# Generative AI | 10-423 + 10-623 + 10-723 | Fall 2025 https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html * [Home](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/) * [FAQ](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/faq.html) * [Syllabus](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/#syllabus) * [People](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/people.html) * [Schedule](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/schedule.html) * [Office Hours](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/officehours.html) * [Coursework](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html) * [Previous](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/previous.html) * [Links](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html) * [Piazza](https://piazza.com/cmu/fall2025/10423623723) * [Gradescope](https://www.gradescope.com/courses/1079227) * [Livestream](https://piazza.com/class/me79mzsvkpg2q6/post/8) * [Video Recordings](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx?folderID=9042de5b-f2ce-4e07-b974-b33f00ff5eb3) * [OH Queue](https://ohq.eberly.cmu.edu/) * [![](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/img/scslogo_no_outline_simple.gif)](http://scs.cmu.edu) * [![](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/img/mllogo1.jpg)](http://ml.cmu.edu) * [Home](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/) * [FAQ](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/faq.html) * [Syllabus](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/#syllabus) * [People](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/people.html) * [Schedule](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/schedule.html) * [Office Hours](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/officehours.html) * [Coursework](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html) * [Previous](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/previous.html) * [Links](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html) * [Piazza](https://piazza.com/cmu/fall2025/10423623723) * [Gradescope](https://www.gradescope.com/courses/1079227) * [Livestream](https://piazza.com/class/me79mzsvkpg2q6/post/8) * [Video Recordings](https://scs.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx?folderID=9042de5b-f2ce-4e07-b974-b33f00ff5eb3) * [OH Queue](https://ohq.eberly.cmu.edu/) * [![](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/img/scslogo_no_outline_simple.gif)](http://scs.cmu.edu) * [![](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/img/mllogo1.jpg)](http://ml.cmu.edu) # Generative AI [ For information about 10-x23 in Spring 2026, click here! ](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/nextsem.html) 10-423 + 10-623 + 10-723, Fall 2025 School of Computer Science Carnegie Mellon University * * * ## [](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html#assignments)Assignments There will be 5 homework assignments (and a special extra assignment for 10-623 and 10-723 only). The assignments will consist of both theoretical and programming problems. Homework assignments will be released via a Piazza announcement explaining where to find the handout, LaTeX template, etc. * Homework 0: PyTorch Primer [[Handout]](https://drive.google.com/file/d/1Vsdl9W85M32jHKyUg_HvwHa09tvh3jXC/view?usp=sharing) [[Overleaf]](https://www.overleaf.com/read/ywhtpyzxvgvw#5a8dcd) * Homework 1: Large Language Models [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/hw1.zip) [[Overleaf]](https://www.overleaf.com/read/pmpmvpvztjhn#337d8f) * Homework 2: Image Generation [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/hw2.zip) [[Overleaf]](https://www.overleaf.com/read/psbysgfqkjjh#dc7bbf) * Homework 3: Applying and Adapting LLMs [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/hw3.zip) [[Overleaf]](https://www.overleaf.com/read/xhmmvxxfspmq#259aac) * Homework 4: Multimodal Foundation Models [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/hw4.zip) [[Overleaf]](https://www.overleaf.com/read/yghfqfhcpcxm#d96c33) * Homework 623: (10-623 and 10-723 only) [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/HW623.pdf) Tentative release dates and due dates are listed on the [Schedule](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/schedule.html) page. ## [](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html#quizzes)Quizzes There will be 5 quizzes (plus an additional quiz for 10-723 students only). * Quiz 1 (Lectures 1 - 4) * Quiz 2 (Lectures 5 - 9) * Quiz 3 (Lectures 9 - 12) * Quiz 4 (Lectures 12 - 15) * Quiz 5 (Lectures 16 - 20) * Quiz723 (Lecture 21 - 24) for 10-723 students only ## [](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html#exams)Exams There will be one exam. The links to the Practice Problems and Exam Exit Polls will be provided below. * Midterm Exam [[Practice Exam]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/practice_exam.pdf) [[Practice Exam Solutions]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/practice_exam_solutions.pdf) ## [](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/coursework.html#project)Project The course project affords an opportunity to apply generative modeling to a real-world machine learning problem in your domain of interest. The work will be completed in the last 4 weeks of the course, written up in a report, and presented at the poster session. Students will submit several deliverables throughout the semester. The (tentative) deadlines for each component of the project are listed on the [Schedule](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/schedule.html) page. 1. **Team Formation:** Each team will consist of 3 people. Teams must be specified in advance of the proposal deadline. 2. **Proposal:** The proposal will describe the task, dataset, methods, and goals for the project. 3. **Midway report:** The midway report presents each group a chance to present their progress partway through the project’s duration. 4. **Final report:** The final report will describe the methods that were used and the present experimental results that illustrate a contrast between competing methods. 5. **Final poster:** The final poster should summarize the accomplishments of the project. (Students are required to attend the final poster session.) Details about the project milestones and deliverables can be found here: [[Handout]](https://www.cs.cmu.edu/~mgormley/courses/10423-f25/homework/project.pdf) * * * Last updated January 11, 2026 (08:01 PM). This website is powered by [Jekyll](https://jekyllrb.com/) and [Bootstrap](http://getbootstrap.com).