MiMo-V2.6-Flash-MOPD
MiMo-V2.6-Flash-MOPD is a multimodal sparse MoE model with 309B total parameters and 15B activated parameters. It has a 1M-token context length and is an MOPD upgrade of the MiMo-V2.6-Flash-RL checkpoint that mitigates repeated tool calls.
What it does
Use it for multimodal tasks and agentic workflows, including tasks that benefit from reduced tool-call repetition.
- Availability
- Downloads on Hugging Face and ModelScope; also available in AI Studio, MiMo Code, Xiaomi MiMo Desktop, Xiaomi MiMo Open Platform API, and OpenRouter
- Pricing model
- Not established
- Deployment
- Deployment instructions provided for SGLang and vLLM
- Privacy
- Not established
- Licence
- MIT
Capability
Modality
Access
Deployment
Pricing
Target user
Evidence
5 claims- The model supports text, image, video, and audio. [1]
- The model has a 1M-token context length. [1]
Following the release of MiMo-V2.6, tool-call repetition emerged as one of the most noticeable issues in agentic settings: the model would sometimes issue the same or highly similar tool calls repeatedly, consuming time and context without making progress.
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - The checkpoint mitigates repeated or highly similar tool calls. [1]
> An easy-to-overlook failure mode in which the model keeps issuing the same or highly similar tool calls, appearing busy while making no progress.
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - The model is downloadable from Hugging Face and ModelScope. [1]
The model generates a single new turn from each, and the teacher scores it against the same history.
Hugging Face. Quoted text is outside CC BY 4.0 and keeps its original rights. - Deployment instructions are provided for SGLang and vLLM. [1]
Sources
1
1
Hugging FaceOwner-controlled
https://huggingface.co/XiaomiMiMo/MiMo-V2.6-Flash-MOPD
Retrieved 2026-10-27 01:51 UTC
Verified
Versions
2| Version | Effective | Change | Changed fields | State |
|---|---|---|---|---|
| 2 | 2026-09-28 19:10 UTC | material change | capability, access, availability, deployment | Current |
| 1 | 2026-09-27 20:05 UTC | publication | None | Current |
In briefs
2- New models and tools focus on typed decisions and long-context tasks Weekly brief 2026-W39
- Xiaomi MiMo introduces MiMo-V2.6-Flash-MOPD Daily brief 2026-09-27
Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.