Model comparison

Qwen3-Coder-30B-A3B-Instruct vs SuperNova-Medius

At Q4_K_M, SuperNova-Medius is the smaller download — 8,988,110,848 bytes against 18,556,689,568. At long context the gap widens: Qwen3-Coder-30B-A3B-Instruct's KV cache at 32K is 2.0× 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-InstructSuperNova-Medius
Parameters30.5B14.8B
Architectureqwen3moeqwen2
Layers4848
Native context262,144131,072
Mixture of expertsyes, 128 expertsno
Quantizations published4645
Smallest quantization7.46 GiB4.02 GiB
Q4_K_M17.28 GiB8.37 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3-Coder-30B-A3B-InstructSuperNova-MediusRatio
4,0960.38 GiB0.75 GiB2.00×
8,1920.75 GiB1.50 GiB2.00×
16,3841.50 GiB3.00 GiB2.00×
32,7683.00 GiB6.00 GiB2.00×
65,5366.00 GiB12.00 GiB2.00×
131,07212.00 GiB24.00 GiB2.00×