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Mbart Large 50 En Es Translation Lr 1e 05 Weight Decay 0.0

Developed by DrishtiSharma
This model is a fine-tuned English-to-Spanish translation model based on facebook/mbart-large-50, achieving a BLEU score of 45.03 on the evaluation set.
Downloads 27
Release Time : 9/2/2023

Model Overview

An English-to-Spanish neural machine translation model based on the mBART-large-50 architecture, suitable for high-quality text translation tasks.

Model Features

High-quality translation
Achieved a BLEU score of 45.03 and a ROUGE-1 score of 0.70 on the evaluation set, indicating high translation quality.
Based on mBART architecture
Utilizes the mBART-large-50 pre-trained model for fine-tuning, inheriting its robust multilingual representation capabilities.
Optimized training
Trained for 4 epochs with a learning rate of 1e-5 and a linear learning rate scheduler, achieving stable performance improvements.

Model Capabilities

English-to-Spanish text translation
Fluid translation preserving original semantics
Handling long-text translation

Use Cases

Text translation
Document translation
Translate English documents into Spanish while maintaining the accuracy of professional terminology.
Achieved a BLEU score of 45.03 on the test set
Content localization
Localize English website or application content into Spanish versions.
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