UNITED STATES SECURITIES AND EXCHANGE COMMISSION

FORM 10-K/A

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PART I

PART IITEM 1 - BUSINESS

     Not Applicable.

               Not Applicable.

     Sequoia Residential Funding, Inc. (the “Depositor”) will furnish information regarding the Mortgaged Properties by reference to the Annual Compliance Certificates to be filed herein under Item 16.15.

ITEM 3 - LEGAL PROCEEDINGS

     The Depositor is not aware of any material pending legal proceedings involving either the Mortgage Pass-Through Certificates, the Sequoia Mortgage 1012 Trust (the “Trust); the TrustPooling and Servicing Agreement; the Trustee; the Depositor; the Seller; the Master Servicer or the ServicerServicers which relates to the Trust.

ITEM 4 - SUBMISSION OF MATTERS TO A VOTE OF SECURITY HOLDERS

     No matter has been submitted to a vote of the holders of beneficial interests in the Trust through the solicitation of proxies or otherwise.

PART II

     To the best knowledge of the Depositor, there is no established public trading market for the Certificates.

     The Certificates issued by the Trust are held by the Depository Trust Company (“DTC”) which in turn maintains records of holders of beneficial interests in the Certificates. Based on information obtained by the Trust from DTC, as of December 31, 2002,2003, there were fourteeneighteen (18) holders of the Class 1AA Certificates, ten holders of the Class 2A-1 Certificates, one (1) holder of the Class 2A-2 Certificate,X-1 Certificates, one holder of the Class X-1A Certificate, one holder of the X-1B Certificate, one(1) holder of the Class X-2 Certificate,Certificates, one (1) holder of the Class X-B Certificate, three holders of the Class B-1 Certificates, one (1) holder of the Class B-2 Certificate, and threeCertificates, one (1) holders of the Class B-3 Certificates.

ITEM 6 - SELECTED FINANCIAL DATA

     Not Applicable.

ITEM 7 - MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS

     Not Applicable.

ITEM 7A - QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

     Not Applicable.

ITEM 8 - FINANCIAL STATEMENTS AND SUPPLEMENTARY INFORMATION

     Not Applicable.

     There were no changes of accountants or disagreements on accounting or financial disclosures between the Depositor and its accountants.

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ITEM 9A - CONTROLS AND PROCEDURES

     Not Applicable.

PART III

ITEM 10 - DIRECTORS AND EXECUTIVE OFFICERS OF THE REGISTRANT

     Not Applicable.

ITEM 11 - EXECUTIVE COMPENSATION

     Not Applicable.

     The Depositor is a Delaware corporation and indirect wholly-owned subsidiary of Redwood Trust, Inc. The Trust is a grantor trust established under the Pooling and Servicing Agreement.

     The following table sets forth (i) the name and address of each entity owning more than 5% of the outstanding principal amount of each class of the Pass-Through Certificates; (ii) the principal amount of each class of the Pass-Through Certificates owned by each and (iii) the percent that the principal amount of each class of the Pass-Through Certificates owned by such entity represents of the outstanding principal amount of such class of Pass-Through Certificates. The information set forth in the table for the Certificates is based upon information obtained by the Trust from DTC and represents ownership of beneficial interest in the Certificates held by DTC. The Depositor is not aware of any Schedules 13D or 13G filed with the Securities and Exchange Commission in respect of the Certificates.

Class 1A

Class 2A-1

4

Class 2A-2

Class X-1A

Class X-1B

Class X-2

Class X-B

5

Class B-1

Class B-2

Class B-3

               None.

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     (b) Reports on Form 8-K field during the last quarter of the period covered by this report.

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** The document is not due to be delivered until April 15, 2003.2004. Such document will be filed with the Securities and Exchange Commission by amendment upon receipt by the Registrant.

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SIGNATURES

     Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the Depositor has duly caused this Report to be signed on its behalf by the undersigned, thereunto duly authorized.

Date: March 31, 2003.30, 2004.

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CERTIFICATION

     I, Harold F. Zagunis, Chief Financial Officer, Treasurer and Secretary of Sequoia Residential Funding, Inc., a Delaware corporation, hereby certify that:

     1. I have reviewed this annual report on Form 10-K, and all reports on Form 8-K containing distribution or servicing reports filed in respect of the Certificates for periods included in the year covered by this annual report, of Sequoia Residential Funding, Inc.;

     2. Based on my knowledge, the information in these reports, taken as a whole, does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the statements made, in light of the circumstances under which such statements were made, not misleading as of the last day of the period covered by this annual report;

     3. Based on my knowledge, the distribution or servicing information required to be provided to the trustee by the servicer under the trustpooling and servicing agreement, for inclusion in these reports is included in these reports;

     4. Based on my knowledge and upon the annual compliance statement included in the report and required to be delivered to the trustee in accordance with the terms of the trustpooling and servicing agreement, and except as disclosed in the reports, the servicer has fulfilled its obligations under the servicing agreement; and

     5. The reports disclose all significant deficiencies relating to the servicer’s compliance with the minimum servicing standards based upon the report provided by an independent public accountant, after conducting a review in compliance with the Uniform Attestation Program for Mortgage Bankers or similar procedure, as set forth in the trustpooling and servicing agreement, that is included in these reports.

     In giving the certifications above, I have reasonably relied on information provided to me by the following unaffiliated parties: CendantMorgan Stanley Dean Witter Credit Corporation, as Servicer, and GreenPoint Mortgage Corporation,Funding, Inc., as Servicer.

Date: March 31, 2003

/s/ Harold F. Zagunis

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SUPPLEMENTAL INFORMATION TO BE FURNISHED WITH REPORTS FILED PURSUANT TO SECTION 15(d) OF THE ACT BY REGISTRANTS WHICH HAVE NOT REGISTERED SECURITIES PURSUANT TO SECTION 12 OF THE ACT.

No annual report, proxy statement, proxy materials or otherwise were sent to Certificateholders.

INDEX TO EXHIBITS

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