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Retrieval After RAG: Search Built Around Storage, Concurrency, and Cost

…predicting how their value will change as models improve. Early retrieval-augmented generation, or RAG, used search to supply useful material before a model generated an answer. The conversation recalls the constraint as making an…

Writeup · Date unavailable
Writeup——
NeurIPS 2023 Recap, Part 3 of 4: Search, Tools, Agent Memory, and Attention Alternatives

…reasoning steps as search moves. Choosing their size creates a generation–evaluation tradeoff: - Tokens are easy to generate but hard to judge. An initial number or operator reveals little about eventual success. - Complete solutions are…

Writeup · Date unavailable
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Open AI Needs More Than Open Models

…for individual operators, using templates and symbolic generation to produce CUDA or CPU code. A compact mathematical operation can therefore require a substantial implementation to run efficiently across inputs. That cost can be borne in…

Writeup · Date unavailable
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