| { | |
| "_attn_implementation_autoset": true, | |
| "_name_or_path": "models/bert-onnx-classifier", | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "classifier_dropout": null, | |
| "custom_pipelines": { | |
| "question-classifier": { | |
| "impl": "pipeline.MultiTaskClassifierPipeline", | |
| "pt": [ | |
| "AutoModelForSequenceClassification" | |
| ] | |
| } | |
| }, | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 1024, | |
| "id2label": { | |
| "0": "type_d", | |
| "1": "type_y", | |
| "2": "type_c", | |
| "3": "type_o", | |
| "4": "category_self", | |
| "5": "category_health", | |
| "6": "category_accumulated_wealth", | |
| "7": "category_family", | |
| "8": "category_social_media", | |
| "9": "category_short_travel", | |
| "10": "category_sports", | |
| "11": "category_property", | |
| "12": "category_primary_education", | |
| "13": "category_love", | |
| "14": "category_romance", | |
| "15": "category_children", | |
| "16": "category_higher_education", | |
| "17": "category_job", | |
| "18": "category_diseases", | |
| "19": "category_hard_times", | |
| "20": "category_competitive_exam", | |
| "21": "category_marriage", | |
| "22": "category_business", | |
| "23": "category_life_span", | |
| "24": "category_unearned_wealth", | |
| "25": "category_spirituality", | |
| "26": "category_highest_education", | |
| "27": "category_long_travel", | |
| "28": "category_career", | |
| "29": "category_income", | |
| "30": "category_foreign", | |
| "31": "category_expense", | |
| "32": "time_based_y", | |
| "33": "time_based_n", | |
| "34": "perception_p", | |
| "35": "perception_n" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4096, | |
| "label2id": { | |
| "category_accumulated_wealth": 6, | |
| "category_business": 22, | |
| "category_career": 28, | |
| "category_children": 15, | |
| "category_competitive_exam": 20, | |
| "category_diseases": 18, | |
| "category_expense": 31, | |
| "category_family": 7, | |
| "category_foreign": 30, | |
| "category_hard_times": 19, | |
| "category_health": 5, | |
| "category_higher_education": 16, | |
| "category_highest_education": 26, | |
| "category_income": 29, | |
| "category_job": 17, | |
| "category_life_span": 23, | |
| "category_long_travel": 27, | |
| "category_love": 13, | |
| "category_marriage": 21, | |
| "category_primary_education": 12, | |
| "category_property": 11, | |
| "category_romance": 14, | |
| "category_self": 4, | |
| "category_short_travel": 9, | |
| "category_social_media": 8, | |
| "category_spirituality": 25, | |
| "category_sports": 10, | |
| "category_unearned_wealth": 24, | |
| "perception_n": 35, | |
| "perception_p": 34, | |
| "time_based_n": 33, | |
| "time_based_y": 32, | |
| "type_c": 2, | |
| "type_d": 0, | |
| "type_o": 3, | |
| "type_y": 1 | |
| }, | |
| "label_config": { | |
| "multi_class": [ | |
| { | |
| "column": "question type", | |
| "labels": [ | |
| [ | |
| "d", | |
| "Descriptive" | |
| ], | |
| [ | |
| "y", | |
| "Yes/No" | |
| ], | |
| [ | |
| "c", | |
| "Complex" | |
| ], | |
| [ | |
| "o", | |
| "Options" | |
| ] | |
| ], | |
| "loss_weight": 1, | |
| "name": "type" | |
| }, | |
| { | |
| "column": "category", | |
| "labels": [ | |
| [ | |
| "self", | |
| "Self" | |
| ], | |
| [ | |
| "health", | |
| "Health" | |
| ], | |
| [ | |
| "accumulated_wealth", | |
| "Accumulated Wealth" | |
| ], | |
| [ | |
| "family", | |
| "Family" | |
| ], | |
| [ | |
| "social_media", | |
| "Social media" | |
| ], | |
| [ | |
| "short_travel", | |
| "Short Travel" | |
| ], | |
| [ | |
| "sports", | |
| "Sports" | |
| ], | |
| [ | |
| "property", | |
| "Property" | |
| ], | |
| [ | |
| "primary_education", | |
| "Primary Education" | |
| ], | |
| [ | |
| "love", | |
| "Love" | |
| ], | |
| [ | |
| "romance", | |
| "Romance" | |
| ], | |
| [ | |
| "children", | |
| "Children" | |
| ], | |
| [ | |
| "higher_education", | |
| "Higher Education" | |
| ], | |
| [ | |
| "job", | |
| "Job" | |
| ], | |
| [ | |
| "diseases", | |
| "Diseases" | |
| ], | |
| [ | |
| "hard_times", | |
| "Hard Times" | |
| ], | |
| [ | |
| "competitive_exam", | |
| "Competitive Exam" | |
| ], | |
| [ | |
| "marriage", | |
| "Marriage" | |
| ], | |
| [ | |
| "business", | |
| "Business" | |
| ], | |
| [ | |
| "life_span", | |
| "Life Span" | |
| ], | |
| [ | |
| "unearned_wealth", | |
| "Unearned Wealth" | |
| ], | |
| [ | |
| "spirituality", | |
| "Spirituality" | |
| ], | |
| [ | |
| "highest_education", | |
| "Highest Education" | |
| ], | |
| [ | |
| "long_travel", | |
| "Long Travel" | |
| ], | |
| [ | |
| "career", | |
| "Career" | |
| ], | |
| [ | |
| "income", | |
| "Income" | |
| ], | |
| [ | |
| "foreign", | |
| "Foreign" | |
| ], | |
| [ | |
| "expense", | |
| "Expense" | |
| ] | |
| ], | |
| "loss_weight": 1, | |
| "name": "category" | |
| }, | |
| { | |
| "column": "time based", | |
| "labels": [ | |
| [ | |
| "y", | |
| "Time Based" | |
| ], | |
| [ | |
| "n", | |
| "Non Time Based" | |
| ] | |
| ], | |
| "loss_weight": 1, | |
| "name": "time_based" | |
| }, | |
| { | |
| "column": "perception", | |
| "labels": [ | |
| [ | |
| "p", | |
| "Positive Perception" | |
| ], | |
| [ | |
| "n", | |
| "Negative Perception" | |
| ] | |
| ], | |
| "loss_weight": 1, | |
| "name": "perception" | |
| } | |
| ] | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 24, | |
| "pad_token_id": 0, | |
| "pipeline_tag": "question-classifier", | |
| "position_embedding_type": "absolute", | |
| "transformers_version": "4.48.3", | |
| "type_vocab_size": 2, | |
| "use_cache": true, | |
| "vocab_size": 30522 | |
| } | |