Opus Mt En To Bn

🚀 English-Bengali Translation Model

This model is fine-tuned for English to Bengali translation, addressing the need for accurate language conversion between English and Bengali.

🚀 Quick Start

This model is finetuned on Helsinki-NLP/opus-mt-en-inc for English to Bangla Translation.

• Developed by: shhossain
• Model type: [transformer-align]
• Language(s) (NLP): [English, Bengali]
• License: [apache-2.0]
• Finetuned from model [Helsinki-NLP/opus-mt-en-inc]: Helsinki-NLP/opus-mt-en-inc

✨ Features

• Dataset: Utilizes the opus100 dataset for training and validation.
• Metrics: Evaluated using sacrebleu and other metrics like Bleu, Validation Loss, and Training Loss.
• Pipeline Tag: Designed for the translation task.
• Widget Examples: Provides practical examples for quick testing, such as translating "Will you come home tonight?" and "I am so sorry this is a day late, guys. Unfortunately, my internet was down so it was out of my control."

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

from transformers import pipeline

pipe = pipeline("translation", model="shhossain/opus-mt-en-to-bn")

📚 Documentation

Model Information

Results

📄 License

This model is released under the [apache-2.0] license.