I discovered TOML a couple of years ago when I started playing with Hugo, as it was Hugo's format of choice for configuration files.
I honestly find TOML harder to read and more complicated to use than YAML. I tried to look into it but frankly I still haven't found a use case where it made more sense to use TOML.