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ML Operations

Lablup

Backend.AI platform for GPU and AI infrastructure management

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About Lablup

Lablup develops Backend.AI, a platform for operating GPU clusters and running AI development and serving workloads from a single GPU to thousands. It also offers FastTrack for pipeline workflows and AI:GO, a desktop AI tool. It has offices in Seoul and San Jose.

Common use cases

  • GPU cluster operations
  • Training workloads
  • Model serving
  • Research computing

Products and services

Backend.AI

GPU resource scheduling and AI workload platform

FastTrack

Data preparation through serving pipelines

AI:GO

Desktop AI tool

Key features

  • GPU cluster scheduling
  • Multi-tenant resource management
  • Pipeline automation
  • Model serving
  • Open source contributions

Integrations

  • NVIDIA GPUs
  • Kubernetes

Lablup alternatives

  • Run:ai
  • Determined AI
  • SkyPilot
  • Slurm

FAQs

What is Backend.AI?

Its core platform for managing GPU infrastructure and AI workloads.

Where are offices?

Seoul and San Jose.

Can it scale?

The company says from one GPU to thousands.

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