Marian-finetuned-kde4-en-to-ja Open-source Translation Model - Free Deployment for Precise English-Japanese Translation

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Marian Finetuned Kde4 En To Ja

Developed by Hoax0930

An English-to-Japanese translation model fine-tuned on the kde4 dataset, based on Helsinki-NLP/opus-tatoeba-en-ja

Machine Translation

Transformers

Open Source License:Apache-2.0 #English-Japanese Translation #Fine-tuned Model #BLEU Optimization

Downloads 43

Release Time : 8/30/2022

Model Overview

This model is a sequence-to-sequence model specifically designed for English-to-Japanese translation, fine-tuned on the kde4 dataset, capable of performing high-quality English-Japanese translation tasks.

Model Features

High-Quality Translation

Achieved a BLEU score of 37.11 on the kde4 evaluation set, indicating high translation quality

Domain Adaptation

Through fine-tuning on the kde4 dataset, the model performs better in domain-specific translations

Efficient Training

Utilizes mixed-precision training (native AMP) and Adam optimizer for high training efficiency

Model Capabilities

English-to-Japanese Translation

Text Generation

Use Cases

Language Translation

Document Translation

Translate English documents into Japanese

Achieved 37.11 BLEU score on kde4 dataset

Localization Support

Provide English-Japanese translation support for software or websites

Property	Details
Model Type	Fine - tuned translation model
Training Data	kde4
Metrics	Bleu

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Marian Finetuned Kde4 En To Ja

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