Model comparison

Qwen2-VL-2B-Instruct vs Qwen3-VL-4B-Instruct

At Q4_K_M, Qwen2-VL-2B-Instruct is the smaller download — 986,046,944 bytes against 2,497,281,568. At long context the gap widens: Qwen2-VL-2B-Instruct's KV cache at 32K is 5.1× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen2-VL-2B-InstructQwen3-VL-4B-Instruct
Parameters2.2B4.4B
Architectureqwen2vlqwen3vl
Layers2836
Native context32,768262,144
Mixture of expertsnono
Quantizations published2526
Smallest quantization0.56 GiB1.01 GiB
Q4_K_M0.92 GiB2.33 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen2-VL-2B-InstructQwen3-VL-4B-InstructRatio
4,0960.11 GiB0.56 GiB5.14×
8,1920.22 GiB1.13 GiB5.14×
16,3840.44 GiB2.25 GiB5.14×
32,7680.88 GiB4.50 GiB5.14×
65,5361.75 GiB9.00 GiB5.14×
131,0723.50 GiB18.00 GiB5.14×