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

Радар способностей

32
general
20
coding
35
reasoning
34
scienceоцен.
60
agents
100
multimodal

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

Рейтинги

Домен#МестоОценкаИсточник
Agents & Tools72
51.0
LS
Code Ranking309
24.0
AA
General Ranking288
38.0
AA
Math Reasoning261
31.0
AA
Multimodal Ranking46
75.0
LS
Reasoning76
54.0
LS
Science333
33.0
AA

Оценки бенчмарков (LLM Stats)

3d

BLINK68.7%Сам.

Agents

BFCL-v363.0%Сам.
OSWorld33.9%Сам.

Biology

GPQA69.9%Сам.

Chemistry

SuperGPQA51.2%Сам.

Communication

MM-MT-Bench8.00 / 100Сам.
WritingBench85.5%Сам.
Multi-IF75.1%Сам.

Creativity

Creative Writing v382.4%Сам.
Arena-Hard v251.1%Сам.

Factuality

SimpleQA49.6%Сам.

Finance

MMLU85.2%Сам.
MMLU-Pro77.3%Сам.
MMLU-ProX70.7%Сам.

General

MMLU-Redux88.8%Сам.
IFEval83.2%Сам.
MMStar75.3%Сам.
MLVU-M75.1%Сам.
MMMU (val)74.1%Сам.
LiveBench 2024112569.8%Сам.
Include69.5%Сам.
MMMU-Pro60.4%Сам.
LiveCodeBench v658.6%Сам.

Grounding

ScreenSpot93.6%Сам.
ScreenSpot Pro46.6%Сам.

Healthcare

VideoMMMU72.8%Сам.

Image To Text

OCRBench81.9%Сам.
OCRBench-V2 (en)63.9%Сам.
OCRBench-V2 (zh)59.2%Сам.

Language

CharadesSTA59.9%Сам.

Long Context

LVBench55.8%Сам.

Math

MathVista-Mini81.4%Сам.
AIME 202580.3%Сам.
MathVision62.7%Сам.
HMMT2560.6%Сам.
PolyMATH47.5%Сам.

Multimodal

DocVQAtest95.3%Сам.
MMBench-V1.187.5%Сам.
InfoVQAtest86.0%Сам.
CharXiv-D85.9%Сам.
AI2D84.9%Сам.
MuirBench76.8%Сам.
CC-OCR76.3%Сам.
Video-MME71.8%Сам.
MVBench69.0%Сам.
CharXiv-R53.0%Сам.

Reasoning

Hallusion Bench65.4%Сам.
ERQA46.8%Сам.

Spatial Reasoning

RealWorldQA73.5%Сам.

Vision

ODinW39.8%Сам.

Индексы оценки AA

Math Index
30.7
Intelligence Index
16.7
Coding Index
9.8
Mmlu Pro
0.7
Gpqa
0.6
Ifbench
0.4
Livecodebench
0.4
Lcr
0.3
Aime 25
0.3
Tau2
0.2
Scicode
0.2
Terminalbench Hard
0.0
Hle
0.0

Оценки категорий LLM Stats

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

Цены

Цена ввода$0.18 / 1M tokens
Цена вывода$2.1 / 1M tokens
Смешанная цена (3:1)$0.66 / 1M tokens

Скорость

Токенов/сек135.7 tokens/s
Задержка первого токена1.12s
Время до первого ответа15.86s

Доступные провайдеры

(Внутренние единицы LS)
ПровайдерЦена вводаЦена вывода
DeepInfra180K2.1M

Внешние ссылки