Qwen3-235B-A22B
About Qwen3-235B-A22B
Qwen3-235B-A22B is the latest large language model in the Qwen series, featuring a Mixture-of-Experts (MoE) architecture with 235B total parameters and 22B activated parameters. This model uniquely supports seamless switching between thinking mode (for complex logical reasoning, math, and coding) and non-thinking mode (for efficient, general-purpose dialogue). It demonstrates significantly enhanced reasoning capabilities, superior human preference alignment in creative writing, role-playing, and multi-turn dialogues. The model excels in agent capabilities for precise integration with external tools and supports over 100 languages and dialects with strong multilingual instruction following and translation capabilities
Leverage Qwen3-235B-A22B's unique thinking mode for complex reasoning and non-thinking mode for efficient dialogue, alongside its advanced agent capabilities and multilingual support, to solve intricate real-world challenges.
AI-Powered Scientific Discovery
Accelerate research by analyzing complex datasets, generating and verifying mathematical proofs, and drafting technical papers with coherent, step-by-step reasoning.
Use Case Example:
"Assisted a computer science researcher by formally verifying the correctness of a novel distributed consensus algorithm, significantly reducing manual proof-checking time."
Advanced Code Analysis & Debugging
Go beyond simple code completion. Utilize Qwen3-235B-A22B to analyze entire codebases, identify subtle logical errors, and suggest performance optimizations based on a deep understanding of algorithms.
Use Case Example:
"Identified a critical race condition in a high-concurrency Java microservice by reasoning through its execution paths, providing a precise fix that improved system stability."
Intelligent Financial Strategy
Leverage the model to perform multi-step quantitative analysis on financial reports and market data, inferring causal relationships and generating detailed strategic recommendations.
Use Case Example:
"Analyzed real-time market sentiment and macroeconomic indicators to produce a multi-page risk assessment for a new cryptocurrency investment, detailing potential volatility and regulatory impacts."
Automated Compliance & Security Audits
Deploy AI to audit complex systems, such as legal contracts or engineering schematics, by reasoning through logical dependencies, identifying inconsistencies, and flagging potential issues.
Use Case Example:
"Reviewed a large set of GDPR compliance documents for a multinational corporation, identifying potential data privacy violations through logical deduction and suggesting corrective actions across multiple languages."
Metadata
Specification
State
Deprecated
Architecture
Mixture-of-Experts (MoE)
Calibrated
Yes
Mixture of Experts
Yes
Total Parameters
104B
Activated Parameters
22B
Reasoning
No
Precision
FP8
Context length
131K
Max Tokens
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