Unweave

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ML, without the FML. Open-source platform for machine learning dev environments.

SSH into GPU machines across cloud providers. Join Discord Start Project github.com/unweave/ unweave Star us on Github.

Get started in seconds. Get up and running with an ML environment on an instance of your choice.

1. Install $ brew install unweave/unweave/unweave. Install the Unweave CLI with homebrew.

After installation, run `unweave login`.

2. Initialize $ unweave link . Link your local directory to an Unweave project.

All further commands will be run in the context of this project.

3. Connect $ unweave ssh –provider unweave –gpu-type a100_x4. Choose your provider: unweave, lambdalabs, gcp, aws.

Choose your runtime: A100 x4, A100 80GB PCIe x1, A10 x4, RTX A6000, Quadro RTX 5000, CPU x16. Unweave will configure and launch an instance on your choice of cloud provider and land you into it via SSH.

Transparent Cloud Costs. Unweave converts cloud provider spaghetti pricing into something parseable by mere mortals.

Unweave H100 PCIe $4.30/hr.

A100 40GB $2.10/hr.

RTX A6000 $1.30/hr.

A40 $1.30/hr.

LamdaLabs A100 40GB $1.10/hr.

RTX A6000 $0.80/hr.

A10 $0.60/hr.

Quadro RTX 6000 $0.50/hr.

More coming soon …

A100 80GB $2.70/hr.

A40 48GB $1.90/hr.

RTX 6000 32GB $1.50/hr.

A10 $0.90/hr.

A100 80GB $2.70/hr.

A40 48GB $1.90/hr.

RTX 6000 32GB $1.50/hr.

A10 $0.90/hr.

A100 80GB $2.70/hr.

A40 48GB $1.90/hr.

RTX 6000 32GB $1.50/hr.

A10 $0.90/hr.

*We update the exact pricing per provider at runtime. We do not charge a markup on the pricing of cloud providers.

Defaults that just work. Unweave chooses sane defaults that just work, while letting you tweak to your heart’s content.

Run from your terminal. A cross-platform CLI that fits your workflow whether locally or in a browser IDE.

It works just as well in CI/CD pipelines.

Manage from the Browser. The Unweave Dashboard gives you a convenient real-time view of your projects and sessions.

Zero setup remote GPUs. Who wants to configure cloud infra when you could be doing `model.fit()`?

Unweave sets up your cloud dev environment for you.

Work across cloud providers. GPUs are in short supply.

What if you could search across cloud providers for the best price and availability?

Sync code and data with Git (Coming soon). Automatically version your code, data, and artifacts with Git, with built-in CI/CD integrations.

Clone code and data seamlessly (Coming soon). Start ML experiments directly from your Git repo.

Unweave will automatically clone your code and data.

Built for flexibility. Develop with tools you’re already used to.

Unweave is built on top of plain old SSH and Git.

Your code editor. Write code in the IDE you’re already used to, whether on your local laptop or in a browser IDE.

Unweave CLI. Setup dev environments that integrate with your IDE straight from your terminal with the Unweave CLI.

Unweave Dashboard. If you prefer a more visual interface, everything you can do with the CLI, the Unweave Dashboard supports too.

Join the community. Follow the development on Github and join the community to help shape the product.

Join Discord Server.

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