Model comparison

L3.2-8X4B-MOE-V2-Dark-Champion-Inst-21B-uncen-ablit vs Qwen3.8-27B

At Q4_K_M, L3.2-8X4B-MOE-V2-Dark-Champion-Inst-21B-uncen-ablit is the smaller download — 12,850,124,384 bytes against 16,810,714,336.

From the file· summed bytes, KV per layer

Side by side

L3.2-8X4B-MOE-V2-Dark-Champion-Inst-21B-uncen-ablitQwen3.8-27B
Parameters20.9B27.8B
Architecturellamaqwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published4322
Smallest quantization4.35 GiB8.39 GiB
Q4_K_M11.97 GiB15.66 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextL3.2-8X4B-MOE-V2-Dark-Champion-Inst-21B-uncen-ablitQwen3.8-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB