The image data generated an overflow during processing exception - While saving multi-paged tiff of 2.5 GB (7000 pages)

I have tiff file with 7000 pages, each image is 300 x 309 pixels. The entire tiff file is 2.5GB. I was able to read all the images and display in my WPF app. But when I try to create a new tiff file which is a subset of images it says 'The image data generated an overflow during processing'.

This only happens after page 5789 for some reason. If I were to write all the pages from 1 to 5788 it works. But If I were to start from 5789 it just throws this exception.

I tried checking the display settings from this answer. But it is default everywhere for me.

My code to read and write the tiff files (.Net framework 4.7.1):

Stream imageStreamSource = new FileStream(tiffFile, FileMode.Open, FileAccess.Read, FileShare.Read);
TiffBitmapDecoder decoder = new TiffBitmapDecoder(imageStreamSource, BitmapCreateOptions.None, BitmapCacheOption.Default);
var images = decoder.Frames.Cast<BitmapSource>().ToList().GetRange(5000, 1000);

using (var fs = new FileStream(saveTiffFile, FileMode.Create))
{
    BitmapEncoder encoder = new TiffBitmapEncoder();
    for (int i = 0; i < images.Count; i++)
    {
        encoder.Frames.Add(BitmapFrame.Create(images[i]));
    }
    encoder.Save(fs);
}