Foundations of Local Large Language models

Instructors: Noah Gift +1 more

What you'll learn

  •   Local Large Language Models (LLMs)
  •   Tools for running LLMs locally like Llamafile

    • Skills you'll gain

  •   Natural Language Processing
  •   Performance Testing
  •   Command-Line Interface
  •   Application Deployment
  •   Cloud Applications
  •   Large Language Modeling
  •   Other Programming Languages
  •   Risk Management Framework
  •   MLOps (Machine Learning Operations)
  •   Generative AI
  •   Prompt Engineering
  •   Rust (Programming Language)
  •   Data Ethics
  •   Statistical Programming

    • There are 3 modules in this course

    You will explore other tools and programming languages to interact with these LLMs and using LLMs via via Hugging Face Candle and Mozilla llamafile.

    Production Workflows and Performance of LLMs

    Responsible Generative AI

    Explore more from Machine Learning

    Introduction to Large Language Models

    Beginning Llamafile for Local Large Language Models (LLMs)

    Large Language Model Operations (LLMOps)

    Harnessing Open Source LLMs and ChatGPT with Minimal Code

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