Substratus

Substratus is a powerful AI tool that simplifies building, training, and deploying advanced machine learning models across various cloud platforms.

With Substratus, you can effortlessly launch open-source Large Language Models (LLMs) in just a matter of minutes. There's no need to worry about complicated setups or managing infrastructure—it's all taken care of for you!

One of the standout features of Substratus is its prepackaged container images, which let you easily import popular, cutting-edge models. Once you've imported a model, you can open up remote notebooks and explore the code with ease.

Fine-tuning your model is a breeze with Substratus as it manages the heavy lifting of refining your models on the best hardware available. You simply choose a ready-to-use model, add your training dataset, and let Substratus handle the rest.

A key component of Substratus is its integration with Kubernetes, which helps orchestrate all machine learning tasks seamlessly. From importing data to training models and serving them, Kubernetes ensures that everything runs smoothly across different environments without unnecessary dependencies. Plus, you can deploy Substratus anywhere that Kubernetes operates, giving you both flexibility and scalability.

To help you hit the ground running, Substratus provides detailed documentation, including an introduction and a quickstart guide. And if you ever need assistance, their active community is ready to help on platforms like Stack Overflow and Discord.

In short, Substratus is built to speed up the process of developing and deploying AI models, allowing you to concentrate more on your data instead of getting bogged down with the complexities of machine learning operations.