Downloads · 30 days
5
2% of all-time downloads
bsc-bio-ehr-es-vih-rod
Wariano/bsc-bio-ehr-es-vih-rod
bsc-bio-ehr-es-vih-rod is a text classification model from Wariano. Use it when you need a label for a piece of text. 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
260
Public
Repo size
17.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin499 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Sep 14, 2023
- Updated
- Sep 15, 2023
- SHA
- 37fbb438
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. -->
bsc-bio-ehr-es-vih-rod
This model is a fine-tuned version of PlanTL-GOB-ES/bsc-bio-ehr-es on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0021
- Precision: 1.0
- Sensitivity: 1.0
- F2: 1.0
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Sensitivity | F2 |
|---|---|---|---|---|---|---|
| 0.0886 | 1.0 | 21 | 0.0702 | 0.9524 | 1.0 | 0.9901 |
| 0.0856 | 2.0 | 42 | 0.0050 | 1.0 | 1.0 | 1.0 |
| 0.0493 | 3.0 | 63 | 0.0031 | 1.0 | 1.0 | 1.0 |
| 0.0315 | 4.0 | 84 | 0.0021 | 1.0 | 1.0 | 1.0 |
| 0.0288 | 5.0 | 105 | 0.0021 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Sep 14, 2023
- Updated
- Sep 15, 2023