Model comparison
Qwen2.5-VL-7B-NSFW-Caption-V3 vs Qwen3.5-4B
At Q4_K_M, Qwen3.5-4B is the smaller download — 2,707,513,696 bytes against 4,683,072,384.
From the file· summed bytes, KV per layer
Side by side
| Qwen2.5-VL-7B-NSFW-Caption-V3 | Qwen3.5-4B | |
|---|---|---|
| Parameters | 7.6B | 4.7B |
| Architecture | qwen2vl | qwen35 |
| Layers | — | 32 |
| Native context | — | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 58 | 57 |
| Smallest quantization | 2.59 GiB | 1.42 GiB |
| Q4_K_M | 4.36 GiB | 2.52 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen2.5-VL-7B-NSFW-Caption-V3 | Qwen3.5-4B | Ratio |
|---|---|---|---|
| 4,096 | — | 0.13 GiB | — |
| 8,192 | — | 0.25 GiB | — |
| 16,384 | — | 0.50 GiB | — |
| 32,768 | — | 1.00 GiB | — |
| 65,536 | — | 2.00 GiB | — |
| 131,072 | — | 4.00 GiB | — |