The Tamil National Alliance (TNA) said it staged the remembrance in the northern town of Vavuniya for those who died in the final battle which also killed Tamil Tiger leader Velupillai Prabhakaran and his entire top leadership.
"We had a meeting to commemorate all those who died in the conflict," TNA lawmaker Suresh Premachandran told AFP from Vavuniya, 260 kilometres north of Colombo.
The event came as Sri Lankan troops held a parades in the capital to mark the victory over Tamil Tiger rebels and an end to 37 years of ethnic bloodshed.
Witnesses said the TNA-led ceremony ended peacefully amid a heavy police presence in the area, a front-line town near the former war zone in the island's north.
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In the capital Colombo, President Mahinda Rajapakse viewed the military parade showcasing heavy weapons used against the Tigers who were known for their ferocious suicide bomb attacks.
"We will not allow a single inch of the land that you won by the sacrifice of your life to be taken away," Rajapakse said. "There will be no room for separation."
The military offensive which crushed the Tigers had triggered allegations of war crimes with rights groups saying that up to 40,000 civilians perished in the last months of fighting alone.