Model comparison
nsfwvision-qwen3-vl-8b-v3-safetensors vs Qwen3.6-27B
These two publish different quantization sets; the table below has the exact sizes. At long context the gap widens: Qwen3.6-27B's KV cache at 32K is 2.2× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| nsfwvision-qwen3-vl-8b-v3-safetensors | Qwen3.6-27B | |
|---|---|---|
| Parameters | 8.8B | 27.8B |
| Architecture | qwen3vl | qwen35 |
| Layers | 36 | 64 |
| Native context | 262,144 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 1 | 40 |
| Smallest quantization | 8.11 GiB | 8.74 GiB |
| Q4_K_M | — | 15.41 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | nsfwvision-qwen3-vl-8b-v3-safetensors | Qwen3.6-27B | Ratio |
|---|---|---|---|
| 4,096 | 0.56 GiB | 0.25 GiB | 2.25× |
| 8,192 | 1.13 GiB | 0.50 GiB | 2.25× |
| 16,384 | 2.25 GiB | 1.00 GiB | 2.25× |
| 32,768 | 4.50 GiB | 2.00 GiB | 2.25× |
| 65,536 | 9.00 GiB | 4.00 GiB | 2.25× |
| 131,072 | 18.00 GiB | 8.00 GiB | 2.25× |