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police sweep 2026-06-01: docs sync — add training overrides section #4

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police sweep 2026-06-01: docs sync — add training overrides section #4

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17 changes: 17 additions & 0 deletions api-reference/authoring-schemas.mdx
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Expand Up @@ -65,6 +65,23 @@ sources:
clarity: { trait: clarity }
```

### Advanced training overrides

The optional `training:` block exposes host-level knobs that `effort` does not control. Most models do not need this section.

<Accordion title="training: fields">

| Field | Type | Default | Purpose |
|-------|------|---------|---------|
| `max_parallel_methods` | integer ≥ 1 | 4 | Concurrent method studies during Optuna optimization. Tune to host concurrency. |
| `boundary_low` | number 0–50 | — | Fixed low percentile boundary. When set with `boundary_high`, skips the boundary sweep. |
| `boundary_high` | number 50–100 | — | Fixed high percentile boundary. Pair with `boundary_low`. |
| `boundary_mode` | `exclude` \| `interpolate` | `exclude` | How samples between the fixed boundaries are handled. Only used when `boundary_low`/`boundary_high` are set. |

All other `training:` fields are deprecated — use the top-level `effort` field instead.

</Accordion>

### Sources

A source supplies training samples. Each entry has a `type`; the remaining fields depend on it.
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