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The LLM Engineer's Handbook
Technology

The LLM Engineer's Handbook

Paul Iusztin, Maxime Labonne

7 min read 4 key ideasPremium

Everything between 'call the API' and 'production LLM system': data collection, fine-tuning, RAG, evaluation, deployment, and monitoring, built as one coherent pipeline.

An end-to-end guide to building production LLM applications: data pipelines, fine-tuning, RAG, evaluation, inference optimization, and MLOps/LLMOps, structured around a full example project.

Key takeaways

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Action checklist

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Final takeaway

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