2020 Air Street Capital The State of AI Report 2020 · page 20 of 177
Charts illustrate scaling laws in machine learning, specifically the relationship between model size (parameters), data (tokens), and compute budget.
Consulting deck · industry_trends · analyze_data · dense density
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Slide schematic 4/4
chart 2/2 paragraph 1/1 title 1/1
Components 4
line line paragraph headline
Tools 3
Action Titles slide · 85%
Title states 'larger model needs less data'.
Logical chain slide · 70%The description of how larger models require fewer samples to reach the same performance implies a logical sequence of ideas.
So What? Test slide · 80%Callout draws implication: advantage to large companies.
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No metric insight is anchored to this slide.
Frameworks 1