Downloads · 30 days
10
19% of all-time downloads
Humor-Recognition_Greek-twhin-bert-large
Kalloniatis/Humor-Recognition_Greek-twhin-bert-large
Humor-Recognition_Greek-twhin-bert-large 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.
All-time downloads
53
Public
Parameters
561M
2.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors2.2 GB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- May 21, 2024
- Updated
- May 21, 2024
- SHA
- 89186efe
Try a prompt
Model card
From the Hugging Face model README
The model is based on TwHIN-BERT large ("Twitter/twhin-bert-large") fine-tuned for Humor Recognition in Greek language.
TwHIN-BERT is a large pre-trained language model for Multilingual Tweets that is trained on 7 billion Tweets from over 100 distinct languages
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-twhin-bert-large")
model = AutoModelForSequenceClassification.from_pretrained("kallantis/Humor-Recognition-Greek-twhin-bert-large", num_labels=2, ignore_mismatched_sizes=True)
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- May 21, 2024
- Updated
- May 21, 2024