Hi,
The gifting of money does not attract Income Tax or Capital Gains Tax.
However, if your father is a resident of the UK, when he dies, that cash gift, if more than £3000, could be added to his estate for Inheritance Ttax purposes, if gifted within 7 years of his death. You can see guidance on Inheritance Tax here:
Inheritance Tax
Thank you.