Model comparison

Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 vs Qwen3.6-27B

At Q4_K_M, Qwen3.6-27B is the smaller download — 16,547,397,888 bytes against 24,515,129,536.

From the file· summed bytes, KV per layer

Side by side

Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16Qwen3.6-27B
Parameters33.0B27.8B
Architecturenemotron_h_moeqwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published1740
Smallest quantization17.23 GiB8.74 GiB
Q4_K_M22.83 GiB15.41 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
ContextNemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16Qwen3.6-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB