Only if your data has perfect separation. Usually this happens when you accidentally include a variable that's observed with the outcome, sometimes after the fact.
I wouldn't trust the model and would be verifying it thoroughly.
PS I'm going to move this to the stats forums as it relates more to statistics.
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