Qwen (DeepMask)
The "Thinking Powerhouse" for repository-scale logic and math.
About the Model
Qwen 3 (specifically the 235B Flagship) is Alibaba’s 2026 entry into the ultra-reasoning space. It features a unique Dual-Mode Inference, allowing users to toggle between "Instant" for chat and "Thinking" for deep logic. It is the world leader in "Repository-Scale Coding," able to reason across tens of thousands of lines of code without context drift.
Model Key Capabilities
Dual-Mode Reasoning:
Toggles between sub-second chat and high-compute "PhD-level" problem solving.
Spatial-Visual Logic:
Excellence in understanding complex diagrams, maps, and technical blueprints.
Tiered KV Cache:
Offloads 80% of data to CPU RAM, allowing massive context on cheaper hardware.
Repository Mastery:
Understands the "Why" behind an architecture, not just the "How" of a function.
Applications & Use Cases
Enterprise Software Architect:
Planning and refactoring multi-repo backend systems.
Global Fintech Analytics:
Processing 2.5TB of data daily for predictive market analysis.
Creative Design Suite:
Native support for high-fidelity image editing and natural speech cloning.
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Model Specifications
General | |
|---|---|
Model Provider | Alibaba |
Main Use Cases |
|
Intelligence | |
Reasoning Effort | High (Instant & Thinking) |
GPQA Diamond | 89.3% |
Memory | |
Max Context | 1M Tokens |
Speed | |
Latency (TTFT) | 0.22s (Non-Thinking Mode) |
Throughput | 145 Tokens/sec |
