Studios are a great google colab alternative with:

- persistent storage (setup env and data persists across restarts)

- free ssh and connect your local IDE

- CPU setup, GPU run (do setup work on CPUs and switch to run on a GPU when ready)

- no credit card

- pay-as-you-go if you need more GPU hours

- A100s, H100s, and more GPUs available