Leveraging a High Level approach to Mixture of Experts (MoE) Architecture for Localized AI with Ollama and Semantic Routing

Leveraging a High Level approach to Mixture of Experts (MoE) Architecture for Localized AI with Ollama and Semantic Routing

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Leveraging a High Level approach to Mixture of Experts (MoE) Architecture for Localized AI with Ollama and Semantic Routing Alberto · Follow 5 min read · Just now — Credis of Image: NVIDIA Tech Blog Mixture of experts ( MoE ) is an innovative technique where multiple expert networks (also called learners) are used to split-up a complex problem space into homogeneous regions. In this article we are going to provide a simple yet hands on of MoE architecture, demonstrates its local implementation using Ollama, and showcases the integration of a semantic routing system for optimal expert selection. A foreward and note Please know that MoE architecture if often built-in in models such as Mistral AI 8x22B MoE in this article we won’t actually get into that fragment as […]

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