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ner-roberta-large-bahasa-indonesia-finetuned

Token Classification
Transformers
Safetensors
xlm-roberta
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metadata
library_name: transformers
tags: []

Model Card for Model ID

This model is a fine-tuned version of FacebookAI/xlm-roberta-large-finetuned-conll03-english on a synthetic Named Entity Recognition (NER) dataset in Bahasa Indonesia. The dataset contains 25,000 samples in BIO format with annotations for various entity types.

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

  • Base Model: Roberta
  • Model type: Token Classification
  • Language(s) (NLP): Bahasa Indonesia
  • Finetuned from model [optional]: xlm-roberta-large-finetuned-conll03-english

Training Performance

Epoch Training Loss Training Accuracy
1 0.012390273481311305 0.9912830868740373
2 0.002953063364330592 0.9979232802183077

Performance

Validation Loss: 0.0009539824152059737

Validation Accuracy: 0.999389430961554