Training LLMs with Diffusion Techniques - From Theory to Implementation

Training LLMs with Diffusion Techniques - From Theory to Implementation

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The Github Repo

2 of 13

2 of 13

The Github Repo

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Classroom Contents

Training LLMs with Diffusion Techniques - From Theory to Implementation

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

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