Model comparison

Qwen3.8-27B vs Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16

At Q4_K_M, Qwen3.8-27B is the smaller download — 16,810,714,336 bytes against 24,515,129,536.

From the file· summed bytes, KV per layer

Side by side

Qwen3.8-27BNemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16
Parameters27.8B33.0B
Architectureqwen35nemotron_h_moe
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published2217
Smallest quantization8.39 GiB17.23 GiB
Q4_K_M15.66 GiB22.83 GiB
Licenceapache-2.0other

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27BNemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16Ratio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB