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Qwen3 VL 8B Instruct

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

Description

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.

Date de sortie
2025-10-14
Paramètres
9.0B
Longueur du contexte
131K
Modalités
image, text, video

Radar de capacités

29
general
17
coding
30
reasoning
26
scienceest.
70
agents
100
multimodal

Science utilise un proxy de raisonnement lorsque les benchmarks scientifiques dédiés ne sont pas disponibles.

Classements

Domaine#RangScoreSource
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

Scores de benchmarks (LLM Stats)

3d

BLINK69.1%Aut.

Agents

BFCL-v366.3%Aut.
OSWorld33.9%Aut.

Chemistry

SuperGPQA44.5%Aut.

Communication

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

Finance

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

General

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

Grounding

ScreenSpot94.4%Aut.
ScreenSpot Pro54.6%Aut.

Healthcare

VideoMMMU65.3%Aut.

Image To Text

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

Language

CharadesSTA56.0%Aut.

Long Context

LVBench58.0%Aut.

Math

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

Multimodal

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

Reasoning

Hallusion Bench61.1%Aut.
ERQA45.8%Aut.

Spatial Reasoning

RealWorldQA71.5%Aut.

Vision

ODinW44.7%Aut.

Indices d'évaluation AA

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

Scores par catégorie LLM Stats

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

Tarification

Prix d'entrée$0.18 / 1M tokens
Prix de sortie$0.7 / 1M tokens
Prix mixte (3:1)$0.31 / 1M tokens

Vitesse

Tokens/sec147.0 tokens/s
Délai du premier token1.00s
Temps de réponse1.00s

Fournisseurs disponibles

(Unités internes LS)
FournisseurPrix d'entréePrix de sortie
Novita80K500K
DeepInfra180K690K

Sources externes