# Krea — Train in cluster, infer anywhere

- Company: Krea (krea.ai)
- Announced: 2026-08-05T15:00:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.krea.ai/blog/train-in-cluster-infer-anywhere
- Record: https://forck.live/items/15100-train-in-cluster-infer-anywhere
- Subject: Krea 2 / AI creative platform

Krea describes how it built a system so inference keeps running on external infrastructure when training jobs claim all local GPUs. The solution uses the Virtual Kubelet project to emulate a Kubernetes node with effectively infinite GPU capacity, abstracting business logic into External Providers that handle pod lifecycle on various real backends.

## Evidence

Verbatim from https://www.krea.ai/blog/train-in-cluster-infer-anywhere:

> We built our solution on top of the Virtual Kubelet project (VK from now on).

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