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zera09
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bart_cause_classifier

Text Classification
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bart
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bart_cause_classifier
File size: 2,698 Bytes 
a997992
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "facebook/bart-base",
  "activation_dropout": 0.1,
  "activation_function": "gelu",
  "add_bias_logits": false,
  "add_final_layer_norm": false,
  "architectures": [
    "BartForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 0,
  "classif_dropout": 0.1,
  "classifier_dropout": 0.0,
  "d_model": 768,
  "decoder_attention_heads": 12,
  "decoder_ffn_dim": 3072,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 6,
  "decoder_start_token_id": 2,
  "dropout": 0.1,
  "early_stopping": true,
  "encoder_attention_heads": 12,
  "encoder_ffn_dim": 3072,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 6,
  "eos_token_id": 2,
  "forced_bos_token_id": 0,
  "forced_eos_token_id": 2,
  "gradient_checkpointing": false,
  "id2label": {
    "0": "overall_complaint_0",
    "1": "overall_complaint_1",
    "2": "Complaint_Accusation",
    "3": "Complaint_Blame",
    "4": "Complaint_Disapproval",
    "5": "Complaint_No explicit reproach",
    "6": "Complaint_Non-Complaint",
    "7": "Sentiment_negative",
    "8": "Sentiment_neutral",
    "9": "Sentiment_positive",
    "10": "Emotion_anger",
    "11": "Emotion_disgust",
    "12": "Emotion_fear",
    "13": "Emotion_happiness",
    "14": "Emotion_other",
    "15": "Emotion_sadness",
    "16": "Emotion_surprise"
  },
  "init_std": 0.02,
  "is_encoder_decoder": true,
  "label2id": {
    "Complaint_Accusation": 2,
    "Complaint_Blame": 3,
    "Complaint_Disapproval": 4,
    "Complaint_No explicit reproach": 5,
    "Complaint_Non-Complaint": 6,
    "Emotion_anger": 10,
    "Emotion_disgust": 11,
    "Emotion_fear": 12,
    "Emotion_happiness": 13,
    "Emotion_other": 14,
    "Emotion_sadness": 15,
    "Emotion_surprise": 16,
    "Sentiment_negative": 7,
    "Sentiment_neutral": 8,
    "Sentiment_positive": 9,
    "overall_complaint_0": 0,
    "overall_complaint_1": 1
  },
  "max_position_embeddings": 1024,
  "model_type": "bart",
  "no_repeat_ngram_size": 3,
  "normalize_before": false,
  "normalize_embedding": true,
  "num_beams": 4,
  "num_hidden_layers": 6,
  "pad_token_id": 1,
  "problem_type": "multi_label_classification",
  "scale_embedding": false,
  "task_specific_params": {
    "summarization": {
      "length_penalty": 1.0,
      "max_length": 128,
      "min_length": 12,
      "num_beams": 4
    },
    "summarization_cnn": {
      "length_penalty": 2.0,
      "max_length": 142,
      "min_length": 56,
      "num_beams": 4
    },
    "summarization_xsum": {
      "length_penalty": 1.0,
      "max_length": 62,
      "min_length": 11,
      "num_beams": 6
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.41.1",
  "use_cache": true,
  "vocab_size": 50265
}