| { | |
| "architectures": [ | |
| "BertForSequenceClassification" | |
| ], | |
| "hidden_act": "gelu", | |
| "hidden_size": 768, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "type_vocab_size": 2, | |
| "vocab_size": 30522, | |
| "problem_type": "multi_label_classification", | |
| "num_labels": 17, | |
| "id2label": { | |
| "0": "Topic: Materials Science", | |
| "1": "Topic: Neuroscience", | |
| "2": "Topic: Computer Science", | |
| "3": "Topic: Ecology", | |
| "4": "Topic: Remote Sensing", | |
| "5": "Topic: Astrophysics", | |
| "6": "Topic: Medicine", | |
| "7": "Topic: Mathematics", | |
| "8": "Topic: Archaeology", | |
| "9": "Topic: Physics", | |
| "10": "Topic: Environmental Policy", | |
| "11": "Topic: Bioinformatics", | |
| "12": "Sentiment: Highly Positive", | |
| "13": "Sentiment: Positive", | |
| "14": "Sentiment: Moderately Negative", | |
| "15": "Sentiment: Negative", | |
| "16": "Sentiment: Highly Negative" | |
| }, | |
| "label2id": { | |
| "Topic: Materials Science": 0, | |
| "Topic: Neuroscience": 1, | |
| "Topic: Computer Science": 2, | |
| "Topic: Ecology": 3, | |
| "Topic: Remote Sensing": 4, | |
| "Topic: Astrophysics": 5, | |
| "Topic: Medicine": 6, | |
| "Topic: Mathematics": 7, | |
| "Topic: Archaeology": 8, | |
| "Topic: Physics": 9, | |
| "Topic: Environmental Policy": 10, | |
| "Topic: Bioinformatics": 11, | |
| "Sentiment: Highly Positive": 12, | |
| "Sentiment: Positive": 13, | |
| "Sentiment: Moderately Negative": 14, | |
| "Sentiment: Negative": 15, | |
| "Sentiment: Highly Negative": 16 | |
| } | |
| } |