Model comparison
Qwen3-VL-8B-Instruct-abliterated-v2 vs gemma-4-12B-it
At Q4_K_M, Qwen3-VL-8B-Instruct-abliterated-v2 is the smaller download — 5,027,785,824 bytes against 7,121,861,440.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-VL-8B-Instruct-abliterated-v2 | gemma-4-12B-it | |
|---|---|---|
| Parameters | 8.8B | 12.0B |
| Architecture | qwen3vl | gemma4 |
| Layers | — | 48 |
| Native context | — | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 36 | 59 |
| Smallest quantization | 3.06 GiB | 3.92 GiB |
| Q4_K_M | 4.68 GiB | 6.63 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-VL-8B-Instruct-abliterated-v2 | gemma-4-12B-it | Ratio |
|---|---|---|---|
| 4,096 | — | 0.72 GiB | — |
| 8,192 | — | 0.97 GiB | — |
| 16,384 | — | 1.47 GiB | — |
| 32,768 | — | 2.47 GiB | — |
| 65,536 | — | 4.47 GiB | — |
| 131,072 | — | 8.47 GiB | — |