Model comparison

Qwen3-Coder-30B-A3B-Instruct vs Gemma-4-E4B-Luchador

At Q4_K_M, Gemma-4-E4B-Luchador is the smaller download — 5,405,168,288 bytes against 18,556,689,568. At long context the gap widens: Gemma-4-E4B-Luchador's KV cache at 32K is 5.9× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3-Coder-30B-A3B-InstructGemma-4-E4B-Luchador
Parameters30.5B8.0B
Architectureqwen3moegemma4
Layers4842
Native context262,144131,072
Mixture of expertsyes, 128 expertsno
Quantizations published4622
Smallest quantization7.46 GiB3.69 GiB
Q4_K_M17.28 GiB5.03 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3-Coder-30B-A3B-InstructGemma-4-E4B-LuchadorRatio
4,0960.38 GiB0.12 GiB3.05×
8,1920.75 GiB0.18 GiB4.22×
16,3841.50 GiB0.29 GiB5.22×
32,7683.00 GiB0.51 GiB5.93×
65,5366.00 GiB0.94 GiB6.36×
131,07212.00 GiB1.82 GiB6.60×