Model comparison
Kunoichi-DPO-v2-7B vs Qwen3-VL-8B-Instruct-abliterated-v1
At Q4_K_M, Kunoichi-DPO-v2-7B is the smaller download — 4,368,438,944 bytes against 5,027,785,792.
From the file· summed bytes, KV per layer
Side by side
| Kunoichi-DPO-v2-7B | Qwen3-VL-8B-Instruct-abliterated-v1 | |
|---|---|---|
| Parameters | 7.2B | 8.8B |
| Architecture | llama | qwen3vl |
| Layers | 32 | — |
| Native context | 8,192 | — |
| Mixture of experts | no | no |
| Quantizations published | 27 | 48 |
| Smallest quantization | 1.50 GiB | 1.97 GiB |
| Q4_K_M | 4.07 GiB | 4.68 GiB |
| Licence | cc-by-nc-4.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Kunoichi-DPO-v2-7B | Qwen3-VL-8B-Instruct-abliterated-v1 | Ratio |
|---|---|---|---|
| 4,096 | — | — | — |
| 8,192 | — | — | — |
| 16,384 | — | — | — |
| 32,768 | — | — | — |
| 65,536 | — | — | — |
| 131,072 | — | — | — |