{ "_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 }