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Qwen3 VL 32B Instruct

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

34
general
30
coding
68
reasoning
42
scienceоцен.
70
agents
90
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools56
55.0
LS
Code Ranking248
33.0
AA
General Ranking269
40.0
AA
Math Reasoning124
69.0
AA
Multimodal Ranking35
78.0
LS
Reasoning73
55.0
LS
Science239
44.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK67.3%Сам.

Agents

BFCL-v370.2%Сам.
OSWorld32.6%Сам.

Biology

GPQA68.9%Сам.

Chemistry

SuperGPQA54.6%Сам.

Communication

MM-MT-Bench8.40 / 100Сам.
WritingBench82.9%Сам.
Multi-IF72.0%Сам.

Creativity

Creative Writing v385.6%Сам.
Arena-Hard v264.7%Сам.

Finance

MMLU86.4%Сам.
MMLU-Pro78.6%Сам.
MMLU-ProX73.4%Сам.

General

MMLU-Redux89.8%Сам.
IFEval84.7%Сам.
MLVU-M82.1%Сам.
MMStar77.7%Сам.
MMMU (val)76.0%Сам.
Include74.0%Сам.
LiveBench 2024112572.2%Сам.
MMMU-Pro65.3%Сам.
LiveCodeBench v643.8%Сам.

Grounding

ScreenSpot95.8%Сам.
ScreenSpot Pro57.9%Сам.

Image To Text

OCRBench89.5%Сам.
OCRBench-V2 (en)67.4%Сам.
OCRBench-V2 (zh)59.2%Сам.

Language

CharadesSTA61.2%Сам.

Long Context

LVBench63.8%Сам.

Math

MathVista-Mini83.8%Сам.
AIME 202566.2%Сам.
MathVision63.4%Сам.
PolyMATH40.5%Сам.

Multimodal

DocVQAtest96.9%Сам.
CharXiv-D90.5%Сам.
AI2D89.5%Сам.
InfoVQAtest87.0%Сам.
CC-OCR80.3%Сам.
MVBench72.8%Сам.
MuirBench72.8%Сам.
CharXiv-R62.8%Сам.

Reasoning

Hallusion Bench63.8%Сам.
ERQA48.8%Сам.

Spatial Reasoning

RealWorldQA79.0%Сам.

Vision

ODinW46.6%Сам.

Индексы оценки AA

Math Index
68.3
Intelligence Index
17.2
Coding Index
15.6
Mmlu Pro
0.8
Aime 25
0.7
Gpqa
0.7
Livecodebench
0.5
Ifbench
0.4
Lcr
0.3
Scicode
0.3
Tau2
0.3
Terminalbench Hard
0.1
Hle
0.1

Оценки категорий LLM Stats

Communication
3
Multimodal
1
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Language
80
Legal
80
Spatial Reasoning
70
Tool Calling
70
Video
70
Vision
70
3d
70
Biology
70
Finance
70
General
70
Healthcare
70
Image To Text
70
Math
70
Reasoning
70
Chemistry
60
Long Context
60
Physics
60
Agents
50
Economics
50

Цены

Цена ввода$0.7 / 1M tokens
Цена вывода$2.8 / 1M tokens
Смешанная цена (3:1)$1.225 / 1M tokens

Скорость

Токенов/сек78.4 tokens/s
Задержка первого токена1.23s
Время до первого ответа1.23s

Доступные провайдеры

(Внутренние единицы LS)

Нет данных провайдеров

Внешние ссылки