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Allow user to pass additional options for model compilation to enable the use of reduce_sum #23

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@nehill197

Has the potential to get significant speed gains.
Need to allow smbr2 to recognize additional options for model compilation, as you have to be able to assign threads per chain.
@sebdalgarno tried this out with raw cmdstanr

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