Model Management/ML Ops
AmSC-hosted services for model registry, fine-tuning, and experiment tracking, hosted in AmSC infrastructure and integrable within workflows
Purpose & Use Case
AmSC services for model registry, fine-tuning and experiment tracking provided via industry-standard frameworks, including MLFlow, ClearML and Weights & Biases.
Functionality
- MLFlow available within AmSC for experiment tracking and model catalog
- ClearML implemented for fine-tuning and workflows (e.g., HPO)
Current Status
Service available to AmSC Early Users only
Roadmap
MLFlow · Jul 1, 2026
MLFlow deployment
MLflow deployed with global and team-specific workspaces for model registry and experiment tracking. Available to Early Users.
Weights & Biases · Aug 1, 2026
Weights & Biases deployment
Weights & Biases deployed on seat-limited basis for model registry and experiment tracking. Available to Early Users.
ClearML · Sep 1, 2026
ClearML deployement
ClearML deployed on a seat-limited basis for model registry and experiment tracking, as well as workflows-as-a-service. Available to Early Users.