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The visualization of two approaches to fine-tune LLMs based on

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Retrieval-Augmented Generation (RAG) vs LLM Fine-Tuning

Fast Fine-Tuning of AI Transformers Using RAPIDS Machine Learning

Yanchi LIU, Rutgers, The State University of New Jersey, NJ, Rutgers

Fine-Tuning LLMs: In-Depth Analysis with LLAMA-2

Parameter Efficient LLM Fine-Tuning

A High-level Overview of Large Language Models - Borealis AI

How To Use LangChain With Monitoring To Fine-Tune Your LLM

Liang ZHAO, Professor (Associate), PhD, Emory University, GA, EU, Department of Computer Science

Chen LING, Doctor of Philosophy, Emory University, GA, EU, Department of Mathematics and Computer Science