Model comparison

Vikhr-Gemma-2B-instruct vs gemma-3-1b-it

At Q4_K_M, gemma-3-1b-it is the smaller download — 806,058,240 bytes against 1,708,582,848. At long context the gap widens: gemma-3-1b-it's KV cache at 32K is 12.7× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Vikhr-Gemma-2B-instructgemma-3-1b-it
Parameters2.6B1000M
Architecturegemma2gemma3
Layers2626
Native context8,19232,768
Mixture of expertsnono
Quantizations published4628
Smallest quantization0.78 GiB0.52 GiB
Q4_K_M1.59 GiB0.75 GiB
Licenceapache-2.0gemma

KV cache by context

the term that decides long-context viability
ContextVikhr-Gemma-2B-instructgemma-3-1b-itRatio
4,0960.41 GiB0.04 GiB10.95×
8,1920.63 GiB0.05 GiB12.04×
16,3841.04 GiB0.08 GiB12.40×
32,7681.85 GiB0.15 GiB12.65×
65,5363.48 GiB0.27 GiB12.81×
131,0726.73 GiB0.52 GiB12.90×