Skip to content
Account, Billing & Admin

Studio Admin: Model Calibration & Parameters

Configuring Azure AI Foundry model deployments, token pricing, and tuning SystemCullingConfig boundaries.

Studio Administrator Panel

System administrators and studio owners have access to configuration surfaces under /admin to tune evaluation parameters and manage AI infrastructure.


AI Model Deployment Management (/admin/settings/ai-model)

  • Deployment Routing: Configure active model endpoints hosted on Microsoft Azure AI Foundry (e.g. GPT-5-mini).
  • Cost Controls: Define input/output token pricing per 1M tokens to monitor studio operational expenses in real time.
  • Reasoning Effort Configuration: Tune default reasoning effort levels (low, medium, high) across different project types.

System Culling Calibration (/admin/settings/culling)

The culling calibration interface visualizes the distribution curves calculated by SystemCullingConfig:

ParameterDefault ValueOperational Function
fiveStarBoundary85Percentile cutoff for 5-star ratings.
fourStarBoundary55Percentile cutoff for 4-star ratings.
threeStarBoundary25Percentile cutoff for 3-star ratings.
twoStarBoundary10Percentile cutoff for 2-star ratings.
excellentOverride90Score threshold unconditionally forcing 5 stars.
poorOverride35Score threshold unconditionally forcing 1 star / Discard.
spreadThreshold20Minimum spread required before activating percentile compression.

Adjusting these boundaries recalculates real-time sample shoot histograms, allowing studio leads to verify calibration before rolling changes out to active photographer teams.