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Embeddings vs Fine-Tuning - Part 3: Unsupervised Fine-Tuning

Offered By: Trelis Research via YouTube

Tags

Fine-Tuning Courses Machine Learning Courses Unsupervised Learning Courses Neural Networks Courses Data Cleaning Courses Transformer Models Courses Embeddings Courses

Course Description

Overview

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Explore the intricacies of unsupervised fine-tuning in this 21-minute video from Trelis Research. Delve into the process of cleaning datasets, implementing unsupervised fine-tuning in Google Colab, and gain valuable pro tips. Learn how to access the unsupervised fine-tuning notebook, supervised fine-tuning notebook, Q&A dataset preparation scripts, and scripts for creating and using embeddings. The video covers topics such as dataset cleanup, practical implementation in Google Colab, and offers expert advice. Access additional resources including presentation slides and a GitHub repository for comprehensive learning. Perfect for those looking to deepen their understanding of advanced fine-tuning techniques in machine learning.

Syllabus

Part 3: Unsupervised Fine-tuning
Video Overview
Cleaning up datasets
Unsupervised fine-tuning in google colab.
Pro tips
Scripts and GitHub Repo Access


Taught by

Trelis Research

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