Xiaomi positions MiMo-V2.6-Flash-RL as the efficiency-oriented checkpoint in its model family. Its model card lists 309 billion total parameters, with 15 billion activated per tokenThe chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.Full definition →, and retains text, image, video and audio support plus a stated one-million-token context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.Full definition →.
The released weights carry an MIT license, and the card supplies deployment examples for teams running their own service. Flash therefore offers another deployment choice within the family while preserving the advertised input modalities. Its parameter counts describe model scale; they do not establish response speed on a particular team's hardware.
Terms in this piece · Glossary
token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
multimodal — A model that works with more than text — reading images, audio, or video, and sometimes generating them too.
inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
