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Troubleshooting#

401: no API key#

Run runcompute login, or set RUNCOMPUTE_API_KEY. Check with runcompute whoami.

422: no compute matches these constraints#

No machine meets min_vram, gpu, max_price_hr and allow_spot together. Run runcompute quote with fewer constraints to see what exists.

Job ends as failed with "No compute fits the remaining budget"#

After a preemption, every remaining machine's estimate was higher than the budget left. Submit again with a higher budget, or a shorter checkpoint_every so less work is redone.

Job ends as stopped#

Spend reached the budget. Checkpoints are kept. Submit again with a higher budget; if your code resumes from /outputs/checkpoints, it continues where it stopped.

Progress restarts from zero after a preemption#

Your code is not loading checkpoints at start. See training and fine-tuning.

runcompute run says job files need Python 3.11+#

Use Python 3.11 or newer, or call Client.run() from Python 3.10.