README.md

metadata

language:
  - de
  - en
  - es
  - fr
  - it
  - ja
  - ru
  - uk
  - multilingual
license: cc-by-sa-4.0
tags:
  - translation

TakoMT

This is a translation model using Marian-NMT. For more details, please see my repository.

In addition to the data listed in the repository I also used ParaCrawl.

• source languages: de, en, es, fr, it, ru, uk
• target language: ja

How to use

This model uses transformers and sentencepiece.

!pip install transformers sentencepiece

You can use this model directly with a pipeline:

from transformers import pipeline
tako_translator = pipeline('translation', model='staka/takomt')
tako_translator('This is a cat.')

Eval results

The results of the evaluation using tatoeba(randomly selected 500 sentences) are as follows:

source	target	BLEU(*1)
de	ja	27.8
en	ja	28.4
es	ja	32.0
fr	ja	27.9
it	ja	24.3
ru	ja	27.3
uk	ja	29.8

(*1) sacrebleu --tokenize ja-mecab