Downloads · 30 days
11
2% of all-time downloads
qa-persian-roberta-fa-zwnj-base
makhataei/qa-persian-roberta-fa-zwnj-base
qa-persian-roberta-fa-zwnj-base 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
504
Public
Parameters
118M
7.1 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors471 MB · 99%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Dec 2, 2023
- Updated
- Mar 4, 2024
- SHA
- f0e70c19
Try a prompt
Datasets
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-roberta-fa-zwnj-base
This model is a fine-tuned version of makhataei/qa-persian-roberta-fa-zwnj-base on the parsinlu_reading_comprehension dataset. It achieves the following results on the evaluation set:
- Loss: 5.6923
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: 0.001
- 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 |
|---|---|---|---|
| 5.2326 | 1.0 | 44 | 5.6923 |
| 5.3984 | 2.0 | 88 | 5.6923 |
| 5.4673 | 3.0 | 132 | 5.6923 |
| 5.5463 | 4.0 | 176 | 5.6923 |
| 5.7433 | 5.0 | 220 | 5.6923 |
| 5.7994 | 6.0 | 264 | 5.6923 |
| 5.8169 | 7.0 | 308 | 5.6923 |
| 5.8149 | 8.0 | 352 | 5.6923 |
| 5.8499 | 9.0 | 396 | 5.6923 |
| 5.889 | 10.0 | 440 | 5.6923 |
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
- roberta
- License
- apache-2.0
- Created
- Dec 2, 2023
- Updated
- Mar 4, 2024