Depends. Text editors like UltraEdit have specific architecture to deal with large files like that. A simple program like Notepad can choke on it.
Likewise an Excel spreadsheet with 100,000 rows can have your modern CPU and 8+GB RAM quite occupied, often with calculations not being instant anymore.
@erica is everything really kept in memory or do you write to local storage?