Please note that the GNU MCU Eclipse ARM Embedded GCC was rebranded as The xPack GNU Arm Embedded GCC and was migrated to the xPack project:
https://xpack.github.io/arm-none-eabi-gcc/
Since you downloaded the binaries there were a few more releases, see:
https://github.com/xpack-dev-tools/arm-none-eabi-gcc-xpack/releases