Model comparison

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP vs EXAONE-4.5-33B

At Q4_K_M, EXAONE-4.5-33B is the smaller download — 20,047,839,424 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 1.4× 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-MTPEXAONE-4.5-33B
Parameters27.8B34.4B
Architectureqwen35exaone4
Layers6464
Native context262,144262,144
Mixture of expertsnono
Quantizations published3431
Smallest quantization10.12 GiB11.57 GiB
Q4_K_M34.04 GiB18.67 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPEXAONE-4.5-33BRatio
4,0960.25 GiB1.00 GiB4.00×
8,1920.50 GiB1.34 GiB2.69×
16,3841.00 GiB1.84 GiB1.84×
32,7682.00 GiB2.84 GiB1.42×
65,5364.00 GiB4.84 GiB1.21×
131,0728.00 GiB8.84 GiB1.11×