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RouteLLM: Learning to Route LLMs with Preference Data

RouteLLM: Learning to Route LLMs with Preference Data

26 June 2024
Isaac Ong
Amjad Almahairi
Vincent Wu
Wei-Lin Chiang
Tianhao Wu
Joseph E. Gonzalez
M. W. Kadous
Ion Stoica
ArXivPDFHTML

Papers citing "RouteLLM: Learning to Route LLMs with Preference Data"

8 / 58 papers shown
Title
Context-Aware Assistant Selection for Improved Inference Acceleration
  with Large Language Models
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
Jerry Huang
Prasanna Parthasarathi
Mehdi Rezagholizadeh
Sarath Chandar
46
1
0
16 Aug 2024
A Survey on Model MoErging: Recycling and Routing Among Specialized
  Experts for Collaborative Learning
A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
Prateek Yadav
Colin Raffel
Mohammed Muqeeth
Lucas Caccia
Haokun Liu
Tianlong Chen
Joey Tianyi Zhou
Leshem Choshen
Alessandro Sordoni
MoMe
46
21
0
13 Aug 2024
Arctic-TILT. Business Document Understanding at Sub-Billion Scale
Arctic-TILT. Business Document Understanding at Sub-Billion Scale
Łukasz Borchmann
Michał Pietruszka
Wojciech Ja'skowski
Dawid Jurkiewicz
Piotr Halama
...
Gabriela Nowakowska
Artur Zawłocki
Łukasz Duhr
Paweł Dyda
Michał Turski
VLM
34
1
0
08 Aug 2024
LLM Inference Serving: Survey of Recent Advances and Opportunities
LLM Inference Serving: Survey of Recent Advances and Opportunities
Baolin Li
Yankai Jiang
V. Gadepally
Devesh Tiwari
78
18
0
17 Jul 2024
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs
MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs
Quang H. Nguyen
Duy C. Hoang
Juliette Decugis
Saurav Manchanda
Nitesh V. Chawla
Khoa D. Doan
Khoa D. Doan
42
6
0
15 Jul 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
Dujian Ding
Ankur Mallick
Chi Wang
Robert Sim
Subhabrata Mukherjee
Victor Rühle
L. Lakshmanan
Ahmed Hassan Awadallah
88
77
0
22 Apr 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
298
3,007
0
22 Mar 2023
Training language models to follow instructions with human feedback
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
313
11,953
0
04 Mar 2022
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