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Qwen3 VL 32B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Описание

Qwen3-VL is a large multimodal model that unifies vision, language, and reasoning to achieve human-level perception and cognition across text, images, and video. Built on a 235B-parameter architecture, it integrates early joint training of visual and textual modalities for strong language grounding. The model supports up to a 1 million-token context window and excels at visual understanding, spatial reasoning, long video comprehension, and tool-based interaction. It can generate code from images, perform precise 2D/3D object grounding, and operate digital interfaces like a visual agent. The “Instruct” version rivals Gemini 2.5 Pro in perception benchmarks, while the “Thinking” version leads in multimodal reasoning and STEM tasks. With multilingual OCR, creative writing, and fine-grained scene interpretation, Qwen3-VL establishes a new open-source frontier for integrated vision-language intelligence.

Дата выхода
2025-10-21
Параметры
33.0B
Длина контекста
131K
Модальности
image, text

Радар способностей

40
general
37
coding
83
reasoning
45
scienceоцен.
70
agents
90
multimodal

Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools37
61.0
LS
Code Ranking188
43.0
AA
General Ranking173
55.0
AA
Math Reasoning61
86.0
AA
Multimodal Ranking29
80.0
LS
Reasoning65
58.0
LS
Science213
47.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK68.5%Сам.

Agents

BFCL-v371.7%Сам.
AndroidWorld_SR63.7%Сам.
OSWorld41.0%Сам.

Biology

GPQA73.1%Сам.

Chemistry

SuperGPQA59.0%Сам.

Communication

MM-MT-Bench8.30 / 100Сам.
WritingBench86.2%Сам.
Multi-IF78.0%Сам.

Creativity

Creative Writing v383.3%Сам.
Arena-Hard v260.5%Сам.

Factuality

SimpleQA55.4%Сам.

Finance

MMLU88.7%Сам.
MMLU-Pro82.1%Сам.
MMLU-ProX77.2%Сам.

General

MMLU-Redux91.9%Сам.
IFEval87.8%Сам.
MMStar79.4%Сам.
MMMU (val)78.1%Сам.
Include76.3%Сам.
LiveBench 2024112574.7%Сам.
MMMU-Pro68.1%Сам.
LiveCodeBench v665.6%Сам.

Grounding

ScreenSpot95.7%Сам.
ScreenSpot Pro57.1%Сам.

Healthcare

VideoMMMU79.0%Сам.

Image To Text

OCRBench85.5%Сам.
OCRBench-V2 (en)68.4%Сам.
OCRBench-V2 (zh)62.1%Сам.

Language

CharadesSTA62.8%Сам.

Long Context

LVBench62.6%Сам.

Math

MathVista-Mini85.9%Сам.
AIME 202583.7%Сам.
MathVision70.2%Сам.
PolyMATH52.0%Сам.

Multimodal

DocVQAtest96.1%Сам.
MMBench-V1.190.8%Сам.
CharXiv-D90.2%Сам.
InfoVQAtest89.2%Сам.
AI2D88.9%Сам.
MuirBench80.3%Сам.
VideoMME w/o sub.77.3%Сам.
MVBench73.2%Сам.
CharXiv-R65.2%Сам.

Reasoning

Hallusion Bench67.4%Сам.
ERQA52.3%Сам.

Spatial Reasoning

RealWorldQA78.4%Сам.

Индексы оценки AA

Math Index
84.7
Intelligence Index
24.7
Coding Index
14.5
Aime 25
0.8
Mmlu Pro
0.8
Livecodebench
0.7
Gpqa
0.7
Ifbench
0.6
Lcr
0.6
Tau2
0.5
Scicode
0.3
Hle
0.1
Terminalbench Hard
0.1

Оценки категорий LLM Stats

Communication
3
Multimodal
1
Structured Output
80
Writing
80
Creativity
80
Finance
80
Grounding
80
Healthcare
80
Instruction Following
80
Language
80
Legal
80
Math
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Chemistry
70
General
70
Image To Text
70
Physics
70
Reasoning
70
Agents
60
Economics
60
Factuality
60
Long Context
60

Цены

Цена ввода$0.7 / 1M tokens
Цена вывода$8.4 / 1M tokens
Смешанная цена (3:1)$2.625 / 1M tokens

Скорость

Токенов/сек96.8 tokens/s
Задержка первого токена1.27s
Время до первого ответа21.93s

Доступные провайдеры

(Внутренние единицы LS)

Нет данных провайдеров

Внешние ссылки