Imported from https://hf.co/XiaomiMiMo/MiMo-V2.6-Pro-RL.

Conversion doesn’t support MTP yet.

The embedded Jinja template doesn’t handle tool calls very well, so the model needs a parser/renderer to properly process prompts and responses. Ollama doesn’t currently have a MiMo parser, so this model uses the qwen3.5 parser as a close approximation.

Chat/thinking

$ ollama run frob/mimo-v2.6-pro
>>> hello
Thinking...
The user is simply saying "hello". I'll respond with a friendly greeting.
...done thinking.

Hello! 👋 How are you doing? Is there anything I can help you with today?

>>> /clear
Cleared session context
>>> /set nothink
Set 'nothink' mode.
>>> hello
Hello! It's nice to chat with you. How can I assist you today?

Tools

$ ollama launch opencode \
    --model frob/mimo-v2.6-pro \
    -- \
    run 'create a file called README with the contents "hello world"'

> build · frob/mimo-v2.6-pro:latest

← Write README
Wrote file successfully.

Done.

$ cat README 
hello world

Vision

$ ollama run frob/mimo-v2.6-pro describe ./image1.jpg
Added image './image1.jpg'
Thinking...
用户现在需要描述这张图片里的小狗。首先观察元素：主体是白色小狗，毛发蓬松柔软
，坐姿端正。配饰是红色项圈带金色铃铛，铃铛有细节。背景是户外地面，可能是水泥
或石板，颜色浅灰，背景模糊（景深效果），突出小狗。姿态是坐着，眼神看向侧方，
耳朵小，整体可爱温馨。

要分解细节：小狗的毛色（纯白）、毛发质感（柔软蓬松）、项圈颜色（红）、铃铛（
金色，挂在项圈下）、姿势（坐姿，前爪并拢，后爪支撑）、环境（户外地面，背景虚
化，可能是街道或庭院）。还要注意整体氛围，温暖柔和，小狗的神态显得天真好奇。


现在组织语言：画面中央是一只毛色雪白、毛发蓬松柔软的小狗，它乖巧地坐在浅灰色
的户外地面（似水泥或石板材质）上，前爪并拢、后爪支撑，姿态端正。小狗佩戴着一
条鲜艳的红色项圈，项圈下方悬挂着一枚小巧的金色铃铛，铃铛细节清晰。它的耳朵小
巧，头部转向画面右侧，黑亮的眼睛带着天真与好奇，整体神态温顺可爱。背景经过虚
化处理，呈现出模糊的暖色调（如木质或建筑结构），通过浅景深效果让小狗成为视觉
焦点，画面氛围温馨柔和，传递出纯真治愈的感觉。

检查是否涵盖所有关键元素：小狗的外观（颜色、毛发、耳朵、眼睛）、配饰（项圈、
铃铛）、姿态、环境（地面、背景）、光影和氛围。确保描述细致准确，不遗漏重要细
节。
...done thinking.

To describe the image:  

At the center, there is a **fluffy white puppy** sitting on a light - 
gray, textured outdoor surface (likely concrete or stone). The puppy has 
soft, thick fur and a tiny, rounded ear. It wears a **bright red collar** 
with a small, shiny **gold bell** hanging from it. The puppy is in a neat 
sitting posture, with its front paws close together and its hind legs 
supporting its body. Its head is turned slightly to the right, and its 
dark, bright eyes convey a sense of curiosity and innocence.  

The background is blurred (using a shallow depth of field), showing warm - 
toned, indistinct elements (possibly wooden structures or a building). 
This blurring effect draws full attention to the puppy. The overall 
atmosphere is warm and gentle, emphasizing the puppy’s cute and harmless 
nature.

Audio

$ ollama run frob/mimo-v2.6-pro describe ./ask.wav
Added audio './ask.wav'
Thinking...
</p>The text is a short quote. "Ask not what your country can do for you; 
ask what you can do for your country." This is a famous quote by John F. 
Kennedy.

The user wants me to "describe" the audio based on the transcription and 
timestamps.

Let's look at the timestamps:
00:00 - 00:01 "Ask not"
00:01 - 00:04 "What your country can do for you"
00:04 - 00:07 "Ask what you can do for your country"

Wait, the prompt says "describe" but there is an audio file. Since I don't 
actually *hear* an audio file but I see the transcription with timestamps, 
I should describe the audio content based on this.
Ah, the transcription is:
"00:00 Ask not
00:01 What your country can do for you
00:04 Ask what you can do for your country."

Let me read the prompt again: "listen to the following audio... its 
transcription... describe"
This is an audio description task. The text provided in the user prompt is 
the transcription of the audio, and I should describe what is happening or 
give a brief summary of the audio.

Audio content:
00:00 - 00:01: "Ask not"
00:01 - 00:04: "What your country can do for you"
00:04 - 00:07: "Ask what you can do for your country."

This is a famous quote from John F. Kennedy's inaugural address.
How should I describe it? I can mention that it's an excerpt of JFK's 
inaugural address.
Wait, since the user provides timestamps, I can just summarize the audio 
content.
"The audio features a voice delivering the famous quote, 'Ask not what 
your country can do for you; ask what you can do for your country.' This 
is a well-known line from John F. Kennedy's 1961 inaugural address."

Let me make sure I hit the key points.
1. It's an audio clip of someone speaking.
2. The spoken text is "Ask not what your country can do for you. Ask what 
you can do for your country."
3. This is a famous quote by John F. Kennedy.

Is there any specific format required? The prompt just says "describe".
So, a simple, clear description of the audio content is appropriate.

"The audio contains a spoken excerpt delivering the famous quote: 'Ask not 
what your country can do for you; ask what you can do for your country.' 
This line is from John F. Kennedy's inaugural address."

Let me refine the description to be more descriptive of the provided 
transcription and timing.
"The audio features a speaker delivering a famous quote over about 7 
seconds. The speaker says, 'Ask not what your country can do for you; ask 
what you can do for your country.' This is a well-known excerpt from John 
F. Kennedy's 1961 inaugural address."

Wait, looking closely at the provided text:
00:00 Ask not
00:01 What your country can do for you
00:04 Ask what you can do for your country.

I can describe it exactly as a short spoken clip where someone recites 
this quote.

Let's write down the final response.
"The audio is a short clip of a speaker delivering a famous quote. The 
speaker says, 'Ask not what your country can do for you; ask what you can 
do for your country.' This is a well-known excerpt from John F. Kennedy's 
1961 inaugural address."
This is concise and accurate.

Let me review the guidelines. "In your final response: - Plain text 
only...". Done.
No other special constraints. Just a description.

I will write:
The audio features a speaker reciting a famous quote: "Ask not what your 
country can do for you; ask what you can do for your country." This is an 
excerpt from John F. Kennedy's 1961 inaugural address.
...done thinking.

The audio features a speaker reciting the famous quote, "Ask not what your 
country can do for you; ask what you can do for your country." This 
well-known excerpt is taken from John F. Kennedy's 1961 inaugural address.