He participated during the Second World War from 1942 to 1944 as member of the National Liberation Movement (LANC).
Toska had already become Deputy Prime Minister in the government of Mehmet Shehu on 18 March 1966.
[6] As such, he was head of the Albanian government delegation at the ceremony the 20th anniversary of establishment the People's Republic of China.
He exchanged his former office (as Deputy PM) with Xhafer Spahiu, which would focus more on the industrial issues.
[8] Subsequently, Toska was elected on 13 November 1976 as a successor to Lefter Goga as Minister of Finance of the cabinet of Mehmet Shehu, position he held until 14 January 1982.