Model comparison

Ministral-3-8B-Instruct-2512-BF16-abliterated vs Qwen3-4B

At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 5,198,387,680.

From the file· summed bytes, KV per layer

Side by side

Ministral-3-8B-Instruct-2512-BF16-abliteratedQwen3-4B
Parameters8.9B4.0B
Architecturemistral3qwen3
Layers3436
Native context262,14440,960
Mixture of expertsnono
Quantizations published3629
Smallest quantization1.98 GiB1.01 GiB
Q4_K_M4.84 GiB2.33 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextMinistral-3-8B-Instruct-2512-BF16-abliteratedQwen3-4BRatio
4,0960.53 GiB0.56 GiB1.06×
8,1921.06 GiB1.13 GiB1.06×
16,3842.13 GiB2.25 GiB1.06×
32,7684.25 GiB4.50 GiB1.06×
65,5368.50 GiB9.00 GiB1.06×
131,07217.00 GiB18.00 GiB1.06×