Model comparison

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

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

DeepSeek-V4-FlashQwen3-Coder-480B-A35B-Instruct
Parameters291B480B
Architecturedeepseek4qwen3moe
Layers4362
Native context1,048,576262,144
Mixture of expertsyes, 256 expertsyes, 160 experts
Quantizations published1241
Smallest quantization76.87 GiB123.78 GiB
Q4_K_M270.14 GiB
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
ContextDeepSeek-V4-FlashQwen3-Coder-480B-A35B-InstructRatio
4,0960.06 GiB0.97 GiB15.38×
8,1920.06 GiB1.94 GiB30.76×
16,3840.06 GiB3.88 GiB61.52×
32,7680.06 GiB7.75 GiB123.04×
65,5360.06 GiB15.50 GiB246.08×
131,0720.06 GiB31.00 GiB492.16×