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Qwen3 VL 8B 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
9.0B
संदर्भ लंबाई
131K
मोडैलिटीज़
image, text, video

क्षमता रडार

29
general
17
coding
30
reasoning
26
scienceअनुमानित
70
agents
100
multimodal

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

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
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

बेंचमार्क स्कोर (LLM Stats)

3d

BLINK69.1%स्वयं

Agents

BFCL-v366.3%स्वयं
OSWorld33.9%स्वयं

Chemistry

SuperGPQA44.5%स्वयं

Communication

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

Finance

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

General

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

Grounding

ScreenSpot94.4%स्वयं
ScreenSpot Pro54.6%स्वयं

Healthcare

VideoMMMU65.3%स्वयं

Image To Text

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

Language

CharadesSTA56.0%स्वयं

Long Context

LVBench58.0%स्वयं

Math

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

Multimodal

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

Reasoning

Hallusion Bench61.1%स्वयं
ERQA45.8%स्वयं

Spatial Reasoning

RealWorldQA71.5%स्वयं

Vision

ODinW44.7%स्वयं

AA मूल्यांकन सूचकांक

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

LLM Stats श्रेणी स्कोर

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

मूल्य निर्धारण

इनपुट मूल्य$0.18 / 1M tokens
आउटपुट मूल्य$0.7 / 1M tokens
मिश्रित मूल्य (3:1)$0.31 / 1M tokens

गति

टोकन/सेकंड147.0 tokens/s
पहले टोकन में देरी1.00s
पहले उत्तर में देरी1.00s

उपलब्ध प्रदाता

(LS आंतरिक इकाइयाँ)
प्रदाताइनपुट मूल्यआउटपुट मूल्य
Novita80K500K
DeepInfra180K690K

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