Model comparison

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP vs Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking-uncensored-heretic

At Q4_K_M, Qwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking-uncensored-heretic is the smaller download — 23,936,565,408 bytes against 36,545,830,912. At long context the gap widens: Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP'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

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPQwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking-uncensored-heretic
Parameters27.8B39.5B
Architectureqwen35qwen35
Layers6496
Native context262,144262,144
Mixture of expertsnono
Quantizations published3412
Smallest quantization10.12 GiB22.29 GiB
Q4_K_M34.04 GiB22.29 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPQwen3.5-40B-Claude-4.5-Opus-High-Reasoning-Thinking-uncensored-hereticRatio
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×