# Live validation — 30 September 2026 Both public endpoints were called without a Hugging Face token. | Test | Result | Observed end-to-end call time | |---|---|---| | Text-to-image, 512 × 512 | Valid image; ivory vase on a stone plinth | 5.57 seconds | | Instruction-based edit, 512 × 512 | Valid image; vase changed to blue | 5.31 seconds | Seed: 137. Steps: 4. Guidance: 1.0. One request per workflow; these times are illustrative single observations, not a latency benchmark or SLA. ## Public example ![Generated ivory vase](../assets/example-before.webp) ![Edited blue vase](../assets/example-after.webp) Generation prompt: Product photograph of a single matte ivory ceramic vase on a warm beige stone plinth, soft studio light from the left, plain light gray background, no text, no people. Edit instruction: Change only the vase color to cobalt blue. Keep the same vase shape, position, stone plinth, shadows, lighting and gray background. Both outputs were visually inspected. Shape and composition remain broadly consistent, while the edited vase also gains a glossier appearance. This shows why exact attribute preservation is not guaranteed. The inputs and outputs are synthetic; no client assets were used. Multi-reference quality and complex photographic edits were not exhaustively tested.