Livesport/junior_senior_classificator

Junior/Senior Article Classifier

This model is a fine-tuned version of xlm-roberta-base for classifying sports articles as either Professional or Youth/Junior.

It achieves the following results on the evaluation set:

• —Accuracy: [0.964]
• —F1 Score: [0.964]
• —Precision: [0.967]
• —Recall: [0.964]

Model description

The model predicts whether a sports article is about professional sports or youth/junior sports based on the text.

• —Label 0: Professional
• —Label 1: Youth

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: [2e-5]
• —train_batch_size: [8]
• —eval_batch_size: [8]
• —seed: 42
• —optimizer: AdamW
• —num_epochs: [20]

Framework versions

• —Transformers
• —Pytorch
• —Datasets
• —Tokenizers