Continuity mistake: The first time Deuce goes to the pet store after being fired from the aquarium, he asks for sea snails from the bottom. She is wearing a white T-shirt with black jeans, clearly seen before, and during the act of sea snailing. The third time, at the end, she is clearly wearing a polka-dotted skirt. Fair enough, yet when they show her dipping in the aquarium again, you see that it is the same shot as before - she has her black pants on again.
Continuity mistake: When Clair knocks Deuce into the blinds, the middle blind comes down as soon as he hits it. In a few shots of Deuce trying to get up, you can see the blind is now back up. In other shots the blind is gone. This couldn't have been a different blind as there were only 3 different blinds and when Deuce is trying to get up, you can see the two left blinds.
Continuity mistake: In the scene where Deuce is playing the German Tourist for the woman with the crazy dog, the woman is lying on her side on the bed. Shots from the front show her resting her elbow on her knee, but from behind, her elbow is down farther on her thigh, not her knee. You can see this happen a few times.
Continuity mistake: After Antoine jumps off the hanging, upside down thing, he has metal straps on his feet to keep him suspended in air. He jumps off and walks to the toilet with the straps still on. When he comes out, he is wearing a coat and the straps are missing, if all that time he was urinating, how could he put on the shirt and take of the straps?