transformers safetensors xlm-roberta token-classification autotrain_compatible endpoints_compatible region:us
---
library_name: transformers
tags: []
---

# Model Card for Model ID

This model is a fine-tuned version of [FacebookAI/xlm-roberta-large-finetuned-conll03-english](https://huggingface.co/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

<!-- Provide a longer summary of what this model is. -->

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
<!-- | Entity Type | Precision | Recall | F1-Score | Support |
|-------------|-----------|--------|----------|---------|
| DATE_TIME   | 1.00      | 0.99   | 0.99     | 1474    |
| EMAIL       | 1.00      | 1.00   | 1.00     | 8936    |
| GENDER      | 1.00      | 1.00   | 1.00     | 1142    |
| LOC         | 1.00      | 0.99   | 1.00     | 8295    |
| PER         | 1.00      | 1.00   | 1.00     | 17005   |
| PHONE       | 1.00      | 1.00   | 1.00     | 5845    |
| SSN         | 1.00      | 1.00   | 1.00     | 16654   |
| **Micro Avg** | 1.00    | 1.00   | 1.00     | 59351   |
| **Macro Avg** | 1.00    | 1.00   | 1.00     | 59351   |
| **Weighted Avg** | 1.00 | 1.00   | 1.00     | 59351   | -->

Validation Loss: 0.0009539824152059737  

Validation Accuracy: 0.999389430961554
