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Qwen7B params128k contextpopular

Qwen 2.5 VL 7B locally

Qwen 2.5 VL 7B is an open-weight LLM from the Qwen family with 7B parameters. Main use: multimodal image workflows. Detected minimum hardware: GTX 1060 6GB (6 GB).

Check on my GPU →Hugging Face ↗

Technical facts

Parameters7B

Max context128k

Q4_K_M4.4 GB

Q5_K_M5.4 GB

Q87.8 GB

FP1615.6 GB

FamilyQwen

Last sync2026-05-12

Available quantizations

GGUF weights

Q4_K_M

4.4GB

Acceptable. Good compromise when VRAM is limited.

Q5_K_M

5.4GB

Good quality. Sweet spot for size and precision.

Q8

7.8GB

Near-FP16 quality. Comfortable for production.

FP16

15.6GB

Reference precision. Maximum quality, doubled VRAM.

Compatible GPUs

12 single-GPU

GPUs that can run Qwen 2.5 VL 7B on a single card, ranked by VRAM headroom.

4.4 / 6 GBcomfortable · Q4

4.4 / 6 GBcomfortable · Q4

4.4 / 6 GBcomfortable · Q4

4.4 / 6 GBcomfortable · Q4

4.4 / 6 GBcomfortable · Q4

4.4 / 6 GBcomfortable · Q4

6 GB · Arc Alchemist

4.4 / 6 GBcomfortable · Q4

5.4 / 8 GBcomfortable · Q5

5.4 / 8 GBcomfortable · Q5

5.4 / 8 GBcomfortable · Q5

5.4 / 8 GBcomfortable · Q5

5.4 / 8 GBcomfortable · Q5

Recommended multi-GPU rigs

2x / 4x consumer GPUs

For Qwen 2.5 VL 7B at higher quantization or with more context, a multi-GPU rig gives more headroom.

5.4 / 8 GBcomfortable · Q5

2× GTX 1060 6GB

12 GB · GTX 10

7.8 / 12 GBcomfortable · Q8

12 GB · GTX 16

7.8 / 12 GBcomfortable · Q8

2× GTX 1660 Super

12 GB · GTX 16

7.8 / 12 GBcomfortable · Q8

2× GTX 1660 Ti

12 GB · GTX 16

7.8 / 12 GBcomfortable · Q8

2× RTX 2060 6GB

12 GB · RTX 20

7.8 / 12 GBcomfortable · Q8

2× RTX 3050 6GB

12 GB · RTX 30

7.8 / 12 GBcomfortable · Q8

12 GB · Arc Alchemist

7.8 / 12 GBcomfortable · Q8

Recommended rig

2× GTX 1650

Qwen 2.5 VL 7B with Ubuntu, vLLM, Open WebUI and the model already downloaded.

Similar models

VRAM estimates: parameters x bits/8 plus margin. Real performance varies by engine, context length and batch size.
sync: 2026-05-12