A 2.6B looped language model with per-pair LoRA adapters matches or beats 8B-14B MT systems on 32 language pairs, with recurrent-step gains saturating after the first few steps.
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LatentMT: Machine Translation with Latent Reasoning
A 2.6B looped language model with per-pair LoRA adapters matches or beats 8B-14B MT systems on 32 language pairs, with recurrent-step gains saturating after the first few steps.