Model comparison
Cydonia-24B-v4 vs Qwen3.8-27B
At Q4_K_M, Cydonia-24B-v4 is the smaller download — 14,333,910,752 bytes against 16,810,714,336. At long context the gap widens: Qwen3.8-27B's KV cache at 32K is 2.5× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Cydonia-24B-v4 | Qwen3.8-27B | |
|---|---|---|
| Parameters | 23.6B | 27.8B |
| Architecture | llama | qwen35 |
| Layers | 40 | 64 |
| Native context | 131,072 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 25 | 22 |
| Smallest quantization | 6.71 GiB | 8.39 GiB |
| Q4_K_M | 13.35 GiB | 15.66 GiB |
| Licence | — | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Cydonia-24B-v4 | Qwen3.8-27B | Ratio |
|---|---|---|---|
| 4,096 | 0.63 GiB | 0.25 GiB | 2.50× |
| 8,192 | 1.25 GiB | 0.50 GiB | 2.50× |
| 16,384 | 2.50 GiB | 1.00 GiB | 2.50× |
| 32,768 | 5.00 GiB | 2.00 GiB | 2.50× |
| 65,536 | 10.00 GiB | 4.00 GiB | 2.50× |
| 131,072 | 20.00 GiB | 8.00 GiB | 2.50× |