Downloads · 30 days
2
7% of all-time downloads
bsc-bio-ehr-es-cantemist
anfemora/bsc-bio-ehr-es-cantemist
bsc-bio-ehr-es-cantemist is a machine learning model from anfemora. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
All-time downloads
29
Public
Parameters
124M
5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors496 MB · 99%
At a glance
- Model type
- roberta
- Access
- Public
- Created
- Aug 13, 2024
- Updated
- Aug 15, 2024
- SHA
- deb3e7a6
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-cantemist
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0754
- Precision: 0.8333
- Recall: 0.8515
- F1: 0.8423
- Accuracy: 0.9911
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: 8
- eval_batch_size: 8
- 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 | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.0027 | 1.0 | 2425 | 0.0675 | 0.8012 | 0.8292 | 0.8149 | 0.9900 |
| 0.004 | 2.0 | 4850 | 0.0625 | 0.8195 | 0.8389 | 0.8291 | 0.9905 |
| 0.0026 | 3.0 | 7275 | 0.0682 | 0.7977 | 0.8557 | 0.8257 | 0.9899 |
| 0.0015 | 4.0 | 9700 | 0.0695 | 0.8272 | 0.8408 | 0.8339 | 0.9910 |
| 0.0011 | 5.0 | 12125 | 0.0680 | 0.8352 | 0.8438 | 0.8395 | 0.9909 |
| 0.0009 | 6.0 | 14550 | 0.0745 | 0.8335 | 0.8373 | 0.8354 | 0.9909 |
| 0.0006 | 7.0 | 16975 | 0.0733 | 0.8244 | 0.8396 | 0.8319 | 0.9906 |
| 0.0002 | 8.0 | 19400 | 0.0714 | 0.8388 | 0.8440 | 0.8414 | 0.9912 |
| 0.0002 | 9.0 | 21825 | 0.0730 | 0.8264 | 0.8529 | 0.8394 | 0.9909 |
| 0.0001 | 10.0 | 24250 | 0.0754 | 0.8333 | 0.8515 | 0.8423 | 0.9911 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Type
- roberta
- Created
- Aug 13, 2024
- Updated
- Aug 15, 2024