No More Hard Coding: Use Declarative Configuration to Build and Fine-tune Custom Mistral 7B on Your Data

A Practical Guide to Fine-Tuning LLMs in Just a Few Lines of Code with Open Source Library Ludwig

Yanli Liu
Level Up Coding
Published in
8 min readOct 15, 2023

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You are training your first custom LLM to take your domain-specific tasks to the next level. Writing fine-tuning code from scratch, embedding values like data file names, train-test split ratios, and hyperparameters directly into your code.

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Daytime finance practitioner based in Luxembourg, seasoned coder, and passionate about anything AI-related!