---
language:
- vi
license: mit
base_model: FacebookAI/xlm-roberta-base
tags:
- generated_from_trainer
model-index:
- name: xlm-roberta-base_span_detect_syl
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/vampire_hunter/span_detector_syl_1/runs/xlm-roberta-base)
# xlm-roberta-base_span_detect_syl

This model is a fine-tuned version of [FacebookAI/xlm-roberta-base](https://huggingface.co/FacebookAI/xlm-roberta-base) on the covid19_ner dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0682
- X: 0.9549
- F1 Macro: 0.9549
- F1 Micro: 0.9549

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | X      | F1 Macro | F1 Micro |
|:-------------:|:-----:|:----:|:---------------:|:------:|:--------:|:--------:|
| 0.1061        | 1.0   | 629  | 0.0699          | 0.9229 | 0.9229   | 0.9229   |
| 0.0366        | 2.0   | 1258 | 0.0813          | 0.9363 | 0.9363   | 0.9363   |
| 0.0223        | 3.0   | 1887 | 0.0707          | 0.9504 | 0.9504   | 0.9504   |
| 0.0144        | 4.0   | 2516 | 0.0661          | 0.9557 | 0.9557   | 0.9557   |
| 0.0092        | 5.0   | 3145 | 0.0682          | 0.9549 | 0.9549   | 0.9549   |


### Framework versions

- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1