ML Packages

See languages that the models support out-of-the-box in the table below.

ML Package	Notes on pre-training
Accounts Payable, Accounts Receivable	Invoices ML package is all pre-trained to support English, French, German, Portuguese, Romanian, Spanish. Purchase Order ML package is pretrained to support English and German. Invoices Australia, Invoices India, Remittance Advice ML packages are pre-trained on English.
Supply Chain	Invoices Shipping and Packing List ML packages are pre-trained on English. Bills of Landing ML package is pre-trained to support English and German.
KYC	Certificate of Origin, EU Declaration of Conformity, Utility Bills, Children Product Certificate, and Certificate of Incorporation ML packages are all pre-trained on English Passports ML package is pre-trained to support all nationalities. Id Card ML package is pre-trained to support ID cards and driver’s licenses for Australia, Austria, Belgium, Canada, Croatia, Cyprus, Finland, Germany, Hong Kong, Hungary, India, Italy, Netherlands, Poland, Spain, Switzerland, United Kingdom, United States (all 50 states incl. Washington D.C.).
Lending	W2, 4506T, and FM1003 ML packages are pre-trained on English
HR	W9, I9, 1040, Pay Slips ML packages are all pre-trained on English. 990 ML Package is pre-trained to support English, Finish, French, German, Norwegian, Romanian, and Spanish.
Banking and Expenses	Checks, Bank Statements, Financial Statements ML Packages are all pre-trained on English. Receipts ML package is pre-trained to support English, Finish, French, German, Norwegian, Romanian, and Spanish.
Insurance	CMS1500 and all Accord ML packages are pre-trained on English.
Other	Vehicle Title ML package is pre-trained on English.

Note:

• ML Packages can be retrained on a majority of modern languages as long as the OCR (UiPath) or partner recognizes the document and text with high confidence.
• For the supported languages, retraining may be required to get the expected accuracy if the documents are considerably different from the original model training dataset. For ML Packages that support Chinese, Japanese, and Korean, you will need to use an OCR that supports those languages.
• *Arabic, Farsi and Hebrew are only supported for model versions 23.7 and later.

See the languages that the models could support with training in the sections below:

Document Understanding Package

Language (Language Code)	Document Understanding
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)	*
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi	*
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)	*
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB)
Vietnamese (VIE)
Volapuk
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

Accounts Payable, Accounts Receivable

Language (Language Code)	Invoices	Invoices Australia	Invoices India	Invoices Japan	Invoices China	Purchase Orders	Remittance Advices
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)
Hmong Daw	*	*	*			*	*
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB)
Vietnamese (VIE)
Volapuk (VOL)
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

Expenses

Language (Language Code)	Receipts
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)	*
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB)
Volapuk (VOL)
Vietnamese (VIE)
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

KYC

Language (Language Code)	ID Cards	Passports	Utility Bills
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)	*	*
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi	*	*
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)	*	*
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB
Vietnamese (VIE)
Volapuk (VOL)
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

Shipping

Language (Language Code)	Delivery Notes
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB)
Vietnamese (VIE)
Volapuk
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

Lending

Language (Language Code)	W2
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)	*
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi
Fijian (FIJ)
Filipino
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
Ukranian (UKR)
Uzbek (UZB)
Vietnamese (VIE)
Volapuk (VOL)
Welsh (CYM)
Wolof (WOL)
Xhosa (XHO)
Zapotec (ZAP)
Zulu (ZUL)

HR

Language (Language Code)	W9
Afrikaans (AFR)
Albanian (SQI)
Arabic (ARA)
Asturian (AST)
Aymara (AYM)
Basque (EUS)
Belgian
Bemba (BEM)
Bislama (BIS)
Blackfoot (BLA)
Brazilian (QBP)
Breton (BRE)
Bulgarian (BUL)
Belorussian (BEL)
Catalan (CAT)
Cebuano (CEB)
Chechen (CHE)
Chinese - Simplified (QCS)
Chinese - Traditional (QCT)
Cornish (COR)
Corsican (COS)
Creole (Kabuverdianu)
Croatian (HRV)
Czech (CES)
Cyprus
Danish (DAN)
Dutch (NLD)
English (ENG)
Estonian (EST)
Faroese (FAO)
Farsi
Fijian (FIJ)
Filipino (FIL)
Finnish (FIN)
French (FRA)
Frisian (FRY)
Friiulian (FUR)
Gaelic - Irish (GLE)
Gaelic - Scottish (GLA)
Gagauz
Galician (GLG)
Ganda (LUG)
German (DEU)
Gilbertese (GIL)
Greek (ELL)
Hani (HAW)
Hebrew (HEB)
Hmong Daw
Hong Kong (Tradit. Chinese)
Hungarian (HUN)
Icelandic (ISL)
Ido (IDO)
Indonesian (IND)
Interlingua (Occidental) (INA)
Italian (ITA)
Japanese (JPN)
Javanese (JAV)
Kachin (KAC)
Kasub (CSB)
Khasi (KHA)
Kikuyu (KIK)
Kongo (KON)
Korean (KOR)
Kpelle (KPE)
Kurdish (KUR)
Latin (LAT)
Latvian (LAV)
Lithuanian (LIT)
Luxembourgish (LTZ)
Macedonian (MKD)
Malagasy (MLG)
Malay (MSA)
Malinke (MLQ)
Maltese (MLT)
Maori (MRI)
Mayan (MYN)
Minangkabau (MIN)
Mohawk (MOH)
Moldavian (MOL)
Nahuatl (NAH)
Neapolitan (NAP)
Norwegian (NOR)
Nyanja (NYA)
Occitan (OCI)
Ojibway (OJI)
Papiamento (PAP)
Pidgin English (TPI)
Polish (POL)
Portuguese (POR)
Quechua (QUE)
Ripurian
Romanian (RON)
Romanish (ROM)
Rwanda (KIN)
Russian (RUS)
Sami (SMI)
Samiule (SMJ)
Sami - Northern (SME)
Sami - Southern (SMA)
Sardinian (SRD)
Serbian (SRP)
Slovak (SLK)
Slovenian (SLV)
Somali (SOM)
Sorbian - Wend (WEN)
Sotho (SOT)
Spanish (SPA)
Swahili (SWA)
Swazi (SSW)
Swedish (SWE)
Tagalog (TGL)
Tahitian (TAH)
Tetum (TET)
Thai (THA)
Tongan (TON)
Tshiluba (LUA)
Tswanahuana (TSN)
Turkish (TUR)
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