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One thing you can try is to get some battery terminal cleaner and soak the terminals where they are connected to the battery, a small wire brush may help to clean them up. Make sure to use eye protection ans rubber gloves if you have any. Normally you can back the nut off and careful pry the clamp apart while working the cable back and forth. I would first try to clean them up.
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