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Qwen3 VL 32B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

विवरण

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.

रिलीज़ तिथि
2025-10-21
पैरामीटर
33.0B
संदर्भ लंबाई
131K
मोडैलिटीज़
image, text

क्षमता रडार

34
general
30
coding
68
reasoning
42
scienceअनुमानित
70
agents
90
multimodal

समर्पित विज्ञान बेंचमार्क उपलब्ध न होने पर Science तर्क प्रॉक्सी का उपयोग करके अनुमान लगाता है।

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
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

बेंचमार्क स्कोर (LLM Stats)

3d

BLINK67.3%स्वयं

Agents

BFCL-v370.2%स्वयं
OSWorld32.6%स्वयं

Biology

GPQA68.9%स्वयं

Chemistry

SuperGPQA54.6%स्वयं

Communication

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

Creativity

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

Finance

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

General

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

Grounding

ScreenSpot95.8%स्वयं
ScreenSpot Pro57.9%स्वयं

Image To Text

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

Language

CharadesSTA61.2%स्वयं

Long Context

LVBench63.8%स्वयं

Math

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

Multimodal

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

Reasoning

Hallusion Bench63.8%स्वयं
ERQA48.8%स्वयं

Spatial Reasoning

RealWorldQA79.0%स्वयं

Vision

ODinW46.6%स्वयं

AA मूल्यांकन सूचकांक

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

LLM Stats श्रेणी स्कोर

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

मूल्य निर्धारण

इनपुट मूल्य$0.7 / 1M tokens
आउटपुट मूल्य$2.8 / 1M tokens
मिश्रित मूल्य (3:1)$1.225 / 1M tokens

गति

टोकन/सेकंड78.4 tokens/s
पहले टोकन में देरी1.23s
पहले उत्तर में देरी1.23s

उपलब्ध प्रदाता

(LS आंतरिक इकाइयाँ)

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