Model comparison
Miril-Drone-2B-1 vs Qwen3-4B
At Q4_K_M, Qwen3-4B is the smaller download — 2,497,280,256 bytes against 3,416,119,840. At long context the gap widens: Miril-Drone-2B-1's KV cache at 32K is 18.3× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Miril-Drone-2B-1 | Qwen3-4B | |
|---|---|---|
| Parameters | 5.1B | 4.0B |
| Architecture | gemma4 | qwen3 |
| Layers | 35 | 36 |
| Native context | 131,072 | 40,960 |
| Mixture of experts | no | no |
| Quantizations published | 35 | 29 |
| Smallest quantization | 2.43 GiB | 1.01 GiB |
| Q4_K_M | 3.18 GiB | 2.33 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Miril-Drone-2B-1 | Qwen3-4B | Ratio |
|---|---|---|---|
| 4,096 | 0.05 GiB | 0.56 GiB | 10.29× |
| 8,192 | 0.08 GiB | 1.13 GiB | 13.71× |
| 16,384 | 0.14 GiB | 2.25 GiB | 16.46× |
| 32,768 | 0.25 GiB | 4.50 GiB | 18.29× |
| 65,536 | 0.46 GiB | 9.00 GiB | 19.36× |
| 131,072 | 0.90 GiB | 18.00 GiB | 19.95× |