Before you dive in
What you’ll find in the original
- Send state and typed questions to the documented `/v1/systemone` route instead of parsing generated JSON.
- Constrained mode runs unembedding, sampling, and self-conditioning only over declared labels, changing how probabilities are normalized.
- Exercise span fields, lists, and mixed schemas with the included battery before treating extraction behavior as compatible.
Worth knowing
Requires a DiffusionGemma-capable inference environment. Constrained probabilities are normalized over labels and are not directly equivalent to unconstrained label mass; repository results were not independently benchmarked.