Model comparison

Qwen3.6-27B vs EXAONE-4.0-32B

At Q4_K_M, Qwen3.6-27B is the smaller download — 16,547,397,888 bytes against 19,343,826,720. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 1.4× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BEXAONE-4.0-32B
Parameters27.8B32.0B
Architectureqwen35exaone4
Layers6464
Native context262,144131,072
Mixture of expertsnono
Quantizations published4031
Smallest quantization8.74 GiB8.96 GiB
Q4_K_M15.41 GiB18.02 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BEXAONE-4.0-32BRatio
4,0960.25 GiB1.00 GiB4.00×
8,1920.50 GiB1.34 GiB2.69×
16,3841.00 GiB1.84 GiB1.84×
32,7682.00 GiB2.84 GiB1.42×
65,5364.00 GiB4.84 GiB1.21×
131,0728.00 GiB8.84 GiB1.11×