Model comparison

Qwen3.6-27B vs Hy-MT2-30B-A3B

At Q4_K_M, Qwen3.6-27B is the smaller download — 16,547,397,888 bytes against 18,236,702,752. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 1.5× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BHy-MT2-30B-A3B
Parameters27.8B30.1B
Architectureqwen35hy_v3
Layers6448
Native context262,144262,144
Mixture of expertsnoyes, 128 experts
Quantizations published4021
Smallest quantization8.74 GiB10.30 GiB
Q4_K_M15.41 GiB16.98 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BHy-MT2-30B-A3BRatio
4,0960.25 GiB0.38 GiB1.50×
8,1920.50 GiB0.75 GiB1.50×
16,3841.00 GiB1.50 GiB1.50×
32,7682.00 GiB3.00 GiB1.50×
65,5364.00 GiB6.00 GiB1.50×
131,0728.00 GiB12.00 GiB1.50×