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Monthly Roundup: Llama 3, Agents, Evaluation Metrics, Cyc, TikTok, and more
The Data Exchange with Ben Lorica
Exploring Model Evaluation Beyond Leaderboards in Machine Learning
Exploring the drawbacks of leaderboard-based model evaluation in machine learning, advocating for a nuanced assessment involving tradeoffs, parrot errors, and cost analysis. Emphasizing the significance of real-world data testing and practical use cases over leaderboard standings.
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