Ubuntu
added finetuned categorical classification model + more evaluated dataset modifications
2e0c701
{ | |
"_name_or_path": "distilbert-base-uncased", | |
"activation": "gelu", | |
"architectures": [ | |
"DistilBertForSequenceClassification" | |
], | |
"attention_dropout": 0.1, | |
"dim": 768, | |
"dropout": 0.1, | |
"hidden_dim": 3072, | |
"id2label": { | |
"0": "Beauty_and_Fitness", | |
"1": "People_and_Society", | |
"2": "Travel_and_Transportation", | |
"3": "Shopping", | |
"4": "Adult", | |
"5": "Sports", | |
"6": "Science", | |
"7": "Food_and_Drink", | |
"8": "News", | |
"9": "Sensitive Subjects", | |
"10": "Autos_and_Vehicles", | |
"11": "Law_and_Government", | |
"12": "Business_and_Industrial", | |
"13": "Health", | |
"14": "Real Estate", | |
"15": "Books_and_Literature", | |
"16": "Computers_and_Electronics", | |
"17": "Internet_and_Telecom", | |
"18": "Home_and_Garden", | |
"19": "Jobs_and_Education", | |
"20": "Online Communities", | |
"21": "Finance", | |
"22": "Arts_and_Entertainment", | |
"23": "Games", | |
"24": "Hobbies_and_Leisure", | |
"25": "Reference", | |
"26": "Pets_and_Animals" | |
}, | |
"initializer_range": 0.02, | |
"label2id": { | |
"Adult": 4, | |
"Arts_and_Entertainment": 22, | |
"Autos_and_Vehicles": 10, | |
"Beauty_and_Fitness": 0, | |
"Books_and_Literature": 15, | |
"Business_and_Industrial": 12, | |
"Computers_and_Electronics": 16, | |
"Finance": 21, | |
"Food_and_Drink": 7, | |
"Games": 23, | |
"Health": 13, | |
"Hobbies_and_Leisure": 24, | |
"Home_and_Garden": 18, | |
"Internet_and_Telecom": 17, | |
"Jobs_and_Education": 19, | |
"Law_and_Government": 11, | |
"News": 8, | |
"Online Communities": 20, | |
"People_and_Society": 1, | |
"Pets_and_Animals": 26, | |
"Real Estate": 14, | |
"Reference": 25, | |
"Science": 6, | |
"Sensitive Subjects": 9, | |
"Shopping": 3, | |
"Sports": 5, | |
"Travel_and_Transportation": 2 | |
}, | |
"max_position_embeddings": 512, | |
"model_type": "distilbert", | |
"n_heads": 12, | |
"n_layers": 6, | |
"pad_token_id": 0, | |
"problem_type": "single_label_classification", | |
"qa_dropout": 0.1, | |
"seq_classif_dropout": 0.2, | |
"sinusoidal_pos_embds": false, | |
"tie_weights_": true, | |
"torch_dtype": "float32", | |
"transformers_version": "4.34.0", | |
"vocab_size": 30522 | |
} | |