"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis cover image

Everything You Wanted to Know About LLM Post-Training, with Nathan Lambert of Allen Institute for AI

"The Cognitive Revolution" | AI Builders, Researchers, and Live Player Analysis

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Enhancing Language Model Evaluation and Performance Metrics

This chapter examines various training methodologies for language models, including supervised fine-tuning, direct preference optimization, and reinforcement learning. It emphasizes the significance of robust evaluation design and the potential impact of data contamination on performance metrics.

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