Intro-ML-Arts-IMA-F24

Fine-Tuning

LoRA

• What is fine-tuning

• [What is Low-Rank Adaptation (LoRA)

  Explained by the Inventor](https://www.youtube.com/watch?v=DhRoTONcyZE)

• LoRA: Low-Rank Adaptation of Large Language Models
• Using LoRA for Efficient Stable Diffusion Fine-Tuning

Fine-Tuning an Image Generator

• Fine-Tune FLUX.1 to Create Images of Yourself on Replicate
• Collection of FLUX Fine-Tunes on Replicate
• Glitch Project to Use a Fine-Tuned Model with p5.js - model demo, source code

Fine-Tuning a Large Language Model (LLM)

• Fine-Tune a Pretrained Model by Hugging Face
• AutoTrain on Hugging Face
• Unsloth Colab Notebooks
• OpenAI API Fine-Tuning
• Example Code for Prepping a Dataset