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Mbart50 Ft Si En
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Mbart50 Ft Si En

Developed by Aloka
A sequence-to-sequence language model based on the mbart50 architecture, supporting text generation tasks from Sinhala to English
Machine Translation
Transformers
#Multilingual Translation#Sequence-to-Sequence Generation#Low-Resource Optimization
Downloads 17
Release Time : 3/2/2022

Model Overview

This model is a text-to-text generation model based on the mbart50 architecture, specifically fine-tuned for Sinhala-to-English translation tasks. It performs well on sequence-to-sequence language modeling tasks.

Model Features

Multilingual Support
Based on the mbart50 architecture, supporting translation tasks from Sinhala to English
Sequence-to-Sequence Modeling
Sequence-to-sequence architecture optimized specifically for text generation tasks
Efficient Training
Uses mixed-precision training and gradient accumulation techniques to improve training efficiency

Model Capabilities

Text Translation
Sequence Generation
Language Modeling

Use Cases

Language Translation
Sinhala to English Translation
Translate Sinhala text into English
Achieved a loss value of 5.0476 on the evaluation dataset
Text Generation
Input-Based Text Generation
Generate corresponding English text based on input Sinhala
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