Model comparison

MN-12B-Lyra-v4 vs Qwen3.8-27B

At Q4_K_M, MN-12B-Lyra-v4 is the smaller download — 7,477,207,776 bytes against 16,810,714,336.

From the file· summed bytes, KV per layer

Side by side

MN-12B-Lyra-v4Qwen3.8-27B
Parameters12.2B27.8B
Architecturellamaqwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published3322
Smallest quantization4.13 GiB8.39 GiB
Q4_K_M6.96 GiB15.66 GiB
Licencecc-by-nc-4.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextMN-12B-Lyra-v4Qwen3.8-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB