Model comparison

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

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

Qwen3.8-27BMN-12B-Lyra-v4
Parameters27.8B12.2B
Architectureqwen35llama
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published2233
Smallest quantization8.39 GiB4.13 GiB
Q4_K_M15.66 GiB6.96 GiB
Licenceapache-2.0cc-by-nc-4.0

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27BMN-12B-Lyra-v4Ratio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB