Downloads · 30 days
11
12% of all-time downloads
roberta-large-pos
hugo-albert/roberta-large-pos
roberta-large-pos is a token classification model from hugo-albert. Use it when you need labels on individual words, such as names. 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
92
Public
Parameters
354M
8.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.4 GB · 100%
At a glance
- Task
- Token Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Oct 11, 2024
- Updated
- Oct 28, 2024
- SHA
- 7f8cf4b4
Try a prompt
Base models
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. -->
roberta-large-pos
This model is a fine-tuned version of PlanTL-GOB-ES/roberta-large-bne on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0721
- Precision: 0.9821
- Recall: 0.9856
- F1: 0.9838
- Accuracy: 0.9845
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.2213 | 1.0 | 603 | 0.0835 | 0.9761 | 0.9807 | 0.9784 | 0.9800 |
| 0.0336 | 2.0 | 1206 | 0.0756 | 0.9794 | 0.9832 | 0.9813 | 0.9808 |
| 0.0147 | 3.0 | 1809 | 0.0721 | 0.9821 | 0.9856 | 0.9838 | 0.9845 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Tokenizers 0.19.1
- Task
- Token Classification
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Oct 11, 2024
- Updated
- Oct 28, 2024