Model comparison

Qwen3.8-27B vs Skyfall-31B-v4.2

At Q4_K_M, Qwen3.8-27B is the smaller download — 16,810,714,336 bytes against 19,296,142,016. At long context the gap widens: Qwen3.8-27B's KV cache at 32K is 3.4× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.8-27BSkyfall-31B-v4.2
Parameters27.8B31.4B
Architectureqwen35llama
Layers6454
Native context262,144131,072
Mixture of expertsnono
Quantizations published2249
Smallest quantization8.39 GiB6.39 GiB
Q4_K_M15.66 GiB17.97 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27BSkyfall-31B-v4.2Ratio
4,0960.25 GiB0.84 GiB3.37×
8,1920.50 GiB1.69 GiB3.37×
16,3841.00 GiB3.38 GiB3.37×
32,7682.00 GiB6.75 GiB3.37×
65,5364.00 GiB13.50 GiB3.37×
131,0728.00 GiB27.00 GiB3.37×