Tag: Instruction Tuning

The Evolution of LLM Alignment: A Technical Analysis of Instruction Tuning and Reinforcement Learning from Human Feedback

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Part 1: The Alignment Problem: From Next-Word Prediction to Instruction Following 1.1 Executive Summary: The Alignment Trajectory The development of capable and safe Large Language Models (LLMs) follows a well-defined, Read More …

A Comparative Analysis of Pretraining, Fine-Tuning, and Instruction Tuning in Large Language Models

Posted on by uplatzblog

Executive Summary: The Three-Stage Evolution of a Large Language Model This report provides a comprehensive technical analysis of the three distinct phases in the lifecycle of a modern Large Language Read More …