---
language:
- el
library_name: transformers
datasets:
- kallantis/Greek-Humorous-Dataset
pipeline_tag: text-classification
---
#
#
# This model is based on mDeBERTa multilingual model ("distilbert/distilbert-base-multilingual-cased") fine-tuned for Humor Recognition in Greek language.
# 



## Model Details

The model was pre-trained over 10 epochs on Greek Humorous Dataset 
#
## Pre-processing details

The text needs to be pre-processed by removing all greek diacritics and punctuation 
and converting all letters to lowercase

## Load Pretrained Model

```python
from transformers import DistilBertTokenizer, DistilBertForSequenceClassification

tokenizer = DistilBertTokenizer.from_pretrained("kallantis/Humor-Recognition-Greek-DistilBERT")
model = DistilBertForSequenceClassification.from_pretrained("kallantis/Humor-Recognition-Greek-DistilBERT", num_labels=2)
```