Opus-mt-it-bg Open-source Machine Translation Model - Free Italian-Bulgarian Mutual Translation

Opus Mt It Bg

Developed by Helsinki-NLP

This is a machine translation model from Italian to Bulgarian based on the Transformer architecture, developed by the Helsinki-NLP team.

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Italian-Bulgarian translation #High-precision machine translation #Multilingual support

Downloads 26

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Italian text into Bulgarian, suitable for text translation tasks.

Model Features

High-quality translation

Achieved 47.9 BLEU score and 0.664 chr-F score on the Tatoeba test set.

Standardized preprocessing

Uses standardization and SentencePiece for text preprocessing to improve translation quality.

Multilingual support

Supports translation tasks from Italian to Bulgarian.

Model Capabilities

Text translation

Cross-language conversion

Use Cases

Language learning

Italian learning aid

Helps Bulgarian speakers understand Italian text

Provides accurate translation results

Business communication

Cross-language business document translation

Translates Italian business documents into Bulgarian

Facilitates business exchanges between the two countries

🚀 ita-bul Translation Model

This project focuses on Italian-to-Bulgarian translation, offering a transformer-based model with specific pre - processing and evaluation metrics.

🚀 Quick Start

The ita-bul model is designed for translating Italian text into Bulgarian. You can download the original weights and test set translations from the provided links below.

✨ Features

Language Pair: Specialized for Italian to Bulgarian translation.
Model Type: Uses a transformer model.
Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k).

📦 Installation

There is no specific installation command provided in the original document. If you want to use this model, you can download the original weights from the following link: opus-2020-07-03.zip

📚 Documentation

Model Details

Property	Details
Model Type	Transformer
Training Data	Not specified
Pre - processing	Normalization + SentencePiece (spm32k, spm32k)
Source Language	Italian (ita)
Target Language	Bulgarian (bul)

Download Links

Original Weights: opus-2020-07-03.zip
Test Set Translations: opus-2020-07-03.test.txt
Test Set Scores: opus-2020-07-03.eval.txt

Benchmarks

testset	BLEU	chr-F
Tatoeba-test.ita.bul	47.9	0.664

System Info

hf_name: ita-bul
source_languages: ita
target_languages: bul
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ita-bul/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['it', 'bg']
src_constituents: {'ita'}
tgt_constituents: {'bul', 'bul_Latn'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ita-bul/opus-2020-07-03.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ita-bul/opus-2020-07-03.test.txt
src_alpha3: ita
tgt_alpha3: bul
short_pair: it-bg
chrF2_score: 0.664
bleu: 47.9
brevity_penalty: 0.961
ref_len: 16512.0
src_name: Italian
tgt_name: Bulgarian
train_date: 2020-07-03
src_alpha2: it
tgt_alpha2: bg
prefer_old: False
long_pair: ita-bul
helsinki_git_sha: 480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha: 2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine: brutasse
port_time: 2020-08-21-14:41

📄 License

This project is licensed under the Apache - 2.0 license.

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