Model comparison

Qwen3-Coder-480B-A35B-Instruct vs DeepSeek-V4-Flash

These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: DeepSeek-V4-Flash's KV cache at 32K is 123.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3-Coder-480B-A35B-InstructDeepSeek-V4-Flash
Parameters480B291B
Architectureqwen3moedeepseek4
Layers6243
Native context262,1441,048,576
Mixture of expertsyes, 160 expertsyes, 256 experts
Quantizations published4112
Smallest quantization123.78 GiB76.87 GiB
Q4_K_M270.14 GiB
Licenceapache-2.0mit

KV cache by context

the term that decides long-context viability
ContextQwen3-Coder-480B-A35B-InstructDeepSeek-V4-FlashRatio
4,0960.97 GiB0.06 GiB15.38×
8,1921.94 GiB0.06 GiB30.76×
16,3843.88 GiB0.06 GiB61.52×
32,7687.75 GiB0.06 GiB123.04×
65,53615.50 GiB0.06 GiB246.08×
131,07231.00 GiB0.06 GiB492.16×
Qwen3-Coder-480B-A35B-Instruct vs DeepSeek-V4-Flash — size, memory and hardware fit — ossmodeldb