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Model Translate En To Ar From 120k Dataset Ar En Th230111447
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Model Translate En To Ar From 120k Dataset Ar En Th230111447

Developed by Shularp
This is a fine-tuned English-to-Arabic translation model based on Helsinki-NLP/opus-mt-en-ar, trained on a dataset of 120,000 entries with a Bleu score of 20.6264.
Machine Translation
Transformers
Open Source License:Apache-2.0#English-Arabic translation#Fine-tuned model#Bleu optimization
Downloads 52
Release Time : 1/11/2023

Model Overview

This model is specifically designed for English-to-Arabic machine translation tasks and is a sequence-to-sequence model based on the Transformer architecture.

Model Features

High-quality translation
Achieved a Bleu score of 20.6264 on the evaluation set, indicating high translation quality.
Fine-tuning optimization
Fine-tuned on 120,000 professional datasets based on the Helsinki-NLP/opus-mt-en-ar model, optimized for specific domains.
Efficient training
Uses mixed-precision training (native AMP) and the Adam optimizer for high training efficiency.

Model Capabilities

English-to-Arabic text translation
Supports batch translation processing

Use Cases

Document translation
Business document translation
Translate English business contracts, reports, and other documents into Arabic.
Bleu score 20.6264
Content localization
Website content localization
Translate English website content into Arabic versions.
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