A Declarative System for Optimizing AI Workloads

A Declarative System for Optimizing AI Workloads

23 May 2024

Michael Cafarella

Peter Baille Chen

Michael Franklin

Gerardo Vitagliano

Papers citing "A Declarative System for Optimizing AI Workloads"

7 / 7 papers shown

Title
The Design of an LLM-powered Unstructured Analytics System Eric Anderson Jonathan Fritz Austin Lee Bohou Li Mark Lindblad ... Mehul A. Shah Benjamin Sowell Dan Tecuci Vinayak Thapliyal Matt Welsh 55 10 0 31 Dec 2024
DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing Shreya Shankar Tristan Chambers Eugene Wu Aditya G. Parameswaran Eugene Wu LLMAG 58 6 0 16 Oct 2024
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model Zeyu Zhang Paul Groth Iacer Calixto Sebastian Schelter 41 1 0 06 Sep 2024
Optimizing LLM Queries in Relational Data Analytics Workloads Shu Liu Asim Biswal Audrey Cheng Xiangxi Mo Shiyi Cao ... Ion Stoica Matei A. Zaharia Ion Stoica Joseph E. Gonzalez Matei Zaharia 71 18 0 09 Mar 2024
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,494 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 328 11,953 0 04 Mar 2022
Physical Representation-based Predicate Optimization for a Visual Analytics Database Michael R. Anderson Michael Cafarella G. Ros T. Wenisch 41 56 0 11 Jun 2018