Marian-finetuned-kde4-en-to-zh_TW Open-source English to Traditional Chinese Translation Model

Marian Finetuned Kde4 En To Zh TW

Developed by peterhsu

This model is a fine-tuned English-to-Traditional Chinese translation model based on Helsinki-NLP/opus-mt-en-zh on the kde4 dataset, achieving a Bleu score of 39.0863.

Machine Translation

Transformers

Open Source License:Apache-2.0 #English-Traditional Chinese Translation #Fine-tuning Optimization #Bleu39+

Downloads 38

Release Time : 3/2/2022

Model Overview

A sequence-to-sequence translation model based on the Marian framework, specifically fine-tuned for English-to-Traditional Chinese translation tasks.

Model Features

Domain Adaptation Fine-tuning

Fine-tuned on the kde4 professional dataset to enhance translation quality in specific domains.

Efficient Inference

Based on an optimized Transformer architecture for fast text generation.

Standardized Evaluation

Quantitative evaluation using standard metrics such as BLEU.

Model Capabilities

English-to-Traditional Chinese text translation

Sequence-to-sequence text generation

Use Cases

Localization Translation

Software Interface Translation

Localize English software interfaces into Traditional Chinese versions.

Bleu score 39.0863

Document Translation

Technical Document Translation

English-to-Traditional Chinese conversion of professional technical documents.

Property	Details
Model Type	Fine - tuned Marian model for English to Traditional Chinese translation
Training Data	kde4
Evaluation Metrics	Bleu: 39.0863, Loss: 1.0047

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Marian Finetuned Kde4 En To Zh TW

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