Model comparison

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP vs gemma-3-12b-it-qat-int4-unquantized

At Q4_K_M, gemma-3-12b-it-qat-int4-unquantized is the smaller download — 7,300,778,848 bytes against 36,545,830,912.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPgemma-3-12b-it-qat-int4-unquantized
Parameters27.8B12.2B
Architectureqwen35gemma3
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published3415
Smallest quantization10.12 GiB4.11 GiB
Q4_K_M34.04 GiB6.80 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTPgemma-3-12b-it-qat-int4-unquantizedRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB