Model comparison

Qwen3.6-27B vs Qwen3.5-27B-Uncensored-HauhauCS-Aggressive

At Q4_K_M, Qwen3.6-27B is the smaller download — 16,547,397,888 bytes against 33,370,074,048.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BQwen3.5-27B-Uncensored-HauhauCS-Aggressive
Parameters27.8B26.9B
Architectureqwen35qwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published404
Smallest quantization8.74 GiB17.77 GiB
Q4_K_M15.41 GiB31.08 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BQwen3.5-27B-Uncensored-HauhauCS-AggressiveRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB