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distilbert-for-intent-prediction

Text Classification
Transformers
Safetensors
distilbert
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distilbert-for-intent-prediction
File size: 1,768 Bytes 
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{
  "_name_or_path": "/content/intent-prediction/finetuned-distilbert(1)",
  "activation": "gelu",
  "architectures": [
    "DistilBertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "dim": 768,
  "dropout": 0.1,
  "hidden_dim": 3072,
  "id2label": {
    "0": "ResolveTicket",
    "1": "ViewCompanyHoliday",
    "2": "ExitSurvey",
    "3": "viewComments",
    "4": "UpdateEmployee",
    "5": "ReportCase",
    "6": "ViewTimesheet",
    "7": "AddComment",
    "8": "documentRequest",
    "9": "TalentRetention",
    "10": "ViewPayslip",
    "11": "searchKnowledge",
    "12": "MyApprovals",
    "13": "ViewCases",
    "14": "TalkToAgent",
    "15": "ManageTimeOffRequests",
    "16": "RequestTimeOff",
    "17": "EmployeeInformation",
    "18": "TaskChecklist",
    "19": "TimeOffBalance",
    "20": "viewBenefits"
  },
  "initializer_range": 0.02,
  "label2id": {
    "AddComment": 7,
    "EmployeeInformation": 17,
    "ExitSurvey": 2,
    "ManageTimeOffRequests": 15,
    "MyApprovals": 12,
    "ReportCase": 5,
    "RequestTimeOff": 16,
    "ResolveTicket": 0,
    "TalentRetention": 9,
    "TalkToAgent": 14,
    "TaskChecklist": 18,
    "TimeOffBalance": 19,
    "UpdateEmployee": 4,
    "ViewCases": 13,
    "ViewCompanyHoliday": 1,
    "ViewPayslip": 10,
    "ViewTimesheet": 6,
    "documentRequest": 8,
    "searchKnowledge": 11,
    "viewBenefits": 20,
    "viewComments": 3
  },
  "max_position_embeddings": 512,
  "model_type": "distilbert",
  "n_heads": 12,
  "n_layers": 6,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "qa_dropout": 0.1,
  "seq_classif_dropout": 0.2,
  "sinusoidal_pos_embds": false,
  "tie_weights_": true,
  "torch_dtype": "float32",
  "transformers_version": "4.40.2",
  "vocab_size": 30522
}