Model comparison

Qwen3-Coder-30B-A3B-Instruct vs Webs-Sejong-31B-v7

At Q4_K_M, Qwen3-Coder-30B-A3B-Instruct is the smaller download — 18,556,689,568 bytes against 18,687,063,072. At long context the gap widens: Qwen3-Coder-30B-A3B-Instruct's KV cache at 32K is 2.1× 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-InstructWebs-Sejong-31B-v7
Parameters30.5B31.3B
Architectureqwen3moegemma4
Layers4860
Native context262,144262,144
Mixture of expertsyes, 128 expertsno
Quantizations published4634
Smallest quantization7.46 GiB6.67 GiB
Q4_K_M17.28 GiB17.40 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3-Coder-30B-A3B-InstructWebs-Sejong-31B-v7Ratio
4,0960.38 GiB1.80 GiB4.79×
8,1920.75 GiB2.42 GiB3.23×
16,3841.50 GiB3.67 GiB2.45×
32,7683.00 GiB6.17 GiB2.06×
65,5366.00 GiB11.17 GiB1.86×
131,07212.00 GiB21.17 GiB1.76×