Model comparison
Pony_Diffusion_V6_XL vs Z-Image-Turbo
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| Pony_Diffusion_V6_XL | Z-Image-Turbo | |
|---|---|---|
| Parameters | 2.6B | 6.2B |
| Architecture | sdxl | lumina2 |
| Layers | — | — |
| Native context | — | — |
| Mixture of experts | no | no |
| Quantizations published | 2 | 30 |
| Smallest quantization | 2.61 GiB | 2.41 GiB |
| Q4_K_M | — | 4.64 GiB |
| Licence | — | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Pony_Diffusion_V6_XL | Z-Image-Turbo | Ratio |
|---|---|---|---|
| 4,096 | — | — | — |
| 8,192 | — | — | — |
| 16,384 | — | — | — |
| 32,768 | — | — | — |
| 65,536 | — | — | — |
| 131,072 | — | — | — |