Model comparison

Qwen3.8-27B vs gemma-4-A4B-98e-v6-coder-it

At Q4_K_M, Qwen3.8-27B is the smaller download — 16,810,714,336 bytes against 23,887,604,320. At long context the gap widens: gemma-4-A4B-98e-v6-coder-it's KV cache at 32K is 1.3× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.8-27Bgemma-4-A4B-98e-v6-coder-it
Parameters27.8B20.5B
Architectureqwen35gemma4
Layers6430
Native context262,144262,144
Mixture of expertsnoyes, 98 experts
Quantizations published2223
Smallest quantization8.39 GiB7.24 GiB
Q4_K_M15.66 GiB22.25 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27Bgemma-4-A4B-98e-v6-coder-itRatio
4,0960.25 GiB0.45 GiB1.80×
8,1920.50 GiB0.61 GiB1.21×
16,3841.00 GiB0.92 GiB1.09×
32,7682.00 GiB1.54 GiB1.30×
65,5364.00 GiB2.79 GiB1.43×
131,0728.00 GiB5.29 GiB1.51×