Model comparison

Qwen3.6-27B vs Rombos-LLM-V2.5-Qwen-14b

At Q4_K_M, Rombos-LLM-V2.5-Qwen-14b is the smaller download — 8,988,110,752 bytes against 16,547,397,888.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27BRombos-LLM-V2.5-Qwen-14b
Parameters27.8B14.8B
Architectureqwen35qwen2
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published4021
Smallest quantization8.74 GiB4.66 GiB
Q4_K_M15.41 GiB8.37 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27BRombos-LLM-V2.5-Qwen-14bRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB