Model comparison

syrian-gemma-12b vs Qwen3-30B-A3B-Thinking-2507

At Q4_K_M, syrian-gemma-12b is the smaller download — 7,947,613,248 bytes against 18,556,685,824. At long context the gap widens: syrian-gemma-12b'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

syrian-gemma-12bQwen3-30B-A3B-Thinking-2507
Parameters13.0B30.5B
Architecturegemma4qwen3moe
Layers4848
Native context262,144262,144
Mixture of expertsnoyes, 128 experts
Quantizations published3551
Smallest quantization3.09 GiB7.05 GiB
Q4_K_M7.40 GiB17.28 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
Contextsyrian-gemma-12bQwen3-30B-A3B-Thinking-2507Ratio
4,0960.72 GiB0.38 GiB1.92×
8,1920.97 GiB0.75 GiB1.29×
16,3841.47 GiB1.50 GiB1.02×
32,7682.47 GiB3.00 GiB1.22×
65,5364.47 GiB6.00 GiB1.34×
131,0728.47 GiB12.00 GiB1.42×