Estimate costs and running times of complex LLM workflows/experiments/pipelines in advance before spending money, via simulations.
Project description
costly
Estimate costs and running times of complex LLM workflows/experiments/pipelines in advance before spending money, via simulations. Just put @costly() on the load-bearing function; make sure all functions that call it pass **kwargs to it and call your complex function with simulate=True and some cost_log: Costlog object. See examples.ipynb for more details.
Installation
pip install costly
Usage
See examples.ipynb for a full walkthrough.
Testing
poetry run pytest -s
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