metadata
language: uk
datasets: Yehor/ual-topics
license: cc-by-nc-sa-4.0
Metrics
- Epochs: 50
- Test accuracy: 0.62500
- F1 (MACRO): 0.46573
How to use
import torch
from transformers import AutoTokenizer, AutoModel
tokenizer = AutoTokenizer.from_pretrained("Yehor/ual-topics-classifier")
model = AutoModel.from_pretrained("Yehor/ual-topics-classifier")
device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
topic_classifier = pipeline(task='text-classification', model=model, tokenizer=tokenizer, device=device)
question = """
Що мені робити на ВЛК
"""
print(topic_classifier(question))
question = """
Які мої дії для отримання аліментів на дитину
"""
print(topic_classifier(question))