A2Z-F24

Additional Topics

Fine-Tuning

• 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
• Fine-tune a pretrained model by Hugging Face
• AutoTrain on Hugging Face
• Unsloth Colab Notebooks
• OpenAI API Fine Tuning
• Example Code for Prepping Dataset

Blue Sky Bot

• Example Blue Sky Bot
• @atproto/api on npm

Browser Extensions

• Chrome Extensions: Getting Started
• Ancient Videos and Examples
• Simple Bookmarklet Example
• Basic Extension Example

Transformers.js

Docs

• 📚 Transformers.js Documentation
• 💻 Transformers.js GitHub Repository
• 📰 Transformers.js v3: WebGPU Support, New Models & Tasks, and More…
• 🔍 Transformers.js Examples and Demos
• 📦 Official npm package

Code Examples

• Object Detection - Image
• Object Detection - Video
• Sentiment Analysis
• Depth Estimation - Image
• Depth Estimation - Video
• Text Generator