Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Fine-tuning Phi-3 for LeetCode: Dataset Generation and Unsloth Implementation

All About AI via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the process of creating a LeetCode dataset and fine-tuning a Phi-3 3.8B model using Unsloth in this 20-minute video tutorial. Learn how to generate a LeetCode dataset, convert text to JSON format, and implement fine-tuning techniques with Unsloth. Discover the baseline performance on LeetCode problems, observe the fine-tuning process, and evaluate the results through testing. Gain insights into dataset generation, model fine-tuning, and performance assessment for improving LeetCode problem-solving capabilities.

Syllabus

Intro
LeetCode Dataset Generation
Text to JSON Dataset Script
phi3 Fine-tuning Unsloth
LeetCode Problem Baseline
phi3 fine-tuning done
phi3 leetcode testing
conclusion

Taught by

All About AI

Reviews

Start your review of Fine-tuning Phi-3 for LeetCode: Dataset Generation and Unsloth Implementation

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.