MODEL / ALIBABA QWEN

Qwen3 4B

Thinking mode can increase latency and output length.

Primary source

Total parameters4B

Estimated memory~3.6 GBGGUF Q4

Context32K+Text

LicenseApache-2.0100+ languages and dialects

01 / BEST FOR

multilingual chat
reasoning
tools

02 / ESTIMATED FIT

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

03 / DEPLOY WITH

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.

OllamaEasyollama run qwen3:4b

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

LM StudioEasySearch “Qwen/Qwen3-4B” → Load a Q4/INT4 build → Start Server

MLX LMMediummlx_lm.server --model Qwen/Qwen3-4B

Watch out

Thinking mode can increase latency and output length.