The KBW Bank Index fell 2.08% Thursday, as investors took gains from earlier rallies.

"There was a little bit of a pullback, and volume was pretty light," making trading choppy in many bank stocks, said Matthew Shields, a bank stock trader at Fig Partners LLC.

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