Cost Optimization

4 Techniques to Optimize Your LLM Prompts for Cost, Latency and Performance

of automating a big variety of tasks. Because the release of ChatGPT in 2022, we have now seen an increasing number of AI products available on the market utilizing LLMs. Nevertheless, there are...

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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