
Unweave is an open-source platform for machine learning development environments, enabling users to SSH into GPU machines across various cloud providers. The platform simplifies the process of setting up ML environments, allowing users to get started in seconds by installing a CLI, linking a project, and connecting to a chosen GPU instance. Unweave also focuses on transparent cloud costs, converting complex provider pricing into a more understandable format and does not charge a markup. The platform offers sensible defaults that work out-of-the-box but can be customized. Key features include a cross-platform CLI, a browser-based Dashboard for real-time project and session views, zero-setup remote GPUs, and the ability to work across multiple cloud providers to find the best price and availability. Future features include Git synchronization for code and data. Unweave is built on SSH and Git, allowing developers to use their preferred code editors and IDEs.

Unweave is an open-source platform for machine learning development environments, enabling users to SSH into GPU machines across various cloud providers. The platform simplifies the process of setting up ML environments, allowing users to get started in seconds by installing a CLI, linking a project, and connecting to a chosen GPU instance. Unweave also focuses on transparent cloud costs, converting complex provider pricing into a more understandable format and does not charge a markup. The platform offers sensible defaults that work out-of-the-box but can be customized. Key features include a cross-platform CLI, a browser-based Dashboard for real-time project and session views, zero-setup remote GPUs, and the ability to work across multiple cloud providers to find the best price and availability. Future features include Git synchronization for code and data. Unweave is built on SSH and Git, allowing developers to use their preferred code editors and IDEs.
Product: Open-source SSH-based ML development environments with CLI and browser dashboard
Multi-cloud: Supports GPUs across multiple cloud providers (A100, H100, RTX, etc.)
Funding: Pre-Seed round closed May 5, 2023
Headcount: 1
Developer tooling for machine learning infrastructure and multi-cloud GPU access
2021
Machine learning developer tools
“Investors shown on public materials include DCF, Speedinvest, Pioneer, and Zero Prime Ventures”