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pollfly
2023-11-14 18:51:45 +02:00
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docs/fundamentals/agents_and_queues.md
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title: Workers & Queues
---
Two major components of MLOps are experiment reproducibility, and the ability to scale work to multiple machines. ClearML workers,
Two major components of MLOps/LLMOps are experiment reproducibility, and the ability to scale work to multiple machines. ClearML workers,
coupled with execution queues, address both these needs.
A ClearML worker is instantiated by launching a ClearML Agent, which is the base for **Automation** in ClearML and can be leveraged to build automated pipelines, launch custom services