Save model with saveRDS but the rds file is too large to open

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I saved my models in R using the saveRDS() function, which usually took half a day and it is a large file. When I tried to load the rds back to R, it gave an error: cannot allocate vector of size 8.0 gb. My computer has 64 G RAM.

Is there a way to fix this?

Thank you.

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