Model comparison

Qwopus3.6-27B-v2-MTP-GGUF vs Qwen3.6-27B

At Q4_K_M, Qwopus3.6-27B-v2-MTP-GGUF is the smaller download — 9,374,507,456 bytes against 16,547,397,888.

From the file· summed bytes, KV per layer

Side by side

Qwopus3.6-27B-v2-MTP-GGUFQwen3.6-27B
Parameters27.3B27.8B
Architectureqwen35qwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published440
Smallest quantization8.73 GiB8.74 GiB
Q4_K_M8.73 GiB15.41 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwopus3.6-27B-v2-MTP-GGUFQwen3.6-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB