Is Huihui-Qwen3-VL-4B-Instruct-abliterated or Qwen3-VL-4B-Instruct smaller?

Qwen3-VL-4B-Instruct is smaller at Q4_K_M: 2.33 GiB against 2.33 GiB.

Which uses less memory at long context?

Qwen3-VL-4B-Instruct — its KV cache at 32K context is 1.0x smaller, because of how its attention layers cache.

Model comparison

At Q4_K_M, Qwen3-VL-4B-Instruct is the smaller download — 2,497,281,568 bytes against 2,497,282,240.

From the file· summed bytes, KV per layer

	Huihui-Qwen3-VL-4B-Instruct-abliterated	Qwen3-VL-4B-Instruct
Parameters	4.4B	4.4B
Architecture	qwen3vl	qwen3vl
Layers	36	36
Native context	262,144	262,144
Mixture of experts	no	no
Quantizations published	51	26
Smallest quantization	0.98 GiB	1.01 GiB
Q4_K_M	2.33 GiB	2.33 GiB
Licence	—	apache-2.0

the term that decides long-context viability

Context	Huihui-Qwen3-VL-4B-Instruct-abliterated	Qwen3-VL-4B-Instruct	Ratio
4,096	0.56 GiB	0.56 GiB	1.00×
8,192	1.13 GiB	1.13 GiB	1.00×
16,384	2.25 GiB	2.25 GiB	1.00×
32,768	4.50 GiB	4.50 GiB	1.00×
65,536	9.00 GiB	9.00 GiB	1.00×
131,072	18.00 GiB	18.00 GiB	1.00×