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autotrain-Online_orders-755323156

Text Classification
Transformers
PyTorch
English
distilbert
Trained with AutoTrain
Carbon Emissions
Inference Endpoints
Model card Files Community
1
autotrain-Online_orders-755323156
File size: 2,785 Bytes 
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{
  "_name_or_path": "AutoTrain",
  "_num_labels": 37,
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "bookflight",
    "1": "changeorder",
    "2": "changeseatassignment",
    "3": "checkbalance",
    "4": "checkclaimstatus",
    "5": "checkoffereligibility",
    "6": "checkserverstatus",
    "7": "closeaccount",
    "8": "disputecharge",
    "9": "expensereport",
    "10": "getboardingpass",
    "11": "getinformationintent",
    "12": "getpromotions",
    "13": "getproofofinsurance",
    "14": "getroutingnumber",
    "15": "getseatinfo",
    "16": "orderbreakfastintent",
    "17": "orderburgerintent",
    "18": "orderchecks",
    "19": "orderdessertintent",
    "20": "orderdrinkintent",
    "21": "orderpizzaintent",
    "22": "ordersaladintent",
    "23": "ordersideintent",
    "24": "providereceipt",
    "25": "replacecard",
    "26": "reportbrokenphone",
    "27": "reportbrokensoftware",
    "28": "reportlostcard",
    "29": "softwareupdate",
    "30": "startorder",
    "31": "startserviceintent",
    "32": "stoporder",
    "33": "transfermoney",
    "34": "updateaddress",
    "35": "upgradeserviceintent",
    "36": "viewbillsintent"
  },
  "initializer_range": 0.02,
  "label2id": {
    "bookflight": 0,
    "changeorder": 1,
    "changeseatassignment": 2,
    "checkbalance": 3,
    "checkclaimstatus": 4,
    "checkoffereligibility": 5,
    "checkserverstatus": 6,
    "closeaccount": 7,
    "disputecharge": 8,
    "expensereport": 9,
    "getboardingpass": 10,
    "getinformationintent": 11,
    "getpromotions": 12,
    "getproofofinsurance": 13,
    "getroutingnumber": 14,
    "getseatinfo": 15,
    "orderbreakfastintent": 16,
    "orderburgerintent": 17,
    "orderchecks": 18,
    "orderdessertintent": 19,
    "orderdrinkintent": 20,
    "orderpizzaintent": 21,
    "ordersaladintent": 22,
    "ordersideintent": 23,
    "providereceipt": 24,
    "replacecard": 25,
    "reportbrokenphone": 26,
    "reportbrokensoftware": 27,
    "reportlostcard": 28,
    "softwareupdate": 29,
    "startorder": 30,
    "startserviceintent": 31,
    "stoporder": 32,
    "transfermoney": 33,
    "updateaddress": 34,
    "upgradeserviceintent": 35,
    "viewbillsintent": 36
  },
  "max_length": 64,
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "output_past": true,
  "pad_token_id": 0,
  "padding": "max_length",
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": true,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.15.0",
  "vocab_size": 28996
}