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Qwen3 VL 4B 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
2025-10-14
Параметры
4.0B
Длина контекста
Модальности
image, text

Радар способностей

25
general
14
coding
37
reasoning
22
scienceоцен.
60
agents
90
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools76
48.0
LS
Code Ranking404
13.0
AA
General Ranking385
28.0
AA
Math Reasoning237
37.0
AA
Multimodal Ranking56
72.0
LS
Reasoning90
48.0
LS
Science422
20.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK65.8%Сам.

Agents

BFCL-v363.3%Сам.
OSWorld26.2%Сам.

Chemistry

SuperGPQA40.3%Сам.

Communication

MM-MT-Bench7.50 / 100Сам.
WritingBench82.5%Сам.

Factuality

SimpleQA48.0%Сам.

Finance

MMLU77.2%Сам.
MMLU-Pro67.1%Сам.
MMLU-ProX59.4%Сам.

General

IFEval82.3%Сам.
MMLU-Redux81.5%Сам.
MLVU-M75.3%Сам.
MMStar69.8%Сам.
MMMU (val)67.4%Сам.
Include61.4%Сам.
LiveBench 2024112560.9%Сам.
MMMU-Pro53.2%Сам.
LiveCodeBench v637.9%Сам.

Grounding

ScreenSpot94.0%Сам.
ScreenSpot Pro59.5%Сам.

Healthcare

VideoMMMU56.2%Сам.

Image To Text

OCRBench88.1%Сам.
OCRBench-V2 (en)63.7%Сам.
OCRBench-V2 (zh)57.6%Сам.

Language

CharadesSTA55.5%Сам.

Long Context

LVBench56.2%Сам.

Math

MathVista-Mini73.7%Сам.
MathVision51.6%Сам.
AIME 202546.6%Сам.
HMMT2530.7%Сам.
PolyMATH28.8%Сам.

Multimodal

DocVQAtest95.3%Сам.
MMBench-V1.185.1%Сам.
AI2D84.1%Сам.
InfoVQAtest80.3%Сам.
CharXiv-D76.2%Сам.
CC-OCR76.2%Сам.
MVBench68.9%Сам.
MuirBench63.8%Сам.
CharXiv-R39.7%Сам.

Reasoning

Hallusion Bench57.6%Сам.
ERQA41.3%Сам.

Spatial Reasoning

RealWorldQA70.9%Сам.

Vision

ODinW48.2%Сам.

Индексы оценки AA

Math Index
37.0
Intelligence Index
9.6
Coding Index
4.5
Mmlu Pro
0.6
Gpqa
0.4
Aime 25
0.4
Ifbench
0.3
Livecodebench
0.3
Tau2
0.2
Scicode
0.1
Lcr
0.1
Hle
0.0
Terminalbench Hard
0.0

Оценки категорий LLM Stats

Communication
4
Multimodal
90
Text-to-image
80
Writing
80
Creativity
80
Grounding
80
Instruction Following
80
Structured Output
70
3d
70
Image To Text
70
Language
70
Legal
70
Spatial Reasoning
60
Tool Calling
60
Video
60
Vision
60
Finance
60
General
60
Healthcare
60
Long Context
60
Math
60
Reasoning
60
Factuality
50
Agents
40
Chemistry
40
Economics
40
Physics
40

Цены

Цена вводаБесплатно
Цена выводаБесплатно
Смешанная цена (3:1)Бесплатно

Скорость

Токенов/сек0.0 tokens/s
Задержка первого токена0.00s
Время до первого ответа0.00s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
DeepInfra100K600K

Внешние ссылки