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Towards Optimizing the Costs of LLM Usage

Towards Optimizing the Costs of LLM Usage

Shivanshu Shekhar
Tanishq Dubey
Koyel Mukherjee
Apoorv Saxena
Atharv Tyagi
Nishanth Kotla
ArXiv (abs)PDFHTML

Papers citing "Towards Optimizing the Costs of LLM Usage"

13 / 13 papers shown
Title
FAA Framework: A Large Language Model-Based Approach for Credit Card Fraud Investigations
FAA Framework: A Large Language Model-Based Approach for Credit Card Fraud Investigations
Shaun Shuster
Eyal Zaloof
A. Shabtai
Rami Puzis
69
0
0
13 Jun 2025
RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification
RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification
Praphul Singh
Charlotte Dzialo
Jangwon Kim
Sumana Srivatsa
Irfan Bulu
Sri Gadde
Krishnaram Kenthapadi
27
0
0
23 May 2025
Causal LLM Routing: End-to-End Regret Minimization from Observational Data
Causal LLM Routing: End-to-End Regret Minimization from Observational Data
Asterios Tsiourvas
Wei-Ju Sun
Georgia Perakis
46
0
0
21 May 2025
Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization
Transforming Decoder-Only Transformers for Accurate WiFi-Telemetry Based Indoor Localization
Nayan Sanjay Bhatia
Katia Obraczka
46
0
0
16 May 2025
Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights
Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights
Tahniat Khan
Soroor Motie
Sedef Akinli Kocak
Shaina Raza
MQ
75
0
0
07 Apr 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation
SeongYeub Chu
JongWoo Kim
MunYong Yi
142
4
0
21 Feb 2025
Optimizing Model Selection for Compound AI Systems
Optimizing Model Selection for Compound AI Systems
Lingjiao Chen
Jared Quincy Davis
Boris Hanin
Peter Bailis
Matei A. Zaharia
James Zou
Ion Stoica
124
4
0
20 Feb 2025
Software Performance Engineering for Foundation Model-Powered Software (FMware)
Software Performance Engineering for Foundation Model-Powered Software (FMware)
Haoxiang Zhang
Shi Chang
Arthur Leung
Kishanthan Thangarajah
Boyuan Chen
Hanan Lutfiyya
Ahmed E. Hassan
273
1
0
14 Nov 2024
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization
Diana Pfau
Alexander Jung
75
1
0
25 Oct 2024
LLMProxy: Reducing Cost to Access Large Language Models
LLMProxy: Reducing Cost to Access Large Language Models
Noah Martin
Abdullah Bin Faisal
Hiba Eltigani
Rukhshan Haroon
Swaminathan Lamelas
Fahad Dogar
469
1
0
04 Oct 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost
Sania Nayab
Giulio Rossolini
Giorgio Buttazzo
Nicolamaria Manes
F. Giacomelli
Nicolamaria Manes
Fabrizio Giacomelli
LRM
135
42
0
29 Jul 2024
Foundation Models for Autonomous Robots in Unstructured Environments
Foundation Models for Autonomous Robots in Unstructured Environments
Hossein Naderi
Alireza Shojaei
Lifu Huang
LM&Ro
93
0
0
19 Jul 2024
KG-RAG: Bridging the Gap Between Knowledge and Creativity
KG-RAG: Bridging the Gap Between Knowledge and Creativity
Diego Sanmartin
RALM
86
45
0
20 May 2024

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