DGurgurov/xlm-r_slovak_sentiment

Fine-tuned XLM-R Model for slovak Sentiment Analysis

This is a fine-tuned XLM-R model for sentiment analysis in slovak.

Model Details

• Model Name: XLM-R Sentiment Analysis
• Language: slovak
• Fine-tuning Dataset: DGurgurov/slovak_sa

Training Details

• Epochs: 20
• Batch Size: 32 (train), 64 (eval)
• Optimizer: AdamW
• Learning Rate: 5e-5

Performance Metrics

• Accuracy: 0.96833
• Macro F1: 0.93172
• Micro F1: 0.96833

Usage

To use this model, you can load it with the Hugging Face Transformers library:

from transformers import AutoTokenizer, AutoModelForSequenceClassification

tokenizer = AutoTokenizer.from_pretrained("DGurgurov/xlm-r_slovak_sentiment")
model = AutoModelForSequenceClassification.from_pretrained("DGurgurov/xlm-r_slovak_sentiment")

License

[MIT]