A Detailed Guide to Fine-Tuning for Specific Tasksby@deepakk
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15,650 reads

A Detailed Guide to Fine-Tuning for Specific Tasks

by Deepak Karunanidhi8mOctober 30th, 2023
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Large Language Models (LLMs) are versatile but fine-tuning them for specific tasks unlocks their full potential. This article explores the art of fine-tuning LLMs, its process, and applications in chatbots, translation, and sentiment analysis. It also addresses ethical considerations and the challenges of bias, data scarcity, overfitting, and computational requirements in fine-tuning.
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Deepak Karunanidhi

Deepak Karunanidhi

@deepakk

Associate Director at Novartis

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Deepak Karunanidhi@deepakk
Associate Director at Novartis

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