nutpie
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Can you post the Stan benchmarks you used?
From the benchmarks I did, it seems to be the fastest CPU based sampler I could find, outperforming cmdstan and numpyro.
jw if you could post the scripts you used for benchmarking
The code I used is here: https://github.com/aseyboldt/covadapt-paper/blob/main/notebooks/model-zoo.ipynb And in the same repo there is also a notebook with a couple of plots for the results.