Xlm Roberta Base Finetuned Panx De

🚀 xlm-roberta-base-finetuned-panx-de

This model is a fine - tuned version of [xlm - roberta - base](https://huggingface.co/xlm - roberta - base) on the xtreme dataset, achieving excellent results in token classification.

🚀 Quick Start

This model is a fine - tuned version of [xlm - roberta - base](https://huggingface.co/xlm - roberta - base) on the xtreme dataset. It achieves the following results on the evaluation set:

• Loss: 0.1372
• F1: 0.8621

📚 Documentation

Model Information

Model Index

• Name: xlm - roberta - base - finetuned - panx - de Results:
  • Task: Name: Token Classification Type: token - classification Dataset: Name: xtreme Type: xtreme Args: PAN - X.de Metrics:
    • Name: F1 Type: f1 Value: 0.8620945214069894

🔧 Technical Details

Training Procedure

Training Hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e - 05
• train_batch_size: 24
• eval_batch_size: 24
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon = 1e - 08
• lr_scheduler_type: linear
• num_epochs: 3

Training Results

Framework Versions

• Transformers 4.19.4
• Pytorch 1.11.0+cu113
• Datasets 2.2.2
• Tokenizers 0.12.1

📄 License

This project is licensed under the MIT license.