Downloads · 30 days
15
1% of all-time downloads
bert-portuguese-squad
lfcc/bert-portuguese-squad
bert-portuguese-squad is a question answering model from lfcc. 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. --
All-time downloads
1.3K
Public
Repo size
10 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin433 MB · 100%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Jan 5, 2023
- Updated
- Jan 5, 2023
- SHA
- 49c061a8
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. -->
bert-portuguese-squad
This model is a fine-tuned version of neuralmind/bert-base-portuguese-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9715
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.041 | 1.0 | 5578 | 1.1970 |
| 0.8267 | 2.0 | 11156 | 1.2215 |
| 0.586 | 3.0 | 16734 | 1.3191 |
| 0.4251 | 4.0 | 22312 | 1.6129 |
| 0.3045 | 5.0 | 27890 | 1.7907 |
| 0.2432 | 6.0 | 33468 | 1.9715 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.13.0+cu117
- Datasets 2.6.1
- Tokenizers 0.13.2
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Jan 5, 2023
- Updated
- Jan 5, 2023