Ondrej Balas
Infusing business with modern technology
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Ondrej is the owner of UseTech Design, a Michigan-based development company that focuses primarily on .NET and other Microsoft technologies. Ondrej is also a Microsoft MVP in Visual Studio and Development Technologies, a writer for Visual Studio Magazine, and is very active in the Michigan software development community. Ondrej works across many industries including finance, healthcare, manufacturing, and logistics. Areas of expertise include similarity and matching across large data sets, algorithm design, distributed architecture, and software development practices.
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LLM Internals Deep Dive
Unlock the secrets of Large Language Models (LLMs) in this deep-dive session on LLM internals. We'll discuss what an LLM is and how it works, what part 'logits' play in LLMs and how we can leverage them for decision making. Next we will look at using GBNF to constrain output generation to specific formats. Finally we'll compare various models including ChatGPT and Llama, and open source front ends like text-generation-webui and LibreChat.
Unlock the mysteries of Large Language Models (LLMs) in this deep-dive session on LLM internals.
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