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I recompiled the executables on a system which runs FC5 x86_64 and it was able to handle an in-memory size of 6.4 GB without a problem. I don't know if the 32-bit limit is surmountable within CRF++ or not, or if it would require massive changes to the library. However, the problem *is* confirmed to be an issue on 32-bit systems.