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2024 Air Street Capital The State of AI Report 2024 · page 22 of 213

Discusses model pruning techniques (layer removal, knowledge distillation) and their impact on performance benchmarks.

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Action Titles slide · 88%

Title 'It's possible to shrink models with minimal impact on performance'

 Chartjunk Elimination slide · 70%

Diagrams showing layer removal process and performance metrics (MMLU, BoolQ, C4 validation loss) vs fraction of layers dropped.
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