Anyscale

The product is a managed platform for Ray that helps run distributed AI workloads including distributed training, multimodal data curation, embedding generation, and post-training at scale without building and managing infrastructure. It is for developers of all skill levels and AI teams building foundation models, including developer, data, and operations roles in B2B organizations. It is delivered as a fully managed service built by the creators of Ray that hosts and operates Ray on cloud infrastructure with serverless autoscaling.

Key features

• Distributed training for foundation models
• Multimodal data curation
• Embedding generation
• Post-training workloads
• 100% managed Ray infrastructure
• Serverless autoscaling clusters
• Production jobs and services
• Robust APIs and SDKs
• Observability with Grafana dashboards
• Cost tracking for jobs and clusters