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MultiClaw MLflow Roadmap

Phase 1 — Baseline (in progress)

  • MLflow + Postgres + MinIO running
  • Sample PyTorch/HF run logged
  • Artifact persistence verified

Phase 2 — Team workflows

  • Standard training templates for quant and LLM teams
  • Evaluation gates and promotion policies
  • Model card generation and governance metadata

Phase 3 — Production readiness

  • Scheduled training/inference evaluation jobs
  • Drift and regression alerting
  • Cost/performance dashboards per model family