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it_support_ticket_classification_pegasus

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it_support_ticket_classification_pegasus
File size: 2,128 Bytes 
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{
  "_name_or_path": "google/bigbird-pegasus-large-arxiv",
  "activation_dropout": 0.0,
  "activation_function": "gelu_new",
  "architectures": [
    "BigBirdForSequenceClassification"
  ],
  "attention_dropout": 0.0,
  "attention_probs_dropout_prob": 0.1,
  "attention_type": "block_sparse",
  "block_size": 64,
  "bos_token_id": 2,
  "classifier_dropout": 0.0,
  "d_model": 1024,
  "decoder_attention_heads": 16,
  "decoder_ffn_dim": 4096,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 16,
  "decoder_start_token_id": 2,
  "dropout": 0.1,
  "encoder_attention_heads": 16,
  "encoder_ffn_dim": 4096,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 16,
  "eos_token_id": 1,
  "gradient_checkpointing": false,
  "hidden_act": "gelu_new",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Training",
    "1": "Consulting",
    "2": "Software",
    "3": "Printer",
    "4": "VPN",
    "5": "Support",
    "6": "Network",
    "7": "Security",
    "8": "Email",
    "9": "Hardware",
    "10": "Website",
    "11": "Database",
    "12": "Development",
    "13": "Access",
    "14": "Network services"
  },
  "init_std": 0.02,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "is_encoder_decoder": true,
  "label2id": {
    "Access": 13,
    "Consulting": 1,
    "Database": 11,
    "Development": 12,
    "Email": 8,
    "Hardware": 9,
    "Network": 6,
    "Network services": 14,
    "Printer": 3,
    "Security": 7,
    "Software": 2,
    "Support": 5,
    "Training": 0,
    "VPN": 4,
    "Website": 10
  },
  "layer_norm_eps": 1e-12,
  "length_penalty": 0.8,
  "max_length": 256,
  "max_position_embeddings": 4096,
  "model_type": "big_bird",
  "num_attention_heads": 12,
  "num_beams": 5,
  "num_hidden_layers": 16,
  "num_random_blocks": 3,
  "pad_token_id": 0,
  "problem_type": "single_label_classification",
  "rescale_embeddings": false,
  "scale_embedding": true,
  "sep_token_id": 66,
  "tokenizer_class": "PegasusTokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "type_vocab_size": 2,
  "use_bias": false,
  "use_cache": true,
  "vocab_size": 96103
}