readme: ---
  license: cc-by-sa-4.0
  
  language: 
  - en
  - ja
  
  tags:
  - translation
  
  widget:
  - text: "猫はかわいいです。"
  
  ---
  
  # FuguMT
  
  This is a translation model using Marian-NMT.
  For more details, please see [my repository](https://github.com/s-taka/fugumt).
  
  * source language: ja
  * target language: en 
  
  ### How to use
  
  This model uses transformers and sentencepiece.
  ```python
  !pip install transformers sentencepiece
  ```
  
  You can use this model directly with a pipeline:
  
  ```python
  from transformers import pipeline
  fugu_translator = pipeline('translation', model='staka/fugumt-ja-en')
  fugu_translator('猫はかわいいです。')
  ```
  
  ### Eval results
  
  The results of the evaluation using [tatoeba](https://tatoeba.org/ja)(randomly selected 500 sentences) are as follows:
  
  |source |target |BLEU(*1)| 
  |-------|-------|--------|
  |ja     |en     |39.1    |
  
  (*1) sacrebleu