Learn how to perform inference with Stanford Alpaca in this tutorial. The course covers setting up libraries, generating text using prompt templates, optimizing the inferencing process, and comparing Alpaca's performance with ChatGPT. The teaching method includes step-by-step guidance and tips. This course is intended for individuals interested in natural language processing and comparing different AI models.
Alpaca & LLaMA - Can it Compete with ChatGPT?
Overview
Syllabus
- Intro
- What is Alpaca?
- Alpaca LoRa
- Google Colab Setup
- Download Model Weights
- Prompt Template
- Generate a Response
- Create Better Interface
- Alpaca vs ChatGPT
- Conclusion
Taught by
Venelin Valkov
