Paper
LLMs & Texto
When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models
Multi-model systems face fundamental accuracy limits determined by the rate at which all models fail simultaneously, regardless of their individual correlations or ensemble strateg…
Hugging Face · Daily Papers
·Josef Chen
·
·▲ 3 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Josef Chen
- 3 upvotes da comunidade
- Temas: multi-model LLM systems, routing, voting, cascades, fusion, mixture-of-agents
Resumo
Resumo original (em inglês), extraído do paper:
Multi-model systems face fundamental accuracy limits determined by the rate at which all models fail simultaneously, regardless of their individual correlations or ensemble strategies.Onde ler
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