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EPISODE · May 8, 2025 · 22 MIN

Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs

from Arxiv Papers · host Igor Melnyk

This paper presents a cost-efficient evaluation framework for large language models, introducing "Cer-Eval" to optimize test sample selection, reducing evaluation points by 20-40% while ensuring reliable performance estimates. https://arxiv.org/abs//2505.03814 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published May 8, 2025

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Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs

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