|
{ |
|
"_name_or_path": "facebook/mbart-large-50", |
|
"_num_labels": 3, |
|
"activation_dropout": 0.0, |
|
"activation_function": "gelu", |
|
"add_bias_logits": false, |
|
"add_final_layer_norm": true, |
|
"architectures": [ |
|
"MBartForSequenceClassification" |
|
], |
|
"attention_dropout": 0.0, |
|
"bos_token_id": 0, |
|
"classif_dropout": 0.0, |
|
"classifier_dropout": 0.0, |
|
"d_model": 1024, |
|
"decoder_attention_heads": 16, |
|
"decoder_ffn_dim": 4096, |
|
"decoder_layerdrop": 0.0, |
|
"decoder_layers": 12, |
|
"decoder_start_token_id": 2, |
|
"dropout": 0.1, |
|
"early_stopping": true, |
|
"encoder_attention_heads": 16, |
|
"encoder_ffn_dim": 4096, |
|
"encoder_layerdrop": 0.0, |
|
"encoder_layers": 12, |
|
"eos_token_id": 2, |
|
"forced_eos_token_id": 2, |
|
"gradient_checkpointing": false, |
|
"id2label": { |
|
"0": "Loans", |
|
"1": "Insurance", |
|
"2": "Fraud", |
|
"3": "Loan", |
|
"4": "Mobile Banking", |
|
"5": "Investment", |
|
"6": "Fees", |
|
"7": "Retirement", |
|
"8": "Security", |
|
"9": "Direct Deposit", |
|
"10": "Payments", |
|
"11": "Investments", |
|
"12": "Accounts", |
|
"13": "Technical", |
|
"14": "Mortgage", |
|
"15": "Online Banking", |
|
"16": "Credit", |
|
"17": "Savings", |
|
"18": "Banking", |
|
"19": "Automatic Payments", |
|
"20": "Credit Card", |
|
"21": "Credit Cards" |
|
}, |
|
"init_std": 0.02, |
|
"is_encoder_decoder": true, |
|
"label2id": { |
|
"Accounts": 12, |
|
"Automatic Payments": 19, |
|
"Banking": 18, |
|
"Credit": 16, |
|
"Credit Card": 20, |
|
"Credit Cards": 21, |
|
"Direct Deposit": 9, |
|
"Fees": 6, |
|
"Fraud": 2, |
|
"Insurance": 1, |
|
"Investment": 5, |
|
"Investments": 11, |
|
"Loan": 3, |
|
"Loans": 0, |
|
"Mobile Banking": 4, |
|
"Mortgage": 14, |
|
"Online Banking": 15, |
|
"Payments": 10, |
|
"Retirement": 7, |
|
"Savings": 17, |
|
"Security": 8, |
|
"Technical": 13 |
|
}, |
|
"max_length": 200, |
|
"max_position_embeddings": 1024, |
|
"model_type": "mbart", |
|
"normalize_before": true, |
|
"normalize_embedding": true, |
|
"num_beams": 5, |
|
"num_hidden_layers": 12, |
|
"output_past": true, |
|
"pad_token_id": 1, |
|
"problem_type": "single_label_classification", |
|
"scale_embedding": true, |
|
"static_position_embeddings": false, |
|
"tokenizer_class": "MBart50Tokenizer", |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.36.1", |
|
"use_cache": true, |
|
"vocab_size": 250054 |
|
} |
|
|