Eric Adams has officially ended his bid to win reelection in New York City ... citing the media circus, the lingering stink of the federal criminal case levied against him and a finance committee's decision not to release funds to his campaign.

The mayor of NYC released a video announcing he's withdrawing from the race ... thanking everyone for their support and hoping they know he loves New York. Getty

He touts his accomplishments in the clip ... adding he believes policies put in place during his tenure will lead to more growth for the Big Apple in the coming years.

However, despite all his successes as mayor, Adams says the "unfortunate events surrounding his federal case" -- for which he claims he was "wrongfully charged because he fought for [New York City]" -- have tainted hi

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