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Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in
  Self-Refined Open-Source Models

Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models

11 October 2023
Sumuk Shashidhar
Abhinav Chinta
Vaibhav Sahai
Zhenhailong Wang
Heng Ji
ArXivPDFHTML

Papers citing "Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models"

3 / 3 papers shown
Title
LLM Evaluators Recognize and Favor Their Own Generations
LLM Evaluators Recognize and Favor Their Own Generations
Arjun Panickssery
Samuel R. Bowman
Shi Feng
36
152
0
15 Apr 2024
Can Large Language Models Be an Alternative to Human Evaluations?
Can Large Language Models Be an Alternative to Human Evaluations?
Cheng-Han Chiang
Hung-yi Lee
ALM
LM&MA
206
559
0
03 May 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
315
8,261
0
28 Jan 2022
1