# BERTIN-roBERTa-base-Spanish_sem_eval_2018_task_1

This is a [BERTIN-roBERTa-base-Spanish](https://huggingface.co/bertin-project/bertin-roberta-base-spanish) model finetuned on ~3500 tweets in Spanish annotated for 11 emotion categories in [SemEval-2018 Task 1: Affect in Tweets: SubTask 5: Emotion Classification](https://competitions.codalab.org/competitions/17751) (also available on the [Hugging Face Dataset Hub](https://huggingface.co/datasets/sem_eval_2018_task_1)).

To quickly test it locally, use a pipeline:

```python
from transformers import pipeline

pipe = pipeline("text-classification",model="maxpe/bertin-roberta-base-spanish_sem_eval_2018_task_1")

pipe("¡Odio tener tanto estrés!",top_k=11)
```