Measure tuned assistants with fast, repeatable evaluation loops
Launch scorecards, capture reviewer feedback, and close the loop between training and production without bolting on extra tools.
Automated scorecards
Run regression suites on every new checkpoint and compare against baseline outputs.
Human + synthetic feedback
Blend manual reviews with synthetic evaluators to catch tone, safety, and hallucination issues.
Actionable telemetry
Tie evaluation metrics back to datasets, runs, and deployment versions for rapid iteration.
Stay ahead of regressions
Quick milestones that keep quality visible before, during, and after every deployment.
Suite orchestration
Schedule eval packs, batch runs, and replay prior checkpoints with a single click or API call.
Reviewer workflow
Assign human reviewers, collect annotations, and escalate regressions into training tickets.
Quality dashboards
Track score deltas, drill into failure cases, and prove improvements to stakeholders.
Loop to training
Push tagged samples back into FineTune Studio so every iteration gets smarter.