LLM Training

The trail Most kept first

1. 1
   11m

   Creating Your First Hugging Face Dataset

   MakeTheJump AI11 min

   Kept by 2 of 3 learners

   • Loading custom datasets with datasets.load_dataset
   • Parsing local JSON data for model ingestion

   Quiz after
2. 2
   24m

   Teach LLM Something New 💡 LoRA Fine Tuning on Custom Data

   Python Simplified24 min

   Kept by 1 of 3 learners

   • Truncating sequences to a fixed max length
   • Padding sequences to max length using custom filler tokens

   Quiz after
3. 3
   33m

   Learn How to Make AI Models w/ ML: 3. Hugging Face, Tokenizers & Pre-Trained Models

   Tonbi's AI Garage33 min

   Kept by 1 of 3 learners

   • Loading pre-trained tokenizers with AutoTokenizer
   • Mapping text to token IDs

   Quiz after
4. 4
   8m

   How to Start Using Python for AI - Build Your First AI Model in Python

   MaxonShire8 min

   Kept by 1 of 3 learners

   • Python Environment Setup
   • NumPy

   Quiz after
5. 5
   24m

   Ultimate Guide to NumPy Arrays - VERY DETAILED TUTORIAL for beginners!

   Python Simplified24 min

   Kept by 1 of 3 learners

   • Reshaping array dimensions using the .reshape method
   • Generating identity matrices with np.eye

   Quiz after

What you get on this path

• A quiz after every lesson

  Written from what the video actually says, so you know it stuck before you move on.

• Your guide on every step

  Ask what a part means, or swap a lesson for one that fits you better.

• Review before you forget

  Short cards come back a few days later, right before the memory fades.