Alibaba

Qwen 2.5vl 32B

Alibaba·32B·Qwen·125K ctx·2026-08

Model sizeHardware requirementActual fit

Qwen 2.5vl 32B needs ~22.2–41.3 GB of VRAM depending on quantization. The bar is what it needs; the marker is the card's VRAM. Speed figures below are planning estimates.

8 GB

RTX 4060 · 3060 Ti

22.2
8
Q4_K_M · Est. ~3 tok/sSlow · CPU offload

12 GB

RTX 4070 · 3060 12G

22.2
12
Q4_K_M · Est. ~5 tok/sSlow · CPU offload

16 GB

RTX 4080 · M-series 16G

22.2
16
Q4_K_M · Est. ~7 tok/sSlow · CPU offload

24 GB

RTX 4090 · 3090

22.2
24
Q4_K_M · Est. ~73 tok/sComfortable

48 GB

A6000 · 2×24G

41.3
48
Q8_0 · Est. ~26 tok/sComfortable

02  — Quantizations

QuantFile sizeEst. VRAM
Q4_K_M21 GB22.2 GB
Q5_K_M24.8 GB26 GB
Q8_040.1 GB41.3 GB

03  — Runtimes & use

llama.cpp · Ollama · LM Studio

General · Max intelligence

Memory and speed figures are planning estimates, not measured benchmarks. Memory includes a fixed allowance for KV cache and runtime overhead. Long-context prompts push VRAM use above the numbers shown here.