Lifting weights can help decrease inflammation in the body by increasing the body's anti-inflammatory response. However, it is important to note that over-training and not allowing enough time for recovery between workouts can lead to increased inflammation. Adequate rest, proper hydration and an increase in protein can help reduce inflammation after and between workouts.