XiaomiMiMo VL

MiMo VL 7B RL

MiMo VL 7B RL continues the supervised vision-language checkpoint with mixed on-policy reinforcement learning. Its rewards cover perception, grounding, reasoning and preferences.

Mixed objectives can interfere

The authors explicitly note that interference between training domains remains a challenge. Their method tries to improve several visual and reasoning abilities together.MiMo-VL-7B-RL official model card

Evaluate localization as well as explanation

Practical guidance. Ask for the object or region that supports an answer, then check it against the image. This can reveal a plausible explanation attached to the wrong evidence. Use video tasks that require timing, not just a summary of one frame.

Specifications & access

MiMo VL 7B RL specifications
DetailValue and conditions
AccessDownloadable
Model identifiersMiMo-VL-7B-RLMiMo-VL-7B-RL-GGUF
LicenceMIT.MiMo-VL-7B-RL official model card
Training distinctionThe reward mix spans text, image and video tasks rather than one narrow visual skill.MiMo-VL-7B-RL official model card

Related models

  • An updated MiMo VL 7B reasoning model for image and video tasks with an option to disable reasoning.

    Launch date not confirmedDownloadable
  • A 7B vision-language model trained through alignment, multimodal pretraining and supervised instruction tuning.

    Launch date not confirmedResearch releaseDownloadable