Categories: AI/ML Research

RAG vs. Fine-Tuning for Domain Adaptation: When to Use Which

In this article, you will learn the mechanical difference between retrieval-augmented generation and fine-tuning, when each technique is the right tool, and how to decide…

A Gentle Introduction to Language Model Fine-tuning

This article is divided into four parts; they are: • The Reason for Fine-tuning a Model • Dataset for Fine-tuning • Fine-tuning Procedure • Other Fine-Tuning Techniques Once you train your decoder-only transformer model, you have a text generator.

January 7, 2026

In "AI/ML Research"

Fine-Tuning a BERT Model

This article is divided into two parts; they are: • Fine-tuning a BERT Model for GLUE Tasks • Fine-tuning a BERT Model for SQuAD Tasks GLUE is a benchmark for evaluating natural language understanding (NLU) tasks.

November 29, 2025

In "AI/ML Research"

Fine-Tuning Agentic AI: A Practical Guide

In this article, you will learn how to fine-tune an agentic AI system holistically, covering all four critical dials: training data, parameter-efficient fine-tuning, runtime hyperparameters,...

September 18, 2026

In "AI/ML Research"

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