Model comparison
Qwen2.5-VL-7B-NSFW-Caption-V3 vs gemma-4-E2B-it
At Q4_K_M, gemma-4-E2B-it is the smaller download — 3,106,738,272 bytes against 4,683,072,384.
From the file· summed bytes, KV per layer
Side by side
| Qwen2.5-VL-7B-NSFW-Caption-V3 | gemma-4-E2B-it | |
|---|---|---|
| Parameters | 7.6B | 5.1B |
| Architecture | qwen2vl | gemma4 |
| Layers | — | 35 |
| Native context | — | 131,072 |
| Mixture of experts | no | no |
| Quantizations published | 58 | 54 |
| Smallest quantization | 2.59 GiB | 2.13 GiB |
| Q4_K_M | 4.36 GiB | 2.89 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 | gemma-4-E2B-it | Ratio |
|---|---|---|---|
| 4,096 | — | 0.05 GiB | — |
| 8,192 | — | 0.08 GiB | — |
| 16,384 | — | 0.14 GiB | — |
| 32,768 | — | 0.25 GiB | — |
| 65,536 | — | 0.46 GiB | — |
| 131,072 | — | 0.90 GiB | — |