oddadmix/Masrawy2English-translator-0.1

📖 Description

Masrawy-to-English is a translation model built to convert Egyptian Arabic (Masrawy dialect) into fluent English. It focuses on colloquial speech and informal text often found in everyday conversations and social media.

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📊 Evaluation

• BLEU: 0.27 on a curated test set of Egyptian Arabic sentences.
• The score reflects good performance for informal and dialectal translation tasks.

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📚 Dataset

The dataset was built using Egyptian Arabic text manually translated into English, along with high-quality translations generated using OpenAI models. The goal was to cover realistic dialectal expressions and ensure fluent English output.

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✅ Intended Use

Use for: Translating social content, messages, and informal Egyptian Arabic.
Avoid for: MSA, other Arabic dialects, or high-stakes domains (e.g., legal/medical).

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💬 Examples

Egyptian Arabic	English
عامل إيه؟	How are you?
مش قادر أركز خالص	I can’t focus at all

Usage

pipe = pipeline("translation", model=mdl_name, device = 'cuda')
response = pipe(text)[0]['translation_text']
print(response)