Cost Optimization

Selecting the Best Model Size and Dataset Size under a Fixed Budget for LLMs

Introduction language models (LLMs), we're perpetually constrained by budgets. Such a constraint results in a fundamental trade-off:Imagine that for those who fix a compute budget, increasing the model size signifies that you need to...

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