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.gitattributes

@@ -42,3 +42,13 @@ images/llama.png filter=lfs diff=lfs merge=lfs -text
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 images/santos.png filter=lfs diff=lfs merge=lfs -text
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+notebooks/images/ccdc.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/hf.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/jupyter-desktop-blank.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/jupyter-desktop-install.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/jupyter-desktop-repo.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/jupyter-desktop-splash.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/llama.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/llm.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/santos.png filter=lfs diff=lfs merge=lfs -text
+notebooks/images/tokens.png filter=lfs diff=lfs merge=lfs -text

notebooks/gradio-app/requirements.txt

@@ -0,0 +1,6 @@
+gradio
+huggingface_hub
+pandas
+scikit-learn
+retry
+rich

notebooks/gradio-app/sample.csv

@@ -0,0 +1,251 @@
+payee,category
+33RD STREET BISTRO,Restaurant
+34 MEXICAN CUISINE,Restaurant
+888 SEAFOOD RESTAURANT,Restaurant
+A1 EXECUTIVE TRANSPORTATION,Other
+AKASHA RESTAURANT,Restaurant
+ALAN LOWENTHAL FOR ASSEMBLY C/O PADILLA & ASSOCIATES,Other
+ALBERGO HILTON ROME AIRPO FIUMICINO,Hotel
+ALEXANDER FLORIST LLC,Other
+ALLIANCE GRAPHICS,Other
+AMETRON AMERICAN CONSUMER ELECTRONICS,Other
+ANGELE RESTAURANT & BAR,Restaurant
+APPLE ITUNES STORE,Other
+APPLE STORE FARMERS MARKET,Other
+ARAMARK,Other
+ASHLEY CATERING,Other
+"AST SPORTSWEAR, INC.",Other
+AUDIBLE,Other
+"AWARDS BY KAY, INC.",Other
+BACO MERCAT,Restaurant
+BALLY'S HOTEL,Hotel
+"BEACON PRESS, INC.",Other
+BEN TARZYNSKI FOR GARDENA CITY COUNCIL 2020,Other
+BEST BEVERAGE CATERING,Other
+BEST WESTERN - JOHN MUIR INN,Hotel
+BLACK & WHITE TRANSPORT,Other
+BONAVENTURE BREWING COMPANY,Bar
+BREAKFAST REPUBLIC,Restaurant
+BREWER CANTELMO CO.,Other
+BRODARD RESTAURANT,Restaurant
+BROOKSTONE LOS ANGELES,Other
+BROTHERS RESTAURANT & DELI,Restaurant
+BROWN PALACE HOTEL,Hotel
+BURGER CONTINENTAL,Restaurant
+CA ALLIANCE FOR PRIDE & EQUALITY,Other
+CA WOMEN LEAD,Other
+CABLETIME TV,Other
+CALIFORNIA PRINTERS,Other
+CALIFORNIANS FOR INFORMED VOTING,Other
+CARDMEMBER SERVICE,Other
+CHASE CARD SERVICES,Other
+CHUI KING CHINESE RESTAURANT,Restaurant
+CITY CRAB AND SEAFOOD,Restaurant
+CITY OF LOS ANGELES CONVENTION CENTER,Other
+CLAUDINE KITCHEN AND BAKESHOP,Restaurant
+CLOSE UP FOUNDATION,Other
+CLUBHOUSE - PELICAN GOLF CLUB,Other
+COLLINS FISH MARKET,Restaurant
+COMFORT INN & SUITES JOHN WAYNE AIRPORT,Hotel
+COMMITTEE TO PROTECT OUR HEALTH INSURANCE,Other
+COMMITTEE TO RE-ELECT GLORIA NEGRETE MCLEOD 2004,Other
+COMMITTEE TO RE-ELECT LORETTA SANCHEZ FEC#C00326264,Other
+CONFERENCE CALLS UNLIMITED,Other
+CONTINENTAL COLORCRAFT,Other
+CROWN COFFEE,Restaurant
+DAN DOW FOR DISTRICT ATTORNEY 2018,Other
+DARIO FROMMER FOR STATE ASSEMBLY,Other
+DAVE BUNGE'S GRIP SERVICES,Other
+DEMOCRATS FOR ISRAEL LOS ANGELES STATE,Other
+DEWEY SQUARE GROUP,Other
+DISTRICT HOLDINGS,Other
+DORIAN B. GARCIA,Other
+DOWNTOWN MAIL SERVICE,Other
+EASYDNS TECHNOLOGIES,Other
+EDWARDS OFFICE SYSTEMS,Other
+EL POLLO INKA,Other
+ELLA DINNING ROOM,Other
+"ELLISTON VINEYARDS, INC.",Other
+EMPLOYMENT DEVELOPMENT DEPT.,Other
+EVERLANE,Other
+"FACEBOOK, INC.",Other
+FAIRMONT BATTERY WHARF,Other
+FALLAS Y PAREDES,Other
+FIRST IMPRESSION SCREEN PRINTING,Other
+FRANCISCO FRAGOSO DBA JOHNNY'S RIB SHACK,Restaurant
+FTD FLOWER EMPORIUM OF REDONDO BEACH,Other
+GAMJA-GOL RESTAURANT,Restaurant
+"GRUBHUB, INC.",Restaurant
+HENRY LO FOR MONTEREY PARK CITY COUNCIL 2020,Other
+HEWLETT-PACKARD,Other
+HIGHLAND INN PARK HYATT,Hotel
+HILTON HOTELS COSTA MESA,Hotel
+HILTON LA JOLLA TORREY PINES,Hotel
+HILTON VELA RESTAURANT,Restaurant
+HILTON-SAN JOSE,Hotel
+HOLIDAY INN @ JFK,Hotel
+HOLIDAY INN SACRAMENTO DOWNTOWN-ARENA,Hotel
+HOTEL BEL-AIR,Hotel
+HOTEL CARTER,Hotel
+HOUSTON RESTAURANT,Restaurant
+HPO EMBROIDERY,Other
+HYATT HOTEL -  GREATER NY,Hotel
+HYATT HOTEL LAKE TAINCANE,Hotel
+HYATT REGENCY SACRAMENTO,Hotel
+IIT TRAVEL,Other
+INTIRAYMI RESTAURANT,Restaurant
+INVITATIONBOX,Other
+IRON HORSE TAVERN,Bar
+ISTOCK PHOTOS,Other
+IVANHOE RESTAURANT,Restaurant
+J & S KEYPUNCH SERVICE,Other
+JACK SCOTT FOR STATE SENATE ATTN: JOHN FUHRMAN,Other
+JACKSON LAKE LODGE,Hotel
+JAIX FRENCH RESTAURANT,Restaurant
+JALISCO GRILL,Restaurant
+JASON R. AULA,Other
+JEWISH WORLD WATCH,Other
+JOSE OROZCO,Other
+JUMBO SEAFOOD RESTAURANT,Restaurant
+KBLA,Other
+KCBA,Other
+KCBA TV,Other
+KCBS-AM,Other
+KEELER ADVERTISING,Other
+KEPLER'S BOOKS,Other
+KFIA,Other
+KICU SUBVENDOR OF MORRIS & CARRICK INC.,Other
+KINGSTON CUISINE,Restaurant
+KMGV FM,Other
+KMPH,Other
+KRED,Other
+KSUV SUBVENDOR OF A. GUTIERREZ & ASSOC. INC.,Other
+KWRU AM 101.9,Other
+KXDZ FM,Other
+LAGUNA BEACH DEMOCRATIC CLUB,Other
+LAKELAND  VILLAGE,Other
+"LONG BEACH FOR BETTER HEALTHCARE, SPONSORED BY SERVICE EMPLOYEES INTERNATIONAL UNION - UNITED HEALTHCARE WORKERS WEST",Other
+LOS COMPADRES,Restaurant
+LOS PONCHOS,Restaurant
+LUCCHESE,Other
+LUCILLE'S,Restaurant
+"M.J. ROSS GROUP, INC.",Other
+MAH & ASSOCIATES,Other
+MARCO,Other
+MARRIOTT MONTEREY BAY,Hotel
+MASSIS KABOB,Restaurant
+MAYAHUEL,Restaurant
+MCCORMICK & SCHMICK?S SEAFOOD & STEAKS,Restaurant
+MELISSA R. DE LA O,Other
+MERCATO,Other
+MICHAEL CHEN FOR DEMOCRATIC COUNTY CENTRAL COMMITTEE 2020,Other
+MICHAEL EMERY PHOTOGRAPHY,Other
+MICHAEL P. WADE,Other
+MIDTOWN FRAMING,Other
+MIGUEL ANGEL MIJANGOS,Other
+MIKUNI JAPANESE RESTAURANT AND SUSHI BAR,Restaurant
+MILDRED MENA,Other
+MILNER BUTCHER MEDIA GROUP LLC,Other
+MOBY DICK RESTAURANT,Restaurant
+MOORLACH FOR SENATE 2016,Other
+"MUNDAY & COLLINS, INC.",Other
+NATASHA C. SMITH,Other
+NATHAN L. JOHNSON,Other
+NIXTACO,Restaurant
+NO ON PROP 16 2010,Other
+NOBU LOS ANGELES,Restaurant
+NORTHERN CALIFORNIA WINE COUNTRY,Other
+OCLC,Other
+ODALIS SUAREZ FOR GLENDALE SCHOOL BOARD,Other
+ORGANIZING 2.0,Other
+ORIGINAL JOE'S,Restaurant
+OVER 50 VOTER GUIDE,Other
+PALA BAND OF MISSION INDIANS,Other
+PALISADES MEDIA GROUP INC,Other
+PARKING NETWORK,Other
+PBC GIFT CERTIFICATE,Other
+PINDA COVALIR,Other
+PITNEY BOWES CREDIT CORPORATION,Other
+PIZZA HUT,Restaurant
+R&R BROADCASTING,Other
+RACKSPACE,Other
+RE-ELECT FIONA MA,Other
+RED CAR BREWERY,Bar
+REGAL CINEMA,Other
+REGISTRAR OF VOTERS - SAN BERNARDINO,Other
+RENAISSANCE MAYFLOWER HOTEL,Hotel
+"RITZ-CARLTON NEW YORK, BATTERY PARK",Hotel
+RIVER CITY BUSINESS SERVICES,Other
+"ROSS MCCANSE AND ASSOCIATES, INC.",Other
+ROYAL AMERICAN TOURS,Other
+SAN FRANCISCO MARRIOTT,Hotel
+SAN JOSE BUSINESS JOURNAL,Other
+SERRANO HOTEL,Hotel
+SHERATON INN,Hotel
+SHERATON PETALUMA,Hotel
+SHERIDON KEITH DESIGN & PHOTOGRAPHY,Other
+SIBIA CAB,Other
+SIERRA NEVADA ALLIANCE,Other
+SILICON VALLEY FORUM,Other
+SIMON SALINAS FOR ASSEMBLY 2002 C/O PIRAYOU LAW OFFICES,Other
+SIPAN BAKERY,Restaurant
+SITOA,Other
+SKANDATA,Other
+SMITH GALLERY,Other
+SOMETHING SPECIAL AVIATION CATERING,Other
+SOTTOVOCE MADERO,Other
+SOURCE ONE RENTALS,Other
+SPARKLETTS,Other
+SPECIAL OLYMPICS NORTHERN CALIFORNIA,Other
+SPECIAL T. MESSENGER,Other
+SPECTRUM,Other
+STAGE LIGHTING CONCEPTS,Other
+SUPER 8 DISCOVERY PARK,Hotel
+TANK HOUSE BBQ,Restaurant
+TELINCS,Other
+TEMPLE ISRAEL OF HOLLYWOOD,Other
+TEN PENH RESTAURANT,Restaurant
+THE ABBEY FOOD & BAR,Bar
+THE BOMBAY COMPANY,Other
+THE CAVALIER,Other
+THE DRIVER PROVIDER,Other
+THE FRENCH LAUNDRY,Restaurant
+"THE HUB CONNECTION, INC.",Other
+THE HUMANE SOCIETY,Other
+THE IVY RESTAURANT,Restaurant
+THE JEFFERSON,Hotel
+THE KRESS,Other
+THE MERITAGE RESORT AND SPA,Hotel
+THE OVAL ROOM,Restaurant
+THE PALMS,Restaurant
+THE TORRANCE CULTURAL ARTS,Other
+THE VENETIAN ROOM,Hotel
+TODD RICKETTS,Other
+TOMS SEAFOOD RESTAURANT,Restaurant
+"TOP NOTCH DATA, INC.",Other
+TRAVELODGE - MERCED,Hotel
+TRES HERMANOS,Restaurant
+TWENTY EIGHT,Other
+TWITTER,Other
+U.S. POSTMASTER - SANTA ANA P & DC,Other
+U.S. POSTMASTER (SANTA ANA) C/O WORK FLOW DIRECT,Other
+UC BERKELEY,Other
+UFW OF AMERICA - AFL-CIO,Other
+ULINE SHIPPING SUPPLIES SPECIALISTS,Other
+UNITED AIR,Other
+URBAN FLOWERS,Other
+US POSTMASTER - SACRAMENTO,Other
+VILLA PIZZA,Restaurant
+"VNU EMEDIA, INC.",Other
+VON'S,Other
+WALMART.COM,Other
+WELLS FARGO BANK MC/AV,Other
+WELLS FARGO BANK MC/KB,Other
+WOODS FLORIST,Other
+WWW.COSTCO.COM,Other
+XAVIER CAMPOS FOR CITY COUNCIL,Other
+YAHOO MAIL,Other
+"YES ON 72, SAVE YOUR HEALTHCARE",Other
+"YES ON MEASURE ULA - UNITED TO HOUSE LA, SPONSORED BY NONPROFIT COMMUNITY ORGANIZATIONS",Other
+"YES ON PROP 25, A COALITION OF JUSTICE REFORM AND LABOR ORGANIZATIONS",Other
+ZUNI CAFE,Restaurant