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qa-persian-xlmr-large
makhataei/qa-persian-xlmr-large
qa-persian-xlmr-large is a question answering model from makhataei. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Nov 29, 2023
- Updated
- Apr 6, 2024
- SHA
- 4ed2d01f
Try a prompt
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-xlmr-large
This model is a fine-tuned version of makhataei/qa-persian-xlmr-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.0366
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: 5e-06
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.0175 | 1.0 | 202 | 1.5773 |
| 1.17 | 2.0 | 404 | 1.7608 |
| 0.6861 | 3.0 | 606 | 2.2780 |
| 0.4457 | 4.0 | 808 | 2.8859 |
| 0.2626 | 5.0 | 1010 | 3.9207 |
| 0.1862 | 6.0 | 1212 | 4.6119 |
| 0.1264 | 7.0 | 1414 | 4.8694 |
| 0.0786 | 8.0 | 1616 | 4.8824 |
| 0.0566 | 9.0 | 1818 | 4.9686 |
| 0.0571 | 10.0 | 2020 | 5.0366 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Question Answering
- Library
- transformers
- Type
- xlm-roberta
- Created
- Nov 29, 2023
- Updated
- Apr 6, 2024