Teaching Language Models to Use Tools - Deep Dive into Toolformer
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore a comprehensive technical video presentation analyzing Meta and Universitat Pompeu Fabra's research paper "Toolformer: Language Models Can Teach Themselves to Use Tools." Learn how language models can be trained to autonomously utilize external tools through API calls, including calculators and calendars. Dive deep into the Toolformer architecture, methodology for creating training data, and implementation of API call generation and filtering. Watch practical demonstrations using Together AI, examine real-world examples from the arxiv paper, and understand the experimental results and scaling laws. Master the technical aspects of API call execution, mathematical filtering processes, and the innovative approach to enhancing language model capabilities through self-taught tool usage.