Valohai

Valohai

Accelerate your machine learning development with Valohai

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Valohai is a scalable MLOps platform that enables Continuous Integration/Continuous Deployment (CI/CD) for machine learning and pipeline automation on-premises and across various cloud environments. It helps streamline complex machine learning workflows by offering framework-agnostic ML capabilities, automatic versioning with complete lineage of ML experiments, hybrid and multi-cloud support, scalability and performance optimization, streamlined collaboration among data scientists, IT, and business units, and smart orchestration of ML workloads on any infrastructure. Valohai also provides a knowledge repository for storing and sharing the entire model lifecycle, facilitating cross-functional collaboration, and allowing developers to build with total freedom using any libraries or frameworks.

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Features

Advantages

  • End-to-end automation and reproducibility
  • Cloud-agnostic platform
  • Facilitates cross-functional collaboration
  • Smart orchestration of ML workloads
  • Freedom for developers to use any libraries or frameworks

Disadvantages

  • May have a learning curve for beginners
  • Requires understanding of CI/CD concepts
  • Pricing may be a concern for small-scale projects

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