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.

प्राथमिक स्रोत

कुल पैरामीटर27B

अनुमानित मेमोरी~18.5 GBQ4 / NVFP4 estimate

कॉन्टेक्स्ट262K nativeText + Image

LicenseApache-2.0Multilingual

01 / बेहतर उपयोग

coding agents
reasoning
multimodal work

02 / अनुमानित फ़िट

Mac Studio M5 Ultra · 96 GBआराम से Mac mini M6 · 24 GBसीमित MacBook Pro M5 Max · 64 GBआराम से Framework Desktop · Ryzen AI Max+ 395 · 128 GBआराम से Radeon AI PRO R9700 · 32 GBआराम से

03 / इसके साथ चलाएँ

These are runtime examples, not validated installation recipes. Fit estimates assume quantized files; official repositories may hold full-precision weights. MLX, GGUF and TensorRT require matching conversions or engines.

vLLMAdvancedvllm serve Qwen/Qwen3.6-27B --dtype auto

llama.cppMediumllama-server -m /path/to/verified-model.gguf --port 9931

LM StudioEasySearch “Qwen/Qwen3.6-27B” → Load a Q4/INT4 build → Start Server

MLX LMMediummlx_lm.server --model Qwen/Qwen3.6-27B

सावधानी

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.