SeamlessM4T Medium is a multilingual translation specialist that handles text across dozens of languages without breaking a sweat. It sits in the middle of the M4T family — more capable than the smaller variant but lighter than the large version, making it a practical choice when compute is a real constraint. Its non-commercial license means it lives comfortably in research and experimentation but hits a wall in production deployments.