Choose the large PDF, set the maximum size of each part in MB and click "Start Splitting". Splitting runs locally in your browser — the file is never uploaded.
The resulting parts are listed one by one and can be downloaded separately; reset to process another file.
Because everything runs on your machine, very large files can be slow and may even freeze the browser; in that case, use a more powerful computer.