Is Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP or Qwen3-VL-32B-Instruct-ultra-uncensored-heretic smaller?

Qwen3-VL-32B-Instruct-ultra-uncensored-heretic is smaller at Q4_K_M: 18.40 GiB against 34.04 GiB.

Which uses less memory at long context?

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP — its KV cache at 32K context is 4.0x smaller, because of how its attention layers cache.

Model comparison

Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP vs Qwen3-VL-32B-Instruct-ultra-uncensored-heretic

At Q4_K_M, Qwen3-VL-32B-Instruct-ultra-uncensored-heretic is the smaller download — 19,762,151,392 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 4.0× 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-MTP	Qwen3-VL-32B-Instruct-ultra-uncensored-heretic
Parameters	27.8B	33.4B
Architecture	qwen35	qwen3vl
Layers	64	64
Native context	262,144	262,144
Mixture of experts	no	no
Quantizations published	34	43
Smallest quantization	10.12 GiB	6.82 GiB
Q4_K_M	34.04 GiB	18.40 GiB
Licence	apache-2.0	apache-2.0

KV cache by context

the term that decides long-context viability

Context	Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-MTP	Qwen3-VL-32B-Instruct-ultra-uncensored-heretic	Ratio
4,096	0.25 GiB	1.00 GiB	4.00×
8,192	0.50 GiB	2.00 GiB	4.00×
16,384	1.00 GiB	4.00 GiB	4.00×
32,768	2.00 GiB	8.00 GiB	4.00×
65,536	4.00 GiB	16.00 GiB	4.00×
131,072	8.00 GiB	32.00 GiB	4.00×