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Humor-Recognition-Greek-mDeBERTa – AI Model by Kalloniatis | AlphaNeural AI

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Kalloniatis/
Humor-Recognition-Greek-mDeBERTa

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text-classification

kallantis/Greek-Humorous-Dataset

autotrain_compatible

endpoints_compatible

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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

python

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')