Upload BertForSequenceClassification

config.json

@@ -0,0 +1,469 @@
+{
+  "_name_or_path": "Maiia/BERT_pretrained_resumes",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "100_Biology",
+    "1": "101_Chemistry",
+    "2": "102_ComputerScience",
+    "3": "103_Geography",
+    "4": "104_Mathematics",
+    "5": "105_KinesiologyExerciseScienceandPhysEd",
+    "6": "106_Physics",
+    "7": "107_Statistics",
+    "8": "108_OtherScienceFaculty",
+    "9": "110_AerospaceEngineering",
+    "10": "111_AgriculturalEngineering",
+    "11": "113_BiologicalEngineering",
+    "12": "114_ChemicalEngineering",
+    "13": "115_CivilandEnvironmentalEngineering",
+    "14": "116_ComputerEngineering",
+    "15": "117_ElectricalEngineering",
+    "16": "118_MechanicalEngineering",
+    "17": "120_OtherEngineeringFaculty",
+    "18": "121_Architecture",
+    "19": "122_ArtHistory",
+    "20": "123_HorticultureandLandscapeArchitecture",
+    "21": "124_Music",
+    "22": "125_Theatre",
+    "23": "126_Art",
+    "24": "127_OtherFineandAppliedArtsFaculty",
+    "25": "128_SpeechandPublicSpeaking",
+    "26": "129_PublicRelationsandAdvertising",
+    "27": "130_BroadcastJournalism",
+    "28": "131_RadioTelevisionandFilm",
+    "29": "132_Journalism",
+    "30": "133_OtherCommunicationsFaculty",
+    "31": "134_LawandLegalStudies",
+    "32": "135_Physicians",
+    "33": "136_Nursing",
+    "34": "137_MedicalResearch",
+    "35": "138_OtherHealthSciencesFaculty",
+    "36": "139_History",
+    "37": "140_AgriculturalExtension",
+    "38": "141_AcademicAdvising",
+    "39": "143_FoodServices",
+    "40": "144_InformationSystemsandTechnology",
+    "41": "146_IndustrialandManufacturingEngineering",
+    "42": "148_FacultyAffairs",
+    "43": "149_Registrars",
+    "44": "14_AdmissionsandEnrollment",
+    "45": "150_LaboratoryandResearch",
+    "46": "151_CommunicationSciencesandDisorders",
+    "47": "152_MediaandCommunicationStudies",
+    "48": "153_OccupationalTherapy",
+    "49": "154_PharmacyandPharmacology",
+    "50": "155_GraphicDesign",
+    "51": "156_CriminalJustice",
+    "52": "157_ForeignLanguagesandLiteratures",
+    "53": "159_ProgrammerAnalyst",
+    "54": "15_AlumniRelations",
+    "55": "160_WebDeveloper",
+    "56": "161_ITSupportandTraining",
+    "57": "162_OtherIT",
+    "58": "163_ITManagerDirector",
+    "59": "164_AdministrativeVicePresidents",
+    "60": "166_ReadingandLiteracy",
+    "61": "167_InteriorDesign",
+    "62": "168_DiagnosticImagingandRadiography",
+    "63": "169_SocialWork",
+    "64": "16_AthleticsCoaching",
+    "65": "170_GeologyEarthSciencesandOceanography",
+    "66": "172_ConferenceandEventsAdministration",
+    "67": "173_NetworkSystemAdministrator",
+    "68": "174_ReligiousandSpiritualLife",
+    "69": "175_MultimediaandAudiovisual",
+    "70": "177_ChildCareandYouthPrograms",
+    "71": "179_DisabilityandAccessibilityServices",
+    "72": "17_BroadcastingRadioandTelevision",
+    "73": "180_TeacherEducationMiddleSchool",
+    "74": "181_Dentistry",
+    "75": "182_LibraryandInformationScience",
+    "76": "183_HotelandRestaurantManagement",
+    "77": "184_TeacherEducation",
+    "78": "185_NutritionandDietetics",
+    "79": "186_Tourism",
+    "80": "187_Aviation",
+    "81": "188_CulinaryArts",
+    "82": "189_ConstructionandBuildingTrades",
+    "83": "18_BusinessandFinancialServices",
+    "84": "190_AutomotiveTechnology",
+    "85": "191_Telecommunications",
+    "86": "192_ParamedicsandEMTs",
+    "87": "193_HealthEducationandPromotion",
+    "88": "195_Electronics",
+    "89": "196_Photography",
+    "90": "197_FashionandTextileDesign",
+    "91": "198_FireScience",
+    "92": "199_HumanDevelopmentandFamilyStudies",
+    "93": "1_AcademicVicePresidentsandProvosts",
+    "94": "200_HealthcareAdministration",
+    "95": "201_IndustrialDesign",
+    "96": "202_UrbanStudiesandPlanning",
+    "97": "203_HumanResources",
+    "98": "204_Humanities",
+    "99": "205_ExecutiveAssistants",
+    "100": "206_OccupationalandEnvironmentalSafety",
+    "101": "207_OtherExecutive",
+    "102": "208_RecreationandLeisureStudies",
+    "103": "209_PublicAdministrationandPolicy",
+    "104": "210_OtherMedicineFaculty",
+    "105": "211_DatabaseAdministrator",
+    "106": "212_AssessmentAccreditationandCompliance",
+    "107": "213_BursarandStudentAccounts",
+    "108": "214_EconomicandBusinessDevelopment",
+    "109": "215_Sales",
+    "110": "216_TutorsandLearningResources",
+    "111": "217_CurriculumDesign",
+    "112": "218_InstructionalTechnologyandDesign",
+    "113": "219_AdultandContinuingEducationPrograms",
+    "114": "21_CounselingandPsychologicalServices",
+    "115": "220_OnlineandDistanceEducationPrograms",
+    "116": "221_PublicandEnvironmentalHealth",
+    "117": "222_SecurityStudies",
+    "118": "223_PhysicianAssistants",
+    "119": "224_Cosmetology",
+    "120": "225_MassageTherapy",
+    "121": "226_EducationalPsychology",
+    "122": "227_SchoolPsychology",
+    "123": "228_BusinessLaw",
+    "124": "229_InternationalBusiness",
+    "125": "22_CareerDevelopmentandServices",
+    "126": "230_DigitalArts",
+    "127": "23_DevelopmentandFundraising",
+    "128": "243_AgricultureDeans",
+    "129": "244_BusinessDeans",
+    "130": "245_CommunicationsDeans",
+    "131": "246_EducationDeans",
+    "132": "247_EngineeringDeans",
+    "133": "248_FineandAppliedArtsDeans",
+    "134": "249_HealthSciencesDeans",
+    "135": "24_PublicationsandEditing",
+    "136": "250_LawDeans",
+    "137": "251_LiberalArtsDeans",
+    "138": "252_MedicineDeans",
+    "139": "253_ScienceDeans",
+    "140": "254_OtherDeans",
+    "141": "255_Entrepreneurship",
+    "142": "256_BusinessAdministration",
+    "143": "257_MedicalAssistants",
+    "144": "258_MedicalBillingandCoding",
+    "145": "259_HealthInformationTechnology",
+    "146": "25_ExtensionandOutreach",
+    "147": "260_Dance",
+    "148": "261_SignLanguage",
+    "149": "262_AthleticTraining",
+    "150": "263_PhysicalTherapy",
+    "151": "264_SportManagement",
+    "152": "265_Chiropractic",
+    "153": "266_DentalHygienistsandAssistants",
+    "154": "267_RespiratoryCare",
+    "155": "268_SurgicalTechnology",
+    "156": "26_FacilitiesManagement",
+    "157": "270_AthleticsAthleticAdministration",
+    "158": "271_AthleticsAthleticTrainers",
+    "159": "272_AthleticsRecreationServices",
+    "160": "27_FinancialAid",
+    "161": "28_SponsoredProgramsGrantsandContracts",
+    "162": "29_HealthandMedicalServices",
+    "163": "30_HumanResources",
+    "164": "31_InstitutionalResearchandPlanning",
+    "165": "32_InternationalProgramsandServices",
+    "166": "33_LegalAffairs",
+    "167": "34_Libraries",
+    "168": "35_DiversityEquityandInclusionServices",
+    "169": "36_ArtsandMuseumAdministration",
+    "170": "37_CommunicationsMarketingandPublicAffairs",
+    "171": "38_ResidenceLifeandHousing",
+    "172": "39_PoliceandPublicSafety",
+    "173": "40_StudentAffairsandServices",
+    "174": "41_VolunteerProgramsandServiceLearning",
+    "175": "42_AdministrativeAssistants",
+    "176": "43_OtherAdministrativePositions",
+    "177": "44_Finance",
+    "178": "45_Accounting",
+    "179": "46_Management",
+    "180": "47_MarketingandSales",
+    "181": "48_OtherBusinessFaculty",
+    "182": "49_PlantandSoilScience",
+    "183": "4_PresidentsandChancellors",
+    "184": "50_AgriculturalEconomicsandAgribusiness",
+    "185": "51_AnimalScience",
+    "186": "52_Entomology",
+    "187": "53_FoodScience",
+    "188": "54_EnvironmentalScienceEcologyandForestry",
+    "189": "57_VeterinaryMedicine",
+    "190": "58_OtherAgricultureFaculty",
+    "191": "59_AdultandDistanceEducation",
+    "192": "62_CounselorEducation",
+    "193": "63_CurriculumandInstruction",
+    "194": "64_EducationalAdministrationandLeadership",
+    "195": "67_TeacherEducationElementary",
+    "196": "68_HigherEducation",
+    "197": "69_InstructionalTechnologyandDesign",
+    "198": "71_TeacherEducationSecondaryEducation",
+    "199": "72_SpecialEducation",
+    "200": "73_TeacherEducationEarlyChildhood",
+    "201": "74_OtherTechnicalandCareerFaculty",
+    "202": "75_OtherEducationFaculty",
+    "203": "76_EthnicandMulticulturalStudies",
+    "204": "77_AmericanStudies",
+    "205": "78_Anthropology",
+    "206": "81_Economics",
+    "207": "82_EnglishandLiterature",
+    "208": "83_EnglishasaSecondLanguage",
+    "209": "88_Linguistics",
+    "210": "89_Philosophy",
+    "211": "90_PoliticalScience",
+    "212": "91_Psychology",
+    "213": "92_ReligiousStudiesandTheology",
+    "214": "93_Sociology",
+    "215": "96_WomensandGenderStudies",
+    "216": "97_OtherLiberalArtsFaculty",
+    "217": "98_AstronomyandAstrophysics",
+    "218": "99_BiochemistryandMolecularBiology"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "100_Biology": 0,
+    "101_Chemistry": 1,
+    "102_ComputerScience": 2,
+    "103_Geography": 3,
+    "104_Mathematics": 4,
+    "105_KinesiologyExerciseScienceandPhysEd": 5,
+    "106_Physics": 6,
+    "107_Statistics": 7,
+    "108_OtherScienceFaculty": 8,
+    "110_AerospaceEngineering": 9,
+    "111_AgriculturalEngineering": 10,
+    "113_BiologicalEngineering": 11,
+    "114_ChemicalEngineering": 12,
+    "115_CivilandEnvironmentalEngineering": 13,
+    "116_ComputerEngineering": 14,
+    "117_ElectricalEngineering": 15,
+    "118_MechanicalEngineering": 16,
+    "120_OtherEngineeringFaculty": 17,
+    "121_Architecture": 18,
+    "122_ArtHistory": 19,
+    "123_HorticultureandLandscapeArchitecture": 20,
+    "124_Music": 21,
+    "125_Theatre": 22,
+    "126_Art": 23,
+    "127_OtherFineandAppliedArtsFaculty": 24,
+    "128_SpeechandPublicSpeaking": 25,
+    "129_PublicRelationsandAdvertising": 26,
+    "130_BroadcastJournalism": 27,
+    "131_RadioTelevisionandFilm": 28,
+    "132_Journalism": 29,
+    "133_OtherCommunicationsFaculty": 30,
+    "134_LawandLegalStudies": 31,
+    "135_Physicians": 32,
+    "136_Nursing": 33,
+    "137_MedicalResearch": 34,
+    "138_OtherHealthSciencesFaculty": 35,
+    "139_History": 36,
+    "140_AgriculturalExtension": 37,
+    "141_AcademicAdvising": 38,
+    "143_FoodServices": 39,
+    "144_InformationSystemsandTechnology": 40,
+    "146_IndustrialandManufacturingEngineering": 41,
+    "148_FacultyAffairs": 42,
+    "149_Registrars": 43,
+    "14_AdmissionsandEnrollment": 44,
+    "150_LaboratoryandResearch": 45,
+    "151_CommunicationSciencesandDisorders": 46,
+    "152_MediaandCommunicationStudies": 47,
+    "153_OccupationalTherapy": 48,
+    "154_PharmacyandPharmacology": 49,
+    "155_GraphicDesign": 50,
+    "156_CriminalJustice": 51,
+    "157_ForeignLanguagesandLiteratures": 52,
+    "159_ProgrammerAnalyst": 53,
+    "15_AlumniRelations": 54,
+    "160_WebDeveloper": 55,
+    "161_ITSupportandTraining": 56,
+    "162_OtherIT": 57,
+    "163_ITManagerDirector": 58,
+    "164_AdministrativeVicePresidents": 59,
+    "166_ReadingandLiteracy": 60,
+    "167_InteriorDesign": 61,
+    "168_DiagnosticImagingandRadiography": 62,
+    "169_SocialWork": 63,
+    "16_AthleticsCoaching": 64,
+    "170_GeologyEarthSciencesandOceanography": 65,
+    "172_ConferenceandEventsAdministration": 66,
+    "173_NetworkSystemAdministrator": 67,
+    "174_ReligiousandSpiritualLife": 68,
+    "175_MultimediaandAudiovisual": 69,
+    "177_ChildCareandYouthPrograms": 70,
+    "179_DisabilityandAccessibilityServices": 71,
+    "17_BroadcastingRadioandTelevision": 72,
+    "180_TeacherEducationMiddleSchool": 73,
+    "181_Dentistry": 74,
+    "182_LibraryandInformationScience": 75,
+    "183_HotelandRestaurantManagement": 76,
+    "184_TeacherEducation": 77,
+    "185_NutritionandDietetics": 78,
+    "186_Tourism": 79,
+    "187_Aviation": 80,
+    "188_CulinaryArts": 81,
+    "189_ConstructionandBuildingTrades": 82,
+    "18_BusinessandFinancialServices": 83,
+    "190_AutomotiveTechnology": 84,
+    "191_Telecommunications": 85,
+    "192_ParamedicsandEMTs": 86,
+    "193_HealthEducationandPromotion": 87,
+    "195_Electronics": 88,
+    "196_Photography": 89,
+    "197_FashionandTextileDesign": 90,
+    "198_FireScience": 91,
+    "199_HumanDevelopmentandFamilyStudies": 92,
+    "1_AcademicVicePresidentsandProvosts": 93,
+    "200_HealthcareAdministration": 94,
+    "201_IndustrialDesign": 95,
+    "202_UrbanStudiesandPlanning": 96,
+    "203_HumanResources": 97,
+    "204_Humanities": 98,
+    "205_ExecutiveAssistants": 99,
+    "206_OccupationalandEnvironmentalSafety": 100,
+    "207_OtherExecutive": 101,
+    "208_RecreationandLeisureStudies": 102,
+    "209_PublicAdministrationandPolicy": 103,
+    "210_OtherMedicineFaculty": 104,
+    "211_DatabaseAdministrator": 105,
+    "212_AssessmentAccreditationandCompliance": 106,
+    "213_BursarandStudentAccounts": 107,
+    "214_EconomicandBusinessDevelopment": 108,
+    "215_Sales": 109,
+    "216_TutorsandLearningResources": 110,
+    "217_CurriculumDesign": 111,
+    "218_InstructionalTechnologyandDesign": 112,
+    "219_AdultandContinuingEducationPrograms": 113,
+    "21_CounselingandPsychologicalServices": 114,
+    "220_OnlineandDistanceEducationPrograms": 115,
+    "221_PublicandEnvironmentalHealth": 116,
+    "222_SecurityStudies": 117,
+    "223_PhysicianAssistants": 118,
+    "224_Cosmetology": 119,
+    "225_MassageTherapy": 120,
+    "226_EducationalPsychology": 121,
+    "227_SchoolPsychology": 122,
+    "228_BusinessLaw": 123,
+    "229_InternationalBusiness": 124,
+    "22_CareerDevelopmentandServices": 125,
+    "230_DigitalArts": 126,
+    "23_DevelopmentandFundraising": 127,
+    "243_AgricultureDeans": 128,
+    "244_BusinessDeans": 129,
+    "245_CommunicationsDeans": 130,
+    "246_EducationDeans": 131,
+    "247_EngineeringDeans": 132,
+    "248_FineandAppliedArtsDeans": 133,
+    "249_HealthSciencesDeans": 134,
+    "24_PublicationsandEditing": 135,
+    "250_LawDeans": 136,
+    "251_LiberalArtsDeans": 137,
+    "252_MedicineDeans": 138,
+    "253_ScienceDeans": 139,
+    "254_OtherDeans": 140,
+    "255_Entrepreneurship": 141,
+    "256_BusinessAdministration": 142,
+    "257_MedicalAssistants": 143,
+    "258_MedicalBillingandCoding": 144,
+    "259_HealthInformationTechnology": 145,
+    "25_ExtensionandOutreach": 146,
+    "260_Dance": 147,
+    "261_SignLanguage": 148,
+    "262_AthleticTraining": 149,
+    "263_PhysicalTherapy": 150,
+    "264_SportManagement": 151,
+    "265_Chiropractic": 152,
+    "266_DentalHygienistsandAssistants": 153,
+    "267_RespiratoryCare": 154,
+    "268_SurgicalTechnology": 155,
+    "26_FacilitiesManagement": 156,
+    "270_AthleticsAthleticAdministration": 157,
+    "271_AthleticsAthleticTrainers": 158,
+    "272_AthleticsRecreationServices": 159,
+    "27_FinancialAid": 160,
+    "28_SponsoredProgramsGrantsandContracts": 161,
+    "29_HealthandMedicalServices": 162,
+    "30_HumanResources": 163,
+    "31_InstitutionalResearchandPlanning": 164,
+    "32_InternationalProgramsandServices": 165,
+    "33_LegalAffairs": 166,
+    "34_Libraries": 167,
+    "35_DiversityEquityandInclusionServices": 168,
+    "36_ArtsandMuseumAdministration": 169,
+    "37_CommunicationsMarketingandPublicAffairs": 170,
+    "38_ResidenceLifeandHousing": 171,
+    "39_PoliceandPublicSafety": 172,
+    "40_StudentAffairsandServices": 173,
+    "41_VolunteerProgramsandServiceLearning": 174,
+    "42_AdministrativeAssistants": 175,
+    "43_OtherAdministrativePositions": 176,
+    "44_Finance": 177,
+    "45_Accounting": 178,
+    "46_Management": 179,
+    "47_MarketingandSales": 180,
+    "48_OtherBusinessFaculty": 181,
+    "49_PlantandSoilScience": 182,
+    "4_PresidentsandChancellors": 183,
+    "50_AgriculturalEconomicsandAgribusiness": 184,
+    "51_AnimalScience": 185,
+    "52_Entomology": 186,
+    "53_FoodScience": 187,
+    "54_EnvironmentalScienceEcologyandForestry": 188,
+    "57_VeterinaryMedicine": 189,
+    "58_OtherAgricultureFaculty": 190,
+    "59_AdultandDistanceEducation": 191,
+    "62_CounselorEducation": 192,
+    "63_CurriculumandInstruction": 193,
+    "64_EducationalAdministrationandLeadership": 194,
+    "67_TeacherEducationElementary": 195,
+    "68_HigherEducation": 196,
+    "69_InstructionalTechnologyandDesign": 197,
+    "71_TeacherEducationSecondaryEducation": 198,
+    "72_SpecialEducation": 199,
+    "73_TeacherEducationEarlyChildhood": 200,
+    "74_OtherTechnicalandCareerFaculty": 201,
+    "75_OtherEducationFaculty": 202,
+    "76_EthnicandMulticulturalStudies": 203,
+    "77_AmericanStudies": 204,
+    "78_Anthropology": 205,
+    "81_Economics": 206,
+    "82_EnglishandLiterature": 207,
+    "83_EnglishasaSecondLanguage": 208,
+    "88_Linguistics": 209,
+    "89_Philosophy": 210,
+    "90_PoliticalScience": 211,
+    "91_Psychology": 212,
+    "92_ReligiousStudiesandTheology": 213,
+    "93_Sociology": 214,
+    "96_WomensandGenderStudies": 215,
+    "97_OtherLiberalArtsFaculty": 216,
+    "98_AstronomyandAstrophysics": 217,
+    "99_BiochemistryandMolecularBiology": 218
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2546197d3d0cd4beb53694cfd1ccd128e94f0bf9fdd03a4e08bb408807ba0377
+size 438626140