Model comparison

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP vs Ornith-Agents-A1-3.6-35B-A3B-dare_ties

At Q4_K_M, Ornith-Agents-A1-3.6-35B-A3B-dare_ties is the smaller download — 21,166,758,208 bytes against 36,545,830,912. At long context the gap widens: Ornith-Agents-A1-3.6-35B-A3B-dare_ties's KV cache at 32K is 3.2× 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-MTPOrnith-Agents-A1-3.6-35B-A3B-dare_ties
Parameters27.8B34.7B
Architectureqwen35qwen35moe
Layers6440
Native context262,144262,144
Mixture of expertsnoyes, 256 experts
Quantizations published3413
Smallest quantization10.12 GiB15.61 GiB
Q4_K_M34.04 GiB19.71 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-MTPOrnith-Agents-A1-3.6-35B-A3B-dare_tiesRatio
4,0960.25 GiB0.08 GiB3.20×
8,1920.50 GiB0.16 GiB3.20×
16,3841.00 GiB0.31 GiB3.20×
32,7682.00 GiB0.63 GiB3.20×
65,5364.00 GiB1.25 GiB3.20×
131,0728.00 GiB2.50 GiB3.20×