Regarding the Tax Exemption

I am an Indian citizen staying in the US as a J1 visa holder since August-2024. I filed my taxes in January for the yrar 2024. If I wish to invoke tax exemption under the US-India treaty, can I do it for my second year. And will the federal taxes paid for tax year 2025 can be refunded ?