🇬🇧 → 🇲🇾 English to Malay Translator

A custom 6+2 Tied Transformer trained from scratch on 2M OpenSubtitles sentence pairs.

Model: AstralPotato/en-ms-transformer  |  chrF: 52.14 (case-normalized, cleaned, beam=5)  |  Params: ~27M

• Architecture: 6-layer encoder + 2-layer decoder, pre-norm Transformer
• Tokenizer: 16K shared BPE
• Training data: 2M filtered OpenSubtitles en-ms pairs
• Trained for: IT3103 Advanced Topics in AI — Assignment 2, 2025 Semester 2

The model outputs lowercase text (tokenizer normalizes to lowercase), with post-processing to capitalize the first letter. Beam search is slower but may produce higher-quality translations.