Tryfonas/fine-tuned-bert-classifier-bds24

BERT Fine-Tuned Classifier

This model was fine-tuned using BERT for text classification.

Training Details

• Dataset: [Your Dataset Name] # Replace with actual dataset
• Hyperparameters:
  • Epochs: 3
  • Batch Size: 8
  • Learning Rate: 5e-5
  • Weight Decay: 0.01

Evaluation Metrics

• Loss: 0.5719
• Accuracy: 87.74%
• Precision: 86.47%
• Recall: 89.56%
• F1-score: 87.99%

Model Usage

To use this model with transformers:

from transformers import pipeline

model_name = "Tryfonas/fine-tuned-bert-classifier-bds24"  # Update with your repo name
classifier = pipeline("text-classification", model=model_name)

result = classifier("This is an example text")
print(result)