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LLM Metrics and Trade-Offs

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Overview

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Evaluate LLM skill through metrics like BLEU, ROUGE, F1, HELM, navigating accuracy, latency, cost, scalability trade-offs, addressing bias and ethical concerns.

Syllabus

  • Track 1: LLM Metrics and Trade-Offs
    • <p>In this track, the focus will be on LLM key metrics, accuracy, performance, latency, scalability, cost efficiency, bias, fairness, ethical considerations, and selecting the right LLM.</p>

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