Model comparison
Qwen3.6-27B-DFlash vs Qwen3-1.7B
At Q4_K_M, Qwen3.6-27B-DFlash is the smaller download — 1,033,066,592 bytes against 1,107,409,472. At long context the gap widens: Qwen3.6-27B-DFlash's KV cache at 32K is 21.3× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-27B-DFlash | Qwen3-1.7B | |
|---|---|---|
| Parameters | 1.7B | 2.0B |
| Architecture | dflash | qwen3 |
| Layers | 5 | 28 |
| Native context | 262,144 | 40,960 |
| Mixture of experts | no | no |
| Quantizations published | 18 | 48 |
| Smallest quantization | 0.60 GiB | 0.50 GiB |
| Q4_K_M | 0.96 GiB | 1.03 GiB |
| Licence | apache-2.0 | — |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-27B-DFlash | Qwen3-1.7B | Ratio |
|---|---|---|---|
| 4,096 | 0.05 GiB | 0.44 GiB | 8.00× |
| 8,192 | 0.07 GiB | 0.88 GiB | 12.44× |
| 16,384 | 0.10 GiB | 1.75 GiB | 17.23× |
| 32,768 | 0.16 GiB | 3.50 GiB | 21.33× |
| 65,536 | 0.29 GiB | 7.00 GiB | 24.22× |
| 131,072 | 0.54 GiB | 14.00 GiB | 25.97× |