NOTE PURCHASE AGREEMENT among CAPITALSOURCE FUNDING II TRUST, as Issuer CS FUNDING II DEPOSITOR LLC, as Depositor CAPITALSOURCE FINANCE LLC as Loan Originator and CITIGROUP GLOBAL MARKETS REALTY CORP. as Purchaser Dated as of September 17, 2003...