Model comparison
Qwen3.6-27B vs NSFW_13B_sft
At Q4_K_M, NSFW_13B_sft is the smaller download — 8,560,487,488 bytes against 16,547,397,888. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 12.5× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Qwen3.6-27B | NSFW_13B_sft | |
|---|---|---|
| Parameters | 27.8B | 13.3B |
| Architecture | qwen35 | baichuan |
| Layers | 64 | 40 |
| Native context | 262,144 | — |
| Mixture of experts | no | no |
| Quantizations published | 40 | 13 |
| Smallest quantization | 8.74 GiB | 5.18 GiB |
| Q4_K_M | 15.41 GiB | 7.97 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3.6-27B | NSFW_13B_sft | Ratio |
|---|---|---|---|
| 4,096 | 0.25 GiB | 3.13 GiB | 12.49× |
| 8,192 | 0.50 GiB | 6.25 GiB | 12.50× |
| 16,384 | 1.00 GiB | 12.50 GiB | 12.50× |
| 32,768 | 2.00 GiB | 25.00 GiB | 12.50× |
| 65,536 | 4.00 GiB | 50.00 GiB | 12.50× |
| 131,072 | 8.00 GiB | 100.00 GiB | 12.50× |