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Qwen3.6 35B A3B (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Commercial OK

विवरण

Qwen3.6-35B-A3B is the first open-weight variant of the Qwen3.6 series, a multimodal Mixture-of-Experts model with 35B total parameters and 3B activated. It pairs a vision encoder with a hybrid 40-layer language model that interleaves Gated DeltaNet linear-attention blocks and Gated Attention blocks (10 × (3 × DeltaNet + 1 × Attention)) over 256 experts (8 routed + 1 shared, expert dim 512). The release prioritizes stability and real-world utility, with substantial gains in agentic coding (frontend workflows, repo-level reasoning) and a new option to preserve reasoning context across turns. Native context length is 262K tokens, extensible to ~1M via YaRN, and the model thinks by default.

रिलीज़ तिथि
2026-04-16
पैरामीटर
35.0B
संदर्भ लंबाई
262K
मोडैलिटीज़
image, text, video

क्षमता रडार

39
general
35
coding
84
reasoning
54
scienceअनुमानित
50
agents
80
multimodal

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

रैंकिंग

डोमेन#रैंकस्कोरस्रोत
Agents & Tools77
47.0
LS
Code Ranking81
65.0
AA
General Ranking52
78.0
AA
Multimodal Ranking34
79.0
LS
Reasoning44
70.0
LS
Science84
64.0
AA

बेंचमार्क स्कोर (LLM Stats)

Agents

TAU3-Bench67.2%स्वयं
MCP Atlas62.8%स्वयं
WideSearch60.1%स्वयं
ZClawBench52.6%स्वयं
Terminal-Bench 2.051.5%स्वयं
Claw-Eval50.0%स्वयं
SWE-Bench Pro49.5%स्वयं
MCP-Mark37.0%स्वयं
VITA-Bench35.6%स्वयं
NL2Repo29.4%स्वयं
SkillsBench28.7%स्वयं
Toolathlon26.9%स्वयं
DeepPlanning25.9%स्वयं

Biology

GPQA86.0%स्वयं

Chemistry

SuperGPQA64.7%स्वयं

Code

SWE-Bench Verified73.4%स्वयं
SWE-bench Multilingual67.2%स्वयं

Embodied

EmbSpatialBench0.84 / 100स्वयं

Finance

MMLU-Pro85.2%स्वयं

General

MMLU-Redux93.3%स्वयं
C-Eval90.0%स्वयं
MMMU81.7%स्वयं
LiveCodeBench v680.4%स्वयं
MMMU-Pro75.3%स्वयं
SimpleVQA0.59 / 100स्वयं

Grounding

RefCOCO-avg0.92 / 100स्वयं
RefSpatialBench0.64 / 100स्वयं

Healthcare

VideoMMMU83.7%स्वयं

Long Context

MLVU86.2%स्वयं
LVBench71.4%स्वयं

Math

AIME 202692.7%स्वयं
HMMT 202590.7%स्वयं
HMMT2589.1%स्वयं
MathVista-Mini86.4%स्वयं
HMMT Feb 2683.6%स्वयं
IMO-AnswerBench78.9%स्वयं
Humanity's Last Exam21.4%स्वयं

Multimodal

MMBench-V1.192.8%स्वयं
AI2D92.7%स्वयं
OmniDocBench 1.589.9%स्वयं
VideoMME w sub.86.6%स्वयं
VideoMME w/o sub.82.5%स्वयं
CC-OCR81.9%स्वयं
CharXiv-R78.0%स्वयं
MVBench74.6%स्वयं
ZEROBench-Sub0.34 / 100स्वयं

Reasoning

Hallusion Bench69.8%स्वयं

Spatial Reasoning

RealWorldQA85.3%स्वयं

Vision

ODinW50.8%स्वयं

AA मूल्यांकन सूचकांक

Intelligence Index
43.5
Coding Index
35.1
Tau2
1.0
Gpqa
0.8
Ifbench
0.6
Lcr
0.6
Scicode
0.4
Terminalbench Hard
0.3
Hle
0.2

LLM Stats श्रेणी स्कोर

Structured Output
90
Biology
90
Language
90
Spatial Reasoning
80
Text-to-image
80
Video
80
Chemistry
80
Embodied
80
General
80
Grounding
80
Healthcare
80
Long Context
80
Math
80
Multimodal
80
Physics
80
Vision
70
Finance
70
Frontend Development
70
Legal
70
Reasoning
70
Code
60
Economics
60
Image To Text
60
Search
60
Tool Calling
50
Agents
40
Coding
40

मूल्य निर्धारण

इनपुट मूल्य$0.248 / 1M tokens
आउटपुट मूल्य$1.485 / 1M tokens
मिश्रित मूल्य (3:1)$0.557 / 1M tokens

गति

टोकन/सेकंड200.3 tokens/s
पहले टोकन में देरी1.39s
पहले उत्तर में देरी11.37s

उपलब्ध प्रदाता

(LS आंतरिक इकाइयाँ)

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