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samos123 committed Oct 5, 2023
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# Substratus - LLM Serving and training on K8s
# Substratus.AI - Kubernetes ML Platform

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<a href="https://github.com/substratusai/substratus/actions/workflows/system-tests.yml">
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Turn K8s into an ML platform and maximize productivity:
🚀 Serve popular OSS LLM models in minutes on CPUs or GPUs
🎵 Fine-tune LLM models with no/low code
📔 Provide a Colab style seamless Notebook experience
☁️ Provide a unified ML platform across clouds
⬆️ Easy to install with minimal dependencies

Support the project by adding a star on GitHub! ❤️

🗣 Join our Discord: [https://discord.gg/JeXhcmjZVm](https://discord.gg/JeXhcmjZVm)

Learn more on the website:

* [Overview](https://www.substratus.ai/docs/overview)
* [Architecture](https://www.substratus.ai/docs/architecture)

See what it is about in less than 2 minutes:

[![Watch the video](https://img.youtube.com/vi/CLyXKJHIQ6A/hq2.jpg)](https://youtu.be/CLyXKJHIQ6A)

## Try it out!
## Quickstart

Create a local Kubernetes cluster using Kind.

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If you want to try out a more capable LLM, running on substantial hardware, try [Kind with
GPU support](https://www.substratus.ai/docs/quickstart/local-kind?kind-mode=gpu),
or try [deploying Substratus in GKE](https://www.substratus.ai/docs/quickstart/gcp).

## Docs
* [Overview](https://www.substratus.ai/docs/overview)
* [Architecture](https://www.substratus.ai/docs/architecture)

## Creators
Feel free to contact any of us:
* [Nick Stogner](https://www.linkedin.com/in/nstogner/)
* [Sam Stoelinga](https://www.linkedin.com/in/samstoelinga/)

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