Moonglow connects local Jupyter notebooks to remote GPUs, letting ML researchers scale up experiments instantly. No more spinning up instances and dealing with SSH / env configs: with Moonglow, you can move your notebook from a CPU to H100 in under a minute.
Hey everyone, I'm Trevor, and together with @leilaclark, we are the founders of Moonglow!
Moonglow makes it easy to move your machine learning experiments from local Jupyter notebooks to cloud GPUs.
I used to do ML research at Stanford, while Leila was a software engineer at Jane Street. A problem we've both experienced is how annoying it is to transition from trying things in a Jupyter notebook on your computer to running large scale experiments in a remote GPU.
Right now, the workflow involves picking the right configs on your cloud provider, spinning up a remote GPU, ssh-hing into the machine, setting up the dev environment and pulling your code from Github. All of this is before you've run a single cell in your notebook. If you want to share your work or come back to it later, either you need to keep your GPU running (expensive) or go through this entire process again (slow).
We're building Moonglow for ML researchers and engineers, so that this entire workflow takes one click. Just change switch runtimes and we'll handle all of the DevOps under the hood.
We currently support connecting VSCode / Cursor to Runpod GPUs, with more platforms coming soon. We'd love for you to try it out at moonglow.ai, and we can't wait to hear what you think!
About Moonglow on Product Hunt
“Run local Jupyter notebooks on cloud GPUs”
Moonglow launched on Product Hunt on August 3rd, 2024 and earned 79 upvotes and 11 comments, placing #12 on the daily leaderboard. Moonglow connects local Jupyter notebooks to remote GPUs, letting ML researchers scale up experiments instantly. No more spinning up instances and dealing with SSH / env configs: with Moonglow, you can move your notebook from a CPU to H100 in under a minute.
On the analytics side, Moonglow competes within Productivity, Developer Tools and Artificial Intelligence — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how Moonglow performed against the three products that launched closest to it on the same day.
For a complete overview of Moonglow including community comment highlights and product details, visit the product overview.
