Date: October 2, 2024 (Wednesday)
Time: 5:30pm – 7:30 pm
Venue: Digital Learning Studio, Tam Wing Fan Innovation Wing One, HKU
for Creative Impact
In this hands-on workshop, we will introduce you to the powerful technique of fine-tuning, which allows you to adapt general purpose AI models to your own goals. After understanding the necessary theory behind fine-tuning, you will practice by preparing the dataset and then fine-tuning a summarization model to create headlines for news articles.
Looking forward to seeing you! (¬‿¬)
Date: October 2, 2024 (Wednesday)
Time: 5:30pm- 7:30pm
Venue: Digital Learning Studio, Tam Wing Fan Innovation Wing One, HKU
Class size: A limited quota of 18 will be offered on first-come-first-served basis. No prior knowledge is required.
Eligibility: Priority to members of Innovation Wing! All HKU students are welcome to join.
Instructor: AI student research assistants of Innovation Wing
| Session | Duration | Details |
|---|---|---|
|
Introduction |
15 minutes |
1. Overview of fine-tuning and its appropriate applications. 2. Introduction to the workshop materials to be used. |
|
ML model comparison |
15 minutes |
1. Overview of various state-of-the-art machine learning models. 2. Assess the strengths and weaknesses of each model. |
|
Headline generation via finetuning |
50 minutes |
1. Fine-tuning an existing model with coding.
|
|
Conclusion |
10 minutes |
1. Explore additional potential applications of fine-tuning. 2. Conclusion 3. Q&A |
