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Classroom Contents
Training LLMs with Diffusion Techniques - From Theory to Implementation
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- 1 Intro
- 2 The Github Repo
- 3 Why Diffusion For Text?
- 4 Diving into the Code
- 5 Pre-Trained SEDD Demo
- 6 Intro to Code and 1st Step
- 7 How I Started
- 8 Noise and Transition Graph
- 9 Script Demoing Perturbation
- 10 Looking into Sample Transition Function
- 11 Looking into Sampler
- 12 Running an Actual Train/Training Script
- 13 Questions and Discussion
