Since ChatGPT set off the GenAI Gold Rush, model developers have been in a race to build bigger and more expensive models that could handle an ever-wider range of tasks. That necessitated bigger clusters loaded with more GPUs training on more data. Size definitely mattered, both in the size of your bank account, your GPUs, and your cluster.
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