Paper
LLMs & Texto
Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving
A cascaded approach for deploying large language models that balances accuracy and cost by routing queries to appropriate models based on clustering and quality estimation.
Hugging Face · Daily Papers
·Yasmin Moslem, Magdalena Kacmajor
·
·▲ 1 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Yasmin Moslem, Magdalena Kacmajor, Vasudevan Nedumpozhimana, Ammar Abbas, Solmaz Panahi, David Lynch
- 1 upvotes da comunidade
- Temas: large language models, cost-effective model, quality estimation, cascaded solution, query clustering, model routing
Resumo
Resumo original (em inglês), extraído do paper:
A cascaded approach for deploying large language models that balances accuracy and cost by routing queries to appropriate models based on clustering and quality estimation.Onde ler
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