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Podcast: Arxiv Papers
Episode: [QA] Cer-Eval: Certifiable and Cost-Efficient Evaluation Framework for LLMs
Description: 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//2505.03814YouTube: https://www.youtube.com/@ArxivPapersTikTok: https://www.tiktok.com/@arxiv_papersApple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers