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germanBert-invoices-v1

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Transformers
PyTorch
English
bert
Inference Endpoints
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germanBert-invoices-v1
File size: 6,608 Bytes 
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{
  "_name_or_path": "./saved_models/germanBert",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "AdBlueSecondLevel",
    "1": "BodyworkSecondLevelBodyParts",
    "2": "BodyworkSecondLevelDoor",
    "3": "BodyworkSecondLevelDoorHandle",
    "4": "BodyworkSecondLevelDoorHinge",
    "5": "BodyworkSecondLevelDoorLock",
    "6": "BodyworkSecondLevelDoorRetainer",
    "7": "BodyworkSecondLevelDoorSeal",
    "8": "BodyworkSecondLevelFront",
    "9": "BodyworkSecondLevelMiscellaneous",
    "10": "BodyworkSecondLevelOutsideMirror",
    "11": "BodyworkSecondLevelRear",
    "12": "BodyworkSecondLevelSeat",
    "13": "BodyworkSecondLevelSlidingDoorGuideRail",
    "14": "BodyworkSecondLevelWindowRegulator",
    "15": "BodyworkSecondLevelWindscreenWipersWashers",
    "16": "ChassisSecondLevelABS",
    "17": "ChassisSecondLevelBrakeCalipers",
    "18": "ChassisSecondLevelBrakeCylinder",
    "19": "ChassisSecondLevelBrakeDiscsFront",
    "20": "ChassisSecondLevelBrakeDiscsRear",
    "21": "ChassisSecondLevelBrakeFluid",
    "22": "ChassisSecondLevelBrakePadsFront",
    "23": "ChassisSecondLevelBrakePadsRear",
    "24": "ChassisSecondLevelHydraulicBrakeActuation",
    "25": "ChassisSecondLevelMiscellaneous",
    "26": "ChassisSecondLevelPivotBearingStrut",
    "27": "ChassisSecondLevelShockAbsorber",
    "28": "ChassisSecondLevelSteeringGear",
    "29": "ChassisSecondLevelSteeringGeometry",
    "30": "ChassisSecondLevelTieRodEndPieces",
    "31": "ChassisSecondLevelWishbonesBallJoints",
    "32": "ElectricalSystemSecondLevelBattery",
    "33": "ElectricalSystemSecondLevelConvenienceElectronics",
    "34": "ElectricalSystemSecondLevelLighting",
    "35": "ElectricalSystemSecondLevelMiscellaneous",
    "36": "ElectricalSystemSecondLevelStarter",
    "37": "EngineSecondLevelAirConditioning",
    "38": "EngineSecondLevelCandles",
    "39": "EngineSecondLevelControlUnit",
    "40": "EngineSecondLevelCooler",
    "41": "EngineSecondLevelEngineBlock",
    "42": "EngineSecondLevelEngineComplete",
    "43": "EngineSecondLevelEngineMount",
    "44": "EngineSecondLevelExhaustSystem",
    "45": "EngineSecondLevelFuelPump",
    "46": "EngineSecondLevelFuelTankLineSender",
    "47": "EngineSecondLevelIgnitionCoil",
    "48": "EngineSecondLevelMiscellaneous",
    "49": "EngineSecondLevelProbeTransmitterSensor",
    "50": "EngineSecondLevelTimingBelt",
    "51": "EngineSecondLevelValveCoverGasket",
    "52": "EngineSecondLevelWaterHose",
    "53": "MFKPreparationInspection",
    "54": "MaintenanceAccordingToManufacturer",
    "55": "OtherCost",
    "56": "PowerUnitSecondLevelClutchActuation",
    "57": "PowerUnitSecondLevelControlUnit",
    "58": "PowerUnitSecondLevelCoupling",
    "59": "PowerUnitSecondLevelDriveShaftCuffs",
    "60": "PowerUnitSecondLevelFlywheel",
    "61": "PowerUnitSecondLevelMiscellaneous",
    "62": "PowerUnitSecondLevelShiftActuation",
    "63": "PowerUnitSecondLevelTransmission",
    "64": "RentalVehicle",
    "65": "RepairAccessories",
    "66": "ReplacementCarServiceCosts",
    "67": "TyreAndWheelStorage",
    "68": "WheelTireChangeWork"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
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    "BodyworkSecondLevelBodyParts": 1,
    "BodyworkSecondLevelDoor": 2,
    "BodyworkSecondLevelDoorHandle": 3,
    "BodyworkSecondLevelDoorHinge": 4,
    "BodyworkSecondLevelDoorLock": 5,
    "BodyworkSecondLevelDoorRetainer": 6,
    "BodyworkSecondLevelDoorSeal": 7,
    "BodyworkSecondLevelFront": 8,
    "BodyworkSecondLevelMiscellaneous": 9,
    "BodyworkSecondLevelOutsideMirror": 10,
    "BodyworkSecondLevelRear": 11,
    "BodyworkSecondLevelSeat": 12,
    "BodyworkSecondLevelSlidingDoorGuideRail": 13,
    "BodyworkSecondLevelWindowRegulator": 14,
    "BodyworkSecondLevelWindscreenWipersWashers": 15,
    "ChassisSecondLevelABS": 16,
    "ChassisSecondLevelBrakeCalipers": 17,
    "ChassisSecondLevelBrakeCylinder": 18,
    "ChassisSecondLevelBrakeDiscsFront": 19,
    "ChassisSecondLevelBrakeDiscsRear": 20,
    "ChassisSecondLevelBrakeFluid": 21,
    "ChassisSecondLevelBrakePadsFront": 22,
    "ChassisSecondLevelBrakePadsRear": 23,
    "ChassisSecondLevelHydraulicBrakeActuation": 24,
    "ChassisSecondLevelMiscellaneous": 25,
    "ChassisSecondLevelPivotBearingStrut": 26,
    "ChassisSecondLevelShockAbsorber": 27,
    "ChassisSecondLevelSteeringGear": 28,
    "ChassisSecondLevelSteeringGeometry": 29,
    "ChassisSecondLevelTieRodEndPieces": 30,
    "ChassisSecondLevelWishbonesBallJoints": 31,
    "ElectricalSystemSecondLevelBattery": 32,
    "ElectricalSystemSecondLevelConvenienceElectronics": 33,
    "ElectricalSystemSecondLevelLighting": 34,
    "ElectricalSystemSecondLevelMiscellaneous": 35,
    "ElectricalSystemSecondLevelStarter": 36,
    "EngineSecondLevelAirConditioning": 37,
    "EngineSecondLevelCandles": 38,
    "EngineSecondLevelControlUnit": 39,
    "EngineSecondLevelCooler": 40,
    "EngineSecondLevelEngineBlock": 41,
    "EngineSecondLevelEngineComplete": 42,
    "EngineSecondLevelEngineMount": 43,
    "EngineSecondLevelExhaustSystem": 44,
    "EngineSecondLevelFuelPump": 45,
    "EngineSecondLevelFuelTankLineSender": 46,
    "EngineSecondLevelIgnitionCoil": 47,
    "EngineSecondLevelMiscellaneous": 48,
    "EngineSecondLevelProbeTransmitterSensor": 49,
    "EngineSecondLevelTimingBelt": 50,
    "EngineSecondLevelValveCoverGasket": 51,
    "EngineSecondLevelWaterHose": 52,
    "MFKPreparationInspection": 53,
    "MaintenanceAccordingToManufacturer": 54,
    "OtherCost": 55,
    "PowerUnitSecondLevelClutchActuation": 56,
    "PowerUnitSecondLevelControlUnit": 57,
    "PowerUnitSecondLevelCoupling": 58,
    "PowerUnitSecondLevelDriveShaftCuffs": 59,
    "PowerUnitSecondLevelFlywheel": 60,
    "PowerUnitSecondLevelMiscellaneous": 61,
    "PowerUnitSecondLevelShiftActuation": 62,
    "PowerUnitSecondLevelTransmission": 63,
    "RentalVehicle": 64,
    "RepairAccessories": 65,
    "ReplacementCarServiceCosts": 66,
    "TyreAndWheelStorage": 67,
    "WheelTireChangeWork": 68
  },
  "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": "4.33.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30000
}