Evaluation

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

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First page

The curator’s take

A practical guide for practitioners working with LLMs.

Key points

Practitioner-focused: Organizes LLM knowledge for engineering and product teams deploying LLMs rather than just academic researchers.

Use-case catalog: Walks through many concrete use cases with practical applications and limitations.

Deployment considerations: Covers real-world concerns (cost, latency, hallucination) in a structured way.

Applied LLM reference: Became a common reference in applied AI discussions during the 2023-2024 enterprise LLM rollout.

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