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-instruct | gemma-3-1b-it | |
|---|---|---|
| Parameters | 2.6B | 1000M |
| Architecture | gemma2 | gemma3 |
| Layers | 26 | 26 |
| Native context | 8,192 | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 46 | 28 |
| Smallest quantization | 0.78 GiB | 0.52 GiB |
| Q4_K_M | 1.59 GiB | 0.75 GiB |
| Licence | apache-2.0 | gemma |
KV cache by context
the term that decides long-context viability
| Context | Vikhr-Gemma-2B-instruct | gemma-3-1b-it | Ratio |
|---|---|---|---|
| 4,096 | 0.41 GiB | 0.04 GiB | 10.95× |
| 8,192 | 0.63 GiB | 0.05 GiB | 12.04× |
| 16,384 | 1.04 GiB | 0.08 GiB | 12.40× |
| 32,768 | 1.85 GiB | 0.15 GiB | 12.65× |
| 65,536 | 3.48 GiB | 0.27 GiB | 12.81× |
| 131,072 | 6.73 GiB | 0.52 GiB | 12.90× |