Model comparison

Qwen3.6-27B vs Cydonia-24B-v4.3

At Q4_K_M, Cydonia-24B-v4.3 is the smaller download — 14,333,910,432 bytes against 16,547,397,888. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 2.5× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BCydonia-24B-v4.3
Parameters27.8B23.6B
Architectureqwen35llama
Layers6440
Native context262,144131,072
Mixture of expertsnono
Quantizations published4048
Smallest quantization8.74 GiB4.91 GiB
Q4_K_M15.41 GiB13.35 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BCydonia-24B-v4.3Ratio
4,0960.25 GiB0.63 GiB2.50×
8,1920.50 GiB1.25 GiB2.50×
16,3841.00 GiB2.50 GiB2.50×
32,7682.00 GiB5.00 GiB2.50×
65,5364.00 GiB10.00 GiB2.50×
131,0728.00 GiB20.00 GiB2.50×