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Humor-Recognition-Greek-Multilingual-MiniLM
Kalloniatis/Humor-Recognition-Greek-Multilingual-MiniLM
Humor-Recognition-Greek-Multilingual-MiniLM 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. The card lists the license as apache-2.0.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- May 18, 2024
- Updated
- May 18, 2024
- SHA
- b9392acf
Datasets
Model card
From the Hugging Face model README
This model based on Multilingual MiniLM ("microsoft/Multilingual-MiniLM-L12-H384") 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 AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("kallantis/Humor-Recognition-Greek-Multilingual-MiniLM")
model = AutoModelForSequenceClassification.from_pretrained("kallantis/Humor-Recognition-Greek-Multilingual-MiniLM")
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Languages
- el
- Created
- May 18, 2024
- Updated
- May 18, 2024