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Humor-Recognition-Greek-DistilBERT
Kalloniatis/Humor-Recognition-Greek-DistilBERT
Humor-Recognition-Greek-DistilBERT is a text classification model from Kalloniatis. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- May 22, 2024
- Updated
- May 24, 2024
- SHA
- 1c4cd2d5
Datasets
Model card
From the Hugging Face model README
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
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)
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Languages
- el
- Created
- May 22, 2024
- Updated
- May 24, 2024