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Learn how to effectively select and implement the most suitable AI models for specific tasks through model routing in this 15-minute technical video. Explore the complexities of choosing between various AI models like GPT-4, Claude 3, Gemini, and Llama while understanding their individual strengths in areas such as coding and logical reasoning. Master the implementation of model routing using the NotDiamond API through hands-on demonstrations and practical examples. Discover key concepts including arena model comparison, trade-off parameter selection, model recommendations, personalized routing, and custom router training. Gain valuable insights from an experienced Machine Learning researcher with 15 years of software engineering background and expertise in Computer Vision and Robotics.
Syllabus
- Intro
- Why Model routing?
- NotDiamond Router
- Chat App from NotDiamond
- Arena Model for Model Comparison
- Choosing based on Trade-off parameter
- Model Recommendation
- Personalized Routing
- Training Custom Router
- Extro
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