{ "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 } }