Model comparison

grok-2 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 127.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

grok-2DeepSeek-V4-Flash
Parameters270B291B
Architecturegrokdeepseek4
Layers6443
Native context131,0721,048,576
Mixture of expertsyes, 8 expertsyes, 256 experts
Quantizations published6612
Smallest quantization57.16 GiB76.87 GiB
Q4_K_M152.79 GiB
Licenceothermit

KV cache by context

the term that decides long-context viability
Contextgrok-2DeepSeek-V4-FlashRatio
4,0961.00 GiB0.06 GiB15.88×
8,1922.00 GiB0.06 GiB31.75×
16,3844.00 GiB0.06 GiB63.50×
32,7688.00 GiB0.06 GiB127.01×
65,53616.00 GiB0.06 GiB254.02×
131,07232.00 GiB0.06 GiB508.03×