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

11 October 2023

Heng Ji

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

4 / 4 papers shown

Title
Resource-Efficient Language Models: Quantization for Fast and Accessible Inference Tollef Emil Jørgensen MQ 49 0 0 13 May 2025
LLM Evaluators Recognize and Favor Their Own Generations Arjun Panickssery Samuel R. Bowman Shi Feng 41 156 0 15 Apr 2024
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 221 571 0 03 May 2023
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 355 8,457 0 28 Jan 2022