Model comparison
gemma-4-19b-a4b-it-REAP-heretic vs gemma-4-12B-it-qat-q4_0-unquantized
These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: gemma-4-19b-a4b-it-REAP-heretic's KV cache at 32K is 1.6× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| gemma-4-19b-a4b-it-REAP-heretic | gemma-4-12B-it-qat-q4_0-unquantized | |
|---|---|---|
| Parameters | 19.0B | 12.0B |
| Architecture | gemma4 | gemma4 |
| Layers | 30 | 48 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | yes, 90 experts | no |
| Quantizations published | 27 | 2 |
| Smallest quantization | 5.70 GiB | 6.50 GiB |
| Q4_K_M | 9.38 GiB | — |
| Licence | gemma | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | gemma-4-19b-a4b-it-REAP-heretic | gemma-4-12B-it-qat-q4_0-unquantized | Ratio |
|---|---|---|---|
| 4,096 | 0.45 GiB | 0.72 GiB | 1.60× |
| 8,192 | 0.61 GiB | 0.97 GiB | 1.60× |
| 16,384 | 0.92 GiB | 1.47 GiB | 1.60× |
| 32,768 | 1.54 GiB | 2.47 GiB | 1.60× |
| 65,536 | 2.79 GiB | 4.47 GiB | 1.60× |
| 131,072 | 5.29 GiB | 8.47 GiB | 1.60× |