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Qwen3 VL 8B 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
9.0B
Длина контекста
131K
Модальности
image, text, video

Радар способностей

29
general
17
coding
30
reasoning
26
scienceоцен.
70
agents
100
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools64
53.0
LS
Code Ranking369
17.0
AA
General Ranking332
34.0
AA
Math Reasoning274
28.0
AA
Multimodal Ranking50
74.0
LS
Reasoning83
52.0
LS
Science400
24.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK69.1%Сам.

Agents

BFCL-v366.3%Сам.
OSWorld33.9%Сам.

Chemistry

SuperGPQA44.5%Сам.

Communication

MM-MT-Bench7.70 / 100Сам.
WritingBench83.1%Сам.
Multi-IF75.1%Сам.

Finance

MMLU80.7%Сам.
MMLU-Pro71.6%Сам.
MMLU-ProX65.4%Сам.

General

MMLU-Redux84.9%Сам.
IFEval83.7%Сам.
MLVU-M78.1%Сам.
MMStar70.9%Сам.
MMMU (val)69.6%Сам.
Include67.0%Сам.
LiveBench 2024112562.0%Сам.
MMMU-Pro55.9%Сам.
LiveCodeBench v639.3%Сам.

Grounding

ScreenSpot94.4%Сам.
ScreenSpot Pro54.6%Сам.

Healthcare

VideoMMMU65.3%Сам.

Image To Text

OCRBench89.6%Сам.
OCRBench-V2 (en)65.4%Сам.
OCRBench-V2 (zh)61.2%Сам.

Language

CharadesSTA56.0%Сам.

Long Context

LVBench58.0%Сам.

Math

MathVista-Mini77.2%Сам.
MathVision53.9%Сам.
AIME 202545.9%Сам.
HMMT2532.5%Сам.
PolyMATH30.4%Сам.

Multimodal

DocVQAtest96.1%Сам.
AI2D85.7%Сам.
MMBench-V1.185.0%Сам.
InfoVQAtest83.1%Сам.
CharXiv-D83.0%Сам.
CC-OCR79.9%Сам.
Video-MME71.4%Сам.
MVBench68.7%Сам.
MuirBench64.4%Сам.
CharXiv-R46.4%Сам.

Reasoning

Hallusion Bench61.1%Сам.
ERQA45.8%Сам.

Spatial Reasoning

RealWorldQA71.5%Сам.

Vision

ODinW44.7%Сам.

Индексы оценки AA

Math Index
27.3
Intelligence Index
14.3
Coding Index
7.3
Mmlu Pro
0.7
Gpqa
0.4
Livecodebench
0.3
Ifbench
0.3
Tau2
0.3
Aime 25
0.3
Scicode
0.2
Lcr
0.2
Hle
0.0
Terminalbench Hard
0.0

Оценки категорий LLM Stats

Communication
3
Multimodal
100
Structured Output
80
Text-to-image
80
Writing
80
Creativity
80
Instruction Following
80
Tool Calling
70
Vision
70
3d
70
Finance
70
Grounding
70
Healthcare
70
Image To Text
70
Language
70
Legal
70
Spatial Reasoning
60
Video
60
General
60
Long Context
60
Math
60
Reasoning
60
Agents
50
Chemistry
40
Economics
40
Physics
40

Цены

Цена ввода$0.18 / 1M tokens
Цена вывода$0.7 / 1M tokens
Смешанная цена (3:1)$0.31 / 1M tokens

Скорость

Токенов/сек147.0 tokens/s
Задержка первого токена1.00s
Время до первого ответа1.00s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
Novita80K500K
DeepInfra180K690K

Внешние ссылки