Model comparison

Midnight-Miqu-70B-v1.5 vs Qwen3.6-27B

At Q4_K_M, Qwen3.6-27B is the smaller download — 16,547,397,888 bytes against 41,422,911,136. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 5.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Midnight-Miqu-70B-v1.5Qwen3.6-27B
Parameters69.0B27.8B
Architecturellamaqwen35
Layers8064
Native context32,764262,144
Mixture of expertsnono
Quantizations published4940
Smallest quantization13.54 GiB8.74 GiB
Q4_K_M38.58 GiB15.41 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
ContextMidnight-Miqu-70B-v1.5Qwen3.6-27BRatio
4,0961.25 GiB0.25 GiB5.00×
8,1922.50 GiB0.50 GiB5.00×
16,3845.00 GiB1.00 GiB5.00×
32,76810.00 GiB2.00 GiB5.00×
65,53620.00 GiB4.00 GiB5.00×
131,07240.00 GiB8.00 GiB5.00×