Downloads · 30 days
6
2% of all-time downloads
datos-textcat
hucruz/datos-textcat
datos-textcat is a text classification model from hucruz. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
390
Public
Repo size
1.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin269 MB · 100%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Feb 21, 2023
- Updated
- Feb 21, 2023
- SHA
- 257d805e
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. -->
datos-textcat
This model is a fine-tuned version of dccuchile/distilbert-base-spanish-uncased on the Consejo dataset. It achieves the following results on the evaluation set:
- Loss: 0.1623
- Accuracy: 0.9676
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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 122 | 0.7060 | 0.8333 |
| No log | 2.0 | 244 | 0.2884 | 0.9259 |
| No log | 3.0 | 366 | 0.2334 | 0.9398 |
| No log | 4.0 | 488 | 0.1797 | 0.9583 |
| 0.5069 | 5.0 | 610 | 0.1964 | 0.9676 |
| 0.5069 | 6.0 | 732 | 0.1686 | 0.9537 |
| 0.5069 | 7.0 | 854 | 0.1671 | 0.9722 |
| 0.5069 | 8.0 | 976 | 0.1634 | 0.9630 |
| 0.034 | 9.0 | 1098 | 0.1693 | 0.9676 |
| 0.034 | 10.0 | 1220 | 0.1623 | 0.9676 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Feb 21, 2023
- Updated
- Feb 21, 2023