A 7B multimodal model trained with multi-task reinforcement learning beats much larger models on image-text translation benchmarks, though some out-of-distribution claims are contradicted by the paper's own tables.
Doc-handler: Document scanner, manipulator, and translator based on image and natural language processing
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MT$^{3}$: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning
A 7B multimodal model trained with multi-task reinforcement learning beats much larger models on image-text translation benchmarks, though some out-of-distribution claims are contradicted by the paper's own tables.