Model comparison

Qwen3.8-27B vs Kimiko-v2-13B

At Q4_K_M, Kimiko-v2-13B is the smaller download — 7,865,956,288 bytes against 16,810,714,336.

From the file· summed bytes, KV per layer

Side by side

Qwen3.8-27BKimiko-v2-13B
Parameters27.8B13.0B
Architectureqwen35llama
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published2212
Smallest quantization8.39 GiB5.06 GiB
Q4_K_M15.66 GiB7.33 GiB
Licenceapache-2.0creativeml-openrail-m

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27BKimiko-v2-13BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB