It said the deal fell through after a top rebel commander, Zahran Alloush, was killed in an air strike on Friday.
Hezbollah says presence in Syria greater than ever before
The convoy carrying the fighters had been due to pass through territory he controlled en route to their ultimate destination of Raqqa, the de facto capital of Islamic State in northern Syria.
The TV report said coaches that had arrived on Friday to pick up the fighters and at least 1,500 family members had turned back.
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