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FtFine-tune3

Fine-tune

Teaching AI new tricks

retrievalRow 3: Deploymentadvanced5 hoursRequires: Lg

Overview

Fine-tuning adapts pre-trained models to specific tasks or domains by training on curated datasets.

What is it?

Additional training of a base model on task-specific data.

Why it matters

Fine-tuning lets you create specialized models that outperform generic ones on your specific use case.

How it works

Start with a pre-trained model, prepare labeled examples, run additional training iterations, and the model learns to perform your specific task better.

Real-World Examples

Custom Chatbot

Fine-tuned on company conversations

Code Model

Specialized for a programming language

Domain Expert

Trained on medical or legal texts

Tools & Libraries

OpenAI Fine-tuningservice

Fine-tune GPT models

Hugging Faceservice

Fine-tuning infrastructure

LoRAtechnique

Efficient fine-tuning technique