Filed Pursuant to Rule 424(b)(3)
                                           Registration Statement No. 333-112367

 PRICING SUPPLEMENT TO THE PROSPECTUS SUPPLEMENT NO. 371 DATED FEBRUARY 6, 2004
                                   -- NO. 397

(GOLDMAN SACHS LOGO)

                          THE GOLDMAN SACHS GROUP, INC.
                           Medium-Term Notes, Series B

                                   ----------

                                 $12,178,568.16
               6.5% Mandatory Exchangeable Notes due November 2004
          (Exchangeable for Common Stock of Cooper Cameron Corporation)

                                   ----------

     This pricing supplement and the accompanying prospectus supplement no. 371,
relating to the mandatory exchangeable notes, should be read together. Because
the mandatory exchangeable notes are part of a series of our debt securities
called Medium-Term Notes, Series B, this pricing supplement and the accompanying
prospectus supplement no. 371 should also be read with the accompanying
prospectus dated February 6, 2004, as supplemented by the accompanying
prospectus supplement dated February 6, 2004. Terms used here have the meanings
given them in the accompanying prospectus supplement no. 371, unless the context
requires otherwise.

     The mandatory exchangeable notes offered by this pricing supplement, which
we call the "offered notes" or the "notes", have the terms described in the
accompanying prospectus supplement no. 371, as supplemented or modified by the
following:

ISSUER: The Goldman Sachs Group, Inc.

FACE AMOUNT: each offered note will have a face amount equal to $48.7728, which
is the initial index stock price; the aggregate face amount for all the offered
notes is $12,178,568.16

ORIGINAL ISSUE PRICE: 100% of the face amount

NET PROCEEDS TO THE ISSUER: 99.95% of the face amount

TRADE DATE: May 5, 2004

SETTLEMENT DATE (ORIGINAL ISSUE DATE): May 12, 2004

STATED MATURITY DATE: November 12, 2004, unless extended for up to six business
days

INTEREST RATE (COUPON): 6.5% per year

INTEREST PAYMENT DATES: June 12, July 12, August 12, September 12, October 12
and November 12, beginning on June 12, 2004

REGULAR RECORD DATES: for the interest payment dates specified above June 7,
July 2, August 5, September 3, October 4 and November 4, 2004 respectively

INDEX STOCK AND INDEX STOCK ISSUER: common stock of Cooper Cameron Corporation

CUSIP NO.: 38143U416

     Your investment in the notes involves certain risks. We encourage you to
read "Additional Risk Factors Specific to Your Note" beginning on page S-3 of
the accompanying prospectus supplement no. 371 so that you may better understand
those risks. The offered notes are not principal-protected and the payment
amount is capped.

                                   ----------

     NEITHER THE SECURITIES AND EXCHANGE COMMISSION NOR ANY OTHER REGULATORY
BODY HAS APPROVED OR DISAPPROVED OF THESE SECURITIES OR PASSED UPON THE ACCURACY
OR ADEQUACY OF THIS PRICING SUPPLEMENT. ANY REPRESENTATION TO THE CONTRARY IS A
CRIMINAL OFFENSE.

                                   ----------

     Goldman Sachs may use this pricing supplement in the initial sale of the
offered notes. In addition, Goldman, Sachs & Co. or any other affiliate of
Goldman Sachs may use this pricing supplement in a market-making transaction in
an offered note after its initial sale. UNLESS GOLDMAN SACHS OR ITS AGENT
INFORMS THE PURCHASER OTHERWISE IN THE CONFIRMATION OF SALE, THIS PRICING
SUPPLEMENT IS BEING USED IN A MARKET-MAKING TRANSACTION.

                              GOLDMAN, SACHS & CO.

                                   ----------

                      PRICING SUPPLEMENT DATED MAY 5, 2004.

PRINCIPAL AMOUNT:                  On the stated maturity date, each offered
                                   note will be exchanged for index stock at the
                                   exchange rate or, at the option of Goldman
                                   Sachs, for the cash value of that stock based
                                   on the final index stock price.

EXCHANGE RATE:                     If the final index stock price equals or
                                   exceeds the threshold appreciation price,
                                   then the exchange rate will equal the
                                   threshold fraction times one share of index
                                   stock for each $48.7728 of the outstanding
                                   face amount. Otherwise, the exchange rate
                                   will equal one share of the index stock for
                                   each $48.7728 of the outstanding face amount.
                                   The exchange rate is subject to anti-dilution
                                   adjustment as described in the accompanying
                                   prospectus supplement no. 371.

                                   Please note that the amount you receive for
                                   each $48.7728 of outstanding face amount on
                                   the stated maturity date will not exceed the
                                   threshold appreciation price and that it
                                   could be substantially less than $48.7728.
                                   You could lose your entire investment in the
                                   offered notes.

INITIAL INDEX STOCK PRICE:         $48.7728 per share.

FINAL INDEX STOCK PRICE:           The closing price of one share of the index
                                   stock on the determination date, subject to
                                   anti-dilution adjustment.

THRESHOLD APPRECIATION PRICE:      The initial index stock price times 1.10,
                                   which equals $53.65 per share.

THRESHOLD FRACTION:                The threshold appreciation price divided by
                                   the final index stock price.

NO LISTING:                        The offered notes will not be listed on any
                                   securities exchange or interdealer market
                                   quotation system.

COOPER CAMERON CORPORATION:        According to its publicly available
                                   documents, Cooper Cameron Corporation
                                   designs, manufactures, markets and services
                                   equipment used by the oil and gas industry
                                   and industrial manufacturing companies.
                                   Information filed with the SEC by the index
                                   stock issuer under the Exchange Act can be
                                   located by referencing its SEC file number:
                                   001-13884.

HISTORICAL TRADING PRICE           The index stock is traded on the New York
INFORMATION:                       Stock Exchange under the symbol "CAM". The
                                   following table shows the quarterly high and
                                   low trading prices and the quarterly closing
                                   prices for the index stock on the New York
                                   Stock Exchange for the four calendar quarters
                                   in each of 2002 and 2003 and for the two
                                   calendar quarters in 2004, through May 5,
                                   2004. We obtained the trading price
                                   information shown below from Bloomberg
                                   Financial Services, without independent
                                   verification.


                                      S-2



                                                                      HIGH       LOW       CLOSE
                                                                      ----       ---       -----
                                                                                  
                                  2002
                                   Quarter ended March 31  ....      52.98      36.4       51.11
                                   Quarter ended June 30 ......      59.6       47.99      48.42
                                   Quarter ended September 30 .      50.86      35.94      41.76
                                   Quarter ended December 31 ..      53.31      38.56      49.82
                                  2003
                                   Quarter ended March 31  ....      54.55      44         49.51
                                   Quarter ended June 30 ......      55.6       44.8       50.38
                                   Quarter ended September 30 .      51.5       45         46.21
                                   Quarter ended December 31 ..      48.66      41.3       46.6
                                  2004
                                   Quarter ended March 31 .....      49.49      40.34      44.05
                                   Quarter ending June 30
                                      (through May 5, 2004) ...      50.78      42.93      48.96
                                   Closing price on May 5, 2004                            48.96


                                   As indicated above, the market price of the
                                   index stock has been highly volatile during
                                   recent periods. It is impossible to predict
                                   whether the price of the index stock will
                                   rise or fall, and you should not view the
                                   historical prices of the index stock as an
                                   indication of future performance. See
                                   "Additional Risk Factors Specific to Your
                                   Note -- The Market Price of Your Note May Be
                                   Influenced by Many Unpredictable Factors" in
                                   the accompanying prospectus supplement no.
                                   371.


                                      S-3

HYPOTHETICAL PAYMENT AMOUNT:       The table below shows the hypothetical
                                   payment amounts that we would deliver on the
                                   stated maturity date in exchange for each
                                   $48.7728 of the outstanding face amount of
                                   your note, if the final index stock price
                                   were any of the hypothetical prices shown in
                                   the left column.  For this purpose, we have
                                   assumed that there will be no anti-dilution
                                   adjustments to the exchange rate and no
                                   market disruption events.

                                   The prices in the left column represent
                                   hypothetical closing prices for one share of
                                   index stock on the determination date and are
                                   expressed as percentages of the initial index
                                   stock price, which equals $48.7728 per share.
                                   The amounts in the right column represent the
                                   hypothetical cash value of the index stock to
                                   be exchanged, based on the corresponding
                                   hypothetical final index stock prices, and
                                   are also expressed as percentages of the
                                   initial index stock price. Thus, a
                                   hypothetical payment amount of 100% means
                                   that the cash value of the index stock that
                                   we would deliver in exchange for each
                                   $48.7728 of the outstanding face amount of
                                   your note on the stated maturity date would
                                   equal 100% of the initial index stock price,
                                   or $48.7728, based on the corresponding
                                   hypothetical final index stock price and the
                                   assumptions noted above.



                                       HYPOTHETICAL FINAL INDEX       HYPOTHETICAL PAYMENT
                                         STOCK PRICE AS % OF             AMOUNTS AS % OF
                                      INITIAL INDEX STOCK PRICE     INITIAL INDEX STOCK PRICE
                                      -------------------------     -------------------------
                                                                 
                                                 175%                          110%
                                                 150%                          110%
                                                 125%                          110%
                                                 110%                          110%
                                                 105%                          105%
                                                 100%                          100%
                                                  75%                           75%
                                                  50%                           50%
                                                   0%                            0%


                                      S-4

                                   The payment amounts shown above are entirely
                                   hypothetical; they are based on market prices
                                   for the index stock that may not be achieved
                                   on the determination date and on assumptions
                                   that may prove to be erroneous. The actual
                                   market value of your note on the stated
                                   maturity date or at any other time, including
                                   any time you may wish to sell your note, may
                                   bear little relation to the hypothetical
                                   payment amounts shown above, and those
                                   amounts should not be viewed as an indication
                                   of the financial return on an investment in
                                   the offered notes or on an investment in the
                                   index stock. Please read "Additional Risk
                                   Factors Specific to Your Note" and
                                   "Hypothetical Payment Amounts on Your Note"
                                   in the accompanying prospectus supplement no.
                                   371.

                                   Payments on your note may be economically
                                   equivalent to the amounts that would be paid
                                   on a combination of other instruments. For
                                   example, payments on your note may be
                                   economically equivalent to the amounts that
                                   would be paid on a combination of an interest
                                   bearing bond bought, and an option sold, by
                                   the holder (with an implicit option premium
                                   paid over time to the holder). The discussion
                                   in this paragraph does not modify or affect
                                   the terms of the offered notes or the United
                                   States income tax treatment of the offered
                                   notes as described under "Supplemental
                                   Discussion of Federal Income Tax
                                   Consequences" in the accompanying prospectus
                                   supplement no. 371.

HEDGING:                           In anticipation of the sale of the offered
                                   notes, we and/or our affiliates have entered
                                   into hedging transactions involving purchases
                                   of the index stock on the trade date.  For a
                                   description of how our hedging and other
                                   trading activities may affect the value of
                                   your note, see "Additional Risk Factors
                                   Specific to Your Note -- Our Business
                                   Activities May Create Conflicts of Interest
                                   Between You and Us" and "Use of Proceeds and
                                   Hedging" in the accompanying prospectus
                                   supplement no. 371.



                                      S-5