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Mistral Small (Sep '24)

MistralMistralOpen WeightApache 2.0 · Commercial OK

描述

Mistral Small 4 is Mistral AI's hybrid small model that unifies instruct, reasoning, multimodal understanding, and coding capabilities in a single efficient system. It uses a 119B-parameter Mixture-of-Experts architecture with native image input, a 256k context window, and configurable reasoning depth for general chat, coding agents, and long-context reasoning workloads.

发布日期
2024-09-17
参数规模
119.0B
上下文长度
支持模态
image, text

能力雷达图

22
general
14
coding
28
reasoning
23
science估算
0
agents
60
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
代码能力榜387
15.0
AA
通用能力榜401
25.0
AA
数学推理263
31.0
AA
科学能力410
22.0
AA

基准测试分数 (LLM Stats)

Biology

GPQA71.2%自报

Code

LiveCodeBench63.6%自报

Creativity

Arena Hard58.3%自报

Finance

MMLU-Pro78.0%自报

General

MMMU-Pro60.0%自报
IFBench48.0%自报

Language

COLLIE62.9%自报

Long Context

AA-LCR71.2%自报

Math

AIME 202583.8%自报

AA 评测指数

Intelligence Index
10.2
Math 500
0.6
Mmlu Pro
0.5
Gpqa
0.4
Scicode
0.2
Livecodebench
0.1
Aime
0.1
Hle
0.0

LLM Stats 分类评分

Finance
80
Healthcare
80
Legal
80
Math
80
Biology
70
Chemistry
70
Language
70
Long Context
70
Physics
70
Reasoning
70
Vision
60
Writing
60
Code
60
Creativity
60
General
60
Multimodal
60
Instruction Following
50

定价

输入价格$0.2 / 1M tokens
输出价格$0.6 / 1M tokens
混合价格(3:1)$0.3 / 1M tokens

速度

Tokens/秒155.0 tokens/s
首Token延迟0.53s
首回答延迟0.53s

可用提供商

(LS 内部计价单位)
提供商输入价格输出价格
Mistral AI150K600K

外部链接