Miliband was a non executive director at the club after taking up the role in 2011.
But he has quit now because of the political views of new manager Paolo di Canio, who has in the past called himself a fascist.
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Chelsea have struggled to build momentum in the opening stages of the campaign and are currently looking over their shoulders at the relegation zone.
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