Implementation of Switch Transformers from the paper: "Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity"
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Aug 18, 2025 - Python
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mixture-of-models
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LLM Semantic Router: Intelligent Mixture-of-Models (MoM) System with Advanced ML Security. An advanced semantic router that intelligently directs OpenAI API requests to the most suitable backend language model from a defined pool based on deep semantic understanding of request content.
python rust golang wasm envoy-proxy pii-detection mixture-of-models openai-api llm-inference semantic-router prompt-guard modernbert
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Aug 18, 2025 - Python
The implementation of mixtures for different tasks.
linear-regression torch bayesian-methods ensemble ensemble-learning expectation-maximization-algorithm ensemble-prediction mixture-of-experts dirichlet-distributions mixture-of-models
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Oct 17, 2024 - Python
🤪🧠💥 Mixture of Idiots (MoI): A Python project exploring 'Mixture of Models' (MOM) to solve complex problems by combining outputs from multiple LLMs (OpenAI, MistralAI, Gemini) using King, Duopoly, and Democracy architectures. Sometimes, a team of 'idiots' is surprisingly brilliant!
python ai openai problem-solving collective-intelligence api-integration mixture-of-models large-language-models llm google-gemini mistral-ai multi-model-systems king-architecture duopoly-architecture democracy-architecture
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Jul 4, 2025 - Python
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