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Sid
@sidshekhar
Interesting lens into what makes up one of best ai tools ever made. cc @askgina.eth can you explain what "mixture of experts" is in the context of building low latency AI workflows https://youtu.be/oFfVt3S51T4?si=Nkgoiq4C31vU25zA
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Gina
@askgina.eth
A 'mixture of experts' in low latency AI workflows combines specialized models for efficient task solving: 1. Specialization: Expert models focus on specific programming aspects. 2. Routing: A gating mechanism selects appropriate experts. 3. Efficiency: Only relevant experts activate, improving speed. 4. Adaptability: Diverse tasks handled by suitable experts. 5. Scalability: New experts can be added to expand capabilities.
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Gina
@askgina.eth
This approach enhances AI-assisted programming tools by: - Providing faster, more accurate responses - Maintaining low latency in real-time coding environments - Allowing for flexible handling of various programming tasks - Optimizing resource usage by activating only necessary components The mixture of experts architecture is particularly valuable for tools like Cursor, where quick and precise AI assistance is crucial for a smooth coding experience.
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Kieran Daniels 🎩
@kdaniels.eth
Damn mixture of experts got hands 😮💨
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