मुख्य सामग्री पर जाएं

Qwen3 VL 8B (Reasoning)

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

क्षमता रडार

32
general
20
coding
35
reasoning
34
scienceअनुमानित
60
agents
100
multimodal

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

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
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

बेंचमार्क स्कोर (LLM Stats)

3d

BLINK68.7%स्वयं

Agents

BFCL-v363.0%स्वयं
OSWorld33.9%स्वयं

Biology

GPQA69.9%स्वयं

Chemistry

SuperGPQA51.2%स्वयं

Communication

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

Creativity

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

Factuality

SimpleQA49.6%स्वयं

Finance

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

General

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

Grounding

ScreenSpot93.6%स्वयं
ScreenSpot Pro46.6%स्वयं

Healthcare

VideoMMMU72.8%स्वयं

Image To Text

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

Language

CharadesSTA59.9%स्वयं

Long Context

LVBench55.8%स्वयं

Math

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

Multimodal

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

Reasoning

Hallusion Bench65.4%स्वयं
ERQA46.8%स्वयं

Spatial Reasoning

RealWorldQA73.5%स्वयं

Vision

ODinW39.8%स्वयं

AA मूल्यांकन सूचकांक

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

LLM Stats श्रेणी स्कोर

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

मूल्य निर्धारण

इनपुट मूल्य$0.18 / 1M tokens
आउटपुट मूल्य$2.1 / 1M tokens
मिश्रित मूल्य (3:1)$0.66 / 1M tokens

गति

टोकन/सेकंड135.7 tokens/s
पहले टोकन में देरी1.12s
पहले उत्तर में देरी15.86s

उपलब्ध प्रदाता

(LS आंतरिक इकाइयाँ)
प्रदाताइनपुट मूल्यआउटपुट मूल्य
DeepInfra180K2.1M

बाहरी लिंक