---
tags:
- multilingual
datasets:
- xquad
---

# bert-base-multilingual-uncased for multilingual QA

# Overview
**Language Model**: bert-base-multilingual-uncased \
**Downstream task**: Extractive QA \
**Training data**: [XQuAD](https://github.com/deepmind/xquad) \
**Testing Data**: [XQuAD](https://github.com/deepmind/xquad)

# Hyperparameters

```python
batch_size = 48
n_epochs = 6
max_seq_len = 384
doc_stride = 128
learning_rate = 3e-5
```

# Performance

Evaluated on held-out test set from XQuAD
```python
"exact_match": 64.6067415730337,
"f1": 79.52043478874286,
"test_samples": 2384
```