dashai-translation-plugin 0.0.1

Translation Plugin

Translation Plugin

Components included

The ML components included in this plugin are the following:

Task

• Translation Task

Models

The translation models come from HuggingFace, and these are:

• Helsinki-NLP/opus-mt-en-es: This model translates from English to Spanish using transformers (more information about the model is available here).

Metrics

The metrics included in this plugin come from the evaluation library, and these are:

• BLEU: measures the precision of n-grams between a machine-generated translation and one or more reference translations, evaluating similarity
• TER: calculates the number of edits (insertions, deletions, substitutions, and reordering) needed to transform a machine-generated translation into the reference translation.