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I am working on creating a dataset for fine tuning and i need ai. my pipeline is ready to use but from your experience what do u think is cheaper for the pipeline? get subscription on COLAB and install ai on it or get any ai API platforms?

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dpends largely on how many instances you might need to run, how large each instance can potentially be, but in my experience, its always safer to go ahead with a colab subscription because its slightly cheaper, better ui, and easier to navigate.