Model comparison
gemma-3-27b-it-qat-q4_0-unquantized vs gemma-4-12B-it
At Q4_K_M, gemma-4-12B-it is the smaller download — 7,121,861,440 bytes against 16,546,688,736.
From the file· summed bytes, KV per layer
Side by side
| gemma-3-27b-it-qat-q4_0-unquantized | gemma-4-12B-it | |
|---|---|---|
| Parameters | 27.4B | 12.0B |
| Architecture | gemma3 | gemma4 |
| Layers | — | 48 |
| Native context | — | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 45 | 59 |
| Smallest quantization | 6.06 GiB | 3.92 GiB |
| Q4_K_M | 15.41 GiB | 6.63 GiB |
| Licence | gemma | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | gemma-3-27b-it-qat-q4_0-unquantized | gemma-4-12B-it | Ratio |
|---|---|---|---|
| 4,096 | — | 0.72 GiB | — |
| 8,192 | — | 0.97 GiB | — |
| 16,384 | — | 1.47 GiB | — |
| 32,768 | — | 2.47 GiB | — |
| 65,536 | — | 4.47 GiB | — |
| 131,072 | — | 8.47 GiB | — |