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Aslandmsl

Developed by vania2911
A Spanish-to-Spanish machine translation model fine-tuned based on Helsinki-NLP/opus-mt-es-es
Downloads 18
Release Time : 11/4/2024

Model Overview

This model is a machine translation model fine-tuned based on Helsinki-NLP/opus-mt-es-es, specifically designed for Spanish-to-Spanish translation tasks.

Model Features

High-precision translation
Achieved a BLEU score of 88.0304 on the evaluation set, indicating high translation quality
Efficient training
Utilized mixed-precision training (Native AMP) and the adamw_torch optimizer for high training efficiency
Stable convergence
The loss value steadily decreased during training, from an initial 1.5653 to a final 0.1788

Model Capabilities

Spanish text translation
High-quality machine translation

Use Cases

Text processing
Spanish text normalization
Convert Spanish texts of different styles into standard forms
BLEU score reached 88.0304, indicating good conversion effectiveness
Spanish text paraphrasing
Perform synonym paraphrasing on Spanish texts
TER score of 7.4110, indicating natural paraphrasing effects
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