Meet the AI Engineer who Fine-tuned Mistral 7B on Personal Journals [Harper Carroll Expert Tutorial]

In this Expert Tutorial, Harper S Carroll (Head of AI/ML) from Brev Dev teaches us how to fine-tune Mistral AI 7B parameter on our personal data. This tutorial goes through many fine-tuning intricacies such as Dataset Preparation, Model Validation and so on.

🚀 Timestamp 🚀

00:00 Intro
00:46 Dataset Preparation for Mistral Fine-Tuning
02:52 GPU Setup
03:40 FineTune Mistral 7B
06:52 Tokenization - Deep Dive
11:15 LoRA - Deep Dive
13:01 Weights & Biases Setup
13:14 Finetuning Mistral 7B on …

ai engineer data dataset dev engineer expert fine-tuning head mistral mistral 7b mistral ai personal data through tutorial validation