Spot the difference in ML costs

1

Hugging Face

For the rest of the ML community, there is now an increasing reliance on their secret weapon: Transfer learning. Just recently, the excellent HuggingFace library announced a simple method to fine-tune large-scale parameter models on a single cloud GPU. This gives hope to ML practitioners that even if they are unable to train models from scratch, utilizing the immense power of modern-day machine learning models is still within reach.

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2

ZenML

If you're looking for a head start for spot instance training, check out ZenML, an open-source MLOps framework for reproducible machine learning. Running spot pipeline in ZenML, is as easy as :.

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