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Fine-tuning on rented GPUs: how to lose a host without losing your steps

GPU marketplaces like Vast.ai are a cheap way to fine-tune open models, as long as the data is not confidential: the host can see the machine while your job runs. The harder problem is that training scripts assume the hardware under them stays alive. When a host disappears, two things break: Checkp…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-11-11 13:53 · DEV Community — Machine Learning
    Fine-tuning on rented GPUs: how to lose a host without losing your steps

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