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Mbart Large 50 En Es Translation Lr 1e 05 Weight Decay 0.01
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Mbart Large 50 En Es Translation Lr 1e 05 Weight Decay 0.01

Developed by DrishtiSharma
An English-to-Spanish translation model fine-tuned based on facebook/mbart-large-50, achieving a BLEU score of 45.09 on the evaluation set.
Machine Translation
Transformers
Open Source License:MIT#English-Spanish translation#Multilingual model#Low learning rate optimization
Downloads 16
Release Time : 9/2/2023

Model Overview

This model is specifically fine-tuned for English-to-Spanish translation tasks, based on the mBART-large-50 architecture, suitable for high-quality text translation scenarios.

Model Features

High-quality translation
Achieved a BLEU score of 45.09 and a ROUGE-1 score of 0.705 on the evaluation set, indicating high translation quality.
Based on mBART architecture
Leverages the mBART-large-50 pre-trained model for fine-tuning, inheriting its powerful multilingual understanding capabilities.
Optimized training
Optimized training with a learning rate of 1e-05 and weight decay of 0.01, ensuring stable performance improvement.

Model Capabilities

English-to-Spanish text translation
High-quality semantic preservation
Handling translations across various domains

Use Cases

Content localization
Website content translation
Translate English website content into Spanish to reach a broader audience.
High-quality translation preserving the original semantics and style
Business communication
Business document translation
Translate English business documents, contracts, etc., into Spanish.
Accurate conveyance of professional terminology and business content
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