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U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models
2025-01-22
· ICLR 2025 Poster ·
anchor
Findings
IC-432
56 LLMs from 19 families exhibit u-shaped scaling on hard questions and inverted-U scaling on easy questions, with the opposing trends explaining emergent ability stagnation