Downloads · 30 days
10
2% of all-time downloads
somosnlp-hackathon-2022/class-poems-es
class-poems-es is a text classification model from somosnlp-hackathon-2022. 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. --
Downloads · 30 days
10
2% of all-time downloads
All-time downloads
656
Public
Repo size
997 MB
Likes
4
Public
Click a slice to open those files.
.bin499 MB · 99%
From the Hugging Face model README
This model is a fine-tuned version of BSC-TeMU/roberta-base-bne on the spanish Poems Dataset dataset. It achieves the following results on the evaluation set:
The model was trained to classify poems in Spanish, taking into account the content.
The original dataset has the columns author, content, title, year and type of poem.
For each example, the type of poem it belongs to is identified. Then the model will recognize which type of poem the entered content belongs to.
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.9344 | 1.0 | 258 | 0.7505 | 0.7586 |
| 0.9239 | 2.0 | 516 | 0.8228 | 0.7241 |