Philipp Schmid • 3/5/2024

Evaluate LLMs with Hugging Face Lighteval on Amazon SageMaker

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This technical guide demonstrates how to set up and run evaluations for LLMs, specifically Zephyr 7B, using Hugging Face's Lighteval framework on Amazon SageMaker. It covers environment setup, configuration, and executing benchmark tests such as TruthfulQA, MMLU, and IFEval to assess model performance in a managed cloud environment.

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#benchmarking #Hugging Face #LLM Evaluation
Evaluate LLMs with Hugging Face Lighteval on Amazon SageMaker

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