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MODEL / ALIBABA QWEN

Qwen3.6 27B

The memory figure is a conservative Q4 fit budget, not the official full-precision checkpoint size. Exact speed depends on the quantized build and runtime.

Primary source
Total parameters27B
Estimated memory~18.5 GBQ4 / NVFP4 estimate
Context262K nativeText + Image
LicenseQwen CommunityMultilingual
01 / BEST FOR
  • coding agents
  • reasoning
  • multimodal work
02 / ESTIMATED FIT
Mac Studio M5 Ultra · 96 GBComfortableMac mini M6 · 24 GBTightMacBook Pro M5 Max · 64 GBComfortableFramework Desktop · Ryzen AI Max+ 395 · 128 GBComfortableRadeon AI PRO R9700 · 32 GBComfortable
03 / DEPLOY WITH
vLLMAdvancedvllm serve Qwen/Qwen3.6-27B --dtype auto
llama.cppMediumllama-server -m /path/to/verified-model.gguf --port 8080
LM StudioEasySearch “Qwen/Qwen3.6-27B” → Load a Q4/INT4 build → Start Server
MLX LMMediummlx_lm.chat --model Qwen/Qwen3.6-27B
Watch out

The memory figure is a conservative Q4 fit budget, not the official full-precision checkpoint size. Exact speed depends on the quantized build and runtime.