Is spoomplesmaxx-flash-35B-A3 or gemma-4-E4B-it smaller?

gemma-4-E4B-it is smaller at Q4_K_M: 4.64 GiB against 19.71 GiB.

Which uses less memory at long context?

gemma-4-E4B-it — its KV cache at 32K context is 1.2x smaller, because of how its attention layers cache.

Model comparison

spoomplesmaxx-flash-35B-A3 vs gemma-4-E4B-it

At Q4_K_M, gemma-4-E4B-it is the smaller download — 4,977,171,584 bytes against 21,166,759,392. At long context the gap widens: gemma-4-E4B-it's KV cache at 32K is 1.2× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

	spoomplesmaxx-flash-35B-A3	gemma-4-E4B-it
Parameters	35.1B	8.0B
Architecture	qwen35moe	gemma4
Layers	40	42
Native context	262,144	131,072
Mixture of experts	yes, 256 experts	no
Quantizations published	34	36
Smallest quantization	6.97 GiB	3.30 GiB
Q4_K_M	19.71 GiB	4.64 GiB
Licence	apache-2.0	apache-2.0

KV cache by context

the term that decides long-context viability

Context	spoomplesmaxx-flash-35B-A3	gemma-4-E4B-it	Ratio
4,096	0.08 GiB	0.12 GiB	1.57×
8,192	0.16 GiB	0.18 GiB	1.14×
16,384	0.31 GiB	0.29 GiB	1.09×
32,768	0.63 GiB	0.51 GiB	1.24×
65,536	1.25 GiB	0.94 GiB	1.33×
131,072	2.50 GiB	1.82 GiB	1.37×