Open-Source AI with Ollama to answer medical questions

medllama2 - Fine-tuned Llama 2 model to answer medical questions based on an open source medical dataset.

What is Ollama?

Ollama is an innovative platform that packages large language models into an easily distributable format. This encapsulation, defined by what's called a Modelfile, simplifies the complexity involved in setting up these advanced models. Ollama is not just about convenience; it's about making the power of AI accessible right at your fingertips, leveraging your local resources efficiently.

How to Get Started with Ollama

Setting up Ollama is a breeze. You can have it up and running with just a single line of code. Here’s how:

curl -fsSL https://ollama.com/install.sh | sh

This command downloads the installation script and pipes it directly to your shell, initiating the installation process.

Selecting Your Model

Ollama offers a variety of models to choose from, tailored to different needs and domains. One particularly intriguing model is medllama2. As the name suggests, it's a fine-tuned version of the Llama 2 model, specifically honed to answer medical questions. This tuning is based on an open-source medical dataset, providing a robust foundation for medical query resolutions.

To select and run this model, select model medllama2 or visit:

https://ollama.com/library/medllama2

Ensuring a Smooth Installation

Once the installation concludes, you can verify it by running:

ollama list

This command should list all the available models you have installed. If it comes up empty, don't fret; it simply means you haven’t chosen a model yet.

And to start using medllama2 for your queries, simply execute:

ollama run medllama2

Wrapping Up

The capabilities provided by Ollama extend the horizons of what developers can achieve with AI on their local machines. With easy installation, a broad selection of models, and a focus on performance optimization, Ollama is poised to be an invaluable tool for anyone looking to harness the capabilities of large language models without the cloud.

Whether you’re a developer seeking to integrate AI into your applications, a researcher conducting cutting-edge experiments, or a hobbyist eager to explore the AI landscape, Ollama offers the accessibility and power to make your journey into AI as enriching and straightforward as possible.

So, why wait? Download Ollama today, choose your model, and start building the future of AI, locally on your machine.

It's imperative to extend our heartfelt thanks to two such luminaries in the tech world: Julien Barbier and Kalkidan Betre

Their relentless dedication to pushing the boundaries of what software engineers can achieve has paved the way for groundbreaking advancements in applied AI. Through their guidance, many have learned to leverage the applications they build with powerful AI functionalities, transforming the software landscape one innovation at a time.

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