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WeightWatcher: The AI Detective for LLMs (DeepSeek & OpenAI included) (Ep. 278)

Data Science at Home

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Optimizing Neural Networks

This chapter explores the intricacies of over-parameterization and the challenges of achieving an optimal balance between efficiency and performance in large language models. It discusses the Weight Watcher methodology and advanced optimization techniques, including the distillation of large models into smaller, more effective structures.

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