Alibaba

Qwen 2.5vl 7B

Alibaba·7B·Qwen·125K ctx·2026-08

Model sizeHardware requirementActual fit

Qwen 2.5vl 7B needs ~7.2–12.7 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

7.2
8
Q4_K_M · Est. ~16 tok/sCompromises

12 GB

RTX 4070 · 3060 12G

8.3
12
Q5_K_M · Est. ~33 tok/sComfortable

16 GB

RTX 4080 · M-series 16G

12.7
16
Q8_0 · Est. ~34 tok/sComfortable

24 GB

RTX 4090 · 3090

12.7
24
Q8_0 · Est. ~52 tok/sComfortable

48 GB

A6000 · 2×24G

12.7
48
Q8_0 · Est. ~52 tok/sComfortable

02  — Quantizations

QuantFile sizeEst. VRAM
Q4_K_M6 GB7.2 GB
Q5_K_M7.1 GB8.3 GB
Q8_011.5 GB12.7 GB

03  — Runtimes & use

llama.cpp · Ollama · LM Studio

General · Fast

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.