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Humor-Recognition-Greek-mDeBERTa
Kalloniatis/Humor-Recognition-Greek-mDeBERTa
Humor-Recognition-Greek-mDeBERTa 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
- deberta-v2
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 24, 2024
- SHA
- 8eed16f0
Datasets
Model card
From the Hugging Face model README
This model is based on mDeBERTa ("microsoft/mdeberta-v3-base") and was 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 DebertaV2Tokenizer, DebertaV2ForSequenceClassification
import torch
tokenizer = DebertaV2Tokenizer.from_pretrained('kallantis/Humor-Recognition-Greek-mDeBERTa')
model = DebertaV2ForSequenceClassification.from_pretrained('kallantis/Humor-Recognition-Greek-mDeBERTa')
- Task
- Text Classification
- Library
- transformers
- Type
- deberta-v2
- Languages
- el
- Created
- May 24, 2024
- Updated
- May 24, 2024