/finetuning_llms

Primary LanguageJupyter Notebook

Finetuning Large Language Models

Learn to finetune an LLM in minutes and specialize it to use your own data

  • Master LLM finetuning basics
  • Differentiate finetuning from prompt engineering and know when to use each
  • Gain hands-on experience with real datasets for your projects

CourseOverview

INDEX

  1. Why Finetune
  2. Where Finetuning fits
  3. Instruction Finetuning
  4. Data Preparation
  5. Training Process
  6. Evaluation and Iteration
  7. Considerations

YT RECORDINGS

  1. Instruction Finetuning:Instruction Finetuning
  2. Data Preparation:Data Preparation
  3. Training:Training
  4. Evaluation:Evaluation

COURSE LINK

https://learn.deeplearning.ai/courses/finetuning-large-language-models/