Model comparison

Ministral-3-3B-Instruct-2512-BF16 vs Qwen3-8B

At Q4_K_M, Ministral-3-3B-Instruct-2512-BF16 is the smaller download — 2,146,495,744 bytes against 5,027,783,488. At long context the gap widens: Ministral-3-3B-Instruct-2512-BF16's KV cache at 32K is 1.4× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Ministral-3-3B-Instruct-2512-BF16Qwen3-8B
Parameters4.3B8.2B
Architecturemistral3qwen3
Layers2636
Native context262,14440,960
Mixture of expertsnono
Quantizations published3751
Smallest quantization1.23 GiB2.12 GiB
Q4_K_M2.00 GiB4.68 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextMinistral-3-3B-Instruct-2512-BF16Qwen3-8BRatio
4,0960.41 GiB0.56 GiB1.38×
8,1920.81 GiB1.13 GiB1.38×
16,3841.63 GiB2.25 GiB1.38×
32,7683.25 GiB4.50 GiB1.38×
65,5366.50 GiB9.00 GiB1.38×
131,07213.00 GiB18.00 GiB1.38×
Ministral-3-3B-Instruct-2512-BF16 vs Qwen3-8B — size, memory and hardware fit — ossmodeldb