# English to Setswana

Author: Laura Martinus

## Data

	- The Autshumato dataset used for training in Ukuxhumana.

## Model

	- Default Masakhane Transformer translation model.
	- Link to google drive folder with model(https://drive.google.com/open?id=190zLRbCC0_PVpdH4TCktAaplfR8ocWwJ)

## Analysis

 	- TODO

# Results
	- BLEU dev: 29.78
	- BLEU test: 19.66 

	- Note: It is probably best to train this model for longer, as it timed out on Google Colab
	- Note: Will likely benefit from optimising the number of BPE codes