Downloads · 30 days
29
2% of all-time downloads
legal-roberta-base-cuad
alex-apostolo/legal-roberta-base-cuad
legal-roberta-base-cuad is a question answering model from alex-apostolo. 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
1.9K
Public
Repo size
3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin496 MB · 99%
At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Aug 9, 2022
- Updated
- Aug 12, 2022
- SHA
- de3d84a3
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. -->
legal-roberta-base-cuad
This model is a fine-tuned version of saibo/legal-roberta-base on the cuad dataset. It achieves the following results on the evaluation set:
- Loss: 0.0260
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: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0393 | 1.0 | 51295 | 0.0261 |
| 0.0234 | 2.0 | 102590 | 0.0254 |
| 0.0234 | 3.0 | 153885 | 0.0260 |
Framework versions
- Transformers 4.21.1
- Pytorch 1.12.0+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Aug 9, 2022
- Updated
- Aug 12, 2022