Model comparison

deepseek-coder-33b-instruct vs Qwen3-Coder-30B-A3B-Instruct

At Q4_K_M, Qwen3-Coder-30B-A3B-Instruct is the smaller download — 18,556,689,568 bytes against 19,940,531,712. At long context the gap widens: Qwen3-Coder-30B-A3B-Instruct's KV cache at 32K is 2.6× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

deepseek-coder-33b-instructQwen3-Coder-30B-A3B-Instruct
Parameters33.3B30.5B
Architecturellamaqwen3moe
Layers6248
Native context16,384262,144
Mixture of expertsnoyes, 128 experts
Quantizations published2646
Smallest quantization11.51 GiB7.46 GiB
Q4_K_M18.57 GiB17.28 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
Contextdeepseek-coder-33b-instructQwen3-Coder-30B-A3B-InstructRatio
4,0960.97 GiB0.38 GiB2.58×
8,1921.94 GiB0.75 GiB2.58×
16,3843.88 GiB1.50 GiB2.58×
32,7687.75 GiB3.00 GiB2.58×
65,53615.50 GiB6.00 GiB2.58×
131,07231.00 GiB12.00 GiB2.58×