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Results dashboard now compares raw cold-start performance across servers and models with sample-backed summary rows and box plots for cold penalty, cold total, and hot total metrics.
Results run detail drawers now support guarded hard deletion of completed runs, removing result documents, metric samples, queue skips, and run-group item links while preserving linked evaluations.
Server discovery now upserts discovered models with persisted parser-derived metadata, including clean base names, quantized providers, parameter labels, active MoE labels, formats, quantization bits, and use-case tags.
Changed
Catalog and Models metadata filters/details now use persisted /models records as their source of truth instead of inferring provider, format, quantized provider, or use cases from raw model IDs.
Catalog Servers now keeps Filter, Archived, and + Add server in the section header, opens the filter rail only on demand, defaults to active servers, and starts server cards unselected with click-to-toggle detail rails.
Catalog model inspection now uses the routed /catalog/models/:id handoff layout while preserving the Catalog header, Servers/Models sub-tabs, and inference context bar.
Fixed
Catalog server archive actions now keep the selected server available in the archived view so the detail rail immediately exposes the matching Unarchive action.