Model comparison

Qwen3.6-27B vs Bielik-11B-v2.2-Instruct

At Q4_K_M, Bielik-11B-v2.2-Instruct is the smaller download — 6,724,050,432 bytes against 16,547,397,888.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BBielik-11B-v2.2-Instruct
Parameters27.8B11.2B
Architectureqwen35llama
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published4024
Smallest quantization8.74 GiB3.56 GiB
Q4_K_M15.41 GiB6.26 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BBielik-11B-v2.2-InstructRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB