Emergent Abilities: When AI Suddenly "Gets It"
Understanding emergent abilities in large language models - sudden capabilities that appear at scale thresholds, from arithmetic to reasoning and self-reflection.
8 min readConcept
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scaling
Explore machine learning concepts related to scaling. Clear explanations and practical insights.
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Concepts Related to scaling
Neural Scaling Laws: The Mathematics of Model Performance
Understanding neural scaling laws - the power law relationships between model size, data, compute, and performance that govern AI capabilities and guide development decisions.
8 min readConcept
Mixture of Experts (MoE)
Understanding sparse mixture of experts models - architecture, routing mechanisms, load balancing, and efficient scaling strategies for large language models
6 min readConcept