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FinBERT-Multilingual-Intent-and-Sentiment

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FinBERT-Multilingual-Intent-and-Sentiment
File size: 1,380 Bytes
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{
  "_name_or_path": "nlpaverse/FinBERT-Multilingual-Intent-and-Sentiment",
  "architectures": [
    "BertForSequenceClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "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": "multi_label_classification",
  "torch_dtype": "float32",
  "transformers_version": "4.35.0",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 119547,
  "id2label": {
    "0": "intent: Account_Access_Issue",
    "1": "intent: Mortgage_Inquiry",
    "2": "intent: Transfer_Delay_Complaint",
    "3": "sentiment: Negative",
    "4": "sentiment: Positive",
    "5": "sentiment: Neutral",
    "6": "sentiment: Anxious",
    "7": "intent: Fraud_Alert_Verification"
  },
  "label2id": {
    "intent: Account_Access_Issue": 0,
    "intent: Mortgage_Inquiry": 1,
    "intent: Transfer_Delay_Complaint": 2,
    "sentiment: Negative": 3,
    "sentiment: Positive": 4,
    "sentiment: Neutral": 5,
    "sentiment: Anxious": 6,
    "intent: Fraud_Alert_Verification": 7
  },
  "num_labels": 8,
  "multi_label": true 
}