Model comparison

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

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

translategemma-27b-itQwen3.6-27B
Parameters28.8B27.8B
Architecturegemma3qwen35
Layers64
Native context262,144
Mixture of expertsnono
Quantizations published4140
Smallest quantization5.83 GiB8.74 GiB
Q4_K_M15.41 GiB15.41 GiB
Licencegemmaapache-2.0

KV cache by context

the term that decides long-context viability
Contexttranslategemma-27b-itQwen3.6-27BRatio
4,0960.25 GiB
8,1920.50 GiB
16,3841.00 GiB
32,7682.00 GiB
65,5364.00 GiB
131,0728.00 GiB