Structured planning and task decomposition
Reasoning · Tools
by Qwen
Qwen 3.8.
A reasoning-first branch that feels at home in a plan: it can turn an instruction into a sequence, a function call, or—in its larger form—a vision-aware answer.
Built for a real local rhythm.
These are good-fit starting points—not promises of benchmark performance. Choose the smallest listed option that comfortably covers your work.
Native function calling
Private reasoning on phone or Mac
Configured variants, by device.
The formats below are the downloads currently represented in LocalEngine’s model catalogs. GGUF runs through the llama.cpp-based runtime; MLX options use the Apple Silicon MLX runtime.
macOS
2B · 4B · 27B
- Formats
- GGUF Q4_K_M + BF16 projector on 27B · MLX 4-bit on 27B
- Local note
- 2B and 4B are text-only reasoning models; the 27B model adds image understanding.
iPhone & iPad
2B · 4B
- Formats
- GGUF Q4_K_M
- Local note
- Both mobile variants are text-only with native function calling; 4B suits newer hardware.
Model identity, task category, supported formats, and license are based on the linked Hugging Face Qwen 3.8 model card and the LocalEngine macOS/iOS catalogs. Hardware guidance reflects the packaged variants, not a universal system requirement.