.0 | 1190 | 5.1273 |
| 5.1073 | 71.0 | 1207 | 5.1273 |
| 5.016 | 72.0 | 1224 | 5.1273 |
| 5.0383 | 73.0 | 1241 | 5.1273 |
| 5.032 | 74.0 | 1258 | 5.1273 |
| 5.0459 | 75.0 | 1275 | 5.1273 |
| 5.0734 | 76.0 | 1292 | 5.1273 |
| 5.0059 | 77.0 | 1309 | 5.1273 |
| 5.027 | 78.0 | 1326 | 5.1273 |
| 5.0383 | 79.0 | 1343 | 5.1273 |
| 5.104 | 80.0 | 1360 | 5.1273 |
| 5.0209 | 81.0 | 1377 | 5.1273 |
| 5.0443 | 82.0 | 1394 | 5.1273 |
| 4.9923 | 83.0 | 1411 | 5.1273 |
| 5.0462 | 84.0 | 1428 | 5.1273 |
| 5.0416 | 85.0 | 1445 | 5.1273 |
| 5.0593 | 86.0 | 1462 | 5.1273 |
| 5.1125 | 87.0 | 1479 | 5.1273 |
| 5.0125 | 88.0 | 1496 | 5.1273 |
| 5.0925 | 89.0 | 1513 | 5.1273 |
| 5.0681 | 90.0 | 1530 | 5.1273 |
| 5.0962 | 91.0 | 1547 | 5.1273 |
| 5.0843 | 92.0 | 1564 | 5.1273 |
| 5.0987 | 93.0 | 1581 | 5.1273 |
| 5.0251 | 94.0 | 1598 | 5.1273 |
| 5.0904 | 95.0 | 1615 | 5.1273 |
| 5.1356 | 96.0 | 1632 | 5.1273 |
| 5.1103 | 97.0 | 1649 | 5.1273 |
| 5.0244 | 98.0 | 1666 | 5.1273 |
| 5.0914 | 99.0 | 1683 | 5.1273 |
| 5.1083 | 100.0 | 1700 | 5.1273 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.1+cu117
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Question Answering
- Library
- transformers
- Type
- deberta-v2
- License
- mit
- Created
- Nov 26, 2023
- Updated
- Mar 6, 2024