Is Huihui-gemma-4-26B-A4B-it-abliterated or gemma-4-26B-A4B-it smaller?

Huihui-gemma-4-26B-A4B-it-abliterated is smaller at Q4_K_M: 15.64 GiB against 15.64 GiB.

Which uses less memory at long context?

gemma-4-26B-A4B-it — its KV cache at 32K context is 1.0x smaller, because of how its attention layers cache.

Model comparison

At Q4_K_M, Huihui-gemma-4-26B-A4B-it-abliterated is the smaller download — 16,796,011,680 bytes against 16,796,017,248.

From the file· summed bytes, KV per layer

	Huihui-gemma-4-26B-A4B-it-abliterated	gemma-4-26B-A4B-it
Parameters	26.5B	26.5B
Architecture	gemma4	gemma4
Layers	30	30
Native context	262,144	262,144
Mixture of experts	yes, 128 experts	yes, 128 experts
Quantizations published	47	46
Smallest quantization	7.72 GiB	8.99 GiB
Q4_K_M	15.64 GiB	15.64 GiB
Licence	—	apache-2.0

the term that decides long-context viability

Context	Huihui-gemma-4-26B-A4B-it-abliterated	gemma-4-26B-A4B-it	Ratio
4,096	0.45 GiB	0.45 GiB	1.00×
8,192	0.61 GiB	0.61 GiB	1.00×
16,384	0.92 GiB	0.92 GiB	1.00×
32,768	1.54 GiB	1.54 GiB	1.00×
65,536	2.79 GiB	2.79 GiB	1.00×
131,072	5.29 GiB	5.29 GiB	1.00×