LLM Fine-Tuning for Anti-Tracking in Web Browsers
Learn how to build a lightweight, LLM-powered browser extension that can detect online trackers. In 5 simple lessons, we'll cover everything from data generation, model training, backend serving, to browser extension development, optimized for real-world performance.
Session 1: Introduction to LLMs for Anti-Tracking
Session 2: Data Generation and Preparation
Session 3: LLM Fine-tuning and Model Training
Session 4: Building the API Server
Session 5: Developing the Browser Extension
Bonus Session: The Evolution of Machine Learning Models — From Rule-Based Systems to Transformers
Bonus Session: Model Optimization
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