Model comparison

Qwen3.6-27B vs translategemma-27b-it

At Q4_K_M, translategemma-27b-it is the smaller download — 16,546,704,032 bytes against 16,547,397,888.

From the file· summed bytes, KV per layer

Side by side

Qwen3.6-27Btranslategemma-27b-it
Parameters27.8B28.8B
Architectureqwen35gemma3
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published4041
Smallest quantization8.74 GiB5.83 GiB
Q4_K_M15.41 GiB15.41 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextQwen3.6-27Btranslategemma-27b-itRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB