home/categories/cicd/marin-community-marin-agents-skills-dev-tpu-ray-skill-md
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dev-tpu-ray

Use the legacy `scripts/ray/dev_tpu.py` workflow to allocate a temporary Ray-backed TPU VM for fast debugging, testing, and benchmark iteration. Use only when you specifically need the Ray-backed dev TPU path.

marin-community
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marin-community
Updated 3/25/2026
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quick start

Installation and usage

Use the legacy `scripts/ray/dev_tpu.py` workflow to allocate a temporary Ray-backed TPU VM for fast debugging, testing, and benchmark iteration. Use only when you specifically need the Ray-backed dev TPU path.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use dev-tpu-ray