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ML Operations

Valohai

MLOps platform for ML and LLM workflows with full lineage

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About Valohai

Valohai provides an MLOps platform where teams run pipelines, track experiments and datasets, and deploy models on their own cloud or on-premises infrastructure. It records lineage from data to deployment for reproducibility and audit.

Common use cases

  • Reproducible training
  • Audit-ready ML
  • GPU efficiency
  • LLM regression testing

Products and services

Model workflows

Dataset management, compute scaling, experiment tracking and pipelines.

LLM workflows

Model comparison, regression testing and cost analysis.

Lineage and reproducibility

Automatic versioning and one-click reproduction.

Key features

  • Experiment tracking
  • Pipelines
  • Model registry
  • Lineage tracking
  • Multi-cloud orchestration
  • Distributed training

Integrations

  • AWS
  • Microsoft Azure
  • Google Cloud
  • Kubernetes
  • Snowflake

Valohai alternatives

FAQs

Can it run on my own cloud?

Yes, with multi-cloud, on-premises and hybrid options.

Does it track lineage?

Yes, from data to deployment.

Does it support LLM work?

Yes, with workflows for comparison and regression testing.

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