Model comparison
Chocolatine-3B-Instruct-DPO-Revised vs gemma-4-E4B-it
At Q4_K_M, Chocolatine-3B-Instruct-DPO-Revised is the smaller download — 2,393,231,840 bytes against 4,977,171,584. At long context the gap widens: gemma-4-E4B-it's KV cache at 32K is 23.7× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Chocolatine-3B-Instruct-DPO-Revised | gemma-4-E4B-it | |
|---|---|---|
| Parameters | 3.8B | 8.0B |
| Architecture | phi3 | gemma4 |
| Layers | 32 | 42 |
| Native context | 4,096 | 131,072 |
| Mixture of experts | no | no |
| Quantizations published | 1 | 36 |
| Smallest quantization | 2.23 GiB | 3.30 GiB |
| Q4_K_M | 2.23 GiB | 4.64 GiB |
| Licence | mit | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Chocolatine-3B-Instruct-DPO-Revised | gemma-4-E4B-it | Ratio |
|---|---|---|---|
| 4,096 | 1.50 GiB | 0.12 GiB | 12.19× |
| 8,192 | 3.00 GiB | 0.18 GiB | 16.88× |
| 16,384 | 6.00 GiB | 0.29 GiB | 20.90× |
| 32,768 | 12.00 GiB | 0.51 GiB | 23.72× |
| 65,536 | 24.00 GiB | 0.94 GiB | 25.44× |
| 131,072 | 48.00 GiB | 1.82 GiB | 26.40× |