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MiLMMT-46-4B-v1.0

MiLMMT-46-4B-v1.0 is an LLM-based translation model. Its training builds on Gemma3-4B through four stages: (1) **continual pretraining** on 143 billion tokens of monolingual and parallel data across 46 languages, yielding MiLMMT-46-4B-Pretrain; (2) **supervised finetuning**, yielding MiLMMT-46-4B-v0.1; and (3) **reinforcement learning**; and (4) **model merging**, yielding this model, MiLMMT-46-4B-v1.0. MiLMMT-46 currently supports only the 46 languages listed above, and strong translation performance is not guaranteed for other languages. We will continue to improve the translation quality of MiLMMT-46, and future model releases will follow in due course.

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MiLMMT-46-4B-v1.0 is an LLM-based translation model. Its training builds on Gemma3-4B through four stages: (1) **continual pretraining** on 143 billion tokens of monolingual and parallel data across 46 languages, yielding MiLMMT-46-4B-Pretrain; (2) **supervised finetuning**, yielding MiLMMT-46-4B-v0.1; and (3) **reinforcement learning**; and (4) **model merging**, yielding this model, MiLMMT-46-4B-v1.0. MiLMMT-46 currently supports only the 46 languages listed above, and strong translation performance is not guaranteed for other languages. We will continue to improve the translation quality of MiLMMT-46, and future model releases will follow in due course.

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