Opus-mt-en-tl Open-source Translation Model - Free and Accurate English to Filipino Translation

Opus Mt En Tl

Developed by Helsinki-NLP

opus-mt-en-tl is a Transformer-based machine translation model specifically designed for translating English to Filipino (Tagalog).

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #English-Tagalog Translation #Transformer-based #Multi-domain Applicability

Downloads 1,191

Release Time : 3/2/2022

Model Overview

This model is a machine translation model capable of translating English text into Filipino. It is trained on the OPUS dataset, utilizing the transformer-align architecture and SentencePiece tokenization technology.

Model Features

Trained on OPUS Dataset

The model was trained using the OPUS dataset, ensuring diversity and accuracy in translations.

Transformer-align Architecture

Employs the transformer-align architecture to better handle language alignment issues.

SentencePiece Tokenization

Utilizes SentencePiece tokenization technology to enhance the model's ability to process complex texts.

Model Capabilities

English-to-Filipino text translation

Use Cases

Language Translation

English-to-Filipino Document Translation

Translate English documents into Filipino for cross-language communication.

Achieved a BLEU score of 26.6 on the Tatoeba test set.

Property	Details
Source Languages	en
Target Languages	tl
OPUS Readme	en-tl
Dataset	opus+bt
Model Type	transformer-align
Pre - processing	normalization + SentencePiece

testset	BLEU	chr-F
Tatoeba.en.tl	26.6	0.577

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Opus Mt En Tl

Model Overview

Model Features

Model Capabilities

Use Cases

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