In what ways do Layer 2 solutions contribute to the reduction of gas fees on Ethereum?

How do Layer 2 solutions help in lowering gas fees on the Ethereum network? What mechanisms or technologies do these solutions employ to enhance transaction efficiency and scalability, ultimately leading to reduced costs for users? Additionally, what impact do they have on overall network congestion and performance?

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