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Qwen3 VL 4B (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
2025-10-14
Параметры
4.0B
Длина контекста
1.0M
Модальности
image, text

Радар способностей

29
general
17
coding
30
reasoning
29
scienceоцен.
70
agents
100
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools65
53.0
LS
Code Ranking370
17.0
AA
General Ranking353
32.0
AA
Math Reasoning285
26.0
AA
Multimodal Ranking51
74.0
LS
Reasoning77
54.0
LS
Science378
28.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK63.4%Сам.

Agents

BFCL-v367.3%Сам.
OSWorld31.4%Сам.

Biology

GPQA64.1%Сам.

Chemistry

SuperGPQA46.8%Сам.

Communication

MM-MT-Bench7.70 / 100Сам.
WritingBench84.0%Сам.
Multi-IF73.6%Сам.

Creativity

Creative Writing v376.1%Сам.
Arena-Hard v236.8%Сам.

Finance

MMLU81.5%Сам.
MMLU-Pro73.6%Сам.
MMLU-ProX65.0%Сам.

General

MMLU-Redux86.0%Сам.
IFEval82.6%Сам.
MLVU-M75.7%Сам.
MMStar73.2%Сам.
MMMU (val)70.8%Сам.
LiveBench 2024112568.4%Сам.
Include64.6%Сам.
MMMU-Pro57.0%Сам.
LiveCodeBench v651.3%Сам.

Grounding

ScreenSpot92.9%Сам.
ScreenSpot Pro49.2%Сам.

Healthcare

VideoMMMU69.4%Сам.

Image To Text

OCRBench80.8%Сам.
OCRBench-V2 (en)61.8%Сам.
OCRBench-V2 (zh)55.8%Сам.

Language

CharadesSTA59.0%Сам.

Long Context

LVBench53.5%Сам.

Math

MathVista-Mini79.5%Сам.
AIME 202574.5%Сам.
MathVision60.0%Сам.
HMMT2553.1%Сам.
PolyMATH44.6%Сам.

Multimodal

DocVQAtest94.2%Сам.
MMBench-V1.186.7%Сам.
AI2D84.9%Сам.
CharXiv-D83.9%Сам.
InfoVQAtest83.0%Сам.
MuirBench75.0%Сам.
CC-OCR73.8%Сам.
MVBench69.3%Сам.
CharXiv-R50.3%Сам.

Reasoning

Hallusion Bench64.1%Сам.
ERQA47.3%Сам.

Spatial Reasoning

RealWorldQA73.2%Сам.

Vision

ODinW39.4%Сам.

Индексы оценки AA

Math Index
25.7
Intelligence Index
13.7
Coding Index
6.7
Mmlu Pro
0.7
Gpqa
0.5
Ifbench
0.4
Livecodebench
0.3
Aime 25
0.3
Lcr
0.2
Scicode
0.2
Tau2
0.2
Hle
0.0
Terminalbench Hard
0.0

Оценки категорий LLM Stats

Communication
3
Multimodal
100
Structured Output
80
Instruction Following
80
Text-to-image
70
Tool Calling
70
Vision
70
Writing
70
Creativity
70
Finance
70
Grounding
70
Healthcare
70
Image To Text
70
Language
70
Legal
70
Math
70
Reasoning
70
Spatial Reasoning
60
Video
60
3d
60
Biology
60
Chemistry
60
General
60
Physics
60
Agents
50
Economics
50
Long Context
50

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
DeepInfra100K1.0M

Внешние ссылки