Is Qwen3-VL-8B-Instruct-Heretic or Qwen3.6-27B smaller?

Qwen3-VL-8B-Instruct-Heretic is smaller at Q4_K_M: 9.36 GiB against 15.41 GiB.

Which uses less memory at long context?

Qwen3.6-27B — its KV cache at 32K context is 2.2x smaller, because of how its attention layers cache.

Model comparison

Qwen3-VL-8B-Instruct-Heretic vs Qwen3.6-27B

At Q4_K_M, Qwen3-VL-8B-Instruct-Heretic is the smaller download — 10,055,572,032 bytes against 16,547,397,888. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 2.2× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

	Qwen3-VL-8B-Instruct-Heretic	Qwen3.6-27B
Parameters	8.8B	27.8B
Architecture	qwen3vl	qwen35
Layers	36	64
Native context	262,144	262,144
Mixture of experts	no	no
Quantizations published	60	40
Smallest quantization	3.94 GiB	8.74 GiB
Q4_K_M	9.36 GiB	15.41 GiB
Licence	—	apache-2.0

KV cache by context

the term that decides long-context viability

Context	Qwen3-VL-8B-Instruct-Heretic	Qwen3.6-27B	Ratio
4,096	0.56 GiB	0.25 GiB	2.25×
8,192	1.13 GiB	0.50 GiB	2.25×
16,384	2.25 GiB	1.00 GiB	2.25×
32,768	4.50 GiB	2.00 GiB	2.25×
65,536	9.00 GiB	4.00 GiB	2.25×
131,072	18.00 GiB	8.00 GiB	2.25×