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

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Kalloniatis/
Humor-Recognition-Greek-DistilBERT

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text-classification

kallantis/Greek-Humorous-Dataset

autotrain_compatible

endpoints_compatible

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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)