Model comparison

14B vs Qwen3.8-27B

These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: Qwen3.8-27B's KV cache at 32K is 12.5× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

14BQwen3.8-27B
Parameters14.2B27.8B
Architecturellamaqwen35
Layers4064
Native context8,192262,144
Mixture of expertsnono
Quantizations published522
Smallest quantization7.62 GiB8.39 GiB
Q4_K_M15.66 GiB
Licencewtfplapache-2.0

KV cache by context

the term that decides long-context viability
Context14BQwen3.8-27BRatio
4,0963.13 GiB0.25 GiB12.49×
8,1926.25 GiB0.50 GiB12.50×
16,38412.50 GiB1.00 GiB12.50×
32,76825.00 GiB2.00 GiB12.50×
65,53650.00 GiB4.00 GiB12.50×
131,072100.00 GiB8.00 GiB12.50×