The paper claims that proxy tasks selected by cross-model performance correlation and small-model variance ratios can predict LLM tool-use capability rankings at early training stages.
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Predictable Emergent Abilities of LLMs: Proxy Tasks Are All You Need
The paper claims that proxy tasks selected by cross-model performance correlation and small-model variance ratios can predict LLM tool-use capability rankings at early training stages.