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MiMo-V2-Flash (Non-reasoning)

XiaomiOpen WeightMIT · Commercial OK

描述

MiMo-V2-Flash is a powerful, efficient, and ultra-fast foundation language model that excels in reasoning, coding, and agentic scenarios. It is a Mixture-of-Experts model with 309B total parameters and 15B active parameters, featuring a hybrid attention architecture with sliding-window and full attention (5:1 ratio, 128-token window). Delivers 150 tokens/sec inference with 256k context window.

发布日期
2025-12-16
参数规模
309.0B
上下文长度
262K
支持模态
text

能力雷达图

40
general
31
coding
67
reasoning
40
science估算
60
agents
0
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
智能体与工具67
53.0
LS
代码能力榜184
43.0
AA
通用能力榜137
60.0
AA
数学推理128
68.0
AA
科学能力252
42.0
AA

基准测试分数 (LLM Stats)

Agents

Tau-bench80.3%自报
BrowseComp58.3%自报
Terminal-Bench 2.038.5%自报
Terminal-Bench30.5%自报

Biology

GPQA83.7%自报

Code

SWE-Bench Verified73.4%自报
SWE-bench Multilingual71.7%自报

Creativity

Arena-Hard v286.2%自报

Finance

MMLU-Pro84.9%自报

General

LiveCodeBench v680.6%自报
LongBench v260.6%自报
MRCR45.7%自报

Math

AIME 202594.1%自报
HMMT 202584.4%自报
Humanity's Last Exam22.1%自报

AA 评测指数

Math Index
67.7
Intelligence Index
30.4
Coding Index
25.8
Tau2
0.8
Mmlu Pro
0.7
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.4
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Terminalbench Hard
0.3
Hle
0.1

LLM Stats 分类评分

Writing
90
Creativity
90
Biology
80
Chemistry
80
Finance
80
Healthcare
80
Language
80
Legal
80
Physics
80
Frontend Development
70
General
70
Math
70
Reasoning
70
Structured Output
60
Tool Calling
60
Search
60
Agents
50
Code
50
Long Context
50
Vision
20

定价

输入价格$0.1 / 1M tokens
输出价格$0.3 / 1M tokens
混合价格(3:1)$0.15 / 1M tokens

速度

Tokens/秒129.6 tokens/s
首Token延迟1.41s
首回答延迟1.41s

可用提供商

(LS 内部计价单位)

暂无提供商数据

外部链接