Model comparison
ace-step-v1.5-1d-vae-stable-audio-format vs gemma-3-1b-it
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| ace-step-v1.5-1d-vae-stable-audio-format | gemma-3-1b-it | |
|---|---|---|
| Parameters | 169M | 1000M |
| Architecture | acestep-vae | gemma3 |
| Layers | — | 26 |
| Native context | — | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 1 | 28 |
| Smallest quantization | 0.31 GiB | 0.52 GiB |
| Q4_K_M | — | 0.75 GiB |
| Licence | mit | gemma |
KV cache by context
the term that decides long-context viability
| Context | ace-step-v1.5-1d-vae-stable-audio-format | gemma-3-1b-it | Ratio |
|---|---|---|---|
| 4,096 | — | 0.04 GiB | — |
| 8,192 | — | 0.05 GiB | — |
| 16,384 | — | 0.08 GiB | — |
| 32,768 | — | 0.15 GiB | — |
| 65,536 | — | 0.27 GiB | — |
| 131,072 | — | 0.52 GiB | — |