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Qwen3 VL 4B 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
2025-10-14
पैरामीटर
4.0B
संदर्भ लंबाई
मोडैलिटीज़
image, text

क्षमता रडार

25
general
14
coding
37
reasoning
22
scienceअनुमानित
60
agents
90
multimodal

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

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
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

बेंचमार्क स्कोर (LLM Stats)

3d

BLINK65.8%स्वयं

Agents

BFCL-v363.3%स्वयं
OSWorld26.2%स्वयं

Chemistry

SuperGPQA40.3%स्वयं

Communication

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

Factuality

SimpleQA48.0%स्वयं

Finance

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

General

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

Grounding

ScreenSpot94.0%स्वयं
ScreenSpot Pro59.5%स्वयं

Healthcare

VideoMMMU56.2%स्वयं

Image To Text

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

Language

CharadesSTA55.5%स्वयं

Long Context

LVBench56.2%स्वयं

Math

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

Multimodal

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

Reasoning

Hallusion Bench57.6%स्वयं
ERQA41.3%स्वयं

Spatial Reasoning

RealWorldQA70.9%स्वयं

Vision

ODinW48.2%स्वयं

AA मूल्यांकन सूचकांक

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

LLM Stats श्रेणी स्कोर

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

मूल्य निर्धारण

इनपुट मूल्यमुफ्त
आउटपुट मूल्यमुफ्त
मिश्रित मूल्य (3:1)मुफ्त

गति

टोकन/सेकंड0.0 tokens/s
पहले टोकन में देरी0.00s
पहले उत्तर में देरी0.00s

उपलब्ध प्रदाता

(LS आंतरिक इकाइयाँ)
प्रदाताइनपुट मूल्यआउटपुट मूल्य
DeepInfra100K600K

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